These are the 5 primary factors that indicate a successful vaccine rollout

Canada's Prime Minister Justin Trudeau visits COVID-19 vaccination clinic for children at Scarborough Health Network's Centenary Hospital in Ontario, Canada.

Some places have better access to vaccines than others. Image: REUTERS/Nick Lachance

Pragyan Deb
Economist, IMF
Davide Furceri
Economist, IMF’s Research Department
Daniel Jiménez
Research Analyst, IMF
Siddharth Kothari
Economist, IMF’s Asia and Pacific Department
Jonathan D. Ostry
Professor of the Practice of Economics, Georgetown University
Nour Tawk
Economist, IMF
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Determinants of vaccine rollouts.
Impact of one standard deviation change in factor on vaccinations per 100 population. Image: Deb et al. 2021


What is the World Economic Forum doing about access to vaccines?

Effect of COVID-19 vaccines on health outcomes
‘Delta Variant’ is the impact of vaccines on new cases when the Delta variant is dominant. Image: Deb at al. 2021

Spillovers from COVID-19 outbreaks.
Days elapsed until Delta variant reached 50% of COVID-19 cases. Image: GISAID,
Spillovers from COVID-19 outbreaks.
Effect of neighbouring COVID-19 cases and vaccines on a country’s health outcomes. Image: Deb et al. 2021
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