SWECOV
The Covid-19 pandemic has profoundly impacted societies in ways we are only beginning to understand. I was part of the secretariat of the Swedish corona commission, an independent inquiry established by the government in 2020 to evaluate Sweden’s pandemic response.
The commission published three reports: a first report on elderly care (SOU 2020:80), a second report on disease control and healthcare (SOU 2021:89), and a final report (SOU 2022:10) covering crisis management, economic consequences, and public communication. The commission found that Sweden’s decision not to impose lockdowns was fundamentally correct, but criticized the initial response as too slow—particularly the failure to protect elderly care residents during the first wave.
Together with Prof. Torsten Persson and Olof Östergren, I have initiated a large, 4-year, research program to continue our studies of the topic. More information about the Swedish Register-based Research Program on COVID-19 can be found on swecov.se.
Publications
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Inequality and COVID-19 in Sweden: Relative risks of nine bad life events, by four social gradients, in pandemic vs. prepandemic years
Proceedings of the National Academy of Sciences, 2023The COVID-19 pandemic struck societies directly and indirectly, not just challenging population health but disrupting many aspects of life. Different effects of the spreading virus—and the measures to fight it—are reported and discussed in different scientific fora, with hard-to-compare methods and metrics from different traditions. While the pandemic struck some groups more than others, it is difficult to assess the comprehensive impact on social inequalities. This paper gauges social inequalities using individual-level administrative data for Sweden's entire population. We describe and analyze the relative risks for different social groups in four dimensions—gender, education, income, and world region of birth—to experience three types of COVID-19 incidence, as well as six additional negative life outcomes that reflect general health, access to medical care, and economic strain. During the pandemic, the overall population faced severe morbidity and mortality from COVID-19 and saw higher all-cause mortality, income losses and unemployment risks, as well as reduced access to medical care. These burdens fell more heavily on individuals with low income or education and on immigrants. Although these vulnerable groups experienced larger absolute risks of suffering the direct and indirect consequences of the pandemic, the relative risks in pandemic years (2020 and 2021) were conspicuously similar to those in prepandemic years (2016 to 2019).
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Nowcasting COVID-19 Statistics Reported with Delay: A Case-Study of Sweden and the UK
International Journal of Environmental Research and Public Health, 2023with Joacim Rocklöv and Jonas WallinThe COVID-19 pandemic has demonstrated the importance of unbiased, real-time statistics of trends in disease events in order to achieve an effective response. Because of reporting delays, real-time statistics frequently underestimate the total number of infections, hospitalizations and deaths. When studied by event date, such delays also risk creating an illusion of a downward trend. Here, we describe a statistical methodology for predicting true daily quantities and their uncertainty, estimated using historical reporting delays. The methodology takes into account the observed distribution pattern of the lag. It is derived from the "removal method"—a well-established estimation framework in the field of ecology.