Tackling COVID-19 Second Wave using Facebook Mobility Data in Vietnam

Facebook: Tackling COVID-19 Second Wave using Facebook Mobility Data in Vietnam

Challenge: On July 24, after 99 days of zero community-transmitted COVID-19 infections, a 57 year-old man tested positive in Danang, a major city in central Vietnam with close to 1.5 million inhabitants. Within three weeks, almost 600 people were infected, over 25 deaths recorded. Vietnamese authorities implemented a strict but localized lockdown in Danang.

Vietnam Facebook Mobility Analysis

Solution: Facebook Disease Prevention Maps mobility data is used to measure the impact of these local containment policies on movement. The regional lockdown strategy has caused a greater and sharper decline in mobility than the national lockdown in April. For the first time, the pattern in Danang has diverged from that in Ha Noi and Ho Chi Minh City (HCMC); this was not the case in preceding months, where changes in all three cities occured uniformly.

Impact: Continued resurgences of COVID-19 infections have amplified the need for just-in-time policy responses. Localized lockdown has led to a more rapid and efficient curtailment of movement, compared to the national lockdown. This enables Vietnam to both limit the economic impact and a possible spread of contagion, as well as to potentially reopen faster than it would from a national lockdown.


  • Maham Faisal Khan, Data Scientist, World Bank
  • Kai Kaiser, Senior Economist, World Bank
  • Jacques Morisset, Lead Economist and Program Leader, World Bank

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