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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. Zhuojun Wang & Shuyi Luo & Jianjie Xu & Yanwei Wang & Hanqi Yun & Zihao Zhao & Haocheng Zhan & Yinan Wang, 2021. "Well-Being Reduces COVID-19 Anxiety: A Three-Wave Longitudinal Study in China," Journal of Happiness Studies, Springer, vol. 22(8), pages 3593-3610, December.
    2. 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.
    3. Frankema, Ewout & Tworek, Heidi, 2020. "Pandemics that changed the world: historical reflections on COVID-19," Journal of Global History, Cambridge University Press, vol. 15(3), pages 333-335, November.
    4. Le, Kien & Nguyen, My, 2021. "The psychological burden of the COVID-19 pandemic severity," Economics & Human Biology, Elsevier, vol. 41(C).
    5. Andrew T. Jebb & Louis Tay & Ed Diener & Shigehiro Oishi, 2018. "Happiness, income satiation and turning points around the world," Nature Human Behaviour, Nature, vol. 2(1), pages 33-38, January.
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