With the emergence of a new strain of the virus that causes Covid-19 re-opening debates about the economic impact of the pandemic, the success of efforts to achieve global distribution of vaccines and the value of travel bans, we invited our panels to express their views on these issues.

In early December, we asked the experts whether they agreed or disagreed with the following statements, and, if so, how strongly and with what degree of confidence:

a) Even without renewed Covid-19 restrictions, uncertainty about the health threat from the Omicron variant is likely to deliver a significant hit to economic activity from now through the first half of 2022.

b) If world vaccine supply continues to be limited, global social welfare would rise by more if those vaccines were made widely available across Africa (with support for effective delivery) rather than accelerating booster vaccinations in rich countries.

c) Imposing travel bans on countries where new Covid-19 variants are discovered will make it less likely that countries will reveal new variants to the rest of the world.

Of our 43 US experts, 42 participated in this survey; of our 48 European experts, 34 participated – for a total of 76 expert reactions.

Potential economic effects of the new variant

On the first statement about the likelihood of Omicron causing significant further damage to economic activity, just under half of respondents express uncertainty while a slightly smaller share agree.

Weighted by each expert’s confidence in their response, 6% of the US panel strongly agree, 37% agree, 54% are uncertain, and 3% disagree. Among the European panel (again weighted by each expert’s confidence in their response), 52% agree, 43% are uncertain and 5% disagree. Overall, across both panels, 3% strongly agree, 44% agree, 49% are uncertain, and 4% disagree.

Among the short comments that the experts are able to include in their responses, Christopher Udry at Northwestern, who strongly agrees with the statement, says: ‘I’m not sure of the timing, but as long as there is uncertainty about or confirmation of a health threat, activity will be slow.’ Nicholas Bloom at Stanford, who agrees, remarks: ‘It will be a hit, but not sure what “significant” means – I might think 0.1% to 0.5% of GDP, which is something but not huge.’

Others who agree outline possible mechanisms. Larry Samuelson at Yale notes: ‘Covid consumes resources and affects behavior, even apart from explicit restrictions, with detrimental economic effects.’ And Jan Pieter Krahnen at Goethe University Frankfurt comments: ‘Omicron tells us that the pandemic is here to stay for much longer. This should have significant present value effects.’

Austan Goolsbee at Chicago explains: ‘Just depends on how sick it makes people. But fear is the main driver of economic damage, not lockdown’, adding a link to his Journal of Public Economics study with Chad Syverson of the potential drivers. Jose Scheinkman at Columbia also alerts us to research indicating that economic contraction is caused by the virus and occurs regardless of social distancing laws: ‘See Sheridan et al. PNAS 2020 on economic effect of Covid-19 in Sweden in the absence of restrictions.’ Similarly, Robert Shimer at Chicago, one of a handful of respondents who disagrees, comments: ‘Uncertainty about Omicron will be resolved within weeks. If the outcome is bad, then the variant (not uncertainty) will hit the economy.’

Among the plurality of experts who say they are uncertain, several comment on our lack of knowledge about the new variant. Paul De Grauwe at the London School of Economics: ‘There is still so much uncertainty about the nature of Omicron that very little can be said about its implications for the economy.’ Lubos Pastor at Chicago adds: ‘Will depend on how deadly Omicron will turn out to be. If benign then we should be OK. We will find out in the near future.’ And Darrell Duffie at Stanford observes: ‘Perhaps yes, but there is also a decent chance that Omicron will be have high a R and low health impacts. That would be a good outcome.’

Others who vote uncertain point to additional factors. Christian Leuz at Chicago replies: ‘Not sure it will be significant and how to separate it from slow-down in activity in Europe due to rising infections even prior to new variant.’ And Aaron Edlin at Berkeley states: ‘People may be willing to take risks now. Future very unclear.’

Vaccines for Africa

On the second statement about whether getting vaccines into arms in Africa is more globally desirable than accelerating booster shots in rich countries, nearly three-quarters of the panelists agree.

Weighted by each expert’s confidence in their response, 25% of the US panel strongly agree, 49% agree, 22% are uncertain, and 4% disagree. Among the European panel (again weighted by each expert’s confidence in their response), 7% strongly agree, 67% agree, 23% are uncertain, and 3% disagree. Overall, across both panels, 16% strongly agree, 57% agree, 23% are uncertain, and 4% disagree.

Among the panelists who agree or strongly agree, William Nordhaus at Yale declares: ‘As close to clear as any question in Booth history [of IGM panels].’ Darrell Duffie adds: ‘Beyond its fairness, this strategy lowers risks of adverse mutations. Legacy Covid can be contained. Breeding new Covid variants is risky.’

Judith Chevalier at Yale agrees with the statement but adds: ‘Though the best answer seems to be substantial investment in BOTH.’ Antoinette Schoar at MIT also agrees but suggests: ‘The answer depends on the marginal effectiveness of a booster versus vaccinating more people, which is a topic of immunology not economics.’

David Autor at MIT says: ‘Social welfare of developing countries deserves great weight’; Christopher Udry adds: ‘Possibly even US social welfare; certainly global welfare’; while Kenneth Judd at Stanford, who says he is uncertain, argues: ‘There is a problem today but it is only because of the shameful lack of US leadership in 2020’, linking to his website comment on world supply of vaccines.

Several panelists express caution about the idea of global social welfare. Daron Acemoglu at MIT remarks: ‘Global social welfare is not well defined. Recovery in the West important for the world economy. But overall agree on humanitarian grounds.’ Aaron Edlin comments: ‘It depends what social welfare means. But lives may be saved by deploying vaccines where transmission and prevalence is highest.’ Jose Scheinkman notes: ‘Not sure about “global welfare” but externalities of vaccination including emergence of VOCs [variants of concern] justify reallocation of resources to Africa.’ And Robert Shimer concludes: ‘Global social welfare is hard to define, but this would save lives.’

A number of panelists who agree comment on the challenge of vaccine delivery and take-up. Carol Propper at Imperial College London states: ‘The issue is effective delivery support.’ Patrick Honohan at Trinity College Dublin concurs: ‘Yes, but “last mile” issues increasingly seem to be the binding constraint.’ And Nicola Fuchs-Schundeln at Goethe University Frankfurt says: ‘I agree, but it is not only Africa, and the effective delivery is a very important caveat.’

Similar concerns are voiced by panelists who say they are uncertain or disagree. Charles Wyplosz at the Graduate Institute, Geneva notes: ‘There are widespread reports that people are opposed to vaccination. There is no shortage of vaccines in South Africa, for instance.’ Pinelopi Goldberg at Yale adds: ‘So far Africa has not been much affected by Covid. The problem is more on the demand than on the supply side.’ And Steven Kaplan at Chicago responds: ‘My sense is that a number of African countries cannot distribute the vaccines they have.’

Others who are uncertain note the difficulty of making a trade-off between vaccines for Africa and boosters in rich countries. Richard Thaler at Chicago says: ‘Hard to administer the Pfizer and Moderna to much of Africa so the opportunity cost of those shots may be low.’ Larry Samuelson comments: ‘We need both to bring the pandemic under control; assessing the relative merits of either alone requires expertise I do not have.’ Nicholas Bloom adds: ‘Depends on who is getting the vaccine – older developed country citizens tend to have co-morbidities so may benefit from boosters.’

Travel bans

On the third statement about whether travel bans imposed on countries that detect new variants will reduce their willingness to announce such discoveries, nearly two-thirds of total respondents are in agreement. But there is a difference across the panels, with three-quarters of the US experts agreeing but only just under half of their European counterparts.

Weighted by each expert’s confidence in their response, 21% of the US panel strongly agree, 55% agree, 18% are uncertain, and 6% disagree. Among the European panel (again weighted by each expert’s confidence in their response), 21% strongly agree, 27% agree, 39% are uncertain, and 13% disagree. Overall, across both panels, 21% strongly agree, 43% agree, 27% are uncertain, and 9% disagree.

Among the comments of those who agree, Darrell Duffie notes: ‘The moral hazard seems clear. If one is punished for revealing, one is less likely to reveal.’ Nicholas Bloom adds: ‘The travel ban on South Africa is politics trumping policy – now no country will announce a new variant for fear of getting a travel ban.’ And William Nordhaus concludes: ‘Hard to know whether science or politics will win out on this one.’

There are some differences of opinion among the experts on the value of travel bans. On the one hand, Robert Shimer states: ‘Travel bans were and are misguidance, though it’s not clear how much this will affect variant revelation’; and David Autor comments: ‘Plus, this does almost no good. Vaccines effective, travel bans ineffective.’

In contrast, Joseph Altonji at Yale protests: ‘Bans do reduce incentives to reveal information, but that does not mean that travel bans are not warranted in some cases.’ Oliver Hart at Yale suggests: ‘There may be other ways to compensate countries for disclosing while still having travel bans.’ Larry Samuelson adds: ‘But I expect the effect to be quite small, given that a new variant cannot be concealed for long and revelation brings some advantages.

Several other panelists comment on this issue of whether countries are in practice able to conceal any discoveries of new variants. Austan Goolsbee remarks: ‘Not so easy to keep a secret with a massively contagious disease.’ Charles Wyplosz adds: ‘Could be. But few countries are equipped to detect variants early on and most of those who are equipped are unlikely to (be able to) hide.’ And Pinelopi Goldberg comments: ‘It is hard to hide Covid. And countries, especially in the developing world, need assistance from other countries, hence they share information.’

All comments made by the experts are in the full survey results for the US panel and the European panel.

Romesh Vaitilingam
@econromesh
December 2021

Question A:

Even without renewed Covid-19 restrictions, uncertainty about the health threat from the Omicron variant is likely to deliver a significant hit to economic activity from now through the first half of 2022.

Responses weighted by each expert's confidence

Question B:

If world vaccine supply continues to be limited, global social welfare would rise by more if those vaccines were made widely available across Africa (with support for effective delivery) rather than accelerating booster vaccinations in rich countries.

Responses weighted by each expert's confidence

Question C:

Imposing travel bans on countries where new Covid-19 variants are discovered will make it less likely that countries will reveal new variants to the rest of the world.

Responses weighted by each expert's confidence

Question A Participant Responses

Participant University Vote Confidence Bio/Vote History
Acemoglu
Daron Acemoglu
MIT
Agree
3
Bio/Vote History
Altonji
Joseph Altonji
Yale
Uncertain
4
Bio/Vote History
It depends on how long it will take to resolve uncertainty about severity and vaccine effectiveness.
Auerbach
Alan Auerbach
Berkeley
Uncertain
3
Bio/Vote History
Autor
David Autor
MIT
Agree
6
Bio/Vote History
Baicker
Katherine Baicker
University of Chicago
Agree
3
Bio/Vote History
Banerjee
Abhijit Banerjee
MIT
Agree
5
Bio/Vote History
Bertrand
Marianne Bertrand
Chicago
Agree
3
Bio/Vote History
Brunnermeier
Markus Brunnermeier
Princeton
Uncertain
3
Bio/Vote History
The impact for spring 2022 will depend on the health impact of the new variant. Hopefully, we will learn this soon.
Chetty
Raj Chetty
Harvard Did Not Answer Bio/Vote History
Chevalier
Judith Chevalier
Yale
Uncertain
4
Bio/Vote History
Cutler
David Cutler
Harvard
Agree
8
Bio/Vote History
Deaton
Angus Deaton
Princeton
Uncertain
8
Bio/Vote History
Duffie
Darrell Duffie
Stanford
Uncertain
1
Bio/Vote History
Perhaps yes, but there is also a decent chance that Omicron will be have high a R and low health impacts. That would be a good outcome.
Edlin
Aaron Edlin
Berkeley
Uncertain
8
Bio/Vote History
People may be willing to take risks now. Future very unclear.
Eichengreen
Barry Eichengreen
Berkeley
Uncertain
5
Bio/Vote History
Question is premature. How can one answer before knowing contagiousness, effectiveness of existing vaccines etc.?
Einav
Liran Einav
Stanford
Uncertain
1
Bio/Vote History
Fair
Ray Fair
Yale
Uncertain
5
Bio/Vote History
Finkelstein
Amy Finkelstein
MIT
Agree
3
Bio/Vote History
Goldberg
Pinelopi Goldberg
Yale
Uncertain
6
Bio/Vote History
Goolsbee
Austan Goolsbee
Chicago
Agree
10
Bio/Vote History
Just depends on how sick it makes ppl. But fear is the main driver of economic damage, not lockdown (see receipts below)
-see background information here
Greenstone
Michael Greenstone
University of Chicago
Uncertain
4
Bio/Vote History
Hall
Robert Hall
Stanford
Uncertain
1
Bio/Vote History
Not sure about "significant given the exclusion of the significant effect of restrictions.
Hart
Oliver Hart
Harvard
Uncertain
5
Bio/Vote History
Holmström
Bengt Holmström
MIT
Uncertain
7
Bio/Vote History
Hoxby
Caroline Hoxby
Stanford
Agree
1
Bio/Vote History
Hoynes
Hilary Hoynes
Berkeley
Uncertain
5
Bio/Vote History
Judd
Kenneth Judd
Stanford
Agree
6
Bio/Vote History
Kaplan
Steven Kaplan
Chicago Booth
Uncertain
5
Bio/Vote History
Lots of uncertainty right now.
Kashyap
Anil Kashyap
Chicago Booth
Uncertain
3
Bio/Vote History
too early to tell, maybe in another few weeks we will know
Klenow
Pete Klenow
Stanford
Uncertain
5
Bio/Vote History
Levin
Jonathan Levin
Stanford
Uncertain
4
Bio/Vote History
Maskin
Eric Maskin
Harvard
Uncertain
5
Bio/Vote History
Nordhaus
William Nordhaus
Yale
Uncertain
4
Bio/Vote History
Too soon to tell.
Obstfeld
Maurice Obstfeld
Berkeley
Agree
4
Bio/Vote History
Saez
Emmanuel Saez
Berkeley
Uncertain
4
Bio/Vote History
Samuelson
Larry Samuelson
Yale
Agree
8
Bio/Vote History
Covid consumes resources and affects behavior, even apart from explicit restrictions, with detrimental economics effects.
Scheinkman
José Scheinkman
Columbia University
Agree
7
Bio/Vote History
See Sheridan et al. PNAS 2020 on economic effect of Covid-19 in Sweden in the absence of restrictions.
-see background information here
Schmalensee
Richard Schmalensee
MIT
Strongly Agree
7
Bio/Vote History
Shapiro
Carl Shapiro
Berkeley
Uncertain
5
Bio/Vote History
Shimer
Robert Shimer
University of Chicago
Disagree
5
Bio/Vote History
Uncertainty about Omicron will be resolved within weeks. If the outcome is bad, then the variant (not uncertainty) will hit the economy
Stock
James Stock
Harvard
Agree
4
Bio/Vote History
Thaler
Richard Thaler
Chicago Booth
No Opinion
Bio/Vote History
Broken crystal ball.
Udry
Christopher Udry
Northwestern
Strongly Agree
5
Bio/Vote History
I'm not sure of the timing, but as long as there is uncertainty about or confirmation of a health threat, activity will be slow

Question B Participant Responses

Participant University Vote Confidence Bio/Vote History
Acemoglu
Daron Acemoglu
MIT
Agree
3
Bio/Vote History
Global social welfare is not well defined. Recovery in the West important for the world economy. But overall agree on humanitarian grounds
Altonji
Joseph Altonji
Yale
Agree
3
Bio/Vote History
Auerbach
Alan Auerbach
Berkeley
Agree
3
Bio/Vote History
Autor
David Autor
MIT
Agree
7
Bio/Vote History
Social welfare of developing countries deserves great weight
Baicker
Katherine Baicker
University of Chicago
Uncertain
3
Bio/Vote History
Banerjee
Abhijit Banerjee
MIT
Strongly Agree
8
Bio/Vote History
Bertrand
Marianne Bertrand
Chicago
Agree
3
Bio/Vote History
Brunnermeier
Markus Brunnermeier
Princeton
Agree
4
Bio/Vote History
Chetty
Raj Chetty
Harvard Did Not Answer Bio/Vote History
Chevalier
Judith Chevalier
Yale
Agree
6
Bio/Vote History
Though the best answer seems to be substantial investment in BOTH.
Cutler
David Cutler
Harvard
Agree
6
Bio/Vote History
Deaton
Angus Deaton
Princeton
Disagree
2
Bio/Vote History
Duffie
Darrell Duffie
Stanford
Agree
1
Bio/Vote History
Beyond its fairness, this strategy lowers risks of adverse mutations. Legacy COVID can be contained. Breeding new COVID variants is risky.
Edlin
Aaron Edlin
Berkeley
Agree
5
Bio/Vote History
It depends what social welfare means. But lives may be saved by deploying vaccines where transmission and prevalence is highest.
Eichengreen
Barry Eichengreen
Berkeley
Strongly Agree
10
Bio/Vote History
Diminishing marginal returns directly applicable here.
Einav
Liran Einav
Stanford
Agree
1
Bio/Vote History
Fair
Ray Fair
Yale
Uncertain
5
Bio/Vote History
Finkelstein
Amy Finkelstein
MIT
Strongly Agree
6
Bio/Vote History
Goldberg
Pinelopi Goldberg
Yale
Uncertain
6
Bio/Vote History
So far Africa has not been much affected by COVID. The problem is more on the demand than on the supply side.
Goolsbee
Austan Goolsbee
Chicago
Uncertain
1
Bio/Vote History
Greenstone
Michael Greenstone
University of Chicago
Strongly Agree
7
Bio/Vote History
Hall
Robert Hall
Stanford
Agree
3
Bio/Vote History
True given my personal global welfare function. Not clear bout others; (this question confuses levels and changes)
Hart
Oliver Hart
Harvard
Agree
7
Bio/Vote History
Holmström
Bengt Holmström
MIT
Agree
4
Bio/Vote History
Hoxby
Caroline Hoxby
Stanford
Uncertain
1
Bio/Vote History
Hoynes
Hilary Hoynes
Berkeley
Uncertain
5
Bio/Vote History
Judd
Kenneth Judd
Stanford
Uncertain
6
Bio/Vote History
There is a problem today but it is only because of the shameful lack of US leadership in 2020. See website listed below.
-see background information here
Kaplan
Steven Kaplan
Chicago Booth
Disagree
6
Bio/Vote History
My sense is that a number of African countries cannot distribute the vaccines they have.
Kashyap
Anil Kashyap
Chicago Booth
Agree
1
Bio/Vote History
assuming we equally weight people....
Klenow
Pete Klenow
Stanford
Uncertain
5
Bio/Vote History
Take-up is an issue.
Levin
Jonathan Levin
Stanford
Uncertain
4
Bio/Vote History
Maskin
Eric Maskin
Harvard
Agree
5
Bio/Vote History
Nordhaus
William Nordhaus
Yale
Strongly Agree
10
Bio/Vote History
As close to clear as any question in Booth history.
Obstfeld
Maurice Obstfeld
Berkeley
Agree
6
Bio/Vote History
Saez
Emmanuel Saez
Berkeley
Agree
5
Bio/Vote History
Samuelson
Larry Samuelson
Yale
Uncertain
1
Bio/Vote History
We need both to bring the pandemic under control; assessing the relative merits of either alone requires expertise I do not have.
Scheinkman
José Scheinkman
Columbia University
Agree
6
Bio/Vote History
Not sure about "global welfare" but externalities of vaccination including emergence of VOCs justify reallocation of resources to Africa.
Schmalensee
Richard Schmalensee
MIT
Uncertain
5
Bio/Vote History
I would favor wider distribution of vaccines to slow mutation, but I don't know how to measure global social welfare.
Shapiro
Carl Shapiro
Berkeley
Agree
7
Bio/Vote History
Shimer
Robert Shimer
University of Chicago
Agree
6
Bio/Vote History
Global social welfare is hard to define, but this would save lives
Stock
James Stock
Harvard
Agree
3
Bio/Vote History
Thaler
Richard Thaler
Chicago Booth
Uncertain
1
Bio/Vote History
Hard to administer the Pfizer and Moderna to much of Africa so the opportunity cost of those shots may be low.
Udry
Christopher Udry
Northwestern
Strongly Agree
7
Bio/Vote History
Possibly even US social welfare; certainly global welfare.

Question C Participant Responses

Participant University Vote Confidence Bio/Vote History
Acemoglu
Daron Acemoglu
MIT
Uncertain
3
Bio/Vote History
Altonji
Joseph Altonji
Yale
Agree
4
Bio/Vote History
Bans do reduce incentives to reveal information, but that does not mean that travel bans are not warranted in some cases.
Auerbach
Alan Auerbach
Berkeley
Agree
5
Bio/Vote History
Autor
David Autor
MIT
Agree
7
Bio/Vote History
Plus, this does almost no good. Vaccines effective, travel bans ineffective
Baicker
Katherine Baicker
University of Chicago
Uncertain
3
Bio/Vote History
Banerjee
Abhijit Banerjee
MIT
Agree
7
Bio/Vote History
Bertrand
Marianne Bertrand
Chicago
Agree
3
Bio/Vote History
Brunnermeier
Markus Brunnermeier
Princeton
Strongly Agree
10
Bio/Vote History
Chetty
Raj Chetty
Harvard Did Not Answer Bio/Vote History
Chevalier
Judith Chevalier
Yale
Uncertain
5
Bio/Vote History
Cutler
David Cutler
Harvard
Agree
6
Bio/Vote History
Deaton
Angus Deaton
Princeton
Agree
8
Bio/Vote History
Duffie
Darrell Duffie
Stanford
Strongly Agree
10
Bio/Vote History
The moral hazard seems clear. If one is punished for revealing, one is less likely to reveal.
Edlin
Aaron Edlin
Berkeley
Agree
5
Bio/Vote History
I don’t know how big this effect is but it is a concern. Keeping secrets is hard though.
Eichengreen
Barry Eichengreen
Berkeley
Agree
10
Bio/Vote History
Einav
Liran Einav
Stanford
Disagree
1
Bio/Vote History
Fair
Ray Fair
Yale
Disagree
5
Bio/Vote History
Finkelstein
Amy Finkelstein
MIT
Agree
5
Bio/Vote History
Goldberg
Pinelopi Goldberg
Yale
Disagree
5
Bio/Vote History
It is hard to hide COVID. And countries, esp. in the developing world, need assistance from other countries, hence they share info.
Goolsbee
Austan Goolsbee
Chicago
Disagree
1
Bio/Vote History
Not so easy to keep a secret with a massively contagious disease
Greenstone
Michael Greenstone
University of Chicago
Uncertain
4
Bio/Vote History
Hall
Robert Hall
Stanford
No Opinion
Bio/Vote History
Hart
Oliver Hart
Harvard
Agree
6
Bio/Vote History
There may be other ways to compensate countries for disclosing while still having travel bans
Holmström
Bengt Holmström
MIT
Agree
6
Bio/Vote History
Hoxby
Caroline Hoxby
Stanford
Uncertain
1
Bio/Vote History
Hoynes
Hilary Hoynes
Berkeley
Uncertain
5
Bio/Vote History
Judd
Kenneth Judd
Stanford
Uncertain
6
Bio/Vote History
Travel bans generally have leakage and will only slow the spread.
Kaplan
Steven Kaplan
Chicago Booth
Agree
6
Bio/Vote History
Kashyap
Anil Kashyap
Chicago Booth
Agree
3
Bio/Vote History
Klenow
Pete Klenow
Stanford
Uncertain
5
Bio/Vote History
They could be compensated in other ways.
Levin
Jonathan Levin
Stanford
Uncertain
4
Bio/Vote History
Maskin
Eric Maskin
Harvard
Agree
7
Bio/Vote History
Nordhaus
William Nordhaus
Yale
Agree
5
Bio/Vote History
Hard to know whether science or politics will win out on this one.
Obstfeld
Maurice Obstfeld
Berkeley
Agree
6
Bio/Vote History
Saez
Emmanuel Saez
Berkeley
Agree
5
Bio/Vote History
Samuelson
Larry Samuelson
Yale
Agree
5
Bio/Vote History
But I expect the effect to be quite small, given that a new variant cannot be concealed for long and revelation brings some advantages.
Scheinkman
José Scheinkman
Columbia University
Agree
7
Bio/Vote History
However travel bans of short duration may still be justified.
Schmalensee
Richard Schmalensee
MIT
Strongly Agree
7
Bio/Vote History
Shapiro
Carl Shapiro
Berkeley
Uncertain
3
Bio/Vote History
Shimer
Robert Shimer
University of Chicago
Strongly Agree
7
Bio/Vote History
Travel bans were and are misguidance, though it's not clear how much this will affect variant revelation
Stock
James Stock
Harvard
Agree
3
Bio/Vote History
Thaler
Richard Thaler
Chicago Booth
Strongly Agree
6
Bio/Vote History
Udry
Christopher Udry
Northwestern
Strongly Agree
5
Bio/Vote History