COVID-19 Call
COVID-19 Call
COVID-19 Call
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Suggested citation. An ad hoc WHO technical consultation managing the COVID-19 infodemic: call for action, 7-8 April 2020. Geneva: World Health
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Acknowledgements
The World Health Organization (WHO) Department of Infectious Hazard Preparedness produced this
report of the 7-8 April Global Consultation on Managing the COVID-19 infodemic. The global consultation
was led by Tim Nguyen and Tina Purnat under the direction of the WHO COVID-19 Infodemic Management
Pillar lead, Sylvie Briand, Director of the Department of Global Infectious Hazard Preparedness, with
significant inputs from strategic partners.
WHO acknowledges the work and contributions of experts from all over the world who participated
as expert panelists in the global consultation: Alexandre Alaphilippe, EU disinformation lab, Belgium |
Leticia Bode, Georgetown University, USA | Julii Brainard, Norwich Medical School UEA, UK | Ian Brooks,
Center for Public Health Analytics, School of Information Sciences, University of Illinois, USA | Neville
Calleja, Ministry of Health, Malta | Yana Dlugy, AFP Digital Verification, France | Manlio De Domenico,
Complex Multilayer Networks Lab, FBK | Fondazione Bruno Kessler, Italy | Ève Dubé, Institut national de
santé publique du Québec, Canada | Gunther Eysenbach, JMIR Publications, Canada – Anatoliy Gruzd,
Ryerson University, Canada | Philip Mai, Ryerson University, Canada | Athas Nikolakakos, Facebook, USA |
Kisoo Park, Korea University College of Medicine, South Korea | Rebecca Petras, H2H Network, USA/France
| Praveen Raja, Facebook, USA | Pier Luigi Sacco, IULM University, Italy | Philipp Schmid, University of
Erfurt, Germany | Tavpritesh Sethi, Indraprastha Institute of Information Technology Delhi, India | Viroj
Tangcharoensathien, Ministry of Public Health, Thailand | Jay J. Van Bavel, New York University, USA |
Tim Zecchin, Media Measurement, UK
WHO staff members and consultants who contributed to the process of organizing the meeting, drafting
the report and the infodemic management framework were: Tim Nguyen | Tina Purnat | Ioana Ghiga
| Alexandra Hill | Olga Fradkina | Daniel Hougendobler | Myrna Marti | Felipe Mejia Medina | Judith
Van Andel | Marcelo D’Agostino | Sebastian Garcia Saiso | Mark Landry | Arash Rashidian | Hisham
Mohamed Abdallah Abdelhalim | Clayton Hamilton | Sylvie Briand
This meeting was further supported by colleagues of the WHO Information Network for Epidemics
(EPI-WIN): Zerthun Alemu Belay | Viviane Bianco | Andre Buell | Candida Connor | Melinda Frost
| Sarah Hess | Judith Van Holten | Vicky Houssiere | Ivan Ivanov | Rosamund Lewis | Shi Han Liu |
Andrew Ramsay | Romana Rauf | Aicha Taybi
Consultation illustrations by Sam Bradd. Rapporteur services provided to the consultation by Mark Nunn.
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Executive summary
An ‘infodemic’ is an overabundance of information—some accurate and some not—
that occurs during an epidemic. It spreads between humans in a similar manner to an
epidemic, via digital and physical information systems. It makes it hard for people to
find trustworthy sources and reliable guidance when they need it. During epidemics,
more so than in normal time, people need accurate information to adapt their
behaviour to protect themselves and their families and communities against infection.
At the same time, though, the current, COVID-19 infodemic is an opportunity to find
and adapt new preparedness and response tools.
“We’re not just On 7 and 8 April, the WHO Information Network for Epidemics (EPI-WIN) held a global
fighting an online consultation on managing the COVID-19 infodemic. The aim of this consultation
was to crowdsource ideas for managing the infodemic from an interdisciplinary group
epidemic; of experts and the 1 300 participants who joined the webinar. Alongside the inputs of
the speakers, almost 600 ideas were submitted through an online interactive forum
we’re fighting while the consultation was taking place. Together, all these will form the basis for a
COVID-19 infodemic framework to guide the actions that governments and public
an infodemic.” health institutions can take.
The infodemic can be seen as having four major thematic areas in which people look for
WHO Director-General Tedros trustworthy information, and where misinformation and rumours are placed: the cause
Adhanom Ghebreyesus at the and origin of the disease; its symptoms and transmission patterns; available treatments,
Munich Security conference, 15 prophylactics and cures; and the effectiveness and impacts of interventions by health
February 2020
authorities or other institutions. These four areas require the addition of a fifth: the
coordination and governance of the generation, verification and dissemination of
trustworthy information.
The framework for response will also be built around four principles.
Firstly, interventions and messages must be based in science and evidence.
Within this topic there are two main overarching challenges: the need to manage
the creation and dissemination of trusted information so that it is not excessive,
overwhelming or confusing; and the need to counter misinformation.
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Fourthly, strategic partnerships should be formed with Emergencies (see Annex 1), produced in response to the
social media and technology platforms and stakeholders, perspectives that emerged from this consultation, and which
along with other relevant stakeholders such as those in will be reviewed and refined as the COVID-19 pandemic
academia and civil society. continues and when it ends. This framework provides guidance
in five key areas of action that emerged from the consultation:
WHO’s immediate response to managing the COVID-10 (1) strengthening evidence and information; (2) simplifying
infodemic is and has been to provide timely and accurate and explaining what is known, fact-checking, and addressing
technical guidance, scientific briefs and situation reports, misinformation; (3) amplifying messages and reaching the
communicating the evidence-based knowns and unknowns communities and individuals who most need the information;
through frequent press conferences, educational videos and (4) quantifying and analysing the infodemic, including
trainings, ‘Myth Busters,’ and the WHO presence on social information flows, monitoring the acceptance of public health
media platforms. WHO is tailoring guidance to the needs of— interventions, and assessing factors affecting behaviour at
among others—governments, faith-based organizations, individual and population levels; and (5) strengthening
the food and agricultural sectors, organizers of large events, systems for infodemic management in health emergencies.
employers and unions, and health professionals. The
organization is also engaging major social media platforms to Managing the COVID-19 pandemic and related infodemic
provide access to accurate health guidance, while at the same requires swift, regular, coordinated action from multiple
time working to understand the sentiment of the discussions sectors of society and government. The timely translation
taking place on these platforms. of evidence into knowledge that people can use, adapted to
their local cultures, languages and contexts, will continue to
WHO is building on all of this work through this report and be crucial to fighting misinformation and saving lives as the
the draft Framework for Managing Infodemics in Health pandemic evolves.
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Introduction:
WHO ad-hoc technical consultation on managing the
COVID-19 infodemic
Background
The 2020 pandemic of Coronavirus disease (COVID-19) has been accompanied by a
massive ‘infodemic.’ An infodemic, simply put, is an overabundance of information,
good and bad. Together, it forms a virtual tsunami of data and advice that makes it
hard for people in all walks of life to find clear messages, trustworthy sources and
reliable guidance when they need them. Some of it is merely confusing, but some of
the misinformation can be actively harmful to life. Addressing infodemics like this is a
new, but centrally important, challenge in responding to all disease outbreaks.
For the most In the context of the COVID-19 pandemic, the infodemic is exacerbated by the global
effective scale of the emergency, and propagated by the fundamentally interconnected way
in which information is disseminated and consumed through social media platforms
national and other channels. The infodemic impacts citizens in every country.
responses, In response to the pressing demand for timely, trustworthy information about
COVID-19 and subsequent epi- and pandemics, the World Health Organization (WHO)
private and established the Information Network for Epidemics (EPI-WIN) to serve as a network
uniting technical and social media teams within WHO. EPI-WIN disseminates and
public actors amplifies evidence-based information about COVID-19, and tracks and responds to
misinformation, myths and rumours.
have to pull On 7 and 8 April 2020, EPI-WIN held an online technical consultation on managing
together for the the COVID-19 infodemic, with the aim of gathering information, evidence, ideas
and comments from a wide range of technical experts and other stakeholders. The
greater good. objective of this exercise was to gather inputs to feed into a draft infodemic response
framework (See Annex 1), with the secondary aim of catalysing a new community of
practice on infodemic management, and beginning to define its work.
Problem statement
A number of overarching themes and needs emerged from both the presentations
and the online engagement.
There is need for (a) international coordination of the response to the infodemic,
even—perhaps particularly—around such basic issues as the consistent use of
terminology; and (b) coordinated and integrated methods to manage the flow of
information for maximum positive impact. To fill these gaps, both an overview and
a detailed understanding of the distribution and sharing of information are crucial,
clarifying where it comes from; how it propagates; who clicks and shares it; and how
we can expect it to evolve in the coming weeks and months.
To earn and keep that essential trust, public health agencies and other authorities
need to be open—often—about the fact that this is a new virus, and therefore
recommendations and advice will change with more data.
For people act on information as best they can, health education and health literacy
are crucial, to help them absorb, analyse, understand and act on the information
they receive, question misinformation, and evaluate correctly which sources to trust.
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Just as an effective public health response to an epidemic is A great deal of the necessary work has already been done.
based on a strong health system, resilience to misinformation Strong, tested intellectual frameworks already exist for (a)
depends on strong digital and health literacy. To facilitate conceptualizing and mapping the nature of infodemics and/
this, authorities could run information campaigns on how to or online misinformation, and (b) responding to them. New
practice digital hygiene in the same way that they promote approaches are constantly being developed and refined. There
personal hygiene. It is already clear that one lasting lesson from already exist many resources, tools, hubs, portals, frameworks,
COVID-19 will be the fact that health education before a crisis networks, initiatives etc. for action and analysis. Many of
is hugely valuable. these were outlined during the meeting, including rebuttal
strategies for misinformation, an infodemic risk index that that
For the most effective national responses, private and public measures exposure to unreliable sources of information, and a
actors have to pull together for the greater good. The key glossary of social interventions. Some of these initiatives have
to an effective response to an infodemic is multidisciplinary already amassed large amounts of data and long track records,
cooperation. The range and effectiveness of possible response and have been monitoring and refining their methods since
measures increases in relation to the degree of cooperation long before the COVID-19 pandemic.
between all these actors, across the whole of society—
including but not limited to private sector communication One problem, if it can be described as such, is an
and telecoms companies, state communication bodies, overabundance of options: WHO must now choose the
search engines, civil society, academia, frontline health most appropriate tools for the COVID-19 context and bring
workers, and others, all the way down to the grassroots level them to scale. This consultation may have been one of the
of neighbourhood mutual support groups. first opportunities for many of the people attending to hear
about the expertise and activities of others, and to frame
Widespread cultural change around online comportment the entirety of this activity within the problems of pandemic
may also be necessary. For example, the dynamics of management and public health. The desired outcome is to
misinformation might be far less dangerous to life if it were bring these tools together and reorient existing knowledge
more socially acceptable for online actors to retract and delete and expertise towards countering and managing infectious
inaccurate posts they might have shared. disease, providing crucially necessary multidisciplinary
expertise and coordination, and bringing important, trusted
Local context is absolutely crucial. Good information has to information to local level.
be adapted in response to culture, language and literacy, and
any other relevant influences on how information is received
and used. This adaptation must extend to marginalised and
vulnerable communities and languages.
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Meeting proceedings
The consultation was held online via the Zoom platform, and Attendance at the
was open to all. The event brought together a multidisciplinary
group from a range of different backgrounds, including consultation dwarfed the
but not limited to academia (including social scientists,
epidemiologists, clinicians and communication experts); numbers for a conventional,
representatives of technology, web and social media platforms
and companies; staff from ministries of health and institutes physical meeting.
of public health; attendees from organisations that act as
‘amplifiers’ of information, including the World Economic
Forum (WEF), the International Air Transport Association (IATA),
a number of faith-based organizations and the World Council
of Nurses; journalists and media professionals, including health
and science reporters and representatives of major media
outlets; and civil society, including fact-checking organizations.
The agenda for the meeting1 can be found in Annex 2 and a
list of speakers in Annex 3. Full proceeding of and outcome of
1 375 attendees Day 1
1 169 attendees
meeting is described in journal article2 .
• Othen day
• 6forum
one alone, 1 375 people attended from all around
world; on Day 2, there were 1 169.
594
held at www.sli.do (out of a total of 782 logged in).
ideas
This forum allowed those listening to the presentations contributed
to interact with the discussions, casting votes in polls and
contributing ideas and comments. 1 326 votes were cast on
Slido in response to six different polls, and 594 ideas and
comments were contributed. Regions represented
• -ASub
ttendees represented every continent bar Antarctica:
2% 3% 10%
Saharan Africa 11%
- North Africa & Eastern Mediterrannean 3%
- South East Asia 10%
- Western Pacific 2%
- Europe & Central Asia 42% Western Pacific North Africa & Eastern South East Asia
- The Americas: 33% Mediterrannean
• Attendees
backgrounds:
came from a wide range of professional
- Academia/research 26%
- Public health/government 8%
- Health care sector 7%
11% 33% 42%
- NGOs 22%
- Civil society 2% Sub Saharan The Americas Europe &
- International organizations/UN 14% Africa Central Asia
- Private sector 10%
- Students 8%
- Other 3%.
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3% 2% Academia /
Students 7% research
8%
26%
Public health /
government
8%
10%
Private sector
22%
14% NGOs
International organizations /
UN
4
Summary of presentations
WHO’s role
The key principle of WHO’s response to the infodemic is that individuals and
communities can better protect themselves if (a) they have timely access to, and
understanding of, the collected knowledge and wisdom of trusted sources; and (b)
they are engaged as part of the solution. WHO has a special position that allows—and
obliges—it to receive and communicate information directly from countries, from the
field, from hospitals and elsewhere; put together the big picture of what is happening
on the ground; and bring it to the attention of appropriate scientific networks. It has
to present information in ways that are actionable, and, where necessary, in ways that
target specific vulnerable groups. It also acts as a convener, gathering other trusted
sectors and pillars of society—such as faith based organizations (FBOs), the private
sector, governments and others—to share and adapt information. Finally, its position
of overview allows WHO to work to understand and quantify the infodemic, identifying
issues as early as possible and responding fast, with correct information.
To meet these needs and obligations, EPI-WIN has devised the basis for a five-part
framework for an infodemic management strategy, as outlined earlier: (1) identifying
evidence and gathering the necessary knowledge and wisdom; (2) simplifying
knowledge for different audiences; (3) amplifying action; (4) quantifying the impact of
the infodemic; and (4) assisting the coordination and governance of all these activities.
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On WhatsApp, limits have been imposed on the capacity to Infodemic preparedness requires new infodemiology tools.
send chain messages or perform mass forwarding of messages, Some ideas for these that could be done quickly include WHO-
and accounts doing mass messaging have been banned. backed infodemiology hackathons and the establishment of
Support has been provided to independent newsrooms and new WHO Collaborating Centres for infodemiology and related
fact checkers promoting correct information and fighting fake work.
news: USD 25 million in funding has been given to local news
organizations, and USD 75 million worth of marketing has The antidote to misinformation is openness: transparency
been donated to help publishers around world as advertising leads to trust. To gain that trust, open science is key: “open
revenue declines. A further USD 2 million in grants has gone data, open peer review, open source and open access.”
to increase the capacity of fact checkers.
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Link: https://www.jmir.org/themes/69
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The socio-behavioural
dimension of infodemiology higher infodemic risk. The level of infodemic risk increases
Pier Luigi Sacco of the IULM University of Milan, Italy, pointed with the level of cognitive manipulation that is implied,
out that in the absence of reliable therapeutic strategies, the where ‘cognitive manipulation’ implies not only exposure
behavioural dimension is the key variable to mitigate the to unreliable information, but also a misleading cognitive
effects of a pandemic. Information is centrally important: frame with which to interpret it. Conspiracy theories and
misleading public perceptions or the legitimization of junk science are considered the most manipulative forms of
wrong ideas about the pandemic and its effects can have content; intentionally designed fake news and hoaxes are the
serious negative consequences. This requires an integrated next most serious form.
perspective that integrates medical and socio-behavioural
dimensions much more tightly than at present—and which Based on results to date, different countries present different
includes evaluation of the behavioural effects of public levels of infodemic risk, without any clear relationship to level
communication. Computational social science approaches of socioeconomic development. Public health interventions
offer a way to define and quantify the socio-behavioural are therefore strongly sensitive to socioeconomic factors,
dimensions of the infodemic, monitoring both the emotional which should be taken into account when designing any
and the cognitive domains. interventions. For example, lockdown and social distancing
clearly affect people differently depending on economic safety
The IULM team addresses the emotional dimension mainly (sources of income, available savings, etc.), quality of residential
through the VAD spectrum (valence, arousal and dominance), space, and family relations and level of social capital. A number
which describes emotional components such as how much of related potential issues around public health interventions
we like/dislike situations, how much they affect us, and how have been identified. For example, widespread perceptions
much we feel in control; and the OCEAN7 spectrum, which of socioeconomic inequality within a society could induce
describes societal ‘personality’ as defined by openness to less advantaged populations not to comply with public
new ideas and possibilities, consideration of others, sense of health measures if they are perceived as an additional toll; or
responsibility and organization, sociability and enthusiasm, prescription of mandatory masks might provide a false sense
anxiety, stress, and shifts in mood. Digital content is monitored of security, inducing people to go out more often.
as a bridging ‘mass psychology’ dimension where cognitive
and emotional elements mix—a complex social phenomenon, There are a number of wider policy implications. Evidence-
in which interaction of individual perceptions, feelings and based approaches on the effectiveness of the behavioural
thoughts causes the emergence of collective cognitions and dimension of public health measures are needed, along
emotions that in turn feed back onto the individual level. with protocols similar to those for standard public health
Finally, the cognitive dimension is tracked by defining and interventions. Designing public health interventions and
measuring infodemic risk associated to fake news with the related communications requires a data-driven approach
highest potential of dysfunctional cognitive restructuring. that clearly characterizes audiences’ emotional and cognitive
contexts, and which takes into account the relevant major
On the basis of these metrics the team has devised an index of socioeconomic parameters and cultural factors. Computational
infodemic risk that measures exposure to unreliable sources social sciences offer us new tools that are complementary to
of information, with more unreliable sources conferring laboratory experiments to develop new protocols and test
their effectiveness.
7
OCEAN stands for openness to experience, conscientiousness, extroversion,
agreeableness and neuroticism, or the ‘Big 5.’
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Tackling misinformation viewers in three weeks. There is also huge concern about
impersonation of health authorities—for example, fake Twitter
Alexandre Alaphilippe provided an overview of the EU accounts purporting to be official sources advocating the use
Disinformation Lab’s work to understand and address COVID- of chloroquine, or people impersonating doctors to create an
related misinformation in EU member states. The Lab analyses audience and talk to huge audiences.
the spread of information using work of fact checkers like AFP
to understand how false narratives repeat themselves and why Because the disease is fast while science is relatively slow, there
(for example, because some networks are monetizing fake is an information asymmetry that needs addressing. It is hard
news). Comparisons are made with global trends observed to satisfy understandable demands for information in a crisis
by partners and the main actors in the disinformation field, with the answer that “we don’t know right now:” strategies
and other platforms’ responses to the crisis are monitored. are needed for this, and to get people to understand the
A COVID-19 resource hub has been created at https://www. dangers of wrong information so that they are cautious about
disinfo.eu/coronavirus. what they see and share online. Social media platforms are
responding in their own ways with a range of actions, including
The lab has created an overview of how disinformation has surfacing and prioritizing good content, close cooperation
evolved throughout the crisis, along with examples of the with fact-checkers and authorities to remove disinformation,
different manifestations of misinformation, and the main and provision of free advertising to authorities. They are
tactics for spreading disinformation. The types of mis- and also using automated content moderation, though this can
disinformation campaigns that have been seen “are new to sometimes lead to moderation mistakes and/or false positives.
Western Europe, and Europe hasn’t been prepared for it.”
There are many information channels active in spreading After this crisis, the big question will be how we can limit the
bad information, and while foreign influences are driving spread of this infodemic and those that come in the future.
some of this deliberate misinformation, it is not know who is Science moves as fast as it can, but it has limits to how fast it
behind them all. The ‘globalization of the fake’ nonetheless can be accelerated—testing vaccines cannot be rushed, for
continues apace, with fake news continuously being adapted example. Complementary methods will be needed to slow
to local languages and contexts. Novel digital economies the spread of disinformation, which requires information and
allow opportunities to gather large numbers of viewers oversight on how it is distributed and shared, the main clusters,
very quickly —for example, one French channel spreading how many are reached, and how much fake information is
conspiracy theories around COVID-19 has gathered a million online.
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In the next parts of the consultation, speakers discussed different possibilities for quantifying
the infodemic.
The infodemic spreads easily, and can be conceived as an emerging infectious disease,
because there are currently no specific treatments or vaccines—and, as such, it can be
conceived from the perspective of the R0 (basic reproduction rate), which is determined
mostly by (1) the probability of transmission per contact; (2) the average number of contacts
per time unit; and (3) the duration of infectiousness. In parallel, then, the R0 of the infodemic
could be affected by (1) audiences’ vulnerabilities, related to their levels of health literacy
and/or socioeconomic and other vulnerability; (2) disseminators’ traffic volumes (e.g.
through websites and social media); (3) the plausibility of the misinformation; and (4) the
speed and effectiveness of health authorities’ responses with scientific evidence. Viruses
travel along networks—transport networks, social networks—and require epidemiology
to follow them; information does the same, and requires infodemiology: but it is crucial to
understand that these two processes are entangled, and cannot be studied in isolation from
one another. Infodemics are intertwined with other phenomena, and a systemic perspective
is needed deal with them.
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multiple users are needed to achieve the same effects, and exacerbated by the fact that COVID-19 is a moving target,
corrections should include links to expert organizations. Social with the needs for intervention moving and proliferating
media can therefore be an effective conduit for correction of quickly around the world. Messaging must change as needs
bad information if expert health organizations do the work and the science shift, and knowing local contexts is crucial.
directly; provide the public with clear, easily digestible, easily Not all guidelines (for example, on social distancing) work in
shareable information; and partner effectively with the social all places; the degree of different governments’ commitments
media. to factual information varies greatly; many people speak local
rather than national languages; literacy is low in many areas;
Member organizations of the H2H network—a collection of and adaptation is necessary. To counter these problems, local
agencies supporting humanitarians working during crises— media need more resources: fake news is hard to avoid, and
have been supporting the fight against COVID-19 in South journalists need help. Toolkits with validated information need
East Asia with a number of infodemic-related interventions. to be readily available, with content in multiple languages. To
These include providing key actors with a library of up-to-date meet these needs, integration and collaboration are crucial:
scientific evidence; providing multilingual media content to risk communication efforts must support each other, with new
address misinformation; and data-driven translation support to and more effective ways of sharing. In the short term, all of this
combat misinformation. An overview of all this work provides work must adapt to new realities, developing guidelines on
a number of key lessons. There is already an ‘Infodemic on top remote risk communications, reducing face-to-face contact
of the infodemic:’ the explosion of information and effort in while trying to ensure safeguarding, and providing remote
the humanitarian sector has added to an already formidable support in information management.
tsunami of information, and while new efforts to counter
the situation are laudable they multiply quickly, making Another helpful resource is the COVID-19 misinformation
duplication and ‘noise’ severely problematic. This issue is dashboard set up by the Canadian Institutes of Health
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w ww.covid19misinfo.org
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rebuttal have been shown to be effective, even in vulnerable late January 2020, shows that 42% of the messages were
groups, with no need for further complex strategies and no generated by non-humans—i.e. bots or software-controlled
evidence of backfire. This evidence suggests that techniques activities. Fact-checking showed that of over 35 million linked
developed in responding to science and vaccine deniers may sources outside Twitter that these messages contained, 29%
be key to dealing with COVID-19 misinformation. were unreliable or biased. Such data and the accompanying
metadata allows geolocation, bot detection, psycholinguistic
Using social and behavioural science to support COVID-19 analysis to quantify emotional content, fact-checking, analysis
pandemic response is a recent paper, co-authored by 41 experts, of the information cascades generated by sharing content,
that examines the last century of insight into COVID-relevant and overall risk analysis—all of which can be used to create
topics9 to reveal a number of core lessons. People tend not an infodemic risk index that allows for spatiotemporal analysis,
to appreciate the risks they run, and often unconsciously act showing at which rate users are exposed to unreliable facts,
as continuing dangers to themselves and others. Broadly and therefore maps of infodemic risk distribution. This can be
speaking, it goes against human nature for us to keep ourselves explored at https://covid19obs.fbk.eu/
in rigid isolation as a means of protecting others when our
images of pro-sociality often involve the opposite: reaching Another example of how artificial intelligence (AI) and machine
out to people. But the COVID-19 pandemic is fundamentally learning can be applied to the struggle to get the right
framed around a collective response, and only if everybody information to the right people in the right format at the right
plays their role—washing hands, cancelling events, distancing, time come from India. WASHKaro, initially a water, sanitation
not travelling, sharing resources—does it work. To avoid and hygiene (WASH) intervention, was designed to address this
disincentivizing people as it gets harder, alternative ways are problem by matching WHO guidelines to users’ interests, and
required to maintain social connection while enabling that was repositioned to include COVID-19 information when the
effort. This paper has a number of pragmatic recommendations pandemic struck. The app uses provides users with bite-sized
to this end, including the need for authorities to build a shared pieces of information authenticated using machine learning
sense of identity by addressing the public in collective terms and natural language processing to match sources of verified
and urging people to act for the common good; the need to and authentic information, such as WHO reports, against
identify sources (such as community leaders) who are credible daily news. It delivers narrated content in Hindi and English
to different audiences and share public health messages using state-of-the-art text-to-speech engines. Finally, the
through them; using ‘ingroup models’ (such as community information is validated and improved by ongoing learning,
members) who are well connected and well-liked to role model as users feed back on its relevance to them. With the pivot
norms; and the need to prepare people for misinformation and to COVID-19, the development team decided to provide a
ensure they have accurate information and counterarguments. full information suite to users, including capacity for contact
To help slow infections, it may be helpful to make people tracing; a symptom tracker and access to WHO chatbots;
aware that they benefit from others’ access to preventative access to WHO Myth Busters; and the ability to communicate
measures; and instead of the phrase ‘social distancing,’ it with other phones running the app and tell users to maintain
would be preferable to use ‘physical distancing,’ signalling that physical distancing.
connection is possible even when people are physically apart.
Analysis of COVID-19 information on social media in the
A number of key issues need to be taken into account when Americas suggests that the top influencers all heads of state,
analysing web and social media for COVID-19 communication. not technical organizations. Another insight was to do with the
Identifying those who originate and share misinformation hashtags used by ministries of health: roughly half of ministries
is in fact of limited value: it is often done retrospectively, of health in the Americas are using Twitter, and the hashtags
and is only truly useful when seeking to share information most identifiable as coming from them are not the same as
with specific communities of interest, or when identifying those hashtags most used elsewhere. This raises questions
networks. It is also often difficult and resource intensive. It is about whether ministries should pivot to use the hashtags
arguably more important to educate citizens so that they can most commonly used by others, and/or also come up with a
identify misinformation—but as misinformation becomes series of hashtags identifiable with the ministries. It would be
more nuanced, this becomes more difficult, and it is a risk beneficial to coordinate the regional and international use of
to be seen to be stifling debate. In this situation, focusing hashtags and ensure constant reference to portals containing
on sharing correct information via trusted sources becomes real evidence. When communicating, ministries need to
more important. It is crucial to identify the citizens who are understand that not all information is suitable for every
asking questions. Doing so also identifies a valuable set of comment, and to know what information to use, from what
data, because the questions they most want answered are a source, and for what purpose. Active two-way participation
significant information demand opportunity, and meeting that with audiences is essential for this purpose—and not only
demand helps win the long-term battle. If trusted sources do for social media more broadly, but also for interaction and
not fill information voids, misinformation often will. communication in specific conversations. WHO is currently
developing a factsheet to help countries through these
Machine-assisted, crowd-based solutions are required for the processes.
task, because the scale of an infodemic is such that humans
alone can no longer do it. For example, analysis by a team
at IULM University of infodemic data on over 230 million
messages in public discussions on Twitter, collected since
9
The paper can be read at psyarxiv.com/y38m9
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03 POLICY IMPLICATIONS
A panel discussion between Neville Calleja, Ministry for Health, Malta; Viroj
Tangcharoensathien, Ministry of Public Health, Thailand; and Sylvie Briand,
WHO
The consultation revealed five implications for policymakers to consider.
Firstly, interventions and messages must be based on science and evidence. Within
this topic there are two main overarching challenges: the need to manage the creation
and dissemination of trusted information so that it is not excessive, overwhelming or
confusing; and the need to counter misinformation.
Scientific findings must be collated, reviewed, appraised and assessed for relevance
to help form recommendations and policies that have an impact on the health of
individuals and populations. Scientific and public health institutions are central
in this process. COVID-19 has resulted in an explosion of evidence generation
and synthesis activities (an ‘infodemic on top of the infodemic’), which should be
internationally coordinated to avoid duplication. In parallel, work is required to slow
down and streamline the flow of information of all kinds, guided by a constantly
updated set of guidelines to counter misinformation, a unified strategy for producing
and disseminating trusted information, and a measured approach to correcting
misinformation. Medical journal editors could also help manage the infodemic
problem by—for example—producing plain language summaries for each COVID-19
related article for journalists and the public.
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01 IDENTIFYING EVIDENCE
Infodemic management is not just an operational practice, but also one that should be
based on science and evidence. Within this challenge there are two main overarching
challenges: the need to manage the creation and dissemination of trusted information
so that it is not excessive, overwhelming or confusing; and the need to counter
misinformation.
Scientific findings must be collated, reviewed, appraised and assessed for relevance
to help form recommendations and policies that have an impact on the health of
individuals and populations.
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The partnerships described above are key to gathering, When working on a pandemic such as this, many rules go
organizing and analysing data that can help measure and out the window. Time is at a premium; locked-down, captive
describe the infodemic, and track trends and the impact of populations are engaging more digitally, and more often, with
messages and interventions. There is a wealth of information the world; certain rules and standards are tightened compared
on digital platforms that can improve understanding of the to normal, while others are relaxed. A range of new challenges
sentiments of the population and guide the effectiveness of emerges, and the resultant infodemic makes choosing what
public health measures. The infodemic needs to be understood guidance to follow difficult. Meanwhile, paradoxically,
to be managed, and this challenge presents great potential for governments that need advice are getting less than they might
cross-sectoral and international scientific collaboration. expect—or want—from many of the organizations that usually
provide it, because those organizations are under such great
pressure and the situation is evolving at high speed. Quality
05 COORDINATION & GOVERNANCE assurance takes time, and even when it is done, it is not always
possible to identify the ‘right’ information with certainty. Many
COVID-19 has resulted in an explosion of evidence generation situations are not black and white. Without sufficient evidence,
and synthesis activities, which should be internationally science does not always show one clear path forward.
coordinated to avoid duplication. In parallel, work is required
to slow down and streamline the flow of information of all Taking these and other uncertainties and difficulties into
kinds, guided by a constantly updated set of guidelines on fake account, a framework is required to minimise the effect
news and a unified strategy for producing and disseminating of obstacles and maximise the collective strengths of
trusted information, and a measured approach to correcting stakeholders the world over in order to quantify and minimise
misinformation. the negative effects of the infodemic. With thanks to all who
contributed to this consultation, Annex 1 of this document
Managing epidemics—and infodemics—in an emergency presents a first draft of just such a framework.
requires a whole-of-society approach. For the most effective
responses, private and public actors have to pull together,
prioritizing multidisciplinary cooperation. The range and
effectiveness of possible response measures increases in
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Annexes
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ANNEX 1:
Framework for managing
infodemics in health emergencies
Interim draft for use during the COVID-19 response
This infodemic framework is proposed in the context of the COVID-19 response, and will be
reviewed, and adjusted if necessary, after the pandemic. It is hoped that each WHO Member State
and relevant actor of society will, within their mandate, apply localized infodemic management
approaches adapted to national and other contexts and ongoing practices.
ACTION AREA 1
STRENGTHENING THE SCANNING, REVIEW AND VERIFICATION OF
EVIDENCE AND INFORMATION
Evidence generation & synthesis
01 Develop and support international efforts to coordinate production and dissemination of
evidence syntheses, and reduce duplication of effort
02 Develop tools for rapid appraisal of evidence and synthesis of knowledge, and to disseminate
the information they produce
03 Develop critical appraisal tools and criteria for reporting and assessing ‘grey’/non-academic
evidence and community grassroots responses to overcoming COVID-19.
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05 Consider establishing mechanisms within WHO to build sustainable capacity for rapid evidence
synthesis and knowledge translation, through mechanisms such as the WHO EPI-WIN network
and platforms such as the WHO Academy and Open WHO
06 Promote and support systematic reviews of evidence about public health and infodemic
management interventions in health emergencies, to identify gaps and opportunities in research.
Develop this draft framework further with a set of recommended infodemic management
interventions
07 Strengthen and support community platforms that make available rapid knowledge synthesis
and evidence maps; references for localization of guidelines in Member States; analysis of
uptake of WHO guidelines; and guidelines for communicating and disseminating evidence from
systematic reviews.
09 Support and reinforce the Open Science values and practices of open data, open peer review,
open source and open access, as well as standards for reporting evidence that enable rapid
synthesis and evaluation of the evidence in systematic reviews
10 Clearly communicate the stages of the scientific peer review process, and the advantages and
limitations of using pre-published articles that are rapidly shared
11 Develop tools for ranking the provenance, timeliness and credibility of scientific sources to aid
citizens, media, health authorities and other scientists, so that the overview of these sources
provides a kind of ‘evidence barometer.’
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ACTION AREA 2
STRENGTHENING THE INTERPRETATION AND EXPLANATION OF
WHAT IS KNOWN, FACT-CHECKING STATEMENTS, AND ADDRESSING
MISINFORMATION
Risk communication and infodemic management
12 Consider establishing or strengthening national mechanisms in Member States for risk
communication that involve multidisciplinary teams of experts from national institutes of public
health, journalists, the fact-checking and misinformation-fighting community, monitoring and
analytical experts and other relevant actors in a coordinated effort to disseminate verified
information and respond to misinformation
13 Tailor messages to targeted audiences based on available evidence, and debunk the most
harmful myths (e.g. through the WHO EPI-WIN network); and develop approaches, standards and
tools that address the changing of messages and guidance as knowledge about the pathogen
and the disease increases
14 Coordinate efforts to produce reliable, multilingual content in response to claims and questions
about preventive measures and treatments, and base the work on research about what questions
are circulating in communities
15 Foster dialogue and communication between public health organizations and local journalists
to strengthen visibility and trust across professional sectors and raise the capacity of local media
to use verified information
16 Consider strengthening journalists’ training on health and scientific topics; using Q&As with
respected media trainers and health experts for training of journalists; and incorporating
retractions of unconfirmed or unfounded statements into standard reporting practice
17 Define and promote a research agenda on risk communication in the digital age to develop
scalable interventions that can address the receptivity of individuals and the sharing of
misinformation online.
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• Gengagement
uidelines and tools on use of digital tools and analytics for risk communication and community
in health emergencies
• Checklists and guidance on how to promote trusted content and respond to misinformation
• Papproaching
rotocols to decide which stories need to be debunked because they are gaining traction and
a strategic tipping point
20 Develop tools and standards for assessing the integrity/accountability of fact-checking initiatives,
including a common glossary and terminology for describing the infodemic and its elements that
will help facilitate communication, exchange of information and management of the infodemic
across all levels of society
21 Build capacity for promoting trusted content and fact-checking, monitoring, verifying, reporting
and responding to misinformation, by developing a dedicated network of WHO Collaborating
Centres and providing courses on training platforms such as Open WHO
• Aanglobal resource centre and dashboards for fact-checking and misinformation that provide
integrated overview of information and related activities
• Iasnfodemic dashboards for emergencies, but also for more slow-burning systematic issues such
vaccine mistrust and misinformation, incorporating behavioural and other multidisciplinary
analyses of past experiences
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25 Ensure that social media platforms act to support and innovate in disseminating trusted health
information, and respond to the propagation of misinformation on their platforms. Actions to
this effect could include:
• Idisinformation/misinformation
mproving the alignment of platforms’ terms of use to local information laws in order to address
26 Work with domain registration companies to review any new domain registrations related to
COVID-19
27 Ensure that organizations with established and functioning websites do not register new domains
for the pandemic, because this makes it difficult to gain traction in search algorithms. Instead,
organizations should dedicate pages or sections on their already existing websites to COVID-19
28 Innovate to provide web readers with a ‘likelihood of fakeness’ assessment of information based
on machine learning and integrated repositories of misinformation and trusted content.
ACTION AREA 3
STRENGTHENING THE AMPLIFICATION OF MESSAGES AND ACTIONS FROM
TRUSTED ACTORS TO INDIVIDUALS AND COMMUNITIES THAT NEED THE
INFORMATION
Coordination of information dissemination
29 Coordinate the dissemination of information to reduce the proliferation of sources
30 Build intersecting platforms to share concrete communications practices and resources by sector
(e.g. for governments, journalists, health care professionals, the technology sector, community
leaders, law enforcement, students, and others), fostering self-learning and the exchange of
information.
• Icivil
nvolve, and share leadership with, knowledge producers, journalists, librarians, policymakers,
society and local leaders
• Wcentres,
here these networks do not exist, engage, and share leadership with, local health care
community health workers and/or civil society, with the aim of cascading information
down to individual level
32 Devise and implement approaches that incentivize society to engage with WHO-recommended
content. Methods for doing this might include memes, games, cartoons, quizzes, surveys, polls,
competitions, participation in podcasts, scientific entertainment programmes and other events.
These should be executed using a coordinated approach across social media, mobile, web, email,
radio, TV, and other channels down to word of mouth, and should include the use of influencers
or other trusted mediums.
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34 Produce tools and guidance on how to engage social media platforms, and use hashtags and
other practices to disseminate health information as effectively as possible
36 Ensure that social media platforms develop policies that institutionalize their support for efforts
to share information from WHO, UN agencies, national authorities and other trusted sources
37 In low-resource settings with low internet penetration, consider using text messaging and
Interactive Voice Response (IVR) to disseminate messages and collect feedback from the
population.
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ACTION AREA 4
STRENGTHENING THE ANALYSIS OF INFODEMICS, INCLUDING ANALYSIS OF
INFORMATION FLOWS, MONITORING THE ACCEPTANCE OF PUBLIC HEALTH
INTERVENTIONS, AND ANALYSIS OF FACTORS AFFECTING INFODEMICS
AND BEHAVIOURS AT INDIVIDUAL AND POPULATION LEVELS
Develop monitoring of the infodemic
40 Monitor, analyse and evaluate the implementation of infodemic management interventions
41 Promote and develop new data sources, methods and approaches for analysis of infodemic
management interventions
42 Develop a running research agenda for monitoring, analysis and evaluation of infodemic
components and interactions, and infodemic management interventions
43 Develop and introduce monitoring of key indicators for questions, opinions and attitudes to
inform infodemic interventions, including information from vulnerable and at-risk groups;
and develop new indicators for monitoring infodemic management from the points of view of
policymakers, the general public, health care workers, individuals, and particular communities
44 Develop a multidisciplinary research agenda and develop methods, data sources and mixed-
methods analysis protocols for measuring different aspects of the infodemic, including in the
areas of:
• Ibeing
nformation flows in digital and traditional media, including analysis of narratives, questions
asked, sentiment, web search activity and information dissemination networks
• Amisinformation,
nalysis of information flows focusing on the reliability of information versus types of
and exchanges of trusted information and misinformation
• Tsources,
rust and credibility measurement, including people’s attitudes towards information, its
and what system it comes from; how these lead to trust or mistrust; and prediction
of the likelihood of action
• Amisinformation
udiences’ interactions with information, including their vulnerability to misinformation,
exposure, and self efficacy (a person’s belief in having ability to change own
behavior, beliefs, motivation, to counter misinformation, and take up knowledge that leads
to healthy behaviour and recognize misinformation/low quality info) as related to their health
literacy, beliefs, knowledge, and behaviour
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ACTION AREA 5
STRENGTHENING SYSTEMS FOR INFODEMIC MANAGEMENT IN HEALTH
EMERGENCIES
46 Consider establishing national coordination mechanisms or task forces in Member States to
coordinate all aspects of infodemic management in support of risk communications, response to
misinformation, community engagement and measuring the impact of infodemic interventions.
47 Following the experience of the response to the COVID-19 infodemic, and the lessons of other
disease outbreaks, refine this draft infodemic management framework to support preparedness
and response in the future and inform risk mitigation, enhancing it through data science, socio-
behavioural and other research. This could include, but need not be limited to:
• Bcommunity
uilding capacity, shared open tools, and collaborations across sectors in global, national, and
responses
• Phuman
roduction of a value statement declaring access to correct health information as a basic
right and promoting dissemination of accurate health information (including up-to-
date information that has been localized for specific communities), and fact-checking and
monitoring of misinformation
• Dinterventions
eveloping guidelines on ethical considerations for analysis and design of infodemic
48 Build a network of WHO Collaborating Centres for all aspects of infodemic management,
and pursue collaborations with other UN agencies that are doing infodemic monitoring and
management work in the field, to conceive and deliver capacity building programmes online
and in Member States
49 Promote open source tools and standards that ensure reusable analysis and interoperable
exchange of infodemic data, AI training datasets and models
50 Use innovative methods, such as hackathons, innovation challenges and online brainstorms,
to collect further ideas and innovations and crowdsource problem-solving in infodemic
management.
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ANNEX 2:
Programme
Day 1
Tuesday, 7 April 2020, 14:00–17:00 Geneva time. Plenary (3 hours)
Time Session
14:00 – 14:10 Introduction
Welcome by Dr Sylvie Briand, Director, Infectious Hazard Preparedness, WHO;
Lead of infodemic management pillar for COVID-19 response
15:40 – 16:50 Session 2: Infodemiology – how can the infodemic be managed, described and measured?
Moderator: Marcelo D’Agostino, Rapporteur: Mark Nunn
METHODS, TOOLS AND EVIDENCE FROM THE PAST EXPERIENCE AND FROM COVID-19 PANDEMIC
• fact-checking and relevance analysis, misinformation dynamics
• characterizing social and societal dynamics of infodemic during outbreak
• science of digital and social information flows and analysis in outbreaks
• softudy of interaction and engagement with COVID-19-related media, web and social media items; analysis
advertising online
RISK COMMUNICATION, MISINFORMATION AND FACT-CHECKING
1. Lessons from 2015 MERS-Cov and COVID-19 for infodemic management – Kisoo Park, Korea University
College of Medicine, South Korea
2. Misinformation making a disease outbreak worse: outcomes compared for influenza, monkeypox, and
norovirus – Julii Brainard, Norwich Medical School UEA, UK
3. Correction of Global Health Misinformation on Social Media (Zika experience) – Leticia Bode, Georgetown
University, USA
4. Supporting the fight against COVID-19 infodemic in SE Asia – Rebecca Petras, H2H Network, USA/France
5. Canadian misinformation and fact-checking portal – Philip Mai and Anatoliy Gruzd, Ryerson University,
Canada
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Day 1, continued
Tuesday, 7 April 2020, 14:00–17:00 Geneva time. Plenary (3 hours)
Time Session
16:50 – 17:50 Invitation for collective contribution of ideas towards a framework for infodemic management at
global, national and local levels
• FAmplify
ocus brainstorm ideas on the four areas of infodemic management (Identify evidence; Simplify knowledge;
action; Quantify impact).
• Use Sli.do #infodemic to submit ideas into each of four ‘rooms’
• Suggestions will be summarized and recapped for session 4 next day
FOUR AREAS OF BRAINSTORM (SEE SLI.DO ROOMS):
• Identify evidence: Scan, review and verify evidence and information
• Simplify knowledge: Interpret and explain what is known
• Amplify action: Reach out and listen to the concerns of sectors and provide advice for action
• Qinterventions
uantify impact: Describe the infodemic, measure change and impact of infodemic management
Day 2
Tuesday, Wednesday, 8 April 2020, 14:00 – 17:00 Geneva time. Plenary (3 hours)
Time Session
14:00 – 14:10 Recap from Day 1
Tina Purnat
14:10 – 15:20 Session 3: How can the infodemic be managed, described and measured? (continued from
previous day)
Moderator: Tina Purnat, Rapporteur: Mark Nunn
SOCIAL AND BEHAVIORAL SCIENCE
ow behavioral science data helps mitigate the COVID-19 crisis – Philipp Schmid, University of
1. H
Erfurt, Germany
2. Using social and behavioural science to support COVID-19 pandemic response – Jay J. Van Bavel,
New York University, USA
WEB/SOCIAL ANALYTICS AND AI TO PRODUCE ACTIONABLE INSIGHTS AND ANALYSIS
3. Web/Social media listening and analytics for COVID-19 communication – Tim Zecchin, Media
Measurement, UK
4. Infodemiology: tools for detecting and assessing infodemics – Manlio De Domenico, Complex
Multilayer Networks Lab, FBK – Fondazione Bruno Kessler, Italy
5. Title TBC – Marcelo D’Agostino, PAHO, and Ian Brooks, University of Illinois, USA
6. Assessing the similarity between daily news headlines and WHO recommendations – Tavpritesh
Sethi, Indraprastha Institute of Information Technology Delhi, India
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ANNEX 2:
List of speakers & organizing team
Alexandre Alaphilippe Eve Dubé Pier Luigi Sacco
Executive Director, EU DisinfoLab Researcher, Scientific Group on Professor of Cultural Economics, IULM
aa@disinfo.eu Immunization, Québec National University, Senior Advisor/Head of
Institute of Public Health OECD Venice Office on Culture and Local
Leticia Bode eve.dube@inspq.qc.ca Development
Associate Professor, Communication, pierluigi_sacco@fas.harvard.edu
Culture & Technology Programme, Gunther Eysenbach pierluigi.sacco@iulm.it
Department of Government Founder, CEO, Publisher
Georgetown University JMIR Publications Philipp Schmid
lb871@georgetown.edu geysenba@gmail.com Behavioural Scientist,
Media and Communication Science
Julii Brainard Anatoliy Gruzd – Psychology and Infectious Diseases
Senior Research Associate, Director of Research, Lab, Center of Empirical Research in
Modelling Public Health Threats, Social Media Lab, Ted Rogers School Economics and Behavioral Sciences
Health Protection Unit, Norwich of Management, Ryerson University University of Erfurt
Medical School gruzd@ryerson.ca philipp.schmid@uni-erfurt.de
University of East Anglia
j.brainard@uea.ac.uk Philipp Mai Tavpritesh Sethi
Director of Business and Assistant Professor,
Ian Brooks Communications, Computational Biology,
Director, Center for Public Health Social Media Lab, Ted Rogers School Indraprastha Institute of Information
Analytics, School of Information of Management, Ryerson University Technology
Sciences philip.mai@ryerson.ca tavpriteshsethi@iiitd.ac.in
University of Illinois
ianb@illinois.edu Athas Nikolakakos Viroj Tangcharoensathien
Head of health integrity, Secretary General,
Neville Calleja Facebook International Health Policy Programme,
Director, Directorate for Health athasn@fb.com Ministry of Public Health, Thailand
Information & Research, viroj@ihpp.thaigov.net
Ministry for Health, Malta Kisoo Park
neville.calleja@gov.mt Institute for Occupational & Jay Van Bavel
Environmental Health, Associate Professor,
Manlio De Domenico Korea University College of Medicine Social Psychology, Cognition &
Head of Unit, Complex Multilayer blesspark@naver.com Perception, Neural Science
Networks (CoMuNe) Research, Center Director, Social Perception and Evaluation
for Information & Communication Rebecca Petras Lab
Technology Programme and humanitarian New York University
Bruno Kessler Foundation adviser, H2H Network jay.vanbavel@nyu.edu
manlio.dedomenico@gmail.com rebecca@h2hworks.org
mdedomenico@fbk.eu Tim Zecchin
Praveen Raja Managing Director,
Yana Dlugy Head of health and partnerships, Media Measurement
Project Leader, AFP Digital Facebook tim.zecchin@mediameasurement.com
Verification and FactCheck, Digital praveenraja@fb.com
Media Outreach – Head of AFP blogs,
Agence France Presse
yana.dlugy@afp.com
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43
World Health Organization
20 Avenue Appia
CH 1211, Geneva 27
Switzerland
epi-win@who.int
www.who.int/epi-win