#SocialMediaPlatforms
Research by Scott M. Graffius Referenced in the 'Proceedings of the National Academy of Sciences of the United States of America'
16 August 2023
BY SCOTT M. GRAFFIUS | ScottGraffius.com
Select here to download a PDF of this article.
The Proceedings of the National Academy of Sciences of the United States of America (PNAS) references Scott M. Graffius' research on the half-life of social media. Highlights follow.
Thanks to the authors of the PNAS journal article:
Citation for PNAS journal article:
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.
Citation for Graffius’ research:
Graffius, Scott M. (2023, January 1). The Lifespan (Half-Life) of Social Media Posts: Update for 2023. Available at: https://scottgraffius.com/blog/files/social-2023.html. DOI: 10.13140/RG.2.2.19783.98722. Copyright © Scott M. Graffius. All rights reserved.
About the PNAS
The Proceedings of the National Academy of Sciences of the United States of America (PNAS), a peer reviewed journal of the National Academy of Sciences (NAS), is an authoritative source of high-impact, original research that broadly spans the biological, physical, and social sciences. The journal is global in scope and submission is open to researchers worldwide.
About Scott M. Graffius
Scott M. Graffius, PMP, SA, CSP-SM, CSP-PO, CSM, CSPO, SFE, ITIL, LSSGB is an agile project management practitioner, consultant, multi-award-winning author, and international keynote speaker. He is the Founder of Exceptional PPM and PMO Solutions™ and subsidiary Exceptional Agility™. He has generated over $1.9 billion of business value in aggregate for Global Fortune 500 businesses and other organizations he has served. Graffius and content from his books, talks, workshops, and more have been featured and used by businesses, professional associations, governments, and universities. Examples include Microsoft, Oracle, Broadcom, Cisco, Gartner, Project Management Institute, IEEE, Qantas, National Academy of Sciences, United States Department of Energy, New Zealand Ministry of Education, Yale University, Tufts University, and others. He has delighted audiences with dynamic and engaging talks and workshops on agile, project management, and technology (including AI) leadership at 87 conferences and other events across 25 countries.
His full bio is available here.
Connect with Scott on:
About Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions
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:
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.
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
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.
The short URL for this article is: https://bit.ly/pnas-blog
© Copyright 2023 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.
Select here to download a PDF of this article.
The Proceedings of the National Academy of Sciences of the United States of America (PNAS) references Scott M. Graffius' research on the half-life of social media. Highlights follow.
Thanks to the authors of the PNAS journal article:
- Philipp J. Schneider - College of Management of Technology, École Polytechnique Fédérale de Lausanne (EPFL), CH-1015 Lausanne, Switzerland; and
- Marian-Andrei Rizoiu - Faculty of Engineering and Information Technology, The University of Technology Sydney (UTS), Ultimo NSW 2007, Australia.
Citation for PNAS journal article:
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.
Citation for Graffius’ research:
Graffius, Scott M. (2023, January 1). The Lifespan (Half-Life) of Social Media Posts: Update for 2023. Available at: https://scottgraffius.com/blog/files/social-2023.html. DOI: 10.13140/RG.2.2.19783.98722. Copyright © Scott M. Graffius. All rights reserved.
About the PNAS
The Proceedings of the National Academy of Sciences of the United States of America (PNAS), a peer reviewed journal of the National Academy of Sciences (NAS), is an authoritative source of high-impact, original research that broadly spans the biological, physical, and social sciences. The journal is global in scope and submission is open to researchers worldwide.
About Scott M. Graffius
Scott M. Graffius, PMP, SA, CSP-SM, CSP-PO, CSM, CSPO, SFE, ITIL, LSSGB is an agile project management practitioner, consultant, multi-award-winning author, and international keynote speaker. He is the Founder of Exceptional PPM and PMO Solutions™ and subsidiary Exceptional Agility™. He has generated over $1.9 billion of business value in aggregate for Global Fortune 500 businesses and other organizations he has served. Graffius and content from his books, talks, workshops, and more have been featured and used by businesses, professional associations, governments, and universities. Examples include Microsoft, Oracle, Broadcom, Cisco, Gartner, Project Management Institute, IEEE, Qantas, National Academy of Sciences, United States Department of Energy, New Zealand Ministry of Education, Yale University, Tufts University, and others. He has delighted audiences with dynamic and engaging talks and workshops on agile, project management, and technology (including AI) leadership at 87 conferences and other events across 25 countries.
His full bio is available here.
Connect with Scott on:
About Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions
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 frameworkโScrum;
- 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.
- ๐ง๐ท Brazil
- ๐จ๐ฆ Canada
- ๐จ๐ฟ Czech Republic
- ๐ฉ๐ฐ Denmark
- ๐ซ๐ฎ Finland
- ๐ซ๐ท France
- ๐ฉ๐ช Germany
- ๐ฌ๐ท Greece
- ๐ญ๐บ Hungary
- ๐ฎ๐ณ India
- ๐ฎ๐ช Ireland
- ๐ฎ๐ฑ Israel
- ๐ฎ๐น Italy
- ๐ฏ๐ต Japan
- ๐ฑ๐บ Luxembourg
- ๐ฒ๐ฝ Mexico
- ๐ณ๐ฑ Netherlands
- ๐ณ๐ฟ New Zealand
- ๐ณ๐ด Norway
- ๐ช๐ธ Spain
- ๐ธ๐ช Sweden
- ๐จ๐ญ Switzerland
- ๐ฆ๐ช UAE
- ๐ฌ๐ง United Kingdom
- ๐บ๐ธ United States
- ๐ More countries
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
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.
- ๐ฆ๐บ Australia
- ๐ฆ๐น Austria
- ๐ง๐ท Brazil
- ๐จ๐ฆ Canada
- ๐จ๐ฟ Czech Republic
- ๐ฉ๐ฐ Denmark
- ๐ซ๐ฎ Finland
- ๐ซ๐ท France
- ๐ฉ๐ช Germany
- ๐ฌ๐ท Greece
- ๐ฎ๐ณ India
- ๐ฎ๐ช Ireland
- ๐ฏ๐ต Japan
- ๐ฑ๐บ Luxembourg
- ๐ฒ๐ฝ Mexico
- ๐ณ๐ฑ Netherlands
- ๐ณ๐ฟ New Zealand
- ๐ช๐ธ Spain
- ๐ธ๐ช Sweden
- ๐จ๐ญ Switzerland
- ๐ฆ๐ช United Arab Emirates
- ๐ฌ๐ง United Kingdom
- ๐บ๐ธ United States
- ๐ More countries
The short URL for this article is: https://bit.ly/pnas-blog
© Copyright 2023 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.
Research by Scott M. Graffius Referenced in 'Community and Public Health Education Methods'
06 December 2023
BY SCOTT M. GRAFFIUS | ScottGraffius.com
Community and Public Health Education Methods: A Practical Guide (Fifth Edition) book by Robert J. Bensley and Jodi Brookins-Fisher references Scott M. Graffius' ‘Lifespan (Half-Life) of Social Media Posts’ research. Graffius' work provides data on the lifespan (half-life) of posts on Snapchat, X, Facebook, Instagram, LinkedIn, YouTube, Pinterest, and blogs.
An image of the cover to the book is shown above.
The above excerpt shows page 245 of the book. It discusses and references Graffius' half-life research.
A zoomed in image of page 245 is shown above.
As shown above, Graffius' work is referenced as citation 84.
A zoomed in image of the citation is above.
A visual summarizing the now-current (2023) edition of Graffius' research is above.
Algorithms and other factors on social media platforms change over time. For that reason, Graffius periodically refreshes his research. Data collection is ongoing, and he will publish a new edition in early 2024.
The above excerpt provides an abridged bio on Scott M. Graffius.
About Community and Public Health Education Methods: A Practical Guide (Fifth Edition) by Robert J. Bensley and Jodi Brookins-Fisher
The following includes excerpts from the product information on the book.
Updated to keep pace with this ever-evolving field, the fifth edition of Community and Public Health Education Methods: A Practical Guide teaches students to effectively communicate health education messages and positively influence the norms and behaviors of both individuals and communities.
Written by and for health education specialists, this text explores the methods used by health educators, including didactic techniques designed to guide others toward the pursuit of a healthy lifestyle. Divided into four sections, this well-organized guide begins with Section I, which focuses on building the foundation for selecting and applying community and public health education methods. Section II then explores acquiring tools necessary for applying community and public health education and health promotion strategies. Section III examines health communication and media, including exploring social marketing concepts, applying health communication skills, using social media, and exploring digital media strategies. Section IV, the final section, focuses on community and advocacy level methods.
Key features of the fifth edition include:
The book is available in paperback and ebook/Kindle formats.
About Scott M. Graffius
Scott M. Graffius, PMP, SA, CSP-SM, CSP-PO, CSM, CSPO, SFE, ITIL, LSSGB is an agile project management practitioner, consultant, multi-award-winning author, and international keynote speaker. He is the Founder of Exceptional PPM and PMO Solutions™ and subsidiary Exceptional Agility™. He has generated over $1.9 billion of business value in aggregate for Global Fortune 500 businesses and other organizations he has served. Graffius and content from his books, talks, workshops, and more have been featured and used by businesses, professional associations, governments, and universities. Examples include Microsoft, Oracle, Broadcom, Cisco, Gartner, Project Management Institute, IEEE, Qantas, National Academy of Sciences, United States Department of Energy, New Zealand Ministry of Education, Yale University, Tufts University, and others. He has delighted audiences with dynamic and engaging talks and workshops at 89 conferences and other events across 25 countries.
His full bio is available here.
Connect with Scott on:
About Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions
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:
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.
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
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.
The short link for this article is: (coming soon)
A related post is on LinkedIn here.
© Copyright 2023 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.
Community and Public Health Education Methods: A Practical Guide (Fifth Edition) book by Robert J. Bensley and Jodi Brookins-Fisher references Scott M. Graffius' ‘Lifespan (Half-Life) of Social Media Posts’ research. Graffius' work provides data on the lifespan (half-life) of posts on Snapchat, X, Facebook, Instagram, LinkedIn, YouTube, Pinterest, and blogs.
An image of the cover to the book is shown above.
The above excerpt shows page 245 of the book. It discusses and references Graffius' half-life research.
A zoomed in image of page 245 is shown above.
As shown above, Graffius' work is referenced as citation 84.
A zoomed in image of the citation is above.
A visual summarizing the now-current (2023) edition of Graffius' research is above.
Algorithms and other factors on social media platforms change over time. For that reason, Graffius periodically refreshes his research. Data collection is ongoing, and he will publish a new edition in early 2024.
The above excerpt provides an abridged bio on Scott M. Graffius.
About Community and Public Health Education Methods: A Practical Guide (Fifth Edition) by Robert J. Bensley and Jodi Brookins-Fisher
The following includes excerpts from the product information on the book.
Updated to keep pace with this ever-evolving field, the fifth edition of Community and Public Health Education Methods: A Practical Guide teaches students to effectively communicate health education messages and positively influence the norms and behaviors of both individuals and communities.
Written by and for health education specialists, this text explores the methods used by health educators, including didactic techniques designed to guide others toward the pursuit of a healthy lifestyle. Divided into four sections, this well-organized guide begins with Section I, which focuses on building the foundation for selecting and applying community and public health education methods. Section II then explores acquiring tools necessary for applying community and public health education and health promotion strategies. Section III examines health communication and media, including exploring social marketing concepts, applying health communication skills, using social media, and exploring digital media strategies. Section IV, the final section, focuses on community and advocacy level methods.
Key features of the fifth edition include:
- Three new chapters: Applying a Health Literacy Framework, Applying Motivational Interviewing Techniques, and Exploring Digital Media Strategies.
- Coverage of the latest industry standards, guidelines, and competencies, including the HESPA II CHES competencies.
- Wholly revised chapter on legislative advocacy.
- Discussion of health promotion and various techniques including multi-level and multicomponent interventions.
- Practical examples throughout, including many on COVID-19.
The book is available in paperback and ebook/Kindle formats.
About Scott M. Graffius
Scott M. Graffius, PMP, SA, CSP-SM, CSP-PO, CSM, CSPO, SFE, ITIL, LSSGB is an agile project management practitioner, consultant, multi-award-winning author, and international keynote speaker. He is the Founder of Exceptional PPM and PMO Solutions™ and subsidiary Exceptional Agility™. He has generated over $1.9 billion of business value in aggregate for Global Fortune 500 businesses and other organizations he has served. Graffius and content from his books, talks, workshops, and more have been featured and used by businesses, professional associations, governments, and universities. Examples include Microsoft, Oracle, Broadcom, Cisco, Gartner, Project Management Institute, IEEE, Qantas, National Academy of Sciences, United States Department of Energy, New Zealand Ministry of Education, Yale University, Tufts University, and others. He has delighted audiences with dynamic and engaging talks and workshops at 89 conferences and other events across 25 countries.
His full bio is available here.
Connect with Scott on:
About Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions
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 frameworkโScrum;
- 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.
- ๐ง๐ท Brazil
- ๐จ๐ฆ Canada
- ๐จ๐ฟ Czech Republic
- ๐ฉ๐ฐ Denmark
- ๐ซ๐ฎ Finland
- ๐ซ๐ท France
- ๐ฉ๐ช Germany
- ๐ฌ๐ท Greece
- ๐ญ๐บ Hungary
- ๐ฎ๐ณ India
- ๐ฎ๐ช Ireland
- ๐ฎ๐ฑ Israel
- ๐ฎ๐น Italy
- ๐ฏ๐ต Japan
- ๐ฑ๐บ Luxembourg
- ๐ฒ๐ฝ Mexico
- ๐ณ๐ฑ Netherlands
- ๐ณ๐ฟ New Zealand
- ๐ณ๐ด Norway
- ๐ช๐ธ Spain
- ๐ธ๐ช Sweden
- ๐จ๐ญ Switzerland
- ๐ฆ๐ช UAE
- ๐ฌ๐ง United Kingdom
- ๐บ๐ธ United States
- ๐ More countries
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
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.
- ๐ฆ๐บ Australia
- ๐ฆ๐น Austria
- ๐ง๐ท Brazil
- ๐จ๐ฆ Canada
- ๐จ๐ฟ Czech Republic
- ๐ฉ๐ฐ Denmark
- ๐ซ๐ฎ Finland
- ๐ซ๐ท France
- ๐ฉ๐ช Germany
- ๐ฌ๐ท Greece
- ๐ฎ๐ณ India
- ๐ฎ๐ช Ireland
- ๐ฏ๐ต Japan
- ๐ฑ๐บ Luxembourg
- ๐ฒ๐ฝ Mexico
- ๐ณ๐ฑ Netherlands
- ๐ณ๐ฟ New Zealand
- ๐ช๐ธ Spain
- ๐ธ๐ช Sweden
- ๐จ๐ญ Switzerland
- ๐ฆ๐ช United Arab Emirates
- ๐ฌ๐ง United Kingdom
- ๐บ๐ธ United States
- ๐ More countries
The short link for this article is: (coming soon)
A related post is on LinkedIn here.
© Copyright 2023 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.
Supplement to Graffius' 'Lifespan (Half-Life) of Social Media Posts' Research: Typical Engagement Distribution Pattern for Social Media Posts
30 September 2024
BY SCOTT M. GRAFFIUS | ScottGraffius.com
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.
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.
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:
And many more.
To learn more about Graffius' ‘Lifespan (Half-Life) of Social Media Posts’ research, visit here.
About Scott M. Graffius
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.
About Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions
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:
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.
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
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.
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.
Post-Publication Notes
If there are any supplements or updates to this article after the date of publication, they will appear here.
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.
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.
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.
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:
- 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.]
- 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.]
- 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.]
- 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.]
- 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.]
- 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.]
- 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.]
- 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.]
- 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.]
- 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.]
- 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.]
- 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.]
- 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.]
- 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.]
- 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.]
- 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.]
- 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.]
- 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.]
- 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.]
- 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.]
- 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.]
- 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.]
- 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.]
- 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.]
- 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.]
- Rynek Pro (2023, June 26). Dลugoลฤ ลปycia Postów (Half-Life) w Mediach Spoลecznoลciowych 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.]
- 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.]
- 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.]
- 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.]
- 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.]
- 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.]
- 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.]
- 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.
About Scott M. Graffius
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.
About Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions
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:
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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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- ๐จ๐ฆ Canada
- ๐จ๐ฟ Czech Republic
- ๐ฉ๐ฐ Denmark
- ๐ซ๐ฎ Finland
- ๐ซ๐ท France
- ๐ฉ๐ช Germany
- ๐ฌ๐ท Greece
- ๐ฎ๐ณ India
- ๐ฎ๐ช Ireland
- ๐ฏ๐ต Japan
- ๐ฑ๐บ Luxembourg
- ๐ฒ๐ฝ Mexico
- ๐ณ๐ฑ Netherlands
- ๐ณ๐ฟ New Zealand
- ๐ช๐ธ Spain
- ๐ธ๐ช Sweden
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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.
Post-Publication Notes
If there are any supplements or updates to this article after the date of publication, they will appear here.
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.