Quantitative Estimation of Covid-19 Related Unemployment On Suicide and Excess Mortality in the United States
Bhatia, R.
Show abstract
ImportanceThe Covid-19 pandemic has driven behavioral and governmental responses with large impacts on economic activity. Estimates of indirect health effects of economic impacts may inform societal action. ObjectiveTo estimate the size of the impact of Covid-19 unemployment on suicides and deaths from all causes. DesignRisk assessment applying of pooled effects hazard ratios from published meta-analyses of observational epidemiological studies, post-Covid-19 unemployment, current labor force composition data, and current age-adjusted mortality rates. ResultsThis risk assessment estimates approximately 9,700 excess annual deaths from suicide and 66,000 annual deaths from all causes among those recently unemployed due to Covid-19. Conclusions and RelevanceIndirect health impacts of societal responses to Covid-19 are identifiable, multiple and quantifiable. Adverse health impacts, such as those from unemployment, may endure longer than those of the Covid-19 pandemic itself. Decision-makers can include indirect health impacts in policy-making calculi for Covid-19 mitigation and suppression strategies. Key PointsO_ST_ABSQuestionC_ST_ABSWhat are the expected impacts of post Covid-19 unemployment on excess suicide and premature death. FindingsA risk assessment applying pooled summary risk estimates from meta-analyses of observational studies predicts approximately 9,700 excess annual deaths from suicide and 66,000 annual deaths from all causes among those recently unemployed due to Covid-19. MeaningIndirect health impacts of societal responses to Covid-19 are identifiable, multiple and quantifiable.
Matching journals
The top 8 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Impact of COVID-19 related unemployment on increased cardiovascular disease in a high-income country: Modeling health loss, cost and equity 92%
- Predictors of Mental Health during the early Covid-19 Pandemic in the US: role of economic concerns, health worries and social distancing 91%
- The impact of COVID-19 employment shocks on suicide and safety net use: An early-stage investigation 91%
Similar papers in this journal
- Financial Hardship and Social Assistance as Determinants of Mental Health and Food and Housing Insecurity During the COVID-19 Pandemic 92%
- Excess death among Latino people in California during the COVID-19 pandemic 92%
- Impact of Covid-19 Pandemic on Racial/Ethnic Differences in Mortality by Cause of Death 91%
Similar papers in this journal
- Long COVID and financial outcomes: Evidence from four longitudinal population surveys 93%
- Population-level changes in the mental health of UK workers during the COVID-19 pandemic: A longitudinal study using Understanding Society 92%
- Characteristics of those most vulnerable to employment changes during the Covid-19 pandemic: a nationally representative cross-sectional study in Wales 91%
Similar papers in this journal
- The association between work situation and life satisfaction during the COVID-19 pandemic: prospective cohort study in Norway 92%
- Acute and long-term impacts of COVID-19 on economic vulnerability: a population-based longitudinal study (COVIDENCE UK) 92%
- Cost effectiveness of interventions for Post-Traumatic Stress Disorders following major incidents including terrorism and pandemics 92%
Similar papers in this journal
- Unemployment insurance and food insecurity among people who lost employment in the wake of COVID-19 93%
- Contributions of occupation characteristics and educational attainment to racial/ethnic inequities in COVID-19 mortality 93%
- Violence, firearms, and the coronavirus pandemic: Findings from the 2020 California Safety and Wellbeing Survey 91%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.