Thursday, 20 June, 2024
HomeCoronavirusPublic disclosure of COVID-19 more effective than lockdowns — NBER working paper

Public disclosure of COVID-19 more effective than lockdowns — NBER working paper

The COVID-19 outbreak was identified in both South Korea and in the US on 13 January. As of 22 May, South Korea had 11,142 cases and the US had 1,571,617. From day one of the spread of the virus, South Koreans received text messages whenever new cases were discovered in their neighbourhood, as well as information and timelines of infected persons' travel.

In a new National Bureau of Economic Research (NBER) working paper, researchers combined detailed foot-traffic data in Seoul from South Korea's largest mobile phone company with publicly disclosed information on the location of individuals who had tested positive. The results reveal that public disclosure can help people target their social distancing and this proves especially helpful for vulnerable populations who can more easily avoid areas with a higher rate of infection.

"Our data shows that South Korea's public disclosure information was effective in changing citizens' behaviour to drive down the rate of infection, without government-imposed lockdowns," said co-author Munseob Lee, an assistant professor of economics at University of California – San Diego's School of Global Policy and Strategy. "This pattern is particularly pronounced during the weekends and among those over the age of 60."

Seoul, with almost 10m inhabitants, is one of the most densely populated cities in the world. Yet, as of 22 May the city had only 758 confirmed cases and three deaths. "These numbers are remarkably low in comparison to cities of similar size," the authors of the NBER paper write.

The city did not implement wide-spread social isolation restrictions; however, like other local governments in the country, the capitol provided inhabitants information in real time via text messages on individuals that had tested positive. In addition, the Seoul metropolitan government developed a dedicated website and a mobile app to enable residents to access real-time information.

A typical alert can contain the infected persons' age and gender, and a detailed log of their movements, which is based on contact tracing combined with data from cell phone and credit card records. This strategy was made possible because South Korean laws on managing and publicly sharing information on patients of infectious diseases changed significantly after the MERS outbreak in 2015. In the event of a national health emergency, the country's laws empower the Korea Centres for Disease Control Prevention to use GPS data, surveillance camera footage and credit card transactions to recreate infected persons' route a day before their symptoms showed.

According to the authors, this publicly available data spurred significant changes in the commuting patterns of people: individuals were more likely to commute to the districts with less confirmed cases, and less likely to commute to the districts with more cases.
"To be clear, disclosure of public information infringes upon the privacy of the affected individuals," said Chang-Tai Hsieh of the University of Chicago. "We do not attempt to measure the cost of the loss of privacy, but whenever such measures are available, they can be compared against the benefits of public disclosure we provide here."

To further measure the welfare effect of South Korea's strategy, the researchers used data on Seoul's resident movements and confirmed cases through the lens of standard epidemiology model augmented with economic geography to predict the spread of disease throughout the city.

Their estimate is that over the next two years the current strategy in Seoul will lead to a cumulative 925,000 cases, 17,000 deaths (10,000 for those 60 and older and 7,000 for ages 20 to 59) and economic losses that average 1.2% of GDP.

The researchers then took these results and compared them to a model of a partial lockdown in which there is no public disclosure. To be able to compare "apples to apples" the model projects that at least 40% of population would have to stay at home for about 100 days in order to have the same number of confirmed cases as in the full disclosure model. In this model, the number of cases remain the same, as designed, but deaths increase from 17,000 to 21,000 (14,000 for those 60 and older and 7,000 for ages 20 to 59) and economic losses increase from 1.2% to 1.6% of GDP.

"Our research shows that public disclosure mostly helps the elderly more effectively target social distancing which in turn saves more lives, at least 4,000, according to our projections," the authors noted.

While death rates among the older populations are significantly higher under lockdowns, those under 60 suffer economic losses twice as high, compared to South Korea's current strategy. "The flow of people across neighbourhoods generates economic gains from the optimal match of people with the place of work and leisure," said David Argente of Pennsylvania State University. "In the current strategy, individuals with a high health risk commuting to a neighbourhood with many detected cases can change their commuting pattern, while individuals with low health risk can make a different choice."

They added, the individuals who can easily substitute between working in the office and working at home can do that, while others where the substitution is costly can continue to commute to work. In contrast, a lockdown does not discriminate between individuals with different cost/benefit ratios for social isolation.

In South Korea, the impact of the pandemic led to a 1.4% drop in real GDP in the first quarter of 2020. Still, the decline was much less than the 9.8% plunge in China, which enforced across-the-board lockdowns in large parts of the country.

The authors concluded in the absence of a vaccine, targeted social distancing may be a much more effective way to reduce the transmission of the disease while minimising the economic cost of social isolation.

"We view the public dissemination of information in Korea as one way to accomplish that they write. "We are hopeful that perhaps there could be other more effective ways to target social distancing to get the maximum benefit for the least cost."

South Korea publicly disclosed detailed location information of individuals that tested positive for COVID-19. We quantify the effect of public disclosure on the transmission of the virus and economic losses in Seoul. We use detailed foot-traffic data from South Korea's largest mobile phone company to document the change in the flows of people across neighborhoods in Seoul in response to information on the locations of positive cases. We analyze the effect of the change in commuting flows in a SIR meta-population model where the virus spreads due to these flows. We endogenize these flows in a model of urban neighborhoods where individuals commute across neighborhoods to access jobs and leisure opportunities. Relative to a scenario where no information is disclosed, the change in commuting patterns due to public disclosure lowers the number of cases by 400 thousand and the number of deaths by 13 thousand in Seoul over two years. Compared to a city-wide lock-down that results in the same number of cases over two years, the economic cost is 50% lower with full disclosure.

David Argente, Chang-Tai Hsieh, Munseob Lee


[link url=""]University of California – San Diego material[/link]


[link url=""]National Bureau of Economic Research (NBER)[/link]

MedicalBrief — our free weekly e-newsletter

We'd appreciate as much information as possible, however only an email address is required.