SUBSCRIBE
SUBSCRIBE
EXPLORE +
  • About infoDOCKET
  • Academic Libraries on LJ
  • Research on LJ
  • News on LJ
  • Skip to primary navigation
  • Skip to main content
  • Skip to primary sidebar
  • Libraries
    • Academic Libraries
    • Government Libraries
    • National Libraries
    • Public Libraries
  • Companies (Publishers/Vendors)
    • EBSCO
    • Elsevier
    • Ex Libris
    • Frontiers
    • Gale
    • PLOS
    • Scholastic
  • New Resources
    • Dashboards
    • Data Files
    • Digital Collections
    • Digital Preservation
    • Interactive Tools
    • Maps
    • Other
    • Podcasts
    • Productivity
  • New Research
    • Conference Presentations
    • Journal Articles
    • Lecture
    • New Issue
    • Reports
  • Topics
    • Archives & Special Collections
    • Associations & Organizations
    • Awards
    • Funding
    • Interviews
    • Jobs
    • Management & Leadership
    • News
    • Patrons & Users
    • Preservation
    • Profiles
    • Publishing
    • Roundup
    • Scholarly Communications
      • Open Access

July 29, 2022 by Gary Price

Research Paper (Preprint): “Information Retention in the Multi-Platform Sharing of Science”

July 29, 2022 by Gary Price

The article linked below was posted on arXiv.

Title

Information Retention in the Multi-Platform Sharing of Science

Authors

Sohyeon Hwang
Northwestern University

Emőke-Ágnes Horvát
Northwestern University

Daniel M. Romero
University of Michigan

Source

via arXiv
Pre-print of work forthcoming in ICWSM2023
DOI: 10.48550/arXiv.2207.13815

Abstract

The public interest in accurate scientific communication, underscored by recent public health crises, highlights how content often loses critical pieces of information as it spreads online. However, multi-platform analyses of this phenomenon remain limited due to challenges in data collection. Collecting mentions of research tracked by Altmetric LLC, we examine information retention in the over 4 million online posts referencing 9,765 of the most-mentioned scientific articles across blog sites, Facebook, news sites, Twitter, and Wikipedia. To do so, we present a burst-based framework for examining online discussions about science over time and across different platforms. To measure information retention we develop a keyword-based computational measure comparing an online post to the scientific article’s abstract. We evaluate our measure using ground truth data labeled by within field experts. We highlight three main findings: first, we find a strong tendency towards low levels of information retention, following a distinct trajectory of loss except when bursts of attention begin in social media. Second, platforms show significant differences in information retention. Third, sequences involving more platforms tend to be associated with higher information retention. These findings highlight a strong tendency towards information loss over time – posing a critical concern for researchers, policymakers, and citizens alike – but suggest that multi-platform discussions may improve information retention overall..

Direct to Access Full Text

Filed under: Data Files, Journal Articles, News

SHARE:

About Gary Price

Gary Price (gprice@gmail.com) is a librarian, writer, consultant, and frequent conference speaker based in the Washington D.C. metro area. He earned his MLIS degree from Wayne State University in Detroit. Price has won several awards including the SLA Innovations in Technology Award and Alumnus of the Year from the Wayne St. University Library and Information Science Program. From 2006-2009 he was Director of Online Information Services at Ask.com. Gary is also the co-founder of infoDJ an innovation research consultancy supporting corporate product and business model teams with just-in-time fact and insight finding.

ADVERTISEMENT

Archives

Job Zone

ADVERTISEMENT

Recent Articles on LJ

Value Added: Getting the Most Out of Databases

Q&A with Lauren Comito, Urban Librarians Unite Executive Director

ARL, CARL Engage Ithaka S+R for Report on Aligning the Research Library to Organizational Strategy

The Restorative Library | Editorial

DPLA Takes a Look Ahead | ALA Annual 2022

ADVERTISEMENT

Related Infodocket Posts

MedlinePlus Tutorial for Librarians and Health Educators Now Available in Spanish

From the National Library of Medicine Technical Bulletin: Are you a health educator or librarian looking for the best quality consumer health information? MedlinePlus is the National Library of Medicine’s ...

Journal Article: "Georgia’s Libraries and the Needs of Patrons Experiencing Homelessness: An Exploratory Study"

The article linked below was recenly published by The Southeastern Librarian. Title Georgia’s Libraries and the Needs of Patrons Experiencing Homelessness: An Exploratory Study Author Anne Blood Source The Southeastern ...

Reference: The 2022 KIDS COUNT Data Book (2022 State Trends in Child Well-Being) Published by Annie E. Casey...

From the Publication Page Chil­dren in Amer­i­ca are inie E. Casey Foun­da­tion with 50-state data on child well-being. The annu­al report focus­es this year on youth men­tal health, con­cur­ring with ...

Report: "How Ukraine’s Librarians Mobilised to Fight the Russian Culture War"

From The Scotsman: Within days, libraries across the country had set up initiatives to supply books to citizens sheltering in underground Metro stations, had created centres for refugees displaced within ...

Recently Released: Annual Report of the Librarian of Congress, FY 2021

Direct to Full Text Report 50 pages; PDF Direct to Full Text Report 50 pages; PDF.

Not Real News: An Associated Press Roundup of Untrue Stories Shared Widely on Social Media This Week

From the Associated Press: A roundup of some of the most popular but completely untrue stories and visuals of the week. None of these are legit, even though they were ...

Research Tools: "Triumph and Frustration: Database Documents the History of Canadian Women Film Directors"

From The University of Toronto: Women filmmakers in Canada have often grappled with low budgets, employment scarcity and a lack of recognition. Yet they’ve also built a powerful canon of ...

Alaska: New Head Librarian Declines to Take Job at Embattled Anchorage Library; US Library Defunded After Refusing to...

Alaska: New Head Librarian Declines to Take Job at Embattled Anchorage Library (via Anchorage Daily News) & Mayor’s Pick for Top Anchorage Librarian Declines Job, Leaving Controversial Deputy Director in ...

Biden Chooses Colleen Shogan for National Archivist Post

From ExecutiveGov: Colleen Shogan, a nearly 15-year federal service veteran and currently an executive at the White House Historical Association, has been nominated to serve as the U.S.’ archivist, the ...

University of Louisville: Libraries Archivist Joins Effort to Clean Flood-Damaged Materials at Appalshop in Whitesburg, KY

From the University of Louisville Libraries: University of Louisville Libraries Archivist Heather Fox is traveling to Whitesburg, KY to assist in cleaning and preserving damaged archives at Appalshop, an arts ...

Report: "Augmented Reality Could Be the Future of Paper Books, According to New Research"

From the University of Surrey: Augmented reality might allow printed books to make a comeback against the e-book trend, according to researchers from the University of Surrey. Surrey has introduced ...

Journal Article: "Twitter and Endorsed (Fake) News: The Influence of Endorsement by Strong Ties, Celebrities, and a User...

The article linked below was recently published by International Journal of Communication. Title Twitter and Endorsed (Fake) News: The Influence of Endorsement by Strong Ties, Celebrities, and a User Majority ...

ADVERTISEMENT

FOLLOW INFODOCKET ON TWITTER

Tweets by @infodocket

ADVERTISEMENT

This coverage is free for all visitors. Your support makes this possible.

This coverage is free for all visitors. Your support makes this possible.

Primary Sidebar

  • News
  • Reviews+
  • Technology
  • Programs+
  • Design
  • Leadership
  • People
  • COVID-19
  • Advocacy
  • Opinion
  • INFOdocket
  • Job Zone

Reviews+

  • Booklists
  • Prepub Alert
  • Book Pulse
  • Media
  • Readers' Advisory
  • Self-Published Books
  • Review Submissions
  • Review for LJ

Awards

  • Library of the Year
  • Librarian of the Year
  • Movers & Shakers 2022
  • Paralibrarian of the Year
  • Best Small Library
  • Marketer of the Year
  • All Awards Guidelines
  • Community Impact Prize

Resources

  • LJ Index/Star Libraries
  • Research
  • White Papers / Case Studies

Events & PD

  • Online Courses
  • In-Person Events
  • Virtual Events
  • Webcasts
  • About Us
  • Contact Us
  • Advertise
  • Subscribe
  • Media Inquiries
  • Newsletter Sign Up
  • Submit Features/News
  • Data Privacy
  • Terms of Use
  • Terms of Sale
  • FAQs
  • Careers at MSI


© 2022 Library Journal. All rights reserved.


© 2022 Library Journal. All rights reserved.