Machine-learning approaches to identify determining factors of happiness during the COVID-19 pandemic: retrospective cohort study.

Using machine-learning methods on data from large online surveys in Japan, we found that interventions that have a positive impact on social capital as well as successful pandemic control and economic stimuli may effectively improve the population-level psychological well-being during the COVID-19 pandemic.