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Is there a dose-response relationship? Investigating the functional form between COVID-19 incidence rates and life satisfaction in a multilevel framework

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  • Felix Bittmann

    (Leibniz Institute for Educational Trajectories (LIfBi))

Abstract

While there is plenty of research linking the effects of the global COVID-19 pandemic to a drastic reduction of life satisfaction in the population, there is little information on the functional form of this relationship. Until now, one could suspect that this association is linear and a higher number of COVID-19 infections in a region leads to a continuous decline of satisfaction. However, there are reasons to assume that this interrelation is indeed more complex and deserves further attention. To resolve this question, high-quality panel data of the first wave of COVID-19 from Germany are analysed in a fixed-effect multilevel framework. With information from more than 6,000 respondents (after imputation) nested in 339 federal districts, we estimate linear models with higher-order terms up to the fifth degree of median COVID-19 incidence rates and random intercepts for districts to describe the functional form. The results indicate that even regions with very low incidences are affected and a linear decline of satisfaction is only apparent for rather low incidence levels, quickly reaching a plateau, which is then quite constant, even for higher incidence levels. These findings indicate that at least in rich and industrialized countries like Germany, assuming a strictly linear relation between incidences and change of satisfaction is not appropriate.

Suggested Citation

  • Felix Bittmann, 2022. "Is there a dose-response relationship? Investigating the functional form between COVID-19 incidence rates and life satisfaction in a multilevel framework," Journal of Happiness Studies, Springer, vol. 23(7), pages 3315-3330, October.
    • Handle: RePEc:spr:jhappi:v:23:y:2022:i:7:d:10.1007_s10902-022-00542-1
    DOI: 10.1007/s10902-022-00542-1
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    References listed on IDEAS

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    1. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
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    Cited by:

    1. Philipp Handschuh & Jacqueline Kroh & Markus Nester, 2024. "The Effect of the COVID-19 Pandemic on Life Satisfaction: Does Social Belonging Matter as a Mechanism and are There Differences by Age?," Journal of Happiness Studies, Springer, vol. 25(8), pages 1-43, December.
    2. Guofang Liu & Qingxuan Meng & Qian Su, 2024. "Risk or Opportunity? How is Children’s Subjective Well-Being Affected by Their Parents During Public Health Emergencies," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 17(1), pages 81-97, February.

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