Evidence map›Paper›PMID 37012998›Full record

ArticleJMIR infodemiology2023

Measuring the Burden of Infodemics: Summary of the Methods and Results of the Fifth WHO Infodemic Management Conference.

Elisabeth Wilhelm, Isabella Ballalai, Marie-Eve Belanger, Peter Benjamin, Catherine Bertrand-Ferrandis, Supriya Bezbaruah, Sylvie Briand, Ian Brooks, Richard Bruns, Lucie M Bucci and 49 more

Open access · goldAbstract read
In one paragraph

Article in JMIR infodemiology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
24citing papers in PubMed, 1 pooled it
28.3field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

24 citing papers in PubMed, 1 synthesis or guideline pooled it, 49 citations in OpenAlex.

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  17. Emerging infodemic management strategies focus on technology: They can't forget trust.Canadian journal of public health = Revue canadienne de sante publique · 2024
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

59 authors at 20 institutions in 20 countries.

Elisabeth Wilhelm *US Centers for Disease Control and Prevention Atlanta, GA United States.ORCID https://orcid.org/0000-0002-4641-516X
Isabella Ballalai *Brazilian Inmunization Society São Paulo-SP Brazil.ORCID https://orcid.org/0000-0001-6285-9257
Marie-Eve Belanger *Department of Political Science and International Relations Université de Genève Geneva Switzerland.ORCID https://orcid.org/0000-0002-8428-9942
Peter Benjamin *HealthEnabled Cape Town South Africa.ORCID https://orcid.org/0000-0001-8911-1126
Catherine Bertrand-Ferrandis *Olylo Paris France.ORCID https://orcid.org/0000-0001-5251-0991
Supriya Bezbaruah *Department of Epidemic and Pandemic Preparedness and Prevention World Health Organization Geneva Switzerland.ORCID https://orcid.org/0000-0002-4064-1297
Sylvie Briand *Department of Epidemic and Pandemic Preparedness and Prevention World Health Organization Geneva Switzerland.ORCID https://orcid.org/0000-0001-6929-5335
Ian Brooks *Center for Health Informatics School of Information Sciences University of Illinois Champaign, IL United States.ORCID https://orcid.org/0000-0002-3793-3635
Richard Bruns *Johns Hopkins Center for Health Security Baltimore, MD United States.ORCID https://orcid.org/0000-0002-2209-4242
Lucie M Bucci *Immunize Canada Canadian Public Health Association Ottawa, ON Canada.ORCID https://orcid.org/0000-0003-2713-0975
Neville Calleja *Directorate for Health Information and Research Ministry for Health Valletta Malta.ORCID https://orcid.org/0000-0003-1800-2103
Howard Chiou *US Centers for Disease Control and Prevention Atlanta, GA United States.ORCID https://orcid.org/0000-0001-9223-3554
Abhinav Devaria *The George Institute for Global Health New Delhi India.ORCID https://orcid.org/0000-0001-8821-2582
Lorena Dini *Working Group Health Policy and Systems Research and Innovation Institute for General Practice Charité Universitätsmedizin Berlin Berlin Germany.ORCID https://orcid.org/0000-0002-3776-0658
Hyjel D'Souza *The George Institute for Global Health New Delhi India.ORCID https://orcid.org/0000-0001-7852-7740
Adam G Dunn *Biomedical Informatics and Digital Health Faculty of Medicine and Health University of Sydney Sydney Australia.ORCID https://orcid.org/0000-0002-1720-8209
Johannes C Eichstaedt *Department of Psychology Stanford University Stanford, CA United States.ORCID https://orcid.org/0000-0002-3220-2972
Silvia M A A Evers *Department of Health Services Research Maastricht University Maastricht Netherlands.ORCID https://orcid.org/0000-0003-1026-570X
Nina Gobat *Department of Country Readiness Strengthening World Health Organization Geneva Switzerland.ORCID https://orcid.org/0000-0002-1558-557X
Mika Gissler *Department of Knowledge Brokers THL Finnish Institute for Health and Welfare Helsinki Finland.ORCID https://orcid.org/0000-0001-8254-7525
Ian Christian Gonzales *Field Epidemiology Training Program Epidemiology Bureau Department of Health Manila Philippines.ORCID https://orcid.org/0000-0003-3875-7431
Anatoliy Gruzd *Ted Rogers School of Management Toronto Metropolitan University Toronto, ON Canada.ORCID https://orcid.org/0000-0003-2366-5163
Sarah Hess *Department of Epidemic and Pandemic Preparedness and Prevention World Health Organization Geneva Switzerland.ORCID https://orcid.org/0000-0002-0536-9603
Atsuyoshi Ishizumi *Department of Epidemic and Pandemic Preparedness and Prevention World Health Organization Geneva Switzerland.ORCID https://orcid.org/0000-0001-9678-5372
Oommen John *The George Institute for Global Health New Delhi India.ORCID https://orcid.org/0000-0002-9008-1726
Ashish Joshi *Department of Epidemiology and Biostatistics Graduate School of Public Health and Health Policy City University of New York New York, NY United States.ORCID https://orcid.org/0000-0002-5376-9839
Benjamin Kaluza *Department Technological Analysis and Strategic Planning Fraunhofer Institute for Technological Trend Analysis INT Euskirchen Germany.ORCID https://orcid.org/0000-0001-8731-4587
Nagwa Khamis *Infection Prevention and Control Department Children's Cancer Hospital Egypt-57357 Ain Shams University Specialized Hospital Cairo Egypt.ORCID https://orcid.org/0000-0003-2744-5221
Monika Kosinska *Department of Social Determinants World Health Organization Geneva Switzerland.ORCID https://orcid.org/0000-0002-6779-1623
Shibani Kulkarni *US Centers for Disease Control and Prevention Atlanta, GA United States.ORCID https://orcid.org/0000-0003-4999-570X
Dimitra Lingri *European Healthcare Fraud and Corruption Network Aristotle Universtity of Thessaloniki Brussels Belgium.ORCID https://orcid.org/0000-0001-5427-3328
Ramona Ludolph *Department of Epidemic and Pandemic Preparedness and Prevention World Health Organization Geneva Switzerland.ORCID https://orcid.org/0000-0003-4662-0240
Tim Mackey *Global Health Program Department of Anthropology University of California San Diego, CA United States.ORCID https://orcid.org/0000-0002-2191-7833
Stefan Mandić-Rajčević *Institute of Social Medicine Faculty of Medicine University of Belgrade Belgrade Serbia.ORCID https://orcid.org/0000-0002-4793-1756
Filippo Menczer *Observatory on Social Media Luddy School of Informatics, Computing, and Engineering Indiana University Bloomington, IN United States.ORCID https://orcid.org/0000-0003-4384-2876
Vijaybabu Mudaliar *The George Institute for Global Health New Delhi India.ORCID https://orcid.org/0000-0003-4651-7219
Shruti Murthy *The George Institute for Global Health New Delhi India.ORCID https://orcid.org/0000-0002-1523-8244
Syed Nazakat *DataLEADS (Health Analytics Asia) New Delhi India.ORCID https://orcid.org/0000-0003-3457-7716
Tim Nguyen *Department of Epidemic and Pandemic Preparedness and Prevention World Health Organization Geneva Switzerland.ORCID https://orcid.org/0000-0002-6186-9362
Jennifer Nilsen *Technology and Social Change Project Harvard University Cambridge, MA United States.ORCID https://orcid.org/0000-0002-3280-1844
Elena Pallari *Health Innovation Network Guy's and St Thomas' Hospital London United Kingdom.ORCID https://orcid.org/0000-0003-1967-6345
Natalia Pasternak Taschner *Center of Science and Society Columbia University New York, NY United States.ORCID https://orcid.org/0000-0001-7559-602X
Elena Petelos *Department of Health Services Research Care and Public Health Research Institute Maastricht University Maastricht Netherlands.ORCID https://orcid.org/0000-0001-8838-7470
Mitchell J Prinstein *American Psychological Association Washington DC, DC United States.ORCID https://orcid.org/0000-0002-7587-8665
Jon Roozenbeek *Department of Psychology University of Cambridge Cambridge United Kingdom.ORCID https://orcid.org/0000-0002-8150-9305
Anton Schneider *Bureau for Global Health Office of Infectious Disease United States Agency for International Development Washington DC, DC United States.ORCID https://orcid.org/0000-0002-0887-8454
Varadharajan Srinivasan *The George Institute for Global Health New Delhi India.ORCID https://orcid.org/0000-0001-7072-0431
Aleksandar Stevanović *Institute of Social Medicine Faculty of Medicine University of Belgrade Belgrade Serbia.ORCID https://orcid.org/0000-0003-4759-075X
Brigitte Strahwald *Pettenkofer School of Public Health Ludwig-Maximilians-Universität München Munich Germany.ORCID https://orcid.org/0000-0002-5069-6857
Shabbir Syed Abdul *The George Institute for Global Health New Delhi India.ORCID https://orcid.org/0000-0002-0412-767X
Sandra Varaidzo Machiri *African Field Epidemiology Network Harare Zimbabwe.ORCID https://orcid.org/0000-0001-8440-1028
Sander van der Linden *Department of Psychology University of Cambridge Cambridge United Kingdom.ORCID https://orcid.org/0000-0002-0269-1744
Christopher Voegeli *Office of the Director National Center for Immunization and Respiratory Diseases US Centers for Disease Control and Prevention Atlanta, GA United States.ORCID https://orcid.org/0000-0002-1217-402X
Claire Wardle *Information Futures Lab School of Public Health Brown University Providence, RI United States.ORCID https://orcid.org/0000-0003-4597-8574
Odette Wegwarth *Heisenberg Chair for Medical Risk Literacy & Evidence-Based Decisions Charite - Universitätsmedizin Berlin Berlin Germany.ORCID https://orcid.org/0000-0003-0885-2673
Becky K White *Department of Epidemic and Pandemic Preparedness and Prevention World Health Organization Geneva Switzerland.ORCID https://orcid.org/0000-0003-3234-1742
Estelle Willie *Communications, Policy, Advocacy The Rockefeller Foundation New York, NY United States.ORCID https://orcid.org/0000-0001-8849-3695
Brian Yau *Department of Epidemic and Pandemic Preparedness and Prevention World Health Organization Geneva Switzerland.ORCID https://orcid.org/0000-0003-4255-9243
Tina D Purnat *Department of Epidemic and Pandemic Preparedness and Prevention World Health Organization Geneva Switzerland.ORCID https://orcid.org/0000-0002-0257-6631
World Health Organization · CHGeorge Institute for Global Health · INCenters for Disease Control and Prevention · USUniversity of Belgrade · RSUniversity of Cambridge · GBAfrican Field Epidemiology Network · UGAin Shams University · EGAmyloidosis Foundation · USAristotle University of Thessaloniki · GRBerlin Institute of Health at Charité - Universitätsmedizin Berlin · DEBrazilian Society of Speech · BRBrown University · USCanadian Public Health Association · CACardiovascular Institute of the South · USCharité - Universitätsmedizin Berlin · DECity University of New York · USDepartment of Health · PHFederal Institute of São Paulo · BRFinnish Institute for Health and Welfare · FIFraunhofer Institute for Technological Trend Analysis · DE

Funding

World Health Organization 001
6 · The paper itself

Abstract

Background: An infodemic is excess information, including false or misleading information, that spreads in digital and physical environments during a public health emergency. The COVID-19 pandemic has been accompanied by an unprecedented global infodemic that has led to confusion about the benefits of medical and public health interventions, with substantial impact on risk-taking and health-seeking behaviors, eroding trust in health authorities and compromising the effectiveness of public health responses and policies. Standardized measures are needed to quantify the harmful impacts of the infodemic in a systematic and methodologically robust manner, as well as harmonizing highly divergent approaches currently explored for this purpose. This can serve as a foundation for a systematic, evidence-based approach to monitoring, identifying, and mitigating future infodemic harms in emergency preparedness and prevention. Objective: In this paper, we summarize the Fifth World Health Organization (WHO) Infodemic Management Conference structure, proceedings, outcomes, and proposed actions seeking to identify the interdisciplinary approaches and frameworks needed to enable the measurement of the burden of infodemics. Methods: An iterative human-centered design (HCD) approach and concept mapping were used to facilitate focused discussions and allow for the generation of actionable outcomes and recommendations. The discussions included 86 participants representing diverse scientific disciplines and health authorities from 28 countries across all WHO regions, along with observers from civil society and global public health-implementing partners. A thematic map capturing the concepts matching the key contributing factors to the public health burden of infodemics was used throughout the conference to frame and contextualize discussions. Five key areas for immediate action were identified. Results: The 5 key areas for the development of metrics to assess the burden of infodemics and associated interventions included (1) developing standardized definitions and ensuring the adoption thereof; (2) improving the map of concepts influencing the burden of infodemics; (3) conducting a review of evidence, tools, and data sources; (4) setting up a technical working group; and (5) addressing immediate priorities for postpandemic recovery and resilience building. The summary report consolidated group input toward a common vocabulary with standardized terms, concepts, study designs, measures, and tools to estimate the burden of infodemics and the effectiveness of infodemic management interventions. Conclusions: Standardizing measurement is the basis for documenting the burden of infodemics on health systems and population health during emergencies. Investment is needed into the development of practical, affordable, evidence-based, and systematic methods that are legally and ethically balanced for monitoring infodemics; generating diagnostics, infodemic insights, and recommendations; and developing interventions, action-oriented guidance, policies, support options, mechanisms, and tools for infodemic managers and emergency program managers.

Indexed as

burden of infodemicCOVID-19infodemicinfodemic managementinfodemic metricsinfodemiologytechnical consultationWorld Health Organization

Identifiers

PMID37012998
PMCPMC9989916
OpenAlexW4320059515

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.