ArticleBMC public health2022
How do economic and public finance statuses affect policy responses during a pandemic? - learning from the COVID-19 first wave.
Article in BMC public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers, 1 of them a synthesis that pooled it.
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Who cites it
6 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Adherence to mask-wearing and its impact on the incidence and deaths of viral respiratory infectious diseases: a systematic review, meta-analysis and modelling study.BMJ global health · 2025Pooled it
- Exploring the influencing factors affecting the operational effectiveness of public health emergency response mechanism: a DEMATEL-ISM-MICMAC mixed methods study.BMC public health · 2025Article
- Toward resilience for public health emergency response system during COVID-19: qualitative comparative analyses of 40 countries.Frontiers in public health · 2025Article
- Spatiotemporal heterogeneity of the association between socioeconomic development and health policy attention: a geographically and temporally weighted regression modeling study in China.Frontiers in public health · 2024Article
- Artificial Light-at-Night Exposure and Overweight and Obesity across GDP Levels among Chinese Children and Adolescents.Nutrients · 2023Article
- Policy Disparities Between Singapore and Israel in Response to the First Omicron Wave.Risk management and healthcare policy · 2023Article
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2 authors.
Funding
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Abstract
backgroundIn the time of a pandemic, it is typical for public health bodies to collaborate with epidemiologists to design health policies both at national and international levels for controlling the spread. A point largely overlooked in literature is the extent economic capability and public finance status can influence the policy responses of countries during a pandemic situation. This article fills this gap by considering 12 public health and 7 economic measures (i.e., policies) in 200 countries during the COVID-19 first wave, with countries grouped across income categories.
methodsWe apply statistical analysis, inclusive of regression models, to assess the impact of economic capability and public finance status on policy responses. Multiple open-access datasets are used in this research, and information from the hybrid sources are cumulated as samples. In our analysis, we consider variables including population characteristics (population size, density) and economic and public finance status (GDR, current account balance, government surplus/deficit) further to policy responses across public health and economic measures. Additionally, we consider infection rates across countries and the institution of the measures relative to infection rate.
resultsResults suggest that countries from all income groups have favoured public health measures like school closures and travel bans, and economic measures like influencing interest rates. However, strong economy countries have more adopted technological monitoring than low-income countries. Contrarily, low-income countries have preferred traditional measures like curfew and obligatory mask-wearing. GDP per capita was a statistically significant factor influencing the institution of both public health and economic measures. Government finance statuses like current account balance and surplus/deficit were also significant factors influencing economic measures.
conclusionsOverall, the research reveals that, further to biological characteristics, policymakers and epidemiologists can consider the economic and public finance contexts when suggesting health responses to a pandemic. This, in turn, calls for more international cooperation on economic terms further to public health terms.
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