Evidence map›Paper›PMID 34604708›Full record

ArticleJMIR infodemiology

A Public Health Research Agenda for Managing Infodemics: Methods and Results of the First WHO Infodemiology Conference.

Neville Calleja, AbdelHalim AbdAllah, Neetu Abad, Naglaa Ahmed, Dolores Albarracin, Elena Altieri, Julienne N Anoko, Ruben Arcos, Arina Anis Azlan, Judit Bayer and 62 more

Abstract read
In one paragraph

Article in JMIR infodemiology. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 63 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
63citing papers in PubMed, 1 pooled it
–field-weighted citation impact
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

63 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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  12. A call for government-driven health promotion solutions surveillance in public health: Nests and networks.Canadian journal of public health = Revue canadienne de sante publique · 2025
    Article
  13. Europe in a hybrid war: health security as strategic defence.European journal of public health · 2025
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  19. PH-LLM: Public Health Large Language Models for Infoveillance.medRxiv : the preprint server for health sciences · 2025
    Article
  20. Article

3 more citing papers are in PubMed but not listed here.

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

72 authors.

Neville Calleja *Directorate for Health Information & Research Ministry for Health Valetta Malta.ORCID https://orcid.org/0000-0003-1800-2103
AbdelHalim AbdAllah *WHO Regional Office for Africa Brazzaville Congo.ORCID https://orcid.org/0000-0002-3441-9219
Neetu Abad *US Centers for Disease Control and Prevention Atlanta, GA United States.ORCID https://orcid.org/0000-0001-6999-4494
Naglaa Ahmed *WHO Regional Office for Eastern Mediterranean Cairo Egypt.ORCID https://orcid.org/0000-0003-3255-3948
Dolores Albarracin *Department of Psychology College of Liberal Arts & Sciences University of Illinois Urbana-Champaign Champaign, IL United States.ORCID https://orcid.org/0000-0002-9575-1637
Elena Altieri *Department of Communications World Health Organization Geneva Switzerland.ORCID https://orcid.org/0000-0001-6603-3399
Julienne N Anoko *WHO Regional Office for Africa Dakar Senegal.ORCID https://orcid.org/0000-0002-5436-311X
Ruben Arcos *Department of Communication Sciences and Sociology Communication Sciences Faculty University Rey Juan Carlos Madrid Spain.ORCID https://orcid.org/0000-0002-9665-5874
Arina Anis Azlan *Faculty of Social Sciences and Humanities Universiti Kebangsaan Malaysia Bangi Malaysia.ORCID https://orcid.org/0000-0001-5484-1188
Judit Bayer *Department of Communication Budapest Economics University (BGE) Budapest Hungary.ORCID https://orcid.org/0000-0003-0558-807X
Anja Bechmann *DATALAB - Center for Digital Social Research School of Communication and Culture Aarhus University Aarhus Denmark.ORCID https://orcid.org/0000-0002-5588-5155
Supriya Bezbaruah *WHO Regional Office for South East Asia New Delhi India.ORCID https://orcid.org/0000-0002-4064-1297
Sylvie C Briand *Department of Infectious Hazards Management Emergency Preparedness Division 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 at Urbana-Champaign Champaign, IL United States.ORCID https://orcid.org/0000-0002-3793-3635
Lucie M Bucci *Immunize Canada Canadian Public Health Association Ottawa, ON Canada.ORCID https://orcid.org/0000-0003-2713-0975
Stefano Burzo *Department of Political Science University of British Columbia Vancouver, BC Canada.ORCID https://orcid.org/0000-0002-1980-5488
Christine Czerniak *Department of Infectious Hazards Management Emergency Preparedness Division World Health Organization Geneva Switzerland.ORCID https://orcid.org/0000-0001-5824-6730
Manlio De Domenico *CoMuNe Lab Fondazione Bruno Kessler Povo Italy.ORCID https://orcid.org/0000-0001-5158-8594
Adam G Dunn *Biomedical Informatics and Digital Health School of Medical Sciences The University of Sydney Sydney Australia.ORCID https://orcid.org/0000-0002-1720-8209
Ullrich K H Ecker *School of Psychological Science The University of Western Australia Perth Australia.ORCID https://orcid.org/0000-0003-4743-313X
Laura Espinosa *European Centre for Disease Prevention and Control Stockholm Sweden.ORCID https://orcid.org/0000-0003-0748-9657
Camille Francois *Graphika New York, NY United States.ORCID https://orcid.org/0000-0002-8738-1605
Kacper Gradon *Department of Security and Crime Science University College London London United Kingdom.ORCID https://orcid.org/0000-0003-0750-8678
Anatoliy Gruzd *Ted Rogers School of Management Ryerson University Toronto, ON Canada.ORCID https://orcid.org/0000-0003-2366-5163
Beste Sultan Gülgün *Ministry of Health Ankara Turkey.ORCID https://orcid.org/0000-0003-4331-4336
Rustam Haydarov *UNICEF Headquarters New York, NY United States.ORCID https://orcid.org/0000-0002-1986-0540
Cherstyn Hurley *Immunisation and Countermeasures Department Public Health England London United Kingdom.ORCID https://orcid.org/0000-0002-2344-2333
Santi Indra Astuti *The Faculty of Communication Science Bandung Islamic University (UNISBA) Bandung Indonesia.ORCID https://orcid.org/0000-0003-1776-8182
Atsuyoshi Ishizumi *US Centers for Disease Control and Prevention Atlanta, GA United States.ORCID https://orcid.org/0000-0001-9678-5372
Neil Johnson *Department of Physics George Washington University Washington, DC United States.ORCID https://orcid.org/0000-0002-3224-3213
Dylan Johnson Restrepo *Department of Physics George Washington University Washington, DC United States.ORCID https://orcid.org/0000-0002-7236-0342
Masato Kajimoto *Journalism and Media Studies Centre The University of Hong Kong Hong Kong China.ORCID https://orcid.org/0000-0003-0570-8553
Aybüke Koyuncu *US Centers for Disease Control and Prevention Atlanta, GA United States.ORCID https://orcid.org/0000-0002-3060-6279
Shibani Kulkarni *US Centers for Disease Control and Prevention Atlanta, GA United States.ORCID https://orcid.org/0000-0003-4999-570X
Jaya Lamichhane *Department of Infectious Hazards Management Emergency Preparedness Division World Health Organization Geneva Switzerland.ORCID https://orcid.org/0000-0002-9826-7680
Rosamund Lewis *Emergency Preaparedness Division World Health Organization Geneva Switzerland.ORCID https://orcid.org/0000-0002-7227-2545
Avichal Mahajan *Department of Infectious Hazards Management Emergency Preparedness Division World Health Organization Geneva Switzerland.ORCID https://orcid.org/0000-0002-5866-4841
Ahmed Mandil *WHO Regional Office for Eastern Mediterranean Cairo Egypt.ORCID https://orcid.org/0000-0002-0903-3277
Erin McAweeney *Graphika New York, NY United States.ORCID https://orcid.org/0000-0001-9178-6624
Melanie Messer *Faculty I Department of Nursing Science II Trier University Trier Germany.ORCID https://orcid.org/0000-0003-1782-7226
Wesley Moy *Advanced Academic Programs Johns Hopkins University Washington, DC United States.ORCID https://orcid.org/0000-0001-9747-7638
Patricia Ndumbi Ngamala *Department of Digital Health and Innovation Science Division World Health Organization Geneva Switzerland.ORCID https://orcid.org/0000-0003-0348-7582
Tim Nguyen *Department of Infectious Hazards Management Emergency Preparedness Division World Health Organization Geneva Switzerland.ORCID https://orcid.org/0000-0002-6186-9362
Mark Nunn *Directorate for Health Information & Research Ministry for Health Valetta Malta.ORCID https://orcid.org/0000-0002-6982-2382
Saad B Omer *Yale Institute for Global Health Yale University New Haven, CT United States.ORCID https://orcid.org/0000-0002-5383-3474
Claudia Pagliari *Usher Institute Edinburgh Medical School University of Edinburgh Edinburgh United Kingdom.ORCID https://orcid.org/0000-0001-5791-7723
Palak Patel *US Centers for Disease Control and Prevention Atlanta, GA United States.ORCID https://orcid.org/0000-0001-9341-8091
Lynette Phuong *Department of Infectious Hazards Management Emergency Preparedness Division World Health Organization Geneva Switzerland.ORCID https://orcid.org/0000-0003-1483-7066
Dimitri Prybylski *US Centers for Disease Control and Prevention Atlanta, GA United States.ORCID https://orcid.org/0000-0001-7507-1143
Arash Rashidian *WHO Regional Office for Eastern Mediterranean Cairo Egypt.ORCID https://orcid.org/0000-0002-4005-5183
Emily Rempel *British Columbia Centre for Disease Control Vancouver, BC Canada.ORCID https://orcid.org/0000-0002-9473-3533
Sara Rubinelli *Department of Health Sciences and Medicine University of Lucerne Lucerne Switzerland.ORCID https://orcid.org/0000-0003-1086-8914
PierLuigi Sacco *Department of Humanities Studies Free University of Languages and Communication IULM Milan Italy.ORCID https://orcid.org/0000-0002-5559-2889
Anton Schneider *Office of Infectious Disease Global Health Bureau United States Agency for International Development (USAID) Washington, DC United States.ORCID https://orcid.org/0000-0003-1769-6828
Kai Shu *Computer Science Department Illinois Institute of Technology Chicago, IL United States.ORCID https://orcid.org/0000-0002-6043-1764
Melanie Smith *Graphika New York, NY United States.ORCID https://orcid.org/0000-0002-7637-0660
Harry Sufehmi *Masyarakat Anti Fitnah Indonesia (MAFINDO) Jakarta Indonesia.ORCID https://orcid.org/0000-0001-9726-8932
Viroj Tangcharoensathien *International Health Policy Programme Ministry of Public Health Bangkok Thailand.ORCID https://orcid.org/0000-0003-3235-0091
Robert Terry *Science Division World Health Organization Geneva Switzerland.ORCID https://orcid.org/0000-0003-3849-7705
Naveen Thacker *Deep Children Hospital and Research Centre Gandhidham India.ORCID https://orcid.org/0000-0001-6275-4690
Tom Trewinnard *Fathm London United Kingdom.ORCID https://orcid.org/0000-0001-7457-1322
Shannon Turner *Public Health Association of British Columbia Victoria, BC Canada.ORCID https://orcid.org/0000-0001-7425-3607
Heidi Tworek *Department of History University of British Columbia Vancouver, BC Canada.ORCID https://orcid.org/0000-0001-8825-7895
Saad Uakkas *Faculty of Medicine Mohamed V University in Rabat Rabat Morocco.ORCID https://orcid.org/0000-0001-6850-9901
Emily Vraga *Hubbard School of Journalism and Mass Communication University of Minnesota Minneapolis, MN United States.ORCID https://orcid.org/0000-0002-3016-3869
Claire Wardle *First Draft News New York, NY United States.ORCID https://orcid.org/0000-0003-4597-8574
Herman Wasserman *Centre for Film and Media Studies University of Cape Town Cape Town South Africa.ORCID https://orcid.org/0000-0002-2553-1989
Elisabeth Wilhelm *US Centers for Disease Control and Prevention Atlanta, GA United States.ORCID https://orcid.org/0000-0002-4641-516X
Andrea Würz *European Centre for Disease Prevention and Control Stockholm Sweden.ORCID https://orcid.org/0000-0003-3371-2736
Brian Yau *Department of Regulation and Prequalification Access to Medicines and Health Products Division World Health Organization Geneva Switzerland.ORCID https://orcid.org/0000-0003-4255-9243
Lei Zhou *Public Health Emergency Center Chinese Center for Disease Control and Prevention Beijing China.ORCID https://orcid.org/0000-0002-6640-0774
Tina D Purnat *Department of Digital Health and Innovation Science Division World Health Organization Geneva Switzerland.ORCID https://orcid.org/0000-0002-0257-6631

Funding

World Health Organization 001
6 · The paper itself

Abstract

backgroundAn infodemic is an overflow of information of varying quality that surges across digital and physical environments during an acute public health event. It leads to confusion, risk-taking, and behaviors that can harm health and lead to erosion of trust in health authorities and public health responses. Owing to the global scale and high stakes of the health emergency, responding to the infodemic related to the pandemic is particularly urgent. Building on diverse research disciplines and expanding the discipline of infodemiology, more evidence-based interventions are needed to design infodemic management interventions and tools and implement them by health emergency responders.

objectiveThe World Health Organization organized the first global infodemiology conference, entirely online, during June and July 2020, with a follow-up process from August to October 2020, to review current multidisciplinary evidence, interventions, and practices that can be applied to the COVID-19 infodemic response. This resulted in the creation of a public health research agenda for managing infodemics.

methodsAs part of the conference, a structured expert judgment synthesis method was used to formulate a public health research agenda. A total of 110 participants represented diverse scientific disciplines from over 35 countries and global public health implementing partners. The conference used a laddered discussion sprint methodology by rotating participant teams, and a managed follow-up process was used to assemble a research agenda based on the discussion and structured expert feedback. This resulted in a five-workstream frame of the research agenda for infodemic management and 166 suggested research questions. The participants then ranked the questions for feasibility and expected public health impact. The expert consensus was summarized in a public health research agenda that included a list of priority research questions.

resultsThe public health research agenda for infodemic management has five workstreams: (1) measuring and continuously monitoring the impact of infodemics during health emergencies; (2) detecting signals and understanding the spread and risk of infodemics; (3) responding and deploying interventions that mitigate and protect against infodemics and their harmful effects; (4) evaluating infodemic interventions and strengthening the resilience of individuals and communities to infodemics; and (5) promoting the development, adaptation, and application of interventions and toolkits for infodemic management. Each workstream identifies research questions and highlights 49 high priority research questions.

conclusionsPublic health authorities need to develop, validate, implement, and adapt tools and interventions for managing infodemics in acute public health events in ways that are appropriate for their countries and contexts. Infodemiology provides a scientific foundation to make this possible. This research agenda proposes a structured framework for targeted investment for the scientific community, policy makers, implementing organizations, and other stakeholders to consider.

Indexed as

access to informationattitudesbeliefscommunications mediacommunity resilienceCOVID-19disinformationevidence synthesisinfodemicinfodemic managementinfodemiologyinformation literacyinformation-seeking behaviorinternetknowledge translationmessage amplificationmisinformationresearch agendaresearch policyrisk communicationSARS-CoV-2

Identifiers

PMID34604708
PMCPMC8448461

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.