Pinterest Inc. References Scott M. Graffius’ Research

BY SCOTT M. GRAFFIUS | ScottGraffius.com

Pinterest Inc References Scott M Graffius' Research - v1-3 - LwRes



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Pinterest Inc. References Graffius’ Research!

When content is published on social media platforms, relevance and engagement have a limited lifespan. Most posts receive half of their total engagement (such as likes, shares, and comments) relatively soon, with the remainder spread out over a comparatively longer period. Said differently, plotting engagement against time typically reveals a distribution where the peak engagement occurs early, with a long tail of diminishing interaction, resembling a positively skewed unimodal distribution.

Given the above, an advantageous, objective metric for social media posts is half-life. It’s the time it takes for a post to receive half of its total engagement. Data can help inform strategic and tactical decisions, such as the frequency and scheduling of posts.

Reports by others on the longevity of social media are often outdated or based on the experience of one person, one organization, or one limited set of data. With any of those common limitations, findings are at risk of being non-representative, inaccurate, or unreliable.

It’s vital to have a large dataset from multiple sources. In addition to generating results that are more likely to be appropriately representative, accurate, and reliable, this approach provides a clearer picture and helps identify trends.

In 2018, Scott M. Graffius first published data on the average lifespan (half-life) of posts on Snapchat, X (formerly Twitter), Facebook, Instagram, LinkedIn, YouTube, Pinterest, and blogs based on a large dataset of multiple, diverse sources. Algorithms and other factors on platforms change over time. For that reason, Graffius periodically updates his analysis.

A visual from the current (2024) edition of his ‘Lifespan (Half-Life) of Social Media Posts’ is shown below and the details are
here.

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Scientists, researchers, journalists, academics, YouTubers, podcasters, digital marketing experts, businesses, professional associations, government agencies, and others around the world have featured and used Scott M. Graffius’ ‘Lifespan (Half-Life) of Social Media Posts’ research, indicating a broad spectrum of influence and application. Forty-one (41) examples are listed later in this article.

Pinterest Inc. is now also on the list! It referenced Graffius’ research in an article on the Pinterest Inc. Business Blog. Details follow.

On 26 September 2024, Pinterest Inc. requested permission to use Graffius' research in an article on the Pinterest Inc. Business Blog. Graffius agreed.

Email 1 of 3 is shown below.

Pinterest Inc References Scott M Graffius' Research - v1-3 - Excerpt 1 - LwRes

Here's email 2 of 3.

Pinterest Inc References Scott M Graffius' Research - v1-3 - Excerpt 2 - LwRes

And here's email 3 of 3.

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On 2 October 2024, Pinterest Inc. published ‘Unlock the Full Potential of Pinterest with Marketing Mix Modeling’ on their Pinterest Business Blog at
https://business.pinterest.com/blog/unlock-potential-pinterest-marketing-mix-modelling/. The top of the article is shown in the visual below.

Pinterest Inc References Scott M Graffius' Research - v1-3G - Excerpt 4 - LwRes

As shown below, the article includes: ‘Content on Pinterest lasts, on average, over 100 times longer than on other platforms.³‘

That ‘³’ footnote is a reference to Graffius’ ‘Lifespan (Half-Life) of Social Media Posts’ research.

Pinterest Inc References Scott M Graffius' Research - v1-3G - Excerpt 5 - LwRes


The Footnotes section is located at the end of
the article. Selecting the "+" symbol reveals the footnotes content.

Pinterest Inc References Scott M Graffius' Research - v1-3G - Excerpt 6 - LwRes

Footnote 3 references Graffius' work: "Graffius, Scott M. (2024, January 1). Lifespan (Half-Life) of Social Media Posts: Update for 2024. Available at:
https://scottgraffius.com/blog/files/social-24.html. DOI: 10.13140/RG.2.2.21043.60965."

Pinterest Inc References Scott M Graffius' Research - v1-3G - Excerpt 7 - LwRes

Pinterest's business blog article is available
here and Graffius' research is here.

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About Pinterest

Pinterest is a visual search and discovery platform where people find inspiration, curate ideas, and shop products—all in a positive place online. Headquartered in San Francisco, Pinterest launched in 2010 and has over half a billion monthly active users worldwide.

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Graffius' Research is Widely Cited and Used

Scientists, researchers, journalists, academics, YouTubers, podcasters, digital marketing experts, businesses, professional associations, government agencies, and others around the world have featured and used Scott M. Graffius’ ‘Lifespan (Half-Life) of Social Media Posts’ research. Here are select examples:

  1. Bensley, Robert J., & Brookins-Fisher, Jodi (2023, December 14). Community and Public Health Education Methods: A Practical Guide—Fifth Edition. Burlington, MA: Jones & Bartlett Learning. [The authors cover Graffius’ work in Chapter 10 (Using Social Media) and list Graffius’ work as reference number 84 on page 256. A link to the publication at Google Books is here: https://bit.ly/cphem-5.]
  2. Berkessel, Juergen (2021, October 27). How Evergreen Posting on Social Media for Podcasters Creates Growth. Season 1, Episode 9 of the Podcasting Strategy Show. Available at: https://polymash.com/evergreen-posting. [The podcast references Graffius’ research. Show notes include Graffius’ “Lifespan (Half-Life) of Social Media Posts” visual as well as a hyperlink to Graffius’ full report.]
  3. Buffer (2024, February 7). 9 Ways to Grow Your Following on X/Twitter. Available at: https://buffer.com/resources/get-more-followers-on-twitter-x/. [It has a hyperlink to Graffius’ research.]
  4. Burton, Taylor (2022, November 2). Social Media Marketing: Leveraging LinkedIn. Pennsylvania Bar Institute. Available at: https://go.pbi.org/blog/social-media-marketing-leveraging-linkedin. [In the article, “LinkedIn posts are shown to have a longer lifespan” is hyperlinked to Graffius’ research.]
  5. Center for Direct Marketing (2024, March 25). Best Marketing Podcasts, Lifespan of Social Media and Blog Posts. Available at: https://dmcenter.com/march-2024/. [The article references, and has a link to, Graffius’ research.]
  6. Center for Direct Marketing (2022, September 27). What Is the Average Lifespan of a Blog or Social Media Post? Available at: https://dmcenter.com/lifespan-of-a-post. [The article includes data from Graffius and a hyperlink to his research.]
  7. Chaturvedi, Saurabh (2024, September 27). How Often to Post on Social Media. Available at: https://recurpost.com/blog/how-often-to-post-on-social-media/.
  8. Chowdhary, Tanish (2023, March 21). 13 Best Twitter Thread Tools to Go Viral in 2023. Geekflare. Available at: https://geekflare.com/best-twitter-thread-tools. [The article includes Graffius’ “Lifespan (Half-Life) of Social Media Posts” visual and a hyperlink to Graffius’ research.]
  9. Confederation of European Waste-to-Energy Plants (CEWEP) (2023, June 15). The Power of Social Media and How to Use It. 10th CEWEP Waste-to-Energy Congress, 14th - 16th June 2023, Berlin. Available at: https://www.cewep.eu/congress2023presentations/ and https://www.cewep.eu/wp-content/uploads/2023/06/4.1-Monika-Michalska.pdf. [CEWEP Congress presentation slide 9 featured Graffius’ visual, representing a summary of his research findings.]
  10. Degraux, Xavier (2022, November 5). Quelle est la Durée d’un Post sur Twitter, Instagram, LinkedIn. Available at: https://www.xavierdegraux.be/quelle-est-la-duree-dun-post-sur-twitter-instagram-linkedin. [In his article, Xavier Degraux — a social networks and content marketing consultant based in Belgium — discussed Graffius' work and provided a hyperlink to the research. Here's the title in English: How Long is a Post on Twitter, Instagram, LinkedIn.]
  11. Encompass Online Marketing (2023, March 15). How Often Should You Publish New Content? Available at: https://encompassonline.ca/blog/how-often-should-you-publish-new-content. [Among other points, the article references the lifespan of tweets and has a hyperlink to Graffius’ research.]
  12. Fallah, Georges (2023, December 18). The Best Times to Post on Social Media. Available at: https://www.vbout.com/blog/the-best-times-to-post-on-social-media. [The article has hyperlinks to Graffius’ research.]
  13. Gebauer, Susanna (2022, October 25). Twitter Scheduling: How to Schedule Tweets for More Impact. Available at: https://susannagebauer.com/blog/twitter-scheduling/. [The article includes a link to Graffius' research.]
  14. Geyser, Werner (2023, September 20). 34 Mind-blowing Pinterest Stats for 2023. Influencer Marketing Hub. Available at: https://influencermarketinghub.com/pinterest-stats. [The article references the durations of “three months” and provides a hyperlink to Graffius’ research.]
  15. GoDaddy (2023, February 20). How to Do Social Media: A Guide for Small Businesses and Entrepreneurs. Available at: https://www.godaddy.com/resources/skills/how-to-do-social-media. [In discussing the lifespan of tweets, the article provides a hyperlink to Graffius’ research.]
  16. Gotch, Nathan (2023, December 4). How to Start an SEO Business (2024 Update). Available at: https://www.gotchseo.com/start-seo-company/. [The article includes Graffius’ “Lifespan (Half-Life) of Social Media Posts” visual and a hyperlink to Graffius’ research.]
  17. Hawes, C. W. (2023, January 24). Social Media Half-Life. Available at: https://www.cwhawes.com/social-media-half-life. [The article identifies Graffius’ research and has a hyperlink to it.]
  18. John, Vanessa (2024, September 5). Website vs. Social Media - Do You Still Need a Site in 2024? Madgicx. Available at: https://madgicx.com/blog/website-and-social-media.
  19. Karr, Douglas (2024, February 18). The Half-Life of Social Media Posts in 2024: Navigating Lifespan for Strategic Impact. Available at: https://martech.zone/half-life-of-a-social-media-post/.
  20. Lin, Yunduan, & Wang, Mengxin, & Zhang, Heng, & Zhang, Renyu, & Shen, Zuo-Jun Max (2021, June 9; revised 2023, June 28). Content Promotion for Online Content Platforms with the Diffusion Effect. SSRN. Available at: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3863104 and https://dx.doi.org/10.2139/ssrn.3863104. [The scientific paper mentions Graffius’ work, and it delineates his research in the References section.]
  21. McErlain-Naylor, Stuart (2022, March 24). Social Media for Academia - All You Need to Know [Video]. Available at: https://www.youtube.com/watch?v=Ka88MxZbU8o. [At timestamp 13:59 in the video, Dr. Stuart McErlain-Naylor displays a visual which summarizes the 2022 edition of Graffius’ research.]
  22. MeetEdgar (2023, April 2). Everything You Need to Know About Repeating Social Media Content. Available at: https://meetedgar.com/blog/repeating-social-media-content. [This article from social media management tool company MeetEdgar discusses the lifespan of posts and it has a hyperlink to Graffius’ research.]
  23. Memom, Alafiya (2023, June 14). Master the Art of Using Pinterest for Blogging in 2023. ContentStudio. Available at: https://blog.contentstudio.io/pinterest-for-blogging. [The article rounds up the half-life of Pinterest pins as “4 months” and it includes a hyperlink to Graffius’ research.]
  24. Metricool (2023, October 31). YouTube Marketing in 2023. Available at: https://metricool.com/youtube-marketing. [The article includes “According to Scott Graffius’s data ...” and a hyperlink to Graffius’ research.]
  25. Patel, Neil (2023, May 23). 18 Powerful Twitter Marketing Tips [That Actually Work]. Neil Patel. Available at: https://neilpatel.com/blog/twitter-marketing-tips. [In the article, “The average lifespan of one tweet” has a hyperlink to Graffius’ research.]
  26. Pitzalis, Josh (2022, November 21). Finding Social Media Calendar Ideas for Twitter. Chirr App. Available at: https://getchirrapp.com/how-to/find. [The article references the half-life of a tweet and has a hyperlink to Graffius’ research.]
  27. Pugalia, Akash, & Lalani, Farah (2023, September 29). Digital Safety: How a Multi-Faceted Approach Can Help Tackle Real-World Harm. World Economic Forum. Available at: https://www.weforum.org/agenda/2023/09/digital-safety-multi-faceted-approach-tackle-real-world-harm. [The Proceedings of the National Academy of Sciences (PNAS) included data by Graffius on the half-life of social media. The World Economic Forum covered that PNAS study in their article.]
  28. Rainey, Clint (2023, August 15). Social Media’s Toxic Impact Can Last Up to 8 Days. This Behavioral Scientist’s Solution Might Surprise You. Available at: https://www.fastcompany.com/90939081/social-media-toxic-impact-content-moderation-solution-behavior-science. [The Proceedings of the National Academy of Sciences (PNAS) included Graffius’ research data on the half-life of social media. Fast Company covered that PNAS publication — and summarized Graffius’ data from it — in their article.]
  29. Rynek Pro (2023, June 26). Długość Życia Postów (Half-Life) w Mediach Społecznościowych w 2023 Roku. Available at: https://rynek.pro/half-life-dlugosc-zycia-postow/#pll_switcher. [Rynek Pro, a Poland-based advertising agency, featured Graffius’ research in their article. Here’s the title in English: Life Expectancy of Posts (Half-Life) in Social Media in 2023.]
  30. Sallaway Paul (2024, June 1). Using Social Media The Right Way! Available at: https://mivision.com.au/2024/06/using-social-media-the-right-way/.
  31. Schaffer, Neal (2024, September 17). Maximizing LinkedIn for Business Growth: A Practical Guide to Building Your Brand and Driving Results. Irvine, California. PDCA Social.
  32. Schneider, Philipp J., & Rizoiu, Marian-Andrei (2023, August 22). The Effectiveness of Moderating Harmful Online Content. Proceedings of the National Academy of Sciences of the United States of America, 120 (34): e2307360120. Available at: https://www.pnas.org/doi/abs/10.1073/pnas.2307360120. DOI: 10.1073/pnas.2307360120. [The scientific paper references Graffius’ “Lifespan (Half-Life) of Social Media Posts” research and uses his data.]
  33. Small Business Development Center (2024, September 30). 10 Marketing Strategies to Grow Your Small Business [Video]. YouTube. Available at: https://www.youtube.com/watch?v=WelVAmXuxPU&t=1181s.
  34. Social Selling CRM (2024). Demi-vie de Vos Publications: Stratégies d’Optimisation 2024.’ (In English: Half-life of Your Publications: 2024 Optimization Strategies). Available at: https://www.socialsellingcrm.com/demi-vie-de-vos-publications-strategies-doptimisation-2024/.
  35. Statler, Jacob (2024, September 12). How to Schedule Social Media Posts: Best Tools and Tips. Post Planner. Available at: https://www.postplanner.com/blog/how-to-schedule-social-media-posts/. ["The lifespan of a social media post" — in green text, located towards the end of the article — links to Graffius’ research.]
  36. Strozyk, Kaylee (2023, November 3). 11 Tips on How to Use Pinterest for Real Estate. Fit Small Business. Available at: https://fitsmallbusiness.com/how-to-use-pinterest-for-real-estate-agents. [The article references that the half-life of Pinterest pins is “about 3.75 months.” Selecting the respective hyperlink brings up Graffius’ research.]
  37. Thailand TV News (2022, August 16). Half-Life of Each Social Media Post. Available at: https://thailandtv.news/half-life-of-each-social-media-post-thumbsup. [The article incorporates data from Graffius’ work, and it has a hyperlink to his research.]
  38. The Tech Reps (2023, January 23). SEO or Social Media Marketing, Which is Better for Sales? [video]. Available at: https://www.youtube.com/watch?v=aVmQdHDXCrw. [The Tech Reps used Graffius’ “Lifespan (Half-Life) of Social Media Posts” visual as the background image in their video.]
  39. Two Rivers Marketing (2020, December 9). 8 Social Media Channels and Tactics to Consider Adding to Your Marketing Mix. Available at: https://www.tworiversmarketing.com/blog/8-social-media-channels-and-tactics-to-consider-adding-to-your-marketing-mix. [The article references the lifespan of posts and has a hyperlink to Graffius’ research.]
  40. Walters, Christy (2023, May 4). How To Curate Content for LinkedIn: Handpick Your Next Post. CopyPress. Available at: https://www.copypress.com/kb/social-media-promotion/curate-content-for-linkedin. [The article discusses the lifespan of a LinkedIn post and has a hyperlink to Graffius’ research.]
  41. What What SEO (2024, September 5). 5 bonnes raisons de créer un compte Pinterest si tu es entrepreneuse. (In English: 5 good reasons to create a Pinterest account if you are an entrepreneur.) Available at: https://whatwhatseo.fr/creer-compte-pinterest-entreprise-avantages/. [The article incorporates Graffius’ research; to see the details, select 'Sources' located towards the end of the article.]

And many more.

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References

  1. Graffius, Scott M. (2024, January 1). Lifespan (Half-Life) of Social Media Posts: Update for 2024. Available at: https://scottgraffius.com/blog/files/social-24.html. DOI: 10.13140/RG.2.2.21043.60965.
  2. Graffius, Scott M. (2024, September 30). Supplement to Graffius' 'Lifespan (Half-Life) of Social Media Posts' Research: Typical Engagement Distribution Pattern for Social Media Posts. Available at: https://scottgraffius.com/blog/files/distribution-pattern-for-social-media-posts.html. DOI: 10.13140/RG.2.2.15820.22402.
  3. Pinterest Inc. (2024, October 2). Unlock The Full Potential of Pinterest with Marketing Mix Modelling. The Pinterest Inc. Business Blog. Available at: https://business.pinterest.com/blog/unlock-potential-pinterest-marketing-mix-modelling/ and other locations. [Navigate to the Footnotes section at the end of the article, and then select the corresponding "+" symbol to see the footnotes which includes Graffius' work.]

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If there's an update after this article is published, the information will appear in the Post-Publication Notes section.

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About Scott M. Graffius


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Scott M. Graffius is a global leader in agile project management, an expert on teamwork tradecraft, an authority on temporal dynamics on social media platforms, a creator, a consultant, a trainer, an award-winning author, and an international public speaker.

See his
bio to learn more.

IEEE Xplore Publication Featured Scott M Graffius Phases of Team Development Work - rev Sept 19 2024 - HiRes

Scott M. Graffius' 'Phases of Team Development' Featured by ATACC at TBS24 Conference - LwRes2

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Semiconductor manufacturing firm Lam Research features Scott M Graffius’ ‘Phases of Team Development’ Intellectual Property - Tw Sz Format - LwRes

Bayer Licensed IP of Agile Expert Scott M Graffius - AgileScrumGuide_com - LwRes

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About Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions

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Shifting customer needs are common in today's marketplace. Businesses must be adaptive and responsive to change while delivering an exceptional customer experience to be competitive.

There are a variety of frameworks supporting the development of products and services, and most approaches fall into one of two broad categories: traditional or agile. Traditional practices such as waterfall engage sequential development, while agile involves iterative and incremental deliverables. Organizations are increasingly embracing agile to manage projects, and best meet their business needs of rapid response to change, fast delivery speed, and more.

With clear and easy to follow step-by-step instructions,
Scott M. Graffius's award-winning Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions helps the reader:

  • Implement and use the most popular agile framework―Scrum;
  • Deliver products in short cycles with rapid adaptation to change, fast time-to-market, and continuous improvement; and
  • Support innovation and drive competitive advantage.

Hailed by Literary Titan as “the book highlights the versatility of Scrum beautifully.”

Winner of 17 first place awards.

Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions is available in paperback and ebook/Kindle in the United States and around the world. Some links by country follow.



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About
Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change

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Thriving in today's marketplace frequently depends on making a transformation to become more agile. Those successful in the transition enjoy faster delivery speed and ROI, higher satisfaction, continuous improvement, and additional benefits.

Based on actual events,
Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change provides a quick (60-90 minute) read about a successful agile transformation at a multinational entertainment and media company, told from the author's perspective as an agile coach.

The award-winning book by
Scott M. Graffius is available in paperback and ebook/Kindle in the United States and around the world. Some links by country follow.



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Post-Publication Notes

If there are any supplements or updates to this article after the date of publication, they will appear here.

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Content Acknowledgements

This article uses limited excerpts from Pinterest Inc., attributed to Pinterest and used under fair use for news reporting and analysis. Pinterest name, mark, and content are the property of Pinterest. Graffius’ ‘Lifespan (Half-Life) of Social Media Posts’ is copyright © Scott M. Graffius.

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How to Cite This Article

Graffius, Scott M. (2024, October 10). Pinterest Inc. References Scott M. Graffius’ Research. Available at: https://scottgraffius.com/blog/files/pinterest_inc_business_blog_features_graffius.html. DOI: 10.13140/RG.2.2.31296.55041.

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PDF of Article

A PDF of this article is
here

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Scott_M_Graffius_-_Blog_Spacer_-_v23111107_-_X - rev 24101207 - Short link - LwRes

Short Link

The short link for this article is
https://bit.ly/pinterest_biz

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Copyright

Copyright © 2024 Scott M. Graffius. All rights reserved. This material may not be published, broadcast, rewritten or redistributed without the express written permission of Scott M. Graffius.



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Japan Backlog User Group Event Featured Scott M. Graffius’ ‘Phases of Team Development’

BY SCOTT M. GRAFFIUS | ScottGraffius.com

Japan Backlog Users Group (JBUG) Featured Intellectual Property of Scott M Graffius - Blg Hdr - LwRes



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Scott M. Graffius' Intellectual Property on Team Development

Informed by the research of Bruce W. Tuckman and Mary Ann C. Jensen, over 100 subsequent studies, and Scott M. Graffius' first-hand professional experience with, and analysis of, team leadership and performance, Graffius created his ‘Phases of Team Development’ as a unique perspective and visual conveying the five phases of team development — Forming, Storming, Norming, Performing, and Adjourning — inclusive of a graph showing how performance varies by phase, as well as the characteristics and strategies for each phase.

Graffius' intellectual property (IP) is registered with the United States Copyright Office.

Graffius initially developed his ‘Phases of Team Development’ unique material in 2008, and he periodically refreshes it.

For reference, the visual for the current (2024) edition is below and the details are
here.

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Organizations around the world engage Graffius to deliver compelling talks and workshops. To date, he's presented sessions at 91 conferences and other events across 25 countries: Armenia, Australia, Brazil, Canada, Czech Republic, Finland, France, Germany, Greece, Hong Kong, Hungary, India, Ireland, Lithuania, Luxembourg, Nepal, Netherlands, New Zealand, Norway, Romania, Sweden, Switzerland, United Arab Emirates, United Kingdom, and the United States.

Scott M Graffius has delivered 91 talks and workshops across 25 countries - passport style - LwRes

Graffius ‘Phases of Team Development’ IP is central and key to many of those sessions. His rate card and a listing of his engagements are at
https://scottgraffius.com/resources/Exceptional-PPM-and-PMO-Solutions-Rate-Card-for-2024-2025-v24071607.pdf and https://scottgraffius.com/publicspeaker.html, respectively.

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Graffius' 'Phases of Team Development' Intellectual Property Is Used By Organizations Around The World

With an authorization/license from Graffius, his ‘Phases of Team Development’ intellectual property is featured and used by businesses, professional associations, government agencies, and universities around the globe. Examples include:

  • Adobe,
  • American Management Association,
  • Amsterdam Public Health Research Institute,
  • Bayer
  • Boston University,
  • Broadcom,
  • Cisco,
  • Deimos Aerospace,
  • DevOps Institute,
  • Erste Group Bank AG (Austria),
  • FINAT,
  • Ford Motor Company,
  • FSU College of Medicine,
  • Hasso Plattner Institute,
  • IEEE,
  • James Madison University,
  • Johns Hopkins University,
  • LeadingEng,
  • London South Bank University,
  • Manufacturers Alliance,
  • Microsoft,
  • New Zealand Government,
  • Oracle,
  • Royal Australasian College of Physicians,
  • TBS Switzerland,
  • Torrens University Australia,
  • Tufts University,
  • U.S. National Park Service,
  • U.S. Tennis Association,
  • UC San Diego,
  • UK Sports Institute,
  • University of Galway Ireland,
  • Victorian Institute of Technology (Australia),
  • Virginia Tech,
  • Warsaw University,
  • Western Sydney University,
  • World Resources Institute,
  • Yale University,
  • ZHAW Zurich University of Applied Sciences,
  • and many others.

The Japan Backlog User Group (JBUG) was added to the list!

Technology engineer Makky Tyuyan featured Graffius’ ‘Phases of Team Development’ material in his
talk at a Japan Backlog User Group event on March 26, 2024. Excerpts with visuals follow.

Excerpt 1, showing the cover slide, is below.

Japan Backlog User Group Featured Graffius' 'Phases of Team Development' Intellectual Property on Collaboration - Excerpt 1 - LwRes

Excerpt 2 is next. It shows slide 23, featuring Graffius' work.

Japan Backlog User Group Featured Graffius' 'Phases of Team Development' Intellectual Property on Collaboration - Excerpt 2 - LwRes

And here's excerpt 3. It's slide 26, with another display of Graffius' work.

Japan Backlog User Group Featured Graffius' 'Phases of Team Development' Intellectual Property on Collaboration - Excerpt 3 - LwRes

To learn more about Graffius' 'Phases of Team Development' intellectual property, visit
here.

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About the Japan Backlog User Group

The Japan Backlog User Group (JBUG) (
ジェイバグ ) is a community for users of Backlog, a project and task management tool, where members gather to share knowledge, discuss best practices, and enhance their hard (technical) and soft (interpersonal) skills. JBUG organizing events across Japan that feature talks, workshops, networking opportunities, and more. To learn more about JBUG, visit their website at https://jbuginfo.backlog.com.

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About Scott M. Graffius


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Scott M. Graffius is a global leader in agile project management, an expert on teamwork tradecraft, an authority on temporal dynamics on social media platforms, a creator, a consultant, a trainer, an award-winning author, and an international public speaker.

He's generated over $1.9 billion of business value in aggregate for Global Fortune 500 businesses and other organizations he's served. Businesses and industries range from consumer products to advanced technology (including AI, R&D), e-commerce, music, streaming/OTT video, television, film, video games, financial services, government, and more.

Graffius and content from his books (
Agile Scrum and Agile Transformation), talks, workshops, and more have been featured and used by businesses, professional associations, governments, and universities around the world. Examples include Adobe, American Management Association, Amsterdam Public Health Research Institute, Bayer, Boston University, Broadcom, Cisco, Deimos Aerospace, DevOps Institute, EU's European Commission, Ford Motor Company, Hasso Plattner Institute Germany, IEEE, Johns Hopkins University, London South Bank University, Microsoft, National Academy of Sciences, New Zealand Government, Oracle, Project Management Institute, Torrens University Australia, UC San Diego, TBS Switzerland, UK Sports Institute, University of Galway Ireland, U.S. Department of Energy, U.S. National Park Service, U.S. Tennis Association, Virginia Tech, Warsaw University of Technology, Yale University, Zurich University of Applied Sciences, and many others.

He delights audiences around the world with dynamic and engaging talks and workshops. He's presented sessions at 91 conferences and other events across 25 countries. Visit
here to learn more and here to ask Scott to speak at your event.

Scott M Graffius on X - SG on X Design 2 - v Feb 7 2024 - LwRes


ScottGraffius_Com - TurningWest Plagiarism - Lady Justice - iPhone - LwRes


Scott M Graffius - Impact_com Platform for Influencers and Affiliates - v April 7 2024 - rev April 10 2024 - LwRes

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About Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions

Scott_M_Graffius_Agile_Scrum_v22123007_LR_1000x1000_sq

Shifting customer needs are common in today's marketplace. Businesses must be adaptive and responsive to change while delivering an exceptional customer experience to be competitive.

There are a variety of frameworks supporting the development of products and services, and most approaches fall into one of two broad categories: traditional or agile. Traditional practices such as waterfall engage sequential development, while agile involves iterative and incremental deliverables. Organizations are increasingly embracing agile to manage projects, and best meet their business needs of rapid response to change, fast delivery speed, and more.

With clear and easy to follow step-by-step instructions,
Scott M. Graffius's award-winning Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions helps the reader:

  • Implement and use the most popular agile framework―Scrum;
  • Deliver products in short cycles with rapid adaptation to change, fast time-to-market, and continuous improvement; and
  • Support innovation and drive competitive advantage.

Hailed by Literary Titan as “the book highlights the versatility of Scrum beautifully.”

Winner of 17 first place awards.

Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions is available in paperback and ebook/Kindle in the United States and around the world. Some links by country follow.



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About
Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change

Scott_M_Graffius_Agile_Transformation_LR_1000x505

Thriving in today's marketplace frequently depends on making a transformation to become more agile. Those successful in the transition enjoy faster delivery speed and ROI, higher satisfaction, continuous improvement, and additional benefits.

Based on actual events,
Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change provides a quick (60-90 minute) read about a successful agile transformation at a multinational entertainment and media company, told from the author's perspective as an agile coach.

The award-winning book by
Scott M. Graffius is available in paperback and ebook/Kindle in the United States and around the world. Some links by country follow.



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How to Cite This Article


Graffius, Scott M. (2024, October 8). Japan Backlog User Group Event Featured Scott M. Graffius’ ‘Phases of Team Development.’ Available at:
https://scottgraffius.com/blog/files/japan-backlog-user-group.html. DOI: 10.13140/RG.2.2.24605.32482.
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Post-Publication Notes

If there are any supplements or updates to this article after the date of publication, they will appear here.

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This article (including integrated visuals) provides brief excerpts from the respective JBUG event, attributed and used under fair use for news reporting and analysis. Japan Backlog User Group (JBUG) (ジェイバグ) name and mark are the property of the Japan Backlog User Group. Content of Makky Tyuyan is the property of Makky Tyuyan. Graffius’ ‘Phases of Team Development’ is copyright © Scott M. Graffius.

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A PDF of this article is
here

The short link for this article is
https://bit.ly/jbug

© Copyright 2024 Scott M. Graffius. All rights reserved. This material may not be published, broadcast, rewritten or redistributed without the express written permission of Scott M. Graffius.



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TurningWest's Trial

BY SCOTT M. GRAFFIUS | ScottGraffius.com

ScottGraffius_Com - TurningWests Trial - Lady Justice - LwRes



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Introduction

Plagiarism—defined as ‘to steal and pass off (the ideas or words of another) as one’s own: use (another's production) without crediting the source’ (source:
Merriam-Webster)—infringes on the intellectual property rights of others, results in misinformation, and often violates copyright.

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Background

Informed by the research of Bruce W. Tuckman and Mary Ann C. Jensen, over 100 subsequent studies, and Scott M. Graffius' first-hand professional experience with, and analysis of, team leadership and performance, Graffius created his ‘Phases of Team Development’ as a unique perspective and visual conveying the five phases of team development—Forming, Storming, Norming, Performing, and Adjourning—inclusive of a graph showing how performance varies by phase, as well as the characteristics and strategies for each phase.

Graffius' intellectual property (IP) is registered with the United States Copyright Office.

Graffius initially developed his ‘Phases of Team Development’ unique material in 2008, and he periodically refreshes it.

For reference, the visual applicable to this case (2021 edition) is shown below [Exhibit 1] and is available at:
https://dx.doi.org/10.13140/RG.2.2.22040.42246.

Scott M Graffiius - Phases of Team Development - 2021 Edition - Copyright Scott M Graffius - All Rights Reserved - blg LwRes

As shown above, Graffius’ copyright ownership details are integrated into and appear on his copyrighted property. Specifically, it reads: “Copyright © 2008-2021 Scott M. Graffius. All rights reserved. For permission requests, contact scott@scottgraffius.com.”

Again, this 2021 edition is referenced because it is the one applicable to this case.

Organizations around the world engage Graffius to deliver compelling talks and workshops. To date, he's presented sessions at 91 conferences and other events across 25 countries:

  • Armenia,
  • Australia,
  • Brazil,
  • Canada,
  • Czech Republic,
  • Finland,
  • France,
  • Germany,
  • Greece,
  • Hong Kong,
  • Hungary,
  • India,
  • Ireland,
  • Lithuania,
  • Luxembourg,
  • Nepal,
  • Netherlands,
  • New Zealand,
  • Norway,
  • Romania,
  • Sweden,
  • Switzerland,
  • United Arab Emirates,
  • United Kingdom,
  • and the United States.

Scott M Graffius has delivered 91 talks and workshops across 25 countries - passport style - LwRes

Graffius ‘Phases of Team Development’ IP is central and key to many of those sessions. His rate card and a listing of his engagements are at
https://scottgraffius.com/resources/Exceptional-PPM-and-PMO-Solutions-Rate-Card-for-2024-2025-v24071607.pdf and https://scottgraffius.com/publicspeaker.html, respectively.

With an authorization/license from Graffius, his copyrighted ‘Phases of Team Development’ intellectual property is featured and used by businesses, professional associations, government agencies, and universities around the globe. Examples include:

  • Adobe,
  • American Management Association,
  • Amsterdam Public Health Research Institute,
  • Boston University,
  • Broadcom,
  • Cisco,
  • Deimos Aerospace,
  • DevOps Institute,
  • Erste Group Bank AG (Austria),
  • FINAT,
  • Ford Motor Company,
  • FSU College of Medicine,
  • Hasso Plattner Institute,
  • IEEE,
  • James Madison University,
  • Johns Hopkins University,
  • LeadingEng,
  • London South Bank University,
  • Manufacturers Alliance,
  • Microsoft,
  • New Zealand Government,
  • Oracle,
  • Royal Australasian College of Physicians,
  • TBS Switzerland,
  • Torrens University Australia,
  • Tufts University,
  • U.S. National Park Service,
  • U.S. Tennis Association,
  • UC San Diego,
  • UK Sports Institute,
  • University of Galway Ireland,
  • Victorian Institute of Technology (Australia),
  • Virginia Tech,
  • Warsaw University,
  • Western Sydney University,
  • World Resources Institute,
  • Yale University,
  • and many others.

TurningWest Scandal - Blg Hdr - SQ2 - LwRes

Details on the Plagiarism


Note: All evidence has been preserved.

A whistleblower tip informed Scott M. Graffius that a video is using Graffius’ intellectual property. The video was identified as:

  • Publisher of video: TurningWest
  • Date of publication: 16 September 2024
  • Title of video: ‘9 13 24 Mastering Team Dev webinar’ (note: the preceding is what is listed on YouTube as the title; however, for reference, the video itself notes that the title is: 'Mastering Team Development: Key Modules and Performance Examples')
  • Link to video: https://www.youtube.com/watch?v=n7qldELhp7s

Exhibit 2 is shown below. It provides an overview, including thumbnail images from the the video.

Graffius v TurningWest Goodwin - Exhibit 2 - LwRes

Graffius reviewed TurningWest’s 2024 video and saw numerous examples of material—content on the characteristics and strategies for the phases of team development—plagiarized from Graffius’ 2021 copyrighted ‘Phases of Team Development’ property.

TurningWest did not request nor receive permission to use Graffius’ 2021 copyrighted ‘Phases of Team Development’ property. Yet, TurningWest used it (some with slight rewording such as changing "recognizing" to "recognize" and similar, which remains plagiarism) commercially and without attribution.

Again, plagiarism is defined as ‘to steal and pass off (the ideas or words of another) as one’s own: use (another's production) without crediting the source’ (source:
Merriam-Webster). TurningWest’s presentation plagiarized Graffius’ copyrighted ’Phases of Team Development,’ violating his intellectual property.

Instances of TurningWest changing a word from a section from Graffius’ copyrighted property that’s in the present participle form (such as "recognizing") to the present simple form (such as "recognize") or otherwise similar slight rewording is still stealing Graffius' words and ideas; it is still plagiarism. The combination of such rewording and lack of attribution may be seen as a signal of intent to deceive. Regardless of whether the infringement was intentional or "inadvertent," the actions misrepresent the originator of the words and ideas, which is at the heart of plagiarism.

Plagiarism is a profound and disgraceful breach of professional ethics, moral standards, and Graffius’ intellectual property rights.

Graffius maintains, enforces, and protects his copyright and other intellectual property rights.

Graffius informed TurningWest and TurningWest’s Steve Goodwin about the infringement. An excerpt: "An authorized example of my copyrighted property is at https://dx.doi.org/10.13140/RG.2.2.22040.42246 and other locations. Steven Goodwin and Megan Sands of TurningWest's presentation used some of my intellectual property ... with no attribution to me whatsoever. By doing so, they are falsely leading others to wrongly believe that they are the authors and owners of my intellectual property. Uncool."

Here’s
a reaction from TurningWest's Goodwin: "I have never heard of you before and have never seen any of your materials. This is very basic information and foundational to all team formation efforts." As shown by the indisputable proof to come, Goodwin's reaction is problematic for him. TurningWest plagiarized Graffius' work.

Here’s
another reaction from TurningWest's Goodwin: "Who are you and what kind of scam are you trying to pull? I have NEVER heard your name before nor have I EVER seen one word of your materials." Again, as shown by the indisputable proof to come, Goodwin's reaction is problematic for him. TurningWest plagiarized Graffius' work.

Additionally, by TurningWest not taking responsibility for and addressing their damaging plagiarism, TurningWest continues to spread misinformation and is directly responsible for their ongoing violation of Graffius' intellectual property.

When Graffius reviewed the TurningWest's infringing 2024 video, he saw that content on the characteristics and strategies for the phases of team development was teeming with plagiarized material from Graffius’ 2021 copyrighted ‘Phases of Team Development’ property. The indisputable proof follows.

Here's Exhibit 3. It's a delineated, side-by-side comparison of content on the characteristics and strategies for the Forming phase of team development. Respective content from Graffius' 2021 copyrighted 'Phases of Team Development' appears with a green background. Material from TurningWest's infringing 2024 video is exposed with a red background.
It shows examples of TurningWest's plagiarism—TurningWest stealing and passing off Graffius' words or ideas as their own.

Graffius v TurningWest Goodwin - Exhibit X - 3 - LwRes

Exhibit 4 is below. It provides diligent, side-by-side comparison of content on the characteristics and strategies for the Storming phase of team development. Respective content from Graffius' 2021 copyrighted 'Phases of Team Development' appears with a green background. Material from TurningWest's infringing 2024 video is exposed with a red background.
It shows more examples of TurningWest's plagiarism—TurningWest stealing and passing off Graffius' words or ideas as their own.

Graffius v TurningWest Goodwin - Exhibit X - 4 - LwRes

Here's Exhibit 5. It's a delineated, side-by-side comparison of content on the characteristics and strategies for the Norming phase of team development. Respective content from Graffius' 2021 copyrighted 'Phases of Team Development' appears with a green background. Material from TurningWest's infringing 2024 video is exposed with a red background.
It shows additional examples of TurningWest's plagiarism—TurningWest stealing and passing off Graffius' words or ideas as their own.

Graffius v TurningWest Goodwin - Exhibit X - 5 - LwRes

Here's Exhibit 6. It's a delineated, side-by-side comparison of content on the characteristics and strategies for the Performing phase of team development. Respective content from Graffius' 2021 copyrighted 'Phases of Team Development' appears with a green background. Material from TurningWest's infringing 2024 video is exposed with a red background.
It shows examples of TurningWest's plagiarism—TurningWest stealing and passing off Graffius' words or ideas as their own.

Graffius v TurningWest Goodwin - Exhibit X - 6 - LwRes

Here's Exhibit 7. It's a delineated, side-by-side comparison of content on the characteristics and strategies for the Adjourning phase of team development. Respective content from Graffius' 2021 copyrighted 'Phases of Team Development' appears with a green background. Material from TurningWest's infringing 2024 video is exposed with a red background.
It shows additional examples of TurningWest's plagiarism—TurningWest stealing and passing off Graffius' words or ideas as their own.

Graffius v TurningWest Goodwin - Exhibit X - 7 - LwRes

Each of the five immediately preceding exhibits (Exhibit 3, Exhibit 4, Exhibit 5, Exhibit 6, and Exhibit 7) showed examples of TurningWest's plagiarism—TurningWest stealing and passing off Graffius' words and ideas as their own. Individually, the exhibits are compelling.
Collectively, they form an irrefutable, damning picture of TurningWest's plagiarism.

Given the indisputable facts, TurningWest’s Goodwin must now reflect on his earlier reactions with regret, as they have cast him in an entirely unfavorable light.

Graffius' 'Phases of Team Development' is registered with the US Copyright Office. TurningWest did not request nor receive permission to use Graffius' property. Yet, TurningWest used Graffius' property commercially and without attribution. TurningWest's actions are a disgraceful breach of professional ethics, moral standards, and Graffius’ intellectual property rights.

TurningWest's plagiarism damaged the marketability and value of Graffius' copyrighted property. Further, by not taking responsibility for and addressing their damaging plagiarism, TurningWest continues to spread misinformation and is directly responsible for their ongoing violation of Graffius' intellectual property.

Graffius maintains, enforces, and protects his copyright and other intellectual property rights. Plagiarism often involves the violation of copyright, and copyright infringement is so serious that it is a Federal crime. For many reasons including facts covered in this article, if Graffius opts to take legal action against TurningWest for their violation of his copyright, the Federal case will include the greater of statutory damages or actual damages, special charges for willful infringement (which has been clarified by the courts to be either "intentional behavior" or merely "reckless behavior"), and additional costs.

TurningWest Infringement - Creative - Lady Justice - Holding iPhone - LwRes

If there's an update after this article is published, the information will appear in the Post-Publication Notes section.

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About Scott M. Graffius


Scott_M_Graffius_-_Blue_-_1000x1000_-LwRes

Scott M. Graffius is a global leader in agile project management, an expert on teamwork tradecraft, an authority on temporal dynamics on social media platforms, a creator, a consultant, a trainer, an award-winning author, and an international public speaker.

See his
bio to learn more.

IEEE Xplore Publication Featured Scott M Graffius Phases of Team Development Work - rev Sept 19 2024 - HiRes

Scott M. Graffius' 'Phases of Team Development' Featured by ATACC at TBS24 Conference - LwRes2

UC San Diego Features Scott M Graffius Intellectual Property on Teamwork - Geisel - Creative 24101007 - LwRes

Johns Hopkins University Features Work of Scott M Graffius - v24080107 - Tw - LwRes

Semiconductor manufacturing firm Lam Research features Scott M Graffius’ ‘Phases of Team Development’ Intellectual Property - Tw Sz Format - LwRes

Bayer Licensed IP of Agile Expert Scott M Graffius - AgileScrumGuide_com - LwRes

Scott M Graffius on X - SG on X Design 2 - v Feb 7 2024 - LwRes

Scott M Graffius - Impact_com Platform for Influencers and Affiliates - v April 7 2024 - rev April 10 2024 - LwRes

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About Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions

Scott_M_Graffius_Agile_Scrum_v22123007_LR_1000x1000_sq

Shifting customer needs are common in today's marketplace. Businesses must be adaptive and responsive to change while delivering an exceptional customer experience to be competitive.

There are a variety of frameworks supporting the development of products and services, and most approaches fall into one of two broad categories: traditional or agile. Traditional practices such as waterfall engage sequential development, while agile involves iterative and incremental deliverables. Organizations are increasingly embracing agile to manage projects, and best meet their business needs of rapid response to change, fast delivery speed, and more.

With clear and easy to follow step-by-step instructions,
Scott M. Graffius's award-winning Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions helps the reader:

  • Implement and use the most popular agile framework―Scrum;
  • Deliver products in short cycles with rapid adaptation to change, fast time-to-market, and continuous improvement; and
  • Support innovation and drive competitive advantage.

Hailed by Literary Titan as “the book highlights the versatility of Scrum beautifully.”

Winner of 17 first place awards.

Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions is available in paperback and ebook/Kindle in the United States and around the world. Some links by country follow.



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About
Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change

Scott_M_Graffius_Agile_Transformation_LR_1000x505

Thriving in today's marketplace frequently depends on making a transformation to become more agile. Those successful in the transition enjoy faster delivery speed and ROI, higher satisfaction, continuous improvement, and additional benefits.

Based on actual events,
Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change provides a quick (60-90 minute) read about a successful agile transformation at a multinational entertainment and media company, told from the author's perspective as an agile coach.

The award-winning book by
Scott M. Graffius is available in paperback and ebook/Kindle in the United States and around the world. Some links by country follow.



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How to Cite This Article


Graffius, Scott M. (2024, October 8). TurningWest's Trial. Available at:
https://scottgraffius.com/blog/files/turningwest.html. DOI: 10.13140/RG.2.2.19899.84008.

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Post-Publication Notes

If there are any supplements or updates to this article after the date of publication, they will appear here.

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This article uses limited excerpts from TurningWest, attributed to TurningWest and used under fair use for news reporting and analysis. TurningWest name, mark, and content (except for what was plagiarized) are the property of TurningWest.

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A PDF of this article is
here

The short link for this article is
https://bit.ly/turningwest

© Copyright 2024 Scott M. Graffius. All rights reserved. This material may not be published, broadcast, rewritten or redistributed without the express written permission of Scott M. Graffius.



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Radio Silence from the American Association of Neurological Surgeons on Report of Blatant Plagiarism in Their ‘Journal of Neurosurgery’ Publication

BY SCOTT M. GRAFFIUS | ScottGraffius.com

Plagiarism in a AANS JNS Publication - Radio Silence - Creative - LwRes



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Introduction

Plagiarism, defined as ‘to steal and pass off (the ideas or words of another) as one’s own: use (another's production) without crediting the source’ (source:
Merriam-Webster), damages trust, credibility, and the value of original content. The theft of intellectual property distorts the scholarly record and results in misinformation. It often violates copyright as well.

Publications must respond decisively to plagiarism reports by swiftly acknowledging complaints, conducting thorough investigations, and taking appropriate actions such as retractions.

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Quiz Question

The visual at the top of this article depicts a quiz related to a real situation. Here's the question:

You discovered blatant plagiarism in a Journal of Neurosurgery publication of the American Association of Neurological Surgeons. You reported it—with detailed specifics and indisputable evidence—to the authors, the editors, and the publisher. What should happen next (within five business days)?

🔘 A. The publisher or one or more of the authors or editors replies with, “Thank you for alerting us about the violation; we’re looking into it.”

🔘 B. The publisher or one or more of the authors or editors challenges you to a duel to defend their honor.

🔘 C. Neither the publisher nor any of the authors or editors responds. Radio silence.

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Quiz Answer

The question is about what should happen. For that reason, the correct answer about what should happen is: 'A. The publisher or one or more of the authors or editors replies with, "Thank you for alerting us about the violation; we're looking into it."

When publications receive a report of plagiarism, they should promptly acknowledge receipt of the report by responding within no longer than five business days. This action demonstrates transparency, professionalism, and a commitment to maintaining the integrity of the academic record. Conversely, not expeditiously acknowledging receipt of the report conveys a lack of transparency, a lack of professionalism, and a lack of commitment to integrity.

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Radio Silence by the Publisher, the Editors, and the Authors

It would be nice if the quiz above was just a hypothetical/thought experiment. Unfortunately, it's related to the real situation where Scott M. Graffius discovered blatant plagiarism in a Journal of Neurosurgery publication of the American Association of Neurological Surgeons and notified the authors, the editors, and the publisher of the violation on 24 September 2024.

As mentioned earlier, publishers should promptly acknowledge receipt of plagiarism reports by responding within no longer than five business days. As of the date of this article (8 October 2024), 10 business days (14 calendar days) have elapsed since the violation was reported. And the publisher, the editors, and the authors maintain radio silence.

Plagiarism is bad. By not acknowledging receipt of the report, the publisher, the editors, and the authors made the bad situation worst. And the publisher (JNS Publishing Group / American Association of Neurological Surgeons) has not yet taken action such as retraction or removal of the infringing material.

Radio Silence from the American Association of Neurological Surgeons on Report of Blatant Plagiarism in Their Journal of Neurosurgery - Excerpt - LwRes

It is imperative that the publisher demonstrate—through their actions—a commitment to upholding the highest standards of ethics and intellectual property rights. The publisher must take immediate and decisive action such as retracting or removing the infringing content. Otherwise, the publisher is knowingly endorsing, permitting or otherwise allowing ongoing misinformation and the perpetual violation of Graffius' intellectual property.

Details follow. If there's an update on this consequential matter after this article is published, the information will appear in the Post-Publication Notes section.

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Plagiarism in a AANS JNS Publication - Fingers Grab Grabbing Stealing IP Intellectual Property - LwRes

Details on the Plagiarism

On 24 September 2024, Scott M. Graffius observed plagiarism in a
Journal of Neurosurgery (JNS) publication of the American Association of Neurological Surgeons. That same day, Graffius wrote to the publisher, the editors, and the authors of the violating material. His email was titled, 'JNS paper plagiarized and damaged the marketability and value of Scott M. Graffius’ copyrighted property.' It contained detailed specifics and indisputable evidence. Saved as a PDF, Graffius' email is 19 pages.

As a high-level overview, thumbnails of the 19-page email are shown below. Then, select 'readable' excerpts are provided.

Graffius v JNSPG AANS UM JNS Muhlestein Chang Justice Johnson Brown Popadich - Blg Exhibit - Big Thumbnail

Excerpts from Graffius' 19-page email follow. They're shown in italic font.

Here's an excerpt from the introduction section of Graffius' email.

Authors of a Journal of Neurosurgery (JNS) paper plagiarized Graffius’ copyrighted ‘Phases of Team Development’ property, constituting a profound and disgraceful breach of professional ethics, moral standards, and Graffius’ intellectual property rights. Here are the specifics on the publication.

  • Publication: Journal of Neurosurgery
  • Publisher: JNS Publishing Group, American Association of Neurological Surgeons
  • Paper: Developing interdisciplinary research teams in neurosurgery: key elements to success in brachial plexus and peripheral nerve surgery
  • Authors: Whitney E. Muhlestein, MD; Kate W. C. Chang, MA, MS; Denise Justice, OTRL, Sarah Johnson, MS, OTRL; Shawn Brown; and Miriana Popadich, MSN, NP-C
  • Publication Date: 12 May 2023
  • Volume/Issue: Volume 139: Issue 6
  • Page Range: 1552-1559
  • DOI link: https://doi.org/10.3171/2023.4.JNS222254

Here's an excerpt from the section of the email with background information.

Informed by the research of Bruce W. Tuckman, Ph.D. and Mary Ann C. Jensen, over 100 subsequent studies, and Scott M. Graffius’ first-hand professional experience with, and analysis of, team leadership and performance, Graffius created his ‘Phases of Team Development.’ It’s a unique perspective on the five phases of team development — Forming, Storming, Norming, Performing, and Adjourning — and it’s inclusive of the characteristics/features/traits and strategies for each phase.

Graffius’ ‘Phases of Team Development’ intellectual property is registered with the United States Copyright Office.

The integrated text from Graffius’ copyrighted property applies in this case.

Graffius initially developed his intellectual property in 2008, and he periodically refreshes it. An authorized example of his copyrighted property applicable in this case (2022 edition) is here: https://www.scottgraffius.com/blog/files/teams- 2022.html .

Here's more from the section of the email with background information.

Graffius’ copyright ownership details are integrated into and appear on his copyrighted property. Specifically, it reads: “Copyright © 2008-2022 Scott M. Graffius. All rights reserved. For permission requests, contact scott@scottgraffius.com.”

Additionally, his respective article includes this: “To request permission to use the 'Phases of Team Development' visual, contact Scott M. Graffius. If approved, high resolution JPG and PNG image files will be provided, subject to terms and conditions.”

And also this: “© Copyright 2022 Scott M. Graffius. All rights reserved. This material may not be published, broadcast, rewritten or redistributed without the express written permission of Scott M. Graffius.”

Conference organizers, businesses, professional associations, government agencies, and universities around the world engage Graffius to deliver compelling talks and workshops. To date, he’s presented sessions at 91 conferences and other events across 25 countries, including:

  • Armenia,
  • Australia,
  • Brazil,
  • Canada,
  • Czech Republic,
  • Finland,
  • France,
  • Germany,
  • Greece,
  • Hong Kong,
  • Hungary,
  • India,
  • Ireland,
  • Lithuania,
  • Luxembourg,
  • Nepal,
  • Netherlands,
  • New Zealand,
  • Norway,
  • Romania,
  • Sweden,
  • Switzerland,
  • United Arab Emirates,
  • United Kingdom,
  • and the United States.

Graffius’ ‘Phases of Team Development’ intellectual property is central and key to many of those sessions. His rate card and a listing of his engagements are at https://scottgraffius.com/resources/Exceptional-PPM-and-PMO-Solutions- Rate-Card-for-2024-2025-v24071607.pdf and https://scottgraffius.com/publicspeaker.html, respectively.

With an authorization/license from Graffius, many organizations around the world have featured and used his copyrighted ‘Phases of Team Development’ work. Select examples include:

  • Adobe,
  • American Management Association,
  • Amsterdam Public Health Research Institute,
  • Boston University,
  • Broadcom,
  • Cisco,
  • Deimos Aerospace,
  • DevOps Institute,
  • Erste Group Bank AG (Austria),
  • FINAT,
  • Ford Motor Company,
  • FSU College of Medicine,
  • Hasso Plattner Institute (Germany),
  • IEEE,
  • Johns Hopkins University,
  • LeadingEng,
  • London South Bank University,
  • Manufacturers Alliance,
  • Microsoft,
  • New Zealand Government,
  • Oracle,
  • Royal Australasian College of Physicians,
  • TBS Switzerland,
  • Torrens University (Australia),
  • Tufts University,
  • U.S. National Park Service,
  • U.S. Tennis Association,
  • UC San Diego,
  • UK Sports Institute,
  • University of Galway (Ireland),
  • Victorian Institute of Technology (Australia),
  • Virginia Tech,
  • Warsaw University,
  • Western Sydney University (Australia),
  • World Resources Institute,
  • Yale University,
  • ZHAW Zurich University of Applied Sciences,
  • and many others.

The following excerpts are from the section of the email detailing the violation.

Again, Graffius’ copyright ownership details and permission request information are clearly noted.

Authors (Whitney E. Muhlestein, MD; Kate W. C. Chang, MA, MS; Denise Justice, OTRL, Sarah Johnson, MS, OTRL; Shawn Brown; and Miriana Popadich, MSN, NP-C) of the JNS paper (
'Developing interdisciplinary research teams in neurosurgery: key elements to success in brachial plexus and peripheral nerve surgery') did not request nor receive permission to use Graffius’ copyrighted property.

Nevertheless, the authors used Graffius’ copyrighted property in their JNS article: they plagiarized Graffius’ work, damaging the marketability and value of his intellectual property.

The following excerpts from the email provide some side-by-side examples of Graffius' copyrighted property and the plagiarism in the JNS publication.

  • Content from Scott M. Graffius 2022 copyrighted property: “High motivation, trust, and empathy”
  • Content from 2023 JNS article, plagiarizing Graffius’ work: “High motivation, trust, and empathy”

  • Content from Scott M. Graffius 2022 copyrighted property: “Individuals defer to team needs”
  • Content from 2023 JNS article, plagiarizing Graffius’ work: “Individuals defer to team needs”

  • Content from Scott M. Graffius 2022 copyrighted property: “Effectively producing deliverables”
  • Content from 2023 JNS article, plagiarizing Graffius’ work: “Effectively producing deliverables”

  • Content from Scott M. Graffius 2022 copyrighted property: “Consistent performance”
  • Content from 2023 JNS article, plagiarizing Graffius’ work: “Consistent performance”

  • Content from Scott M. Graffius 2022 copyrighted property: “Demonstrations of interdependence”
  • Content from 2023 JNS article, plagiarizing Graffius’ work: “Demonstrations of interdependence”

  • Content from Scott M. Graffius 2022 copyrighted property: “Purpose and goals are well-understood”
  • Content from 2023 JNS article, plagiarizing Graffius’ work: “Purpose and goals are well-understood”

  • Content from Scott M. Graffius 2022 copyrighted property: “More confident”
  • Content from 2023 JNS article, plagiarizing Graffius’ work: “More confidence”

  • Content from Scott M. Graffius 2022 copyrighted property: “Members are engaged and supportive”
  • Content from 2023 JNS article, plagiarizing Graffius’ work: “Members are engaged and supportive”

The exhibit below also shows some examples of the blatant plagiarism.

Graffius v JNSPG AANS UM JNS Muhlestein Chang Justice Johnson Brown Popadich - Blg Exhibit - SideBySide

The following excerpts are from the conclusion section of Graffius' email.

Graffius’ copyright ownership details are integrated into and appear on his copyrighted property. Specifically, it reads: “Copyright © 2008-2022 Scott M. Graffius. All rights reserved. For permission requests, contact scott@scottgraffius.com.” Additionally, his article includes this: “To request permission to use the 'Phases of Team Development' visual, contact Scott M. Graffius. If approved, high resolution JPG and PNG image files will be provided, subject to terms and conditions.” And also this: “© Copyright 2022 Scott M. Graffius. All rights reserved. This material may not be published, broadcast, rewritten or redistributed without the express written permission of Scott M. Graffius.”

Authors (Whitney E. Muhlestein, MD; Kate W. C. Chang, MA, MS; Denise Justice, OTRL, Sarah Johnson, MS, OTRL; Shawn Brown; and Miriana Popadich, MSN, NP-C) of the JNS paper (Developing interdisciplinary research teams in neurosurgery: key elements to success in brachial plexus and peripheral nerve surgery) did not request nor receive permission to use Graffius’ copyrighted property.

The authors of the JNS paper used Graffius’ copyrighted property, including plagiarizing it. The JNS paper did not attribute material to Graffius through citation or otherwise. By doing so, the authors are wrongly leading others to falsely believe that they are the author and owner of Graffius’ respective copyrighted content.

The JNS authors’ plagiarism damaged the marketability and value of Graffius’ copyrighted property.

The aforementioned actions of the authors of the JNS paper are a disgraceful breach of professional ethics, moral standards, and Graffius’ intellectual property rights.

The following excerpt is also from the conclusion section of Graffius' email.

Graffius maintains, enforces, and protects his copyright and other intellectual property rights. He is consulting with an IP attorney in Los Angeles. Graffius reserves his rights in this disturbing and consequential matter.

The preceding provided excerpts of key content—not the full transcript—of Graffius' email.

Authors of the
Journal of Neurosurgery (JNS) paper blatantly plagiarized Graffius’ copyrighted ‘Phases of Team Development’ property, constituting a profound and disgraceful breach of professional ethics, moral standards, and Graffius’ intellectual property rights.

It is shocking that neither the publisher nor any of the editors or authors have responded to Graffius' report on the violation. By not acknowledging receipt of the plagiarism report, the publisher signals a lack of transparency, a lack of professionalism, and a lack of commitment to integrity.

It is imperative that the publisher, JNS Publishing Group / the American Association of Neurological Surgeons, demonstrate—through their actions—a commitment to upholding the highest standards of ethics and intellectual property rights. The publisher must take immediate and decisive action such as retracting or removing the infringing content. Otherwise, they risk losing their credibility and the trust placed in them by scientific and academic communities.

If there's an update after this article is published, the information will appear in the Post-Publication Notes section.

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About the Journal of Neurosurgery

The
Journal of Neurosurgery (JNS) is a monthly peer-reviewed medical journal covering all aspects of neurosurgery. It is published by the American Association of Neurological Surgeons (AANS) and the editor-in-chief is James Rutka. The JNS brands itself as the world’s leading journal on neurosurgery and the official journal of the AANS.

Visit the
JNS website to learn more.

Note: Scott M. Graffius included (among others) James Rutka, AANS Editor-in-Chief, on the 24 September 2024 email detailing the plagiarism violation.

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About the American Association of Neurological Surgeons


The American Association of Neurological Surgeons (AANS) is dedicated to advancing neurological surgery. The AANS says that through rigorous education, groundbreaking research, robust advocacy, and the advancement of outcomes science, it strives to ensure the highest standards of patient care are met and exceeded.
Katie O. Orrico is Chief Executive Officer of the AANS.

Visit the
AANS website to learn more.

Note: Scott M. Graffius included (among others) Katie O. Orrico, AANS CEO, on the 24 September 2024 email detailing the plagiarism violation.

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About Scott M. Graffius


Scott_M_Graffius_-_Blue_-_1000x1000_-LwRes

Scott M. Graffius is a global leader in agile project management, an expert on teamwork tradecraft, an authority on temporal dynamics on social media platforms, a creator, a consultant, a trainer, an award-winning author, and an international public speaker.

He's generated over $1.9 billion of business value in aggregate for Global Fortune 500 businesses and other organizations he's served — as a consultant through
Exceptional PPM and PMO Solutions and Exceptional Agility, and as a member of staff at organizations. Businesses and industries range from consumer products to advanced technology (including AI, R&D), e-commerce, music, streaming/OTT video, television, film, video games, financial services, government, and more.

Graffius and content from his books (
Agile Scrum and Agile Transformation), talks, workshops, and more have been featured and used by businesses, professional associations, governments, and universities around the world. Examples include Adobe, American Management Association, Amsterdam Public Health Research Institute, Bayer, Boston University, Broadcom, Cisco, Deimos Aerospace, DevOps Institute, EU's European Commission, Ford Motor Company, Hasso Plattner Institute Germany, IEEE, Johns Hopkins University, London South Bank University, Microsoft, National Academy of Sciences, New Zealand Government, Oracle, Project Management Institute, Torrens University Australia, UC San Diego, TBS Switzerland, UK Sports Institute, University of Galway Ireland, U.S. Department of Energy, U.S. National Park Service, U.S. Tennis Association, Virginia Tech, Warsaw University of Technology, Yale University, Zurich University of Applied Sciences, and many others.

He delights audiences around the world with dynamic and engaging talks and workshops. He's presented sessions at 91 conferences and other events across 25 countries. Visit
here to learn more and here to ask Scott to speak at your event.

Scott M Graffius on X - SG on X Design 2 - v Feb 7 2024 - LwRes

Scott M Graffius - Impact_com Platform for Influencers and Affiliates - v April 7 2024 - rev April 10 2024 - LwRes

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About Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions

Scott_M_Graffius_Agile_Scrum_v22123007_LR_1000x1000_sq

Shifting customer needs are common in today's marketplace. Businesses must be adaptive and responsive to change while delivering an exceptional customer experience to be competitive.

There are a variety of frameworks supporting the development of products and services, and most approaches fall into one of two broad categories: traditional or agile. Traditional practices such as waterfall engage sequential development, while agile involves iterative and incremental deliverables. Organizations are increasingly embracing agile to manage projects, and best meet their business needs of rapid response to change, fast delivery speed, and more.

With clear and easy to follow step-by-step instructions,
Scott M. Graffius's award-winning Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions helps the reader:

  • Implement and use the most popular agile framework―Scrum;
  • Deliver products in short cycles with rapid adaptation to change, fast time-to-market, and continuous improvement; and
  • Support innovation and drive competitive advantage.

Hailed by Literary Titan as “the book highlights the versatility of Scrum beautifully.”

Winner of 17 first place awards.

Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions is available in paperback and ebook/Kindle in the United States and around the world. Some links by country follow.



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About
Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change

Scott_M_Graffius_Agile_Transformation_LR_1000x505

Thriving in today's marketplace frequently depends on making a transformation to become more agile. Those successful in the transition enjoy faster delivery speed and ROI, higher satisfaction, continuous improvement, and additional benefits.

Based on actual events,
Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change provides a quick (60-90 minute) read about a successful agile transformation at a multinational entertainment and media company, told from the author's perspective as an agile coach.

The award-winning book by
Scott M. Graffius is available in paperback and ebook/Kindle in the United States and around the world. Some links by country follow.



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References/Sources


The following is a list of material on publishing standards and procedures. Some cover the reporting and handling of plagiarism.

  1. Alter, Alexandra (2019, September 22). It’s a Fact: Mistakes are Embarrassing the Publishing Industry. Available at: https://www.nytimes.com/2019/09/22/business/publishing-books-errors.html.
  2. American Psychological Association (2019, November). Correction Notices. Available at: https://apastyle.apa.org/style-grammar-guidelines/research-publication/correction-notices.
  3. Association for Computing Machinery (ACM) (2018, November 15). ACM Publications Policy on the Withdrawal, Correction, Retraction, and Removal of Works from ACM Publications and ACM DL. Available at: https://www.acm.org/publications/policies/retraction-policy.
  4. Cambridge University Press (n.d.). Publishing Ethics. Available at: https://www.cambridge.org/core/journals/flow/information/journal-policies/publishing-ethics.
  5. Committee on Publication Ethics (COPE) (n.d.). Post-Publication Discussions and Corrections. Available at: https://publicationethics.org/postpublication.
  6. Elsevier (n.d.). Policy and Best practice: Errata & Corrigenda. Available at: https://www.elsevier.com/editor/perk/policy-and-best-practice-errata-and-corrigenda.
  7. Emerald Publishing (n.d.). Article Withdrawal & Correction. Available at: https://www.emeraldgrouppublishing.com/publish-with-us/author-policies/article-withdrawal-correction.
  8. Faust, Jessica (2007, October 3). Typos and Errors After Publication. Available at: https://bookendsliterary.com/typos-and-errors-after-publication.
  9. Graffius, Scott M. (2024, March 22). The Protocol for Reporting an Error to an Author or Publisher. Available at: https://scottgraffius.com/blog/files/error-reporting.html. DOI: 10.13140/RG.2.2.18830.98883.
  10. Graffius, Scott M. (2021, November 10). An Error Was Introduced Into the Seventh Edition of 'A Guide to the Project Management Body of Knowledge (PMBOK)'. Available at: https://scottgraffius.com/blog/files/pmbok7.html.
  11. Idunn (n.d.). Publishing and Research Ethics Policy. Available at: https://www.idunn.no/info/publiseringsetikk.
  12. IEEE (n.d.). Publishing Ethics: Guidelines and Policies: Post-Publication Policies. Available at: https://books.ieeeauthorcenter.ieee.org/book-publishing-at-ieee/publishing-ethics/guidelines-and-policies/post-publication-policies.
  13. Institute for Operations Research and the Management Sciences (INFORMS) (n.d.). Guidelines for Ethical Behavior in Publishing. Available at: https://pubsonline.informs.org/page/opre/guidelines-for-ethical-behavior-in-publishing.
  14. IntechOpen (n.d.). Retraction and Correction Policy. Available at: https://www.intechopen.com/page/retraction-and-correction-policy.
  15. Marasović, Tea; Utrobiĉić, Ana; and Maruŝić, Ana (2018, March 31). Transparency of Retracting and Replacing Articles. The Lancet, 391 (10127): 1244-1245.
  16. Nature (n.d.). Editorial and Publishing Policies. Available at: https://www.nature.com/srep/journal-policies/editorial-policies.
  17. O’Reilly Media (n.d.). Errata for Java in a Nutshell. Available at: https://www.oreilly.com/catalog/errata.csp?isbn=0636920030775.
  18. Palgrave Macmillan (n.d.). Corrections and Retractions. Available at: https://www.palgrave.com/gp/editorial-policies/corrections-and-retractions.
  19. Pearson Education / InformIT (n.d.). Contact Us: Submit Errata. Available at: https://www.informit.com/about/contact_us/index.aspx?ContactUs_Topics_Partners_id=9d39709c-c911-4c96-ac2c-2c5a22d68ba9.
  20. Project Management Institute (PMI) (n.d.). PMI Standards Program Comment Form. Available at: https://www.pmi.org/-/media/pmi/documents/public/pdf/pmbok-standards/pmi-standards-program-comment-form.pdf.
  21. Project Management Institute (PMI) (n.d.). Standards Errata Sheets. Available at: https://www.pmi.org/pmbok-guide-standards/foundational/pmbok/errata-sheets.
  22. Public Library of Science (PLOS) (n.d.). Corrections, Expressions of Concern, and Retractions. Available at: https://journals.plos.org/plosone/s/corrections-and-retractions.
  23. SAE International (n.d.). ARINC Standard – Errata Report Template. Available at: https://wcm14.sae.org/site/binaries/content/assets/itc/content/arinc/errata-form.docx [note: selecting the link will download the file].
  24. Sage Publications (n.d.). Sage Corrections and Retractions Policy. Available at: https://us.sagepub.com/en-us/nam/sage-corrections-and-retractions-policy.
  25. Science Publishing Group (n.d.). Ethical Guidelines. Available at: https://www.sciencepublishinggroup.com/information/ethical-guidelines.
  26. Springer (n.d.). Editorial Policies: Corrections and Retractions. Available at: https://www.springer.com/gp/editorial-policies/corrections-and-retractions.
  27. Taylor & Francis (n.d.). Publishing Ethics for Journal Editors: FAQs. Available at: https://editorresources.taylorandfrancis.com/publishing-ethics-for-editors/publishing-ethics-faqs.
  28. Ubiquity Press (n.d.). Correction and Retraction Policy. Available at: https://ubiquitypress.com/site/corrections.
  29. Warner, Brooke (2019, April 26). How to Publish a Perfect Book. Available at: https://www.publishersweekly.com/pw/by-topic/authors/pw-select/article/79902-how-to-publish-a-perfect-book.html.
  30. Wiley (n.d.). Best Practice Guidelines on Research Integrity and Publishing Ethics. Available at: https://authorservices.wiley.com/ethics-guidelines/index.html.
  31. Wiley Author Services (n.d.). Wiley's Policy for Handling Retractions, Withdrawals, and Expressions of Concern. Available at: https://authorservices.wiley.com/ethics-guidelines/retractions-and-expressions-of-concern.html.
  32. World Intellectual Property Organization (WIPO) (n.d.). Managing Intellectual Property in the Book Publishing Industry. Available at: https://www.wipo.int/edocs/pubdocs/en/copyright/868/wipo_pub_868.pdf.

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How to Cite This Article


Graffius, Scott M. (2024, October 8). Radio Silence from the American Association of Neurological Surgeons on Report of Blatant Plagiarism in Their ‘Journal of Neurosurgery’ Publication. Available at:
https://scottgraffius.com/blog/files/aans-jns-publication.html. DOI: 10.13140/RG.2.2.25837.40160

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Post-Publication Notes

If there are any supplements or updates to this article after the date of publication, they will appear here.

11 October 2024

Here's a relatively quick update for 11 October 2024. Scott M. Graffius discovered blatant plagiarism in a
Journal of Neurosurgery publication of the American Association of Neurological Surgeons and notified the authors, the editors, and the publisher of the violation on 24 September 2024. Weeks passed with radio silence (not even acknowledgement of receipt of the report of the violation). For those reasons, Graffius started sharing this serious situation and its status via social media. On 11 October 2024, the publisher sent the first communication to Graffius. The publisher conveyed that action will be taken against the authors for their plagiarism and that the process may take several weeks. This quick update may be detailed further in a subsequent refresh of this section.

Further updates will be added to this section.

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A PDF of this article is
here

The short link for this article is
https://bit.ly/aans-jns

© Copyright 2024 Scott M. Graffius. All rights reserved. This material may not be published, broadcast, rewritten or redistributed without the express written permission of Scott M. Graffius.



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Supplement to Graffius' 'Lifespan (Half-Life) of Social Media Posts' Research: Typical Engagement Distribution Pattern for Social Media Posts

BY SCOTT M. GRAFFIUS | ScottGraffius.com

Scott M Graffius - Typical Distribution Pattern for Social Media Posts - Refresh Oct 6 2024 - On Stage - LwRes



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Supplement to Graffius' 'Lifespan (Half-Life) of Social Media Posts' Research: Typical Engagement Distribution Pattern for Social Media Posts

When content is published online, relevance and engagement have a limited lifespan. Most posts receive half of their total engagement (such as likes, shares, and comments) relatively soon, with the remainder spread out over a comparatively longer period. Said differently, plotting engagement against time typically reveals a distribution where the peak engagement occurs early, with a long tail of diminishing interaction, resembling a positively skewed unimodal distribution (an example is shown in the visuals above and below). For those reasons, an advantageous objective metric is half-life. It’s the time it takes for a post to receive half of its total engagement. Data can help inform strategic and tactical decisions, such as the frequency and scheduling of posts.

Scott M Graffius - Typical Distribution Pattern for Social Media Posts - Refresh Oct 6 2024 - LwRes

Reports by others related to the longevity of social media are often outdated or based on the experience of one person, one organization, or one limited set of data. With any of those common limitations, findings are at risk of being non-representative, inaccurate, or unreliable.

It’s important to have a large dataset from multiple sources. In addition to generating results that are more likely to be appropriately representative, accurate, and reliable, this approach provides a more complete picture and helps identify trends.

In 2018, Scott M. Graffius first published data on the average lifespan (half-life) of posts on Snapchat, X (formerly Twitter), Facebook, Instagram, LinkedIn, YouTube, Pinterest, and blogs based on a large dataset comprised of multiple, diverse sources. Algorithms and other factors on platforms change over time. For that reason, Graffius periodically updates his analysis.

The visual for the current (2024) edition of his ‘Lifespan (Half-Life) of Social Media Posts’ is shown below and the details are
here.

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Scientists, researchers, journalists, academics, YouTubers, podcasters, digital marketing experts, businesses, government agencies, and others around the world have featured and used Scott M. Graffius’ ‘Lifespan (Half-Life) of Social Media Posts’ research. Here are some examples:

  1. Bensley, Robert J., & Brookins-Fisher, Jodi (2023, December 14). Community and Public Health Education Methods: A Practical Guide—Fifth Edition. Burlington, MA: Jones & Bartlett Learning. [The authors cover Graffius’ work in Chapter 10 (Using Social Media) and list Graffius’ work as reference number 84 on page 256. A link to the publication at Google Books is here: https://bit.ly/cphem-5.]
  2. Berkessel, Juergen (2021, October 27). How Evergreen Posting on Social Media for Podcasters Creates Growth. Season 1, Episode 9 of the Podcasting Strategy Show. Available at: https://polymash.com/evergreen-posting. [The podcast references Graffius’ research. Show notes include Graffius’ “Lifespan (Half-Life) of Social Media Posts” visual as well as a hyperlink to Graffius’ full report.]
  3. Buffer (2024, February 7). 9 Ways to Grow Your Following on X/Twitter. Available at: https://buffer.com/resources/get-more-followers-on-twitter-x/. [It has a hyperlink to Graffius’ research.]
  4. Burton, Taylor (2022, November 2). Social Media Marketing: Leveraging LinkedIn. Pennsylvania Bar Institute. Available at: https://go.pbi.org/blog/social-media-marketing-leveraging-linkedin. [In the article, “LinkedIn posts are shown to have a longer lifespan” is hyperlinked to Graffius’ research.]
  5. Center for Direct Marketing (2024, March 25). Best Marketing Podcasts, Lifespan of Social Media and Blog Posts. Available at: https://dmcenter.com/march-2024/. [The article references, and has a link to, Graffius’ research.]
  6. Center for Direct Marketing (2022, September 27). What Is the Average Lifespan of a Blog or Social Media Post? Available at: https://dmcenter.com/lifespan-of-a-post. [The article includes data from Graffius and a hyperlink to his research.]
  7. Chowdhary, Tanish (2023, March 21). 13 Best Twitter Thread Tools to Go Viral in 2023. Geekflare. Available at: https://geekflare.com/best-twitter-thread-tools. [The article includes Graffius’ “Lifespan (Half-Life) of Social Media Posts” visual and a hyperlink to Graffius’ research.]
  8. Confederation of European Waste-to-Energy Plants (CEWEP) (2023, June 15). The Power of Social Media and How to Use It. 10th CEWEP Waste-to-Energy Congress, 14th - 16th June 2023, Berlin. Available at: https://www.cewep.eu/congress2023presentations/ and https://www.cewep.eu/wp-content/uploads/2023/06/4.1-Monika-Michalska.pdf. [CEWEP Congress presentation slide 9 featured Graffius’ visual, representing a summary of his research findings.]
  9. Degraux, Xavier (2022, November 5). Quelle est la Durée d’un Post sur Twitter, Instagram, LinkedIn. Available at: https://www.xavierdegraux.be/quelle-est-la-duree-dun-post-sur-twitter-instagram-linkedin. [In his article, Xavier Degraux — a social networks and content marketing consultant based in Belgium — discussed Graffius' work and provided a hyperlink to the research. Here's the title in English: How Long is a Post on Twitter, Instagram, LinkedIn.]
  10. Encompass Online Marketing (2023, March 15). How Often Should You Publish New Content? Available at: https://encompassonline.ca/blog/how-often-should-you-publish-new-content. [Among other points, the article references the lifespan of tweets and has a hyperlink to Graffius’ research.]
  11. Fallah, Georges (2023, December 18). The Best Times to Post on Social Media. Available at: https://www.vbout.com/blog/the-best-times-to-post-on-social-media. [The article has hyperlinks to Graffius’ research.]
  12. Gebauer, Susanna (2022, October 25). Twitter Scheduling: How to Schedule Tweets for More Impact. Available at: https://susannagebauer.com/blog/twitter-scheduling/. [The article includes a link to Graffius' research.]
  13. Geyser, Werner (2023, September 20). 34 Mind-blowing Pinterest Stats for 2023. Influencer Marketing Hub. Available at: https://influencermarketinghub.com/pinterest-stats. [The article references the durations of “three months” and provides a hyperlink to Graffius’ research.]
  14. GoDaddy (2023, February 20). How to Do Social Media: A Guide for Small Businesses and Entrepreneurs. Available at: https://www.godaddy.com/resources/skills/how-to-do-social-media. [In discussing the lifespan of tweets, the article provides a hyperlink to Graffius’ research.]
  15. Gotch, Nathan (2023, December 4). How to Start an SEO Business (2024 Update). Available at: https://www.gotchseo.com/start-seo-company/. [The article includes Graffius’ “Lifespan (Half-Life) of Social Media Posts” visual and a hyperlink to Graffius’ research.]
  16. Hawes, C. W. (2023, January 24). Social Media Half-Life. Available at: https://www.cwhawes.com/social-media-half-life. [The article identifies Graffius’ research and has a hyperlink to it.]
  17. Lin, Yunduan, & Wang, Mengxin, & Zhang, Heng, & Zhang, Renyu, & Shen, Zuo-Jun Max (2021, June 9; revised 2023, June 28). Content Promotion for Online Content Platforms with the Diffusion Effect. SSRN. Available at: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3863104 and https://dx.doi.org/10.2139/ssrn.3863104. [The scientific paper mentions Graffius’ work, and it delineates his research in the References section.]
  18. McErlain-Naylor, Stuart (2022, March 24). Social Media for Academia - All You Need to Know [Video]. Available at: https://www.youtube.com/watch?v=Ka88MxZbU8o. [At timestamp 13:59 in the video, Dr. Stuart McErlain-Naylor displays a visual which summarizes the 2022 edition of Graffius’ research.]
  19. MeetEdgar (2023, April 2). Everything You Need to Know About Repeating Social Media Content. Available at: https://meetedgar.com/blog/repeating-social-media-content. [This article from social media management tool company MeetEdgar discusses the lifespan of posts and it has a hyperlink to Graffius’ research.]
  20. Memom, Alafiya (2023, June 14). Master the Art of Using Pinterest for Blogging in 2023. ContentStudio. Available at: https://blog.contentstudio.io/pinterest-for-blogging. [The article rounds up the half-life of Pinterest pins as “4 months” and it includes a hyperlink to Graffius’ research.]
  21. Metricool (2023, October 31). YouTube Marketing in 2023. Available at: https://metricool.com/youtube-marketing. [The article includes “According to Scott Graffius’s data ...” and a hyperlink to Graffius’ research.]
  22. Patel, Neil (2023, May 23). 18 Powerful Twitter Marketing Tips [That Actually Work]. Neil Patel. Available at: https://neilpatel.com/blog/twitter-marketing-tips. [In the article, “The average lifespan of one tweet” has a hyperlink to Graffius’ research.]
  23. Pitzalis, Josh (2022, November 21). Finding Social Media Calendar Ideas for Twitter. Chirr App. Available at: https://getchirrapp.com/how-to/find. [The article references the half-life of a tweet and has a hyperlink to Graffius’ research.]
  24. Pugalia, Akash, & Lalani, Farah (2023, September 29). Digital Safety: How a Multi-Faceted Approach Can Help Tackle Real-World Harm. World Economic Forum. Available at: https://www.weforum.org/agenda/2023/09/digital-safety-multi-faceted-approach-tackle-real-world-harm. [The Proceedings of the National Academy of Sciences (PNAS) included data by Graffius on the half-life of social media. The World Economic Forum covered that PNAS study in their article.]
  25. Rainey, Clint (2023, August 15). Social Media’s Toxic Impact Can Last Up to 8 Days. This Behavioral Scientist’s Solution Might Surprise You. Available at: https://www.fastcompany.com/90939081/social-media-toxic-impact-content-moderation-solution-behavior-science. [The Proceedings of the National Academy of Sciences (PNAS) included Graffius’ research data on the half-life of social media. Fast Company covered that PNAS publication — and summarized Graffius’ data from it — in their article.]
  26. Rynek Pro (2023, June 26). Długość Życia Postów (Half-Life) w Mediach Społecznościowych w 2023 Roku. Available at: https://rynek.pro/half-life-dlugosc-zycia-postow/#pll_switcher. [Rynek Pro, a Poland-based advertising agency, featured Graffius’ research in their article. Here’s the title in English: Life Expectancy of Posts (Half-Life) in Social Media in 2023.]
  27. Schneider, Philipp J., & Rizoiu, Marian-Andrei (2023, August 22). The Effectiveness of Moderating Harmful Online Content. Proceedings of the National Academy of Sciences of the United States of America, 120 (34): e2307360120. Available at: https://www.pnas.org/doi/abs/10.1073/pnas.2307360120. DOI: 10.1073/pnas.2307360120. [The scientific paper references Graffius’ “Lifespan (Half-Life) of Social Media Posts” research and uses his data.]
  28. Strozyk, Kaylee (2023, November 3). 11 Tips on How to Use Pinterest for Real Estate. Fit Small Business. Available at: https://fitsmallbusiness.com/how-to-use-pinterest-for-real-estate-agents. [The article references that the half-life of Pinterest pins is “about 3.75 months.” Selecting the respective hyperlink brings up Graffius’ research.]
  29. Thailand TV News (2022, August 16). Half-Life of Each Social Media Post. Available at: https://thailandtv.news/half-life-of-each-social-media-post-thumbsup. [The article incorporates data from Graffius’ work and it has a hyperlink to his research.]
  30. The Tech Reps (2023, January 23). SEO or Social Media Marketing, Which is Better for Sales? [video]. Available at: https://www.youtube.com/watch?v=aVmQdHDXCrw. [The Tech Reps used Graffius’ “Lifespan (Half-Life) of Social Media Posts” visual as the background image in their video.]
  31. Two Rivers Marketing (2020, December 9). 8 Social Media Channels and Tactics to Consider Adding to Your Marketing Mix. Available at: https://www.tworiversmarketing.com/blog/8-social-media-channels-and-tactics-to-consider-adding-to-your-marketing-mix. [The article references the lifespan of posts and has a hyperlink to Graffius’ research.]
  32. Walters, Christy (2023, May 4). How To Curate Content for LinkedIn: Handpick Your Next Post. CopyPress. Available at: https://www.copypress.com/kb/social-media-promotion/curate-content-for-linkedin. [The article discusses the lifespan of a LinkedIn post and has a hyperlink to Graffius’ research.]
  33. What What SEO (2024, September 5). 5 bonnes raisons de créer un compte Pinterest si tu es entrepreneuse. (In English: 5 good reasons to create a Pinterest account if you are an entrepreneur). Available at: https://whatwhatseo.fr/creer-compte-pinterest-entreprise-avantages/. [The article incorporates Graffius’ research; to see the details, select 'Sources' located towards the end of the article.]

And many more.

To learn more about Graffius' ‘Lifespan (Half-Life) of Social Media Posts’ research, visit
here.
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About Scott M. Graffius


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Scott M. Graffius is a global leader in agile project management, an expert on teamwork tradecraft, an authority on temporal dynamics on social media platforms, a creator, a consultant, a trainer, an award-winning author, and an international public speaker.

He's generated over $1.9 billion of business value in aggregate for Global Fortune 500 businesses and other organizations he's served — as a consultant through
Exceptional PPM and PMO Solutions and Exceptional Agility, and as a member of staff at organizations. Businesses and industries range from consumer products to advanced technology (including AI, R&D), e-commerce, music, streaming/OTT video, television, film, video games, financial services, government, and more.

Graffius and content from his books (
Agile Scrum and Agile Transformation), talks, workshops, and more have been featured and used by businesses, professional associations, governments, and universities around the world. Examples include Adobe, American Management Association, Amsterdam Public Health Research Institute, Bayer, Boston University, Broadcom, Cisco, Deimos Aerospace, DevOps Institute, EU's European Commission, Ford Motor Company, Hasso Plattner Institute Germany, IEEE, Johns Hopkins University, London South Bank University, Microsoft, National Academy of Sciences, New Zealand Government, Oracle, Project Management Institute, Torrens University Australia, UC San Diego, TBS Switzerland, UK Sports Institute, University of Galway Ireland, U.S. Department of Energy, U.S. National Park Service, U.S. Tennis Association, Virginia Tech, Warsaw University of Technology, Yale University, Zurich University of Applied Sciences, and many others.

He delights audiences around the world with dynamic and engaging talks and workshops. He's presented sessions at 91 conferences and other events across 25 countries. Visit
here to learn more and here to ask Scott to speak at your event.

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About Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions

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Shifting customer needs are common in today's marketplace. Businesses must be adaptive and responsive to change while delivering an exceptional customer experience to be competitive.

There are a variety of frameworks supporting the development of products and services, and most approaches fall into one of two broad categories: traditional or agile. Traditional practices such as waterfall engage sequential development, while agile involves iterative and incremental deliverables. Organizations are increasingly embracing agile to manage projects, and best meet their business needs of rapid response to change, fast delivery speed, and more.

With clear and easy to follow step-by-step instructions,
Scott M. Graffius's award-winning Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions helps the reader:

  • Implement and use the most popular agile framework―Scrum;
  • Deliver products in short cycles with rapid adaptation to change, fast time-to-market, and continuous improvement; and
  • Support innovation and drive competitive advantage.

Hailed by Literary Titan as “the book highlights the versatility of Scrum beautifully.”

Winner of 17 first place awards.

Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions is available in paperback and ebook/Kindle in the United States and around the world. Some links by country follow.



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About
Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change

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Thriving in today's marketplace frequently depends on making a transformation to become more agile. Those successful in the transition enjoy faster delivery speed and ROI, higher satisfaction, continuous improvement, and additional benefits.

Based on actual events,
Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change provides a quick (60-90 minute) read about a successful agile transformation at a multinational entertainment and media company, told from the author's perspective as an agile coach.

The award-winning book by
Scott M. Graffius is available in paperback and ebook/Kindle in the United States and around the world. Some links by country follow.



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How to Cite This Article


Graffius, Scott M. (2024, September 30). Supplement to Graffius' 'Lifespan (Half-Life) of Social Media Posts' Research: Typical Engagement Distribution Pattern for Social Media Posts. Available at:
https://scottgraffius.com/blog/files/distribution-pattern-for-social-media-posts.html. DOI: 10.13140/RG.2.2.15820.22402.

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Post-Publication Notes

If there are any supplements or updates to this article after the date of publication, they will appear here.

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A PDF of this article is
here

The short link for this article is
https://bit.ly/socialismedia

© Copyright 2024 Scott M. Graffius. All rights reserved. This material may not be published, broadcast, rewritten or redistributed without the express written permission of Scott M. Graffius.



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How Algorithms Shape the User Experience on Social Media Platforms

BY SCOTT M. GRAFFIUS | ScottGraffius.com

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Introduction

More than 5.1 billion people use social media. Algorithms shape every social media interaction.

Social media platforms allow people to create, share, and exchange information and content with others. There are too many platforms to list, but eight examples include:

  • Facebook,
  • Instagram,
  • LinkedIn,
  • Pinterest,
  • Snapchat,
  • TikTok,
  • X (formerly Twitter),
  • and YouTube.

Algorithms on social media platforms are a unique set of mathematical rules and signals that determine what content to display to users, and in what order. Algorithms are both architects and gatekeepers of user experiences on the platforms.

Social media is central to many people’s daily lives. However, the platforms employ incredibly complex algorithms and they typically keep their details secret.

The impacts of algorithms are widespread and profound. They can influence opinions, shape narratives, and potentially dictate social behavior. This article reveals how algorithms shape the user experience on social media platforms. After this Introduction there are seven parts:

  • From Simple to Complex (the genesis of social media algorithms),
  • General Mechanics (the components of algorithms),
  • Benefits and Risks (the upside and downside of algorithms),
  • Algorithm-Savvy Marketing,
  • Ethical Considerations,
  • The Future of Algorithms on Social Media Platforms, and
  • Conclusion

From Simple to Complex


Social media platforms initially relied on simple chronological feeds. However, when user engagement (such as likes, shares, and comments) exploded, platforms decided to develop and implement more sophisticated methods, principally algorithms. Then, engagement-based models shaped by algorithms took precedence. Content that users were more likely to interact with was prioritized.

The rise of artificial intelligence (AI) and machine (ML) learning has further transformed these algorithms into powerful tools. For better or worse, they are entirely capable of hyper-personalizing content which can significantly influence perceptions and decisions. AI and ML are also discussed later in this article.

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General Mechanics

A complex web of data points and signals is at the core of social media algorithms. Algorithms are composed of including five fundamental components:

  1. User Engagement: Engagement is at the heart of algorithms. The more users interact with specific content, the more likely it is to be promoted within feeds. This initiates a cycle where popular content gains even more prominence.

  1. Content Prioritization: Here are examples of how different social media platforms treat content. The terms “advances,” “favors,” and “prioritizes” are used interchangeably.

  • Facebook advances live videos.
  • Instagram favors images and videos.
  • LinkedIn prioritizes thought leadership posts.
  • Pinterest advances pins about recipes, home décor, and fashion; and pins that link to external websites such as blogs.
  • Snapchat prioritizes content that uses filters and lenses.
  • TikTok advances videos that receive high engagement rates within seconds of being posted.
  • X increasingly favors videos.
  • YouTube prioritizes long videos with high watch times.

  1. Content Relevance: Algorithms prioritize content that aligns with users’ preferences and history. For example, if a user frequently engages with fitness-related posts, the algorithm will likely serve them with similar content. That tactic can enhance user satisfaction, but it can also lead to echo chambers. Those are environments that expose users primarily to information that reinforces their existing beliefs.

  1. Freshness: Social media thrives on immediacy. Newer content often takes precedence over older posts. That compels brands, influencers, and others to maintain an apt posting schedule.

  1. Network Effects: Content gaining traction among a user’s network helps amplify its reach by spreading (more) rapidly, including possibly ‘going viral.’ There is no universal quantification for what constitutes ‘viral,’ but a post with 1 million or more views/impressions may qualify.

Benefits and Risks

Algorithms curate content to match the preferences of individuals. That can present both benefits and risks.

Four benefits of algorithmic curation include:

  1. Personalization: Individuals tend to interact more frequently with content that aligns with their preferences.

  1. Content Discovery: Algorithms can facilitate the introduction of content and accounts that users may not have encountered otherwise.

  1. Reduced Information Overload: Social media platforms house a massive volume of content. Algorithms may help filter out the noise. By prioritizing relevant posts, algorithms can help individuals to focus on what matters most to them.

  1. Enhanced Engagement: As users find more of the content they enjoy, they will likely spend more time on the platform. This increased engagement also benefits platforms as they can monetize the increased time and attention through advertising.

Three risks of algorithmic curation include:

  1. Echo Chambers and Polarization: The potential formation of echo chambers is the most concerning byproduct of algorithmic personalization. Users are at risk of being shielded from differing perspectives. That is especially the case with political discourse; those situations can lead to polarization or increased polarization.

  1. Risk of Promoting Incorrect Information: The algorithms that prioritize engagement can potentially (by design or inadvertently) boost sensationalist content or incorrect information.

  1. User Fatigue: Users may experience fatigue or disillusionment when they become aware of the potential negative effects of algorithms. Users who feel that their experiences are being engineered may lose trust in the platforms, and they may stop using them.

Algorithm-Savvy Marketing

Businesses and marketers must have a good understanding of social media algorithms. Further, as the digital landscape changes over time, so must strategies. Here are six principles for navigating this complex terrain:

  1. Prioritize Quality Over Quantity: Create meaningful, engaging, and relevant posts.

  1. Engage Authentically: Engage with one’s audience in genuine ways such as through storytelling, user-generated content, and responsive interactions.

  1. Embrace Video Content: Use videos as platforms are increasingly prioritizing that content.

  1. Stay Informed: Marketers should be on the lookout for changes and be responsive to them.

  1. Leverage Data Analytics: Informed by metrics, marketers can adjust their strategies when needed.

  1. Experiment and Adapt: Platforms are continuously changing. Users’ tastes may change as well. Marketers should experiment with different content types, posting schedules, and engagement tactics to discover what works best for their audience.

Ethical Considerations

Algorithms shape user experiences, and that power carries significant responsibility. Here are four key ethical points and questions:

  1. Transparency: Users deserve to understand how their data is used and how content is prioritized. Increased transparency can foster trust between users and platforms. Is the social media platform transparent about how its algorithm works.

  1. Algorithmic Bias: Algorithms are not immune to bias as they often reflect the prejudices in the data they analyze. Is the social media platform taking steps to remove bias wherever possible?

  1. Content Moderation: What role, if any, should platforms play in moderating content?

  1. User Well-Being: Is the platform primarily focused on providing a great user experience? Or is it about doing anything and everything possible to generate time on the platform and obtain a presumed corresponding increase in revenue?

The Future of Social Media Algorithms

The future of social media algorithms is certain to be exciting and daunting. Several trends are emerging. They may impact the future of algorithms in the following five ways:

  1. Increased Use of AI and ML: AI and ML will continue to play a role in refining algorithms. As the technologies advance, algorithms will become even more adept at understanding user preferences and predicting behavior.

  1. Greater Focus on User Control: Users are becoming more aware of their data and how it’s used. Platforms may offer control to users, allowing users to customize their feeds and manage their engagement preferences.

  1. Ethical Algorithm Design: Ethical frameworks that prioritize user well-being, transparency, and accountability may gain prominence in the future.

  1. Integration of AR and VR: Social media platforms may incorporate augmented reality (AR) and virtual reality (VR) elements into their algorithms in the future. If that happens, the result will be immersive user experiences that transcend traditional content consumption.

  1. Community-Centric Algorithms: Algorithms in the future may prioritize community engagement and collective interests.

Conclusion

Each algorithm is a complex set of mathematical rules and signals that determine what content to display to users, and in what order. That gives them the ability to empower or manipulate users. Simply put, algorithms have a big impact on user experiences on social media platforms. It’s suggested that users advocate for ethical, user-centric design in the development and deployment of these algorithms as well as user control and transparency. When platforms adopt those measures, users will have a better experience.

For the references, how to cite this article, information about the author and more, continue reading.

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References/Sources

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  46. Yunduan Lin, Mengxin Wang, Heng Zhang, Renyu Zhang, Zuo-Jun Max Shen (2024). Content Promotion for Online Content Platforms with the Diffusion Effect. Manufacturing and Service Operations Management, 26 (3):1062-1081. DOI: https://doi.org/10.1287/msom.2022.0172.
  47. Zhao, Junqi, & Li, Peiyuan. (2024, July). Randomized Algorithm: An Advanced Algorithm for Modern Video Games. Theoretical and Natural Science, 43: 168-183. DOI: 10.54254/2753-8818/43/20240856.
  48. Zuckerberg, M. (2021). Hearing Before the United States House of Representatives Committee on Energy and Commerce Subcommittees on Consumer Protection & Commerce and Communications & Technology: Testimony of Mark Zuckerberg. Available at: https://docs.house.gov/meetings/IF/IF16/20210325/111407/HHRG-117-IF16-Wstate-ZuckerbergM-20210325-U1.pdf.

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How to Cite this Article

Graffius, Scott M. (2024, September 26). How Algorithms Shape the User Experience on Social Media Platforms. Available at:
https://scottgraffius.com/blog/files/algorithms-and-the-user-experience.html. DOI: 10.13140/RG.2.2.29149.01767.

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About Scott M. Graffius


Scott_M_Graffius_-_Blue_-_1000x1000_-LwRes

Scott M. Graffius is a global leader in agile project management, an expert on teamwork tradecraft, an authority on temporal dynamics on social media platforms, a creator, a consultant, a trainer, an award-winning author, and an international public speaker.

He's generated over $1.9 billion of business value in aggregate for Global Fortune 500 businesses and other organizations he's served. Businesses and industries range from consumer products to advanced technology (including AI and R&D), e-commerce, music, streaming/OTT video, television, film, video games, financial services, government, and more.

Graffius and content from his books (
Agile Scrum and Agile Transformation), talks, workshops, and more have been featured and used by businesses, professional associations, governments, and universities around the world. Examples include Adobe, American Management Association, Amsterdam Public Health Research Institute, Bayer, Boston University, Broadcom, Cisco, Deimos Aerospace, DevOps Institute, EU's European Commission, Ford Motor Company, Hasso Plattner Institute Germany, IEEE, Johns Hopkins University, London South Bank University, Microsoft, National Academy of Sciences, New Zealand Government, Oracle, Project Management Institute, Torrens University Australia, UC San Diego, TBS Switzerland, UK Sports Institute, University of Galway Ireland, U.S. Department of Energy, U.S. National Park Service, U.S. Tennis Association, Virginia Tech, Warsaw University of Technology, Yale University, Zurich University of Applied Sciences, and many others.

He delights audiences around the world with dynamic and engaging talks and workshops. He's presented sessions at 91 conferences and other events across 25 countries. Visit
here to learn more and here to ask Scott to speak at your event.

Scott M Graffius on X - SG on X Design 2 - v Feb 7 2024 - LwRes

Scott M Graffius - Impact_com Platform for Influencers and Affiliates - v April 7 2024 - rev April 10 2024 - LwRes



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About Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions

scott_m_graffius_agile_scrum_v22123007_lr_1000x1000_sq

Shifting customer needs are common in today's marketplace. Businesses must be adaptive and responsive to change while delivering an exceptional customer experience to be competitive.

There are a variety of frameworks supporting the development of products and services, and most approaches fall into one of two broad categories: traditional or agile. Traditional practices such as waterfall engage sequential development, while agile involves iterative and incremental deliverables. Organizations are increasingly embracing agile to manage projects, and best meet their business needs of rapid response to change, fast delivery speed, and more.

With clear and easy to follow instructions, the multi award-winning
Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions book by Scott M. Graffius (Chris Hare and Colin Giffen, Technical Editors) helps the reader:

  • Implement and use the most popular agile framework―Scrum;
  • Deliver products in short cycles with rapid adaptation to change, fast time-to-market, and continuous improvement; and
  • Support innovation and drive competitive advantage.

Hailed by Literary Titan as “the book highlights the versatility of Scrum beautifully.”

Winner of 17 first place awards.

Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions is available in paperback and ebook/Kindle in the United States and around the world. Some links by country follow.



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About
Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change

scott_m_graffius_agile_transformation_lr_1000x505

Thriving in today's marketplace frequently depends on making a transformation to become more agile. Those successful in the transition enjoy faster delivery speed and ROI, higher satisfaction, continuous improvement, and additional benefits.

Based on actual events,
Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change provides a quick (60-90 minute) read about a successful agile transformation at a multinational entertainment and media company, told from the author's perspective as an agile coach.

The award-winning book by
Scott M. Graffius is available in paperback and ebook/Kindle in the United States and around the world. Some links by country follow.



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Post-Publication Notes

If there are any supplements or updates to this article after the date of publication, they will appear here.

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A PDF of this article is
here

The short link for this article is:
https://bit.ly/algo-ux

© Copyright 2024 Scott M. Graffius. All rights reserved. This material may not be published, broadcast, rewritten or redistributed without the express written permission of Scott M. Graffius.





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Thinkers360 Named Scott M. Graffius a Top Thought Leader on Agile

BY SCOTT M. GRAFFIUS | ScottGraffius.com

Thinkers360 Named Scott M Graffius a Top Thought Leader on Agile - Jan 2024 Through Jan 2025 - SG - LwRes



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Scott M. Graffius is a global leader in agile project management, consultant, creator, trainer, expert on teamwork tradecraft and temporal dynamics on social media platforms, award-winning author (
Agile Scrum and Agile Transformation), and international public speaker.

Thinkers360 named Graffius a top thought leader on agile. As detailed at
https://www.thinkers360.com/tl/badge/5899/3335, honors span one year. The badge was issued on 28 January 2024, and it is good through 28 January 2025. Visuals are up next.

Here's excerpt 1 of 3, a thumbnail view of Thinker360’s story at
https://www.thinkers360.com/top-50-global-thought-leaders-and-influencers-on-agile-2024/.

Thinkers360 Named Scott M Graffius a Top Thought Leader on Agile - Jan 2024 Through Jan 2025 - SG - Excerpt - 1 - LwRes

Excerpt 2 is next. It's a zoomed-in view of Thinker360’s story.

Thinkers360 Named Scott M Graffius a Top Thought Leader on Agile - Jan 2024 Through Jan 2025 - SG - Excerpt - 2 - LwRes

Here’s excerpt 3, another zoomed-in view of Thinker360’s story.

Thinkers360 Named Scott M Graffius a Top Thought Leader on Agile - Jan 2024 Through Jan 2025 - SG - Excerpt - 3 - LwRes

To learn more about Thinkers360 and Scott M. Graffius, read on.

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About Thinkers360

Thinkers360 is the world’s first, largest, and premier open platform for thought leaders and influencers. It covers academics, advisors, analysts, authors, consultants, executives, speakers, and others. Thinkers360’s patent-pending approach to rating thought leaders and influencers factors each candidate’s diverse contributions and content such as articles, books, media coverage, podcasts, social media, speaking events, videos, and more. Thinkers360’s reach includes over 100M followers on social media combined.

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About Scott M. Graffius


Scott_M_Graffius_-_Blue_-_1000x1000_-LwRes

Scott M. Graffius is a global leader in agile project management, an expert on teamwork tradecraft, an authority on temporal dynamics on social media platforms, a creator, a consultant, a trainer, an award-winning author, and an international public speaker.

He's generated over $1.9 billion of business value in aggregate for Global Fortune 500 businesses and other organizations he's served. Businesses and industries range from consumer products to advanced technology (including AI, R&D), e-commerce, music, streaming/OTT video, television, film, video games, financial services, government, and more.

Graffius and content from his books (
Agile Scrum and Agile Transformation), talks, workshops, and more have been featured and used by businesses, professional associations, governments, and universities around the world. Examples include Adobe, American Management Association, Amsterdam Public Health Research Institute, Bayer, Boston University, Broadcom, Cisco, Deimos Aerospace, DevOps Institute, EU's European Commission, Ford Motor Company, Hasso Plattner Institute Germany, IEEE, Johns Hopkins University, London South Bank University, Microsoft, National Academy of Sciences, New Zealand Government, Oracle, Project Management Institute, Torrens University Australia, UC San Diego, TBS Switzerland, UK Sports Institute, University of Galway Ireland, U.S. Department of Energy, U.S. National Park Service, U.S. Tennis Association, Virginia Tech, Warsaw University of Technology, Yale University, Zurich University of Applied Sciences, and many others.

He delights audiences around the world with dynamic and engaging talks and workshops. He's presented sessions at 91 conferences and other events across 25 countries. Visit
here to learn more and here to ask Scott to speak at your event.

Scott M Graffius on X - SG on X Design 2 - v Feb 7 2024 - LwRes

Scott M Graffius - Impact_com Platform for Influencers and Affiliates - v April 7 2024 - rev April 10 2024 - LwRes

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About Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions

Scott_M_Graffius_Agile_Scrum_v22123007_LR_1000x1000_sq

Shifting customer needs are common in today's marketplace. Businesses must be adaptive and responsive to change while delivering an exceptional customer experience to be competitive.

There are a variety of frameworks supporting the development of products and services, and most approaches fall into one of two broad categories: traditional or agile. Traditional practices such as waterfall engage sequential development, while agile involves iterative and incremental deliverables. Organizations are increasingly embracing agile to manage projects, and best meet their business needs of rapid response to change, fast delivery speed, and more.

With clear and easy to follow step-by-step instructions,
Scott M. Graffius's award-winning Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions helps the reader:

  • Implement and use the most popular agile framework―Scrum;
  • Deliver products in short cycles with rapid adaptation to change, fast time-to-market, and continuous improvement; and
  • Support innovation and drive competitive advantage.

Hailed by Literary Titan as “the book highlights the versatility of Scrum beautifully.”

Winner of 17 first place awards.

Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions is available in paperback and ebook/Kindle in the United States and around the world. Some links by country follow.



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About
Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change

Scott_M_Graffius_Agile_Transformation_LR_1000x505

Thriving in today's marketplace frequently depends on making a transformation to become more agile. Those successful in the transition enjoy faster delivery speed and ROI, higher satisfaction, continuous improvement, and additional benefits.

Based on actual events,
Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change provides a quick (60-90 minute) read about a successful agile transformation at a multinational entertainment and media company, told from the author's perspective as an agile coach.

The award-winning book by
Scott M. Graffius is available in paperback and ebook/Kindle in the United States and around the world. Some links by country follow.



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scott_m_graffius_-_blog_spacer_-_v23111107_-_cite

How to Cite This Article


Graffius, Scott M. (2024, September 20). Thinkers360 Named Scott M. Graffius a Top Thought Leader on Agile. Available at:
https://scottgraffius.com/blog/files/top-10-agile-thought-leader-for-2024-to-2025.html. DOI: 10.13140/RG.2.2.10258.26561.

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Post-Publication Notes

If there are any supplements or updates to this article after the date of publication, they will appear here.

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This article uses limited excerpts from Thinkers360, attributed to Thinkers360 and used under fair use for news reporting and analysis. Thinkers360 name, mark, and content are the property of Thinkers360.

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A PDF of this article is here

The short link for this article is
https://bit.ly/top-ten

© Copyright 2024 Scott M. Graffius. All rights reserved. This material may not be published, broadcast, rewritten or redistributed without the express written permission of Scott M. Graffius.



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'Maximizing LinkedIn for Business Growth' Book References and Incorporates Scott M. Graffius' 'Lifespan (Half-Life) of Social Media Posts' Research

BY SCOTT M. GRAFFIUS | ScottGraffius.com

'Maximizing LinkedIn for Business Growth' Book References and Incorporates Graffius' 'Lifespan (Half-Life) of Social Media Posts' Research - Holiding iPhone - LwRes



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Maximizing LinkedIn for Business Growth by Neal Schaffer References and Incorporates Scott M. Graffius' 'Lifespan (Half-Life) of Social Media Posts' Research

When content is published online, relevance and engagement have a limited lifespan. An advantageous objective metric is half-life. It’s the time it takes for a post to receive half of its total engagement (such as likes, shares, and comments). Data can help inform strategic and tactical decisions, such as the frequency and scheduling of posts.

Reports by others related to the shelf life of social media are often outdated or based on the experience of one person, one organization, or one limited set of data. With any of those common limitations, findings are at risk of being non-representative, inaccurate, or unreliable.

It’s important to have a large dataset from multiple sources. In addition to generating results that are more likely to be appropriately representative, accurate, and reliable, this approach provides a more complete picture and helps identify trends.

In 2018, Scott M. Graffius first published data on the average lifespan (half-life) of posts on Snapchat, X (formerly Twitter), Facebook, Instagram, LinkedIn, YouTube, Pinterest, and blogs based on a large dataset comprised of multiple, diverse sources. Algorithms and other factors on platforms change over time. For that reason, Graffius periodically updates the analysis.

The visual for the current (2024) edition of his ‘Lifespan (Half-Life) of Social Media Posts’ is shown below and the details are
here.

-scott-m-graffius---lifespan-halflife-of-social-media-posts---infographic-visual---2024-edition---v-23122407---jpg-1000x570

Scientists, researchers, journalists, academics, YouTubers, podcasters, digital marketing experts, businesses, government agencies, and others around the world have featured and used Scott M. Graffius’ ‘Lifespan (Half-Life) of Social Media Posts’ research. Here are some examples:

  1. Bensley, Robert J., & Brookins-Fisher, Jodi (2023, December 14). Community and Public Health Education Methods: A Practical Guide—Fifth Edition. Burlington, MA: Jones & Bartlett Learning. [The authors cover Graffius’ work in Chapter 10 (Using Social Media) and list Graffius’ work as reference number 84 on page 256. A link to the publication at Google Books is here: https://bit.ly/cphem-5.]
  2. Berkessel, Juergen (2021, October 27). How Evergreen Posting on Social Media for Podcasters Creates Growth. Season 1, Episode 9 of the Podcasting Strategy Show. Available at: https://polymash.com/evergreen-posting. [The podcast references Graffius’ research. Show notes include Graffius’ “Lifespan (Half-Life) of Social Media Posts” visual as well as a hyperlink to Graffius’ full report.]
  3. Buffer (2024, February 7). 9 Ways to Grow Your Following on X/Twitter. Available at: https://buffer.com/resources/get-more-followers-on-twitter-x/. [It has a hyperlink to Graffius’ research.]
  4. Burton, Taylor (2022, November 2). Social Media Marketing: Leveraging LinkedIn. Pennsylvania Bar Institute. Available at: https://go.pbi.org/blog/social-media-marketing-leveraging-linkedin. [In the article, “LinkedIn posts are shown to have a longer lifespan” is hyperlinked to Graffius’ research.]
  5. Center for Direct Marketing (2024, March 25). Best Marketing Podcasts, Lifespan of Social Media and Blog Posts. Available at: https://dmcenter.com/march-2024/. [The article references, and has a link to, Graffius’ research.]
  6. Center for Direct Marketing (2022, September 27). What Is the Average Lifespan of a Blog or Social Media Post? Available at: https://dmcenter.com/lifespan-of-a-post. [The article includes data from Graffius and a hyperlink to his research.]
  7. Chowdhary, Tanish (2023, March 21). 13 Best Twitter Thread Tools to Go Viral in 2023. Geekflare. Available at: https://geekflare.com/best-twitter-thread-tools. [The article includes Graffius’ “Lifespan (Half-Life) of Social Media Posts” visual and a hyperlink to Graffius’ research.]
  8. Confederation of European Waste-to-Energy Plants (CEWEP) (2023, June 15). The Power of Social Media and How to Use It. 10th CEWEP Waste-to-Energy Congress, 14th - 16th June 2023, Berlin. Available at: https://www.cewep.eu/congress2023presentations/ and https://www.cewep.eu/wp-content/uploads/2023/06/4.1-Monika-Michalska.pdf. [CEWEP Congress presentation slide 9 featured Graffius’ visual, representing a summary of his research findings.]
  9. Degraux, Xavier (2022, November 5). Quelle est la Durée d’un Post sur Twitter, Instagram, LinkedIn. Available at: https://www.xavierdegraux.be/quelle-est-la-duree-dun-post-sur-twitter-instagram-linkedin. [In his article, Xavier Degraux — a social networks and content marketing consultant based in Belgium — discussed Graffius' work and provided a hyperlink to the research. Here's the title in English: How Long is a Post on Twitter, Instagram, LinkedIn.]
  10. Encompass Online Marketing (2023, March 15). How Often Should You Publish New Content? Available at: https://encompassonline.ca/blog/how-often-should-you-publish-new-content. [Among other points, the article references the lifespan of tweets and has a hyperlink to Graffius’ research.]
  11. Fallah, Georges (2023, December 18). The Best Times to Post on Social Media. Available at: https://www.vbout.com/blog/the-best-times-to-post-on-social-media. [The article has hyperlinks to Graffius’ research.]
  12. Gebauer, Susanna (2022, October 25). Twitter Scheduling: How to Schedule Tweets for More Impact. Available at: https://susannagebauer.com/blog/twitter-scheduling/. [The article includes a link to Graffius' research.]
  13. Geyser, Werner (2023, September 20). 34 Mind-blowing Pinterest Stats for 2023. Influencer Marketing Hub. Available at: https://influencermarketinghub.com/pinterest-stats. [The article references the durations of “three months” and provides a hyperlink to Graffius’ research.]
  14. GoDaddy (2023, February 20). How to Do Social Media: A Guide for Small Businesses and Entrepreneurs. Available at: https://www.godaddy.com/resources/skills/how-to-do-social-media. [In discussing the lifespan of tweets, the article provides a hyperlink to Graffius’ research.]
  15. Gotch, Nathan (2023, December 4). How to Start an SEO Business (2024 Update). Available at: https://www.gotchseo.com/start-seo-company/. [The article includes Graffius’ “Lifespan (Half-Life) of Social Media Posts” visual and a hyperlink to Graffius’ research.]
  16. Hawes, C. W. (2023, January 24). Social Media Half-Life. Available at: https://www.cwhawes.com/social-media-half-life. [The article identifies Graffius’ research and has a hyperlink to it.]
  17. Lin, Yunduan, & Wang, Mengxin, & Zhang, Heng, & Zhang, Renyu, & Shen, Zuo-Jun Max (2021, June 9; revised 2023, June 28). Content Promotion for Online Content Platforms with the Diffusion Effect. SSRN. Available at: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3863104 and https://dx.doi.org/10.2139/ssrn.3863104. [The scientific paper mentions Graffius’ work, and it delineates his research in the References section.]
  18. McErlain-Naylor, Stuart (2022, March 24). Social Media for Academia - All You Need to Know [Video]. Available at: https://www.youtube.com/watch?v=Ka88MxZbU8o. [At timestamp 13:59 in the video, Dr. Stuart McErlain-Naylor displays a visual which summarizes the 2022 edition of Graffius’ research.]
  19. MeetEdgar (2023, April 2). Everything You Need to Know About Repeating Social Media Content. Available at: https://meetedgar.com/blog/repeating-social-media-content. [This article from social media management tool company MeetEdgar discusses the lifespan of posts and it has a hyperlink to Graffius’ research.]
  20. Memom, Alafiya (2023, June 14). Master the Art of Using Pinterest for Blogging in 2023. ContentStudio. Available at: https://blog.contentstudio.io/pinterest-for-blogging. [The article rounds up the half-life of Pinterest pins as “4 months” and it includes a hyperlink to Graffius’ research.]
  21. Metricool (2023, October 31). YouTube Marketing in 2023. Available at: https://metricool.com/youtube-marketing. [The article includes “According to Scott Graffius’s data ...” and a hyperlink to Graffius’ research.]
  22. Patel, Neil (2023, May 23). 18 Powerful Twitter Marketing Tips [That Actually Work]. Neil Patel. Available at: https://neilpatel.com/blog/twitter-marketing-tips. [In the article, “The average lifespan of one tweet” has a hyperlink to Graffius’ research.]
  23. Pitzalis, Josh (2022, November 21). Finding Social Media Calendar Ideas for Twitter. Chirr App. Available at: https://getchirrapp.com/how-to/find. [The article references the half-life of a tweet and has a hyperlink to Graffius’ research.]
  24. Pugalia, Akash, & Lalani, Farah (2023, September 29). Digital Safety: How a Multi-Faceted Approach Can Help Tackle Real-World Harm. World Economic Forum. Available at: https://www.weforum.org/agenda/2023/09/digital-safety-multi-faceted-approach-tackle-real-world-harm. [The Proceedings of the National Academy of Sciences (PNAS) included data by Graffius on the half-life of social media. The World Economic Forum covered that PNAS study in their article.]
  25. Rainey, Clint (2023, August 15). Social Media’s Toxic Impact Can Last Up to 8 Days. This Behavioral Scientist’s Solution Might Surprise You. Available at: https://www.fastcompany.com/90939081/social-media-toxic-impact-content-moderation-solution-behavior-science. [The Proceedings of the National Academy of Sciences (PNAS) included Graffius’ research data on the half-life of social media. Fast Company covered that PNAS publication — and summarized Graffius’ data from it — in their article.]
  26. Rynek Pro (2023, June 26). Długość Życia Postów (Half-Life) w Mediach Społecznościowych w 2023 Roku. Available at: https://rynek.pro/half-life-dlugosc-zycia-postow/#pll_switcher. [Rynek Pro, a Poland-based advertising agency, featured Graffius’ research in their article. Here’s the title in English: Life Expectancy of Posts (Half-Life) in Social Media in 2023.]
  27. Schneider, Philipp J., & Rizoiu, Marian-Andrei (2023, August 22). The Effectiveness of Moderating Harmful Online Content. Proceedings of the National Academy of Sciences of the United States of America, 120 (34): e2307360120. Available at: https://www.pnas.org/doi/abs/10.1073/pnas.2307360120. DOI: 10.1073/pnas.2307360120. [The scientific paper references Graffius’ “Lifespan (Half-Life) of Social Media Posts” research and uses his data.]
  28. Strozyk, Kaylee (2023, November 3). 11 Tips on How to Use Pinterest for Real Estate. Fit Small Business. Available at: https://fitsmallbusiness.com/how-to-use-pinterest-for-real-estate-agents. [The article references that the half-life of Pinterest pins is “about 3.75 months.” Selecting the respective hyperlink brings up Graffius’ research.]
  29. Thailand TV News (2022, August 16). Half-Life of Each Social Media Post. Available at: https://thailandtv.news/half-life-of-each-social-media-post-thumbsup. [The article incorporates data from Graffius’ work and it has a hyperlink to his research.]
  30. The Tech Reps (2023, January 23). SEO or Social Media Marketing, Which is Better for Sales? [video]. Available at: https://www.youtube.com/watch?v=aVmQdHDXCrw. [The Tech Reps used Graffius’ “Lifespan (Half-Life) of Social Media Posts” visual as the background image in their video.]
  31. Two Rivers Marketing (2020, December 9). 8 Social Media Channels and Tactics to Consider Adding to Your Marketing Mix. Available at: https://www.tworiversmarketing.com/blog/8-social-media-channels-and-tactics-to-consider-adding-to-your-marketing-mix. [The article references the lifespan of posts and has a hyperlink to Graffius’ research.]
  32. Walters, Christy (2023, May 4). How To Curate Content for LinkedIn: Handpick Your Next Post. CopyPress. Available at: https://www.copypress.com/kb/social-media-promotion/curate-content-for-linkedin. [The article discusses the lifespan of a LinkedIn post and has a hyperlink to Graffius’ research.]
  33. What What SEO (2024, September 5). 5 bonnes raisons de créer un compte Pinterest si tu es entrepreneuse. (In English: 5 good reasons to create a Pinterest account if you are an entrepreneur). Available at: https://whatwhatseo.fr/creer-compte-pinterest-entreprise-avantages/. [The article incorporates Graffius’ research; to see the details, select 'Sources' located towards the end of the article.]

And many more.

Neal Schaffer's
Maximizing LinkedIn for Business Growth: A Practical Guide to Building Your Brand and Driving Results is now also on the list. Some visuals follow.

Excerpt 1 is below. It shows the book cover image for
Maximizing LinkedIn for Business Growth.

'Maximizing LinkedIn for Business Growth' Book References and Incorporates Scott M Graffius' 'Lifespan (Half-Life) of Social Media Posts' Research - Excerpt - 1 - LwRes

Excerpt 2 is next. It shows that the LinkedIn’s Content Visibility and Organic Reach section of
Maximizing LinkedIn for Business Growth incorporates Graffius’ research (noted with citation “11” — which is delineated in the References section of the book).

'Maximizing LinkedIn for Business Growth' Book References and Incorporates Scott M Graffius' 'Lifespan (Half-Life) of Social Media Posts' Research - Excerpt - 2 - LwRes

Excerpt 3 is below. It shows the References section of
Maximizing LinkedIn for Business Growth, indicating Graffius’ research.

'Maximizing LinkedIn for Business Growth' Book References and Incorporates Scott M Graffius' 'Lifespan (Half-Life) of Social Media Posts' Research - Excerpt - 3 - LwRes

Excerpt 4 is next. It shows the References section of
Maximizing LinkedIn for Business Growth, indicating Graffius’ research (as a zoomed-in view).

'Maximizing LinkedIn for Business Growth' Book References and Incorporates Scott M Graffius' 'Lifespan (Half-Life) of Social Media Posts' Research - Excerpt - 4 - LwRes

Excerpt 5 is below. A snapshot of stats on 18 September 2024 (one day after the release of
Maximizing LinkedIn for Business Growth) shows that Amazon.com ranked the book as #1 in multiple categories.

'Maximizing LinkedIn for Business Growth' Book References and Incorporates Scott M Graffius' 'Lifespan (Half-Life) of Social Media Posts' Research - Excerpt - 5 - LwRes

To learn more about Graffius' ‘Lifespan (Half-Life) of Social Media Posts’ research, visit
here.

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This article uses limited excerpts from Maximizing LinkedIn for Business Growth: A Practical Guide to Building Your Brand and Driving Results and Amazon.com, attributed to Neal Schaffer and Amazon.com, respectively, and used under fair use for news reporting and analysis. Maximizing LinkedIn for Business Growth: A Practical Guide to Building Your Brand and Driving Results is copyright © Neal Schaffer. Content on Amazon.com is the property of Amazon.com, Inc. Graffius’ ‘Lifespan (Half-Life) of Social Media Posts’ is copyright © Scott M. Graffius.

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About Neal Schaffer

Neal Schaffer is a globally recognized digital marketing consultant, Fractional CMO, keynote speaker, corporate trainer, university educator, and author of six books, including
Maximize Your Social: A One-Stop Guide to Building a Social Media Strategy for Marketing and Business Success, The Age of Influence: The Power of Influencers to Elevate Your Brand, Maximizing LinkedIn for Business Growth: A Practical Guide to Building Your Brand and Driving Results, and Digital Threads: The Small Business and Entrepreneur Playbook for Digital First Marketing. Visit https://nealschaffer.com to learn more about Neal.

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About Maximizing LinkedIn for Business Growth: A Practical Guide to Building Your Brand and Driving Results

The following is based on description for the book on Amazon.com.

In today’s digital-first economy, LinkedIn has become the ultimate platform for professionals to grow their personal brands, generate leads, and establish industry authority. Whether you’re a salesperson, entrepreneur, small business owner, service provider, or content creator,
Maximizing LinkedIn for Business Growth equips you with the actionable tools and proven strategies to fully leverage LinkedIn’s vast potential.

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About Scott M. Graffius


Scott_M_Graffius_-_Blue_-_1000x1000_-LwRes

Scott M. Graffius is a global leader in agile project management, an expert on teamwork tradecraft, an authority on temporal dynamics on social media platforms, a creator, a consultant, a trainer, an award-winning author, and an international public speaker.
He's generated over $1.9 billion of business value in aggregate for Global Fortune 500 businesses and other organizations he's served. Businesses and industries range from consumer products to advanced technology (including AI, R&D), e-commerce, music, streaming/OTT video, television, film, video games, financial services, government, and more.

Graffius and content from his books (
Agile Scrum and Agile Transformation), talks, workshops, and more have been featured and used by businesses, professional associations, governments, and universities around the world. Examples include Adobe, American Management Association, Amsterdam Public Health Research Institute, Bayer, Boston University, Broadcom, Cisco, Deimos Aerospace, DevOps Institute, EU's European Commission, Ford Motor Company, Hasso Plattner Institute Germany, IEEE, Johns Hopkins University, London South Bank University, Microsoft, National Academy of Sciences, New Zealand Government, Oracle, Project Management Institute, Torrens University Australia, UC San Diego, TBS Switzerland, UK Sports Institute, University of Galway Ireland, U.S. Department of Energy, U.S. National Park Service, U.S. Tennis Association, Virginia Tech, Warsaw University of Technology, Yale University, Zurich University of Applied Sciences, and many others.

He delights audiences around the world with dynamic and engaging talks and workshops. He's presented sessions at 91 conferences and other events across 25 countries. Visit
here to learn more and here to ask Scott to speak at your event.

Scott M Graffius on X - SG on X Design 2 - v Feb 7 2024 - LwRes

Scott M Graffius - Impact_com Platform for Influencers and Affiliates - v April 7 2024 - rev April 10 2024 - LwRes

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About Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions

Scott_M_Graffius_Agile_Scrum_v22123007_LR_1000x1000_sq

Shifting customer needs are common in today's marketplace. Businesses must be adaptive and responsive to change while delivering an exceptional customer experience to be competitive.

There are a variety of frameworks supporting the development of products and services, and most approaches fall into one of two broad categories: traditional or agile. Traditional practices such as waterfall engage sequential development, while agile involves iterative and incremental deliverables. Organizations are increasingly embracing agile to manage projects, and best meet their business needs of rapid response to change, fast delivery speed, and more.

With clear and easy to follow step-by-step instructions,
Scott M. Graffius's award-winning Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions helps the reader:

  • Implement and use the most popular agile framework―Scrum;
  • Deliver products in short cycles with rapid adaptation to change, fast time-to-market, and continuous improvement; and
  • Support innovation and drive competitive advantage.

Hailed by Literary Titan as “the book highlights the versatility of Scrum beautifully.”

Winner of 17 first place awards.

Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions is available in paperback and ebook/Kindle in the United States and around the world. Some links by country follow.



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About
Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change

Scott_M_Graffius_Agile_Transformation_LR_1000x505

Thriving in today's marketplace frequently depends on making a transformation to become more agile. Those successful in the transition enjoy faster delivery speed and ROI, higher satisfaction, continuous improvement, and additional benefits.

Based on actual events,
Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change provides a quick (60-90 minute) read about a successful agile transformation at a multinational entertainment and media company, told from the author's perspective as an agile coach.

The award-winning book by
Scott M. Graffius is available in paperback and ebook/Kindle in the United States and around the world. Some links by country follow.



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scott_m_graffius_-_blog_spacer_-_v23111107_-_cite

How to Cite This Article


Graffius, Scott M. (2024, September 18). 'Maximizing LinkedIn for Business Growth' Book References and Incorporates Scott M. Graffius' 'Lifespan (Half-Life) of Social Media Posts' Research. Available at:
https://scottgraffius.com/blog/files/maximizing-linkedin.html. DOI: 10.13140/RG.2.2.19040.08969.

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Post-Publication Notes

If there are any supplements or updates to this article after the date of publication, they will appear here.

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A PDF of this article is
here

The short link for this article is
https://bit.ly/in-max

© Copyright 2024 Scott M. Graffius. All rights reserved. This material may not be published, broadcast, rewritten or redistributed without the express written permission of Scott M. Graffius.



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Bayer Employs Scott M. Graffius' Intellectual Property

BY SCOTT M. GRAFFIUS | ScottGraffius.com

Bayer Employs Scott M Graffius' Intellectual Property - LwRes



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Scott M. Graffius' work on team development continues to make an impact, now being utilized by Bayer alongside esteemed organizations like Cisco, IEEE, Johns Hopkins University, Microsoft, Oracle, UC San Diego, Yale University, and many others around the world.

Scott M. Graffius' Intellectual Property on Team Development


Informed by the research of Bruce W. Tuckman and Mary Ann C. Jensen, over 100 subsequent studies, and Scott M. Graffius' first-hand professional experience with, and analysis of, team leadership and performance, Graffius created his ‘Phases of Team Development’ as a unique perspective and visual conveying the five phases of team development — Forming, Storming, Norming, Performing, and Adjourning — inclusive of a graph showing how performance varies by phase, as well as the characteristics and strategies for each phase.

Graffius' intellectual property (IP) is registered with the United States Copyright Office.

Graffius initially developed his ‘Phases of Team Development’ unique material in 2008, and he periodically refreshes it.

For reference, the visual for the current (2024) edition is below and the details are
here.

scott-m-graffius---phases-of-team-development---2024-update---v24010507---jpg-lwres

Organizations around the world engage Graffius to deliver compelling talks and workshops. To date, he's presented sessions at 91 conferences and other events across 25 countries: Armenia, Australia, Brazil, Canada, Czech Republic, Finland, France, Germany, Greece, Hong Kong, Hungary, India, Ireland, Lithuania, Luxembourg, Nepal, Netherlands, New Zealand, Norway, Romania, Sweden, Switzerland, United Arab Emirates, United Kingdom, and the United States.

Scott M Graffius has delivered 91 talks and workshops across 25 countries - passport style - LwRes

Graffius ‘Phases of Team Development’ IP is central and key to many of those sessions. His rate card and a listing of his engagements are at
https://scottgraffius.com/resources/Exceptional-PPM-and-PMO-Solutions-Rate-Card-for-2024-2025-v24071607.pdf and https://scottgraffius.com/publicspeaker.html, respectively.

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Graffius' 'Phases of Team Development' Intellectual Property Is Used By Organizations Around The World — And Bayer Was Added To The List

With an authorization/license from Graffius, his ‘Phases of Team Development’ IP is featured and used by businesses, professional associations, government agencies, and universities around the globe. Examples include:

  • Adobe,
  • American Management Association,
  • Amsterdam Public Health Research Institute,
  • Boston University,
  • Broadcom,
  • Cisco,
  • Deimos Aerospace,
  • DevOps Institute,
  • Erste Group Bank AG (Austria),
  • FINAT,
  • Ford Motor Company,
  • FSU College of Medicine,
  • Hasso Plattner Institute,
  • IEEE,
  • James Madison University,
  • Johns Hopkins University,
  • LeadingEng,
  • London South Bank University,
  • Manufacturers Alliance,
  • Microsoft,
  • New Zealand Government,
  • Oracle,
  • Royal Australasian College of Physicians,
  • TBS Switzerland,
  • Torrens University Australia,
  • Tufts University,
  • U.S. National Park Service,
  • U.S. Tennis Association,
  • UC San Diego,
  • UK Sports Institute,
  • University of Galway Ireland,
  • Victorian Institute of Technology (Australia),
  • Virginia Tech,
  • Warsaw University,
  • Western Sydney University,
  • World Resources Institute,
  • Yale University,
  • ZHAW Zurich University of Applied Sciences,
  • and many others.

Bayer — one of the largest pharmaceuticals, biomedical, and biotechnology companies in the world — was added to the list.

The following visuals show the request from Bayer and license granted by Scott M. Graffius to Bayer. Personal, sensitive, or confidential information was redacted.

Here's excerpt 1 of 5.

Bayer Employs Scott M Graffius' Intellectual Property - Exhibit - 1 - LwRes

Excerpt 2 of 5 is next.

Bayer Employs Scott M Graffius' Intellectual Property - Exhibit - 2 - LwRes

Here's excerpt 3 of 5.

Bayer Employs Scott M Graffius' Intellectual Property - Exhibit - 3 - LwRes

Excerpt 4 of 5 is next.

Bayer Employs Scott M Graffius' Intellectual Property - Exhibit - 4 - LwRes

And, lastly, is excerpt 5 of 5.

Bayer Employs Scott M Graffius' Intellectual Property - Exhibit - 5 - LwRes

To learn more about Graffius' 'Phases of Team Development' intellectual property, visit
here.

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About Bayer

Bayer is one of the largest pharmaceuticals, biomedical, and biotechnology companies in the world. Headquartered in Leverkusen, Bayer's areas of business include: pharmaceuticals, consumer healthcare products, agricultural chemicals, seeds, and biotechnology products. The company was founded by Friedrich Bayer and Johann Friedrich Westkott on August 1, 1863 and is headquartered in Leverkusen, Germany (photo below). Visit
https://www.bayer.com/en/ to learn more.

Bayer Global Headquarters - LwRes

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About Scott M. Graffius


Scott_M_Graffius_-_Blue_-_1000x1000_-LwRes

Scott M. Graffius is a global leader in agile project management, an expert on teamwork tradecraft, an authority on temporal dynamics on social media platforms, a creator, a consultant, a trainer, an award-winning author, and an international public speaker.

He's generated over $1.9 billion of business value in aggregate for Global Fortune 500 businesses and other organizations he's served. Businesses and industries range from consumer products to advanced technology (including AI, R&D), e-commerce, music, streaming/OTT video, television, film, video games, financial services, government, and more.

Graffius and content from his books (
Agile Scrum and Agile Transformation), talks, workshops, and more have been featured and used by businesses, professional associations, governments, and universities around the world. Examples include Adobe, American Management Association, Amsterdam Public Health Research Institute, Bayer, Boston University, Broadcom, Cisco, Deimos Aerospace, DevOps Institute, EU's European Commission, Ford Motor Company, Hasso Plattner Institute Germany, IEEE, Johns Hopkins University, London South Bank University, Microsoft, National Academy of Sciences, New Zealand Government, Oracle, Project Management Institute, Torrens University Australia, UC San Diego, TBS Switzerland, UK Sports Institute, University of Galway Ireland, U.S. Department of Energy, U.S. National Park Service, U.S. Tennis Association, Virginia Tech, Warsaw University of Technology, Yale University, Zurich University of Applied Sciences, and many others.

He delights audiences around the world with dynamic and engaging talks and workshops. He's presented sessions at 91 conferences and other events across 25 countries. Visit
here to learn more and here to ask Scott to speak at your event.

Scott M Graffius on X - SG on X Design 2 - v Feb 7 2024 - LwRes

Scott M Graffius - Impact_com Platform for Influencers and Affiliates - v April 7 2024 - rev April 10 2024 - LwRes

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About Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions

Scott_M_Graffius_Agile_Scrum_v22123007_LR_1000x1000_sq

Shifting customer needs are common in today's marketplace. Businesses must be adaptive and responsive to change while delivering an exceptional customer experience to be competitive.

There are a variety of frameworks supporting the development of products and services, and most approaches fall into one of two broad categories: traditional or agile. Traditional practices such as waterfall engage sequential development, while agile involves iterative and incremental deliverables. Organizations are increasingly embracing agile to manage projects, and best meet their business needs of rapid response to change, fast delivery speed, and more.

With clear and easy to follow step-by-step instructions,
Scott M. Graffius's award-winning Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions helps the reader:

  • Implement and use the most popular agile framework―Scrum;
  • Deliver products in short cycles with rapid adaptation to change, fast time-to-market, and continuous improvement; and
  • Support innovation and drive competitive advantage.

Hailed by Literary Titan as “the book highlights the versatility of Scrum beautifully.”

Winner of 17 first place awards.

Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions is available in paperback and ebook/Kindle in the United States and around the world. Some links by country follow.



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About
Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change

Scott_M_Graffius_Agile_Transformation_LR_1000x505

Thriving in today's marketplace frequently depends on making a transformation to become more agile. Those successful in the transition enjoy faster delivery speed and ROI, higher satisfaction, continuous improvement, and additional benefits.

Based on actual events,
Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change provides a quick (60-90 minute) read about a successful agile transformation at a multinational entertainment and media company, told from the author's perspective as an agile coach.

The award-winning book by
Scott M. Graffius is available in paperback and ebook/Kindle in the United States and around the world. Some links by country follow.



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scott_m_graffius_-_blog_spacer_-_v23111107_-_cite

How to Cite This Article


Graffius, Scott M. (2024, September 14). Bayer Employs Scott M. Graffius' Intellectual Property. Available at:
https://scottgraffius.com/blog/files/bayer.html. DOI: 10.13140/RG.2.2.15974.64325.

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Post-Publication Notes

If there are any supplements or updates to this article after the date of publication, they will appear here.

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A PDF of this article is
here

The short link for this article is
https://bit.ly/bayer_ag

© Copyright 2024 Scott M. Graffius. All rights reserved. This material may not be published, broadcast, rewritten or redistributed without the express written permission of Scott M. Graffius.



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FINAT (Fédération Internationale des Fabricants et Transformateurs d'Adhésifs et Thermocollants sur Papiers et Autres Supports) Features Scott M. Graffius’ Intellectual Property

BY SCOTT M. GRAFFIUS | ScottGraffius.com

FINAT Features Scott M Graffius' Intellectual Property - LwRes



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Scott M. Graffius' Intellectual Property on Teamwork Tradecraft

Informed by the research of Bruce W. Tuckman and Mary Ann C. Jensen, over 100 subsequent studies, and Scott M. Graffius' first-hand professional experience with, and analysis of, team leadership and performance, Graffius created his ‘Phases of Team Development’ as a unique perspective and visual conveying the five phases of team development — Forming, Storming, Norming, Performing, and Adjourning — inclusive of a graph showing how performance varies by phase, as well as the characteristics and strategies for each phase.

Graffius' intellectual property (IP) is registered with the United States Copyright Office.

Graffius initially developed his ‘Phases of Team Development’ unique material in 2008, and he periodically refreshes it.

For reference, the visual for the current (2024) edition is below and the details are
here.

scott-m-graffius---phases-of-team-development---2024-update---v24010507---jpg-lwres

Organizations around the world engage Graffius to deliver compelling talks and workshops. To date, he's presented sessions at 91 conferences and other events across 25 countries: Armenia, Australia, Brazil, Canada, Czech Republic, Finland, France, Germany, Greece, Hong Kong, Hungary, India, Ireland, Lithuania, Luxembourg, Nepal, Netherlands, New Zealand, Norway, Romania, Sweden, Switzerland, United Arab Emirates, United Kingdom, and the United States.

Scott M Graffius has delivered 91 talks and workshops across 25 countries - passport style - LwRes

Graffius ‘Phases of Team Development’ IP is central and key to many of those sessions. His rate card and a listing of his engagements are at
https://scottgraffius.com/resources/Exceptional-PPM-and-PMO-Solutions-Rate-Card-for-2024-2025-v24071607.pdf and https://scottgraffius.com/publicspeaker.html, respectively.

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Graffius' 'Phases of Team Development' Intellectual Property Is Used By Organizations Around The World — And FINAT Was Added To The List

With an authorization/license from Graffius, his ‘Phases of Team Development’ IP is featured and used by businesses, professional associations, government agencies, and universities around the globe. Examples include:

  • Adobe,
  • American Management Association,
  • Amsterdam Public Health Research Institute,
  • Bayer,
  • Boston University,
  • Broadcom,
  • Cisco,
  • Deimos Aerospace,
  • DevOps Institute,
  • Erste Group Bank AG (Austria),
  • Ford Motor Company,
  • FSU College of Medicine,
  • Hasso Plattner Institute,
  • IEEE,
  • James Madison University,
  • Johns Hopkins University,
  • LeadingEng,
  • London South Bank University,
  • Manufacturers Alliance,
  • Microsoft,
  • New Zealand Government,
  • Oracle,
  • Royal Australasian College of Physicians,
  • TBS Switzerland,
  • Torrens University Australia,
  • Tufts University,
  • U.S. National Park Service,
  • U.S. Tennis Association,
  • UC San Diego,
  • UK Sports Institute,
  • University of Galway Ireland,
  • Victorian Institute of Technology (Australia),
  • Virginia Tech,
  • Warsaw University,
  • Western Sydney University,
  • World Resources Institute,
  • Yale University,
  • ZHAW Zurich University of Applied Sciences,
  • and many others.

FINAT — the international association for the label industry’s development, education, and innovation — was added to the list.

The following visual shows
a post from FINAT on LinkedIn with text about and pictures (including one featuring Graffius’ IP) from the FINAT Committee Summit in May 2024 in Amsterdam.

FINAT Features Scott M Graffius' Intellectual Property - Excerpt 1 - LwRes

The following visual includes a picture from FINAT on LinkedIn. It shows Graffius’ 'Phases of Team Development' IP displayed on-screen in a talk at the FINAT Committee Summit in May 2024 in Amsterdam.

FINAT Features Scott M Graffius' Intellectual Property - Excerpt 2 - LwRes

To learn more about FINAT, read on.

To learn more about Graffius' 'Phases of Team Development' intellectual property, visit
here.

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This article uses limited excerpts from FINAT (a post shared by FINAT on LinkedIn, and a picture from the same post featuring Graffius’ IP), attributed to FINAT and used under fair use for news reporting and analysis. FINAT name, mark, and content are the property of FINAT. Graffius’ ‘Phases of Team Development’ is copyright © Scott M. Graffius. All rights reserved.

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About FINAT

FINAT is the international association for the label industry’s development, education, and innovation.

FINAT is an abbreviation for Fédération Internationale des Fabricants et Transformateurs d'Adhésifs et Thermocollants sur Papiers et Autres Supports. In English: International Federation of Manufacturers and Processors of Adhesives and Heat-Sealable Materials on Paper and Other Supports.

FINAT’s mission involves empowering the label industry by being the uniting platform that helps the international label industry excel in their daily business. FINAT's scope is to:

  • Provide a global communication and networking platform for converters and direct and indirect suppliers.
  • Represent members' interests.
  • Provide a central source for industry information.
  • Produce and distribute related educational and technical publications.
  • Represent the industry's views at the EU level.
  • Establish and maintain industry-related best practices, standards, and test methods.

To learn more, visit
https://www.finat.com.

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About Scott M. Graffius


Scott_M_Graffius_-_Blue_-_1000x1000_-LwRes

Scott M. Graffius is a global leader in agile project management, an expert on teamwork tradecraft, an authority on temporal dynamics on social media platforms, a creator, a consultant, a trainer, an award-winning author, and an international public speaker.

He's generated over $1.9 billion of business value in aggregate for Global Fortune 500 businesses and other organizations he's served. Businesses and industries range from consumer products to advanced technology (including AI, R&D), e-commerce, music, streaming/OTT video, television, film, video games, financial services, government, and more.

Graffius and content from his books (
Agile Scrum and Agile Transformation), talks, workshops, and more have been featured and used by businesses, professional associations, governments, and universities around the world. Examples include Adobe, American Management Association, Amsterdam Public Health Research Institute, Bayer, Boston University, Broadcom, Cisco, Deimos Aerospace, DevOps Institute, EU's European Commission, Ford Motor Company, Hasso Plattner Institute Germany, IEEE, Johns Hopkins University, London South Bank University, Microsoft, National Academy of Sciences, New Zealand Government, Oracle, Project Management Institute, Torrens University Australia, UC San Diego, TBS Switzerland, UK Sports Institute, University of Galway Ireland, U.S. Department of Energy, U.S. National Park Service, U.S. Tennis Association, Virginia Tech, Warsaw University of Technology, Yale University, Zurich University of Applied Sciences, and many others.

He delights audiences around the world with dynamic and engaging talks and workshops. He's presented sessions at 91 conferences and other events across 25 countries. Visit
here to learn more and here to ask Scott to speak at your event.

Scott M Graffius on X - SG on X Design 2 - v Feb 7 2024 - LwRes

Scott M Graffius - Impact_com Platform for Influencers and Affiliates - v April 7 2024 - rev April 10 2024 - LwRes

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About Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions

Scott_M_Graffius_Agile_Scrum_v22123007_LR_1000x1000_sq

Shifting customer needs are common in today's marketplace. Businesses must be adaptive and responsive to change while delivering an exceptional customer experience to be competitive.

There are a variety of frameworks supporting the development of products and services, and most approaches fall into one of two broad categories: traditional or agile. Traditional practices such as waterfall engage sequential development, while agile involves iterative and incremental deliverables. Organizations are increasingly embracing agile to manage projects, and best meet their business needs of rapid response to change, fast delivery speed, and more.

With clear and easy to follow step-by-step instructions,
Scott M. Graffius's award-winning Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions helps the reader:

  • Implement and use the most popular agile framework―Scrum;
  • Deliver products in short cycles with rapid adaptation to change, fast time-to-market, and continuous improvement; and
  • Support innovation and drive competitive advantage.

Hailed by Literary Titan as “the book highlights the versatility of Scrum beautifully.”

Winner of 17 first place awards.

Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions is available in paperback and ebook/Kindle in the United States and around the world. Some links by country follow.



black_spacer_lr_sq_v3

About
Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change

Scott_M_Graffius_Agile_Transformation_LR_1000x505

Thriving in today's marketplace frequently depends on making a transformation to become more agile. Those successful in the transition enjoy faster delivery speed and ROI, higher satisfaction, continuous improvement, and additional benefits.

Based on actual events,
Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change provides a quick (60-90 minute) read about a successful agile transformation at a multinational entertainment and media company, told from the author's perspective as an agile coach.

The award-winning book by
Scott M. Graffius is available in paperback and ebook/Kindle in the United States and around the world. Some links by country follow.



black_spacer_lr_sq_v3

scott_m_graffius_-_blog_spacer_-_v23111107_-_cite

How to Cite This Article


Graffius, Scott M. (2024, September 12). FINAT (Fédération Internationale des Fabricants et Transformateurs d'Adhésifs et Thermocollants sur Papiers et Autres Supports) Features Scott M. Graffius’ Intellectual Property. Available at:
https://scottgraffius.com/blog/files/finat.html. DOI: 10.13140/RG.2.2.16446.50244.

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spacer-post-publication-notes-1000pxw

Post-Publication Notes

If there are any supplements or updates to this article after the date of publication, they will appear here.

black_spacer_lr_sq_v3

A PDF of this article is
here

The short link for this article is
https://bit.ly/finat-24

© Copyright 2024 Scott M. Graffius. All rights reserved. This material may not be published, broadcast, rewritten or redistributed without the express written permission of Scott M. Graffius.



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