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Trust, risk perception, and COVID-19 infections: Evidence from multilevel analyses of combined original dataset in China

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  • Ye, Maoxin
  • Lyu, Zeyu

Abstract

Previous studies have revealed medical, democratic, and political factors altering responses to unexpected infectious diseases. However, few studies have attempted to explore the factors affecting disease infection from a social perspective. Here, we argue that trust, which plays an important role in shaping people’ s risk perception toward hazards, can also affect risk perception toward infections from a social perspective. Drawing on the indication that risk perception of diseases helps prevent people from being infected by promoting responsible behaviors, it can be further asserted that trust may alter the infection rate of diseases as a result of risk perception toward infectious diseases. This is an essential point for preventing the spread of infectious diseases and should be demonstrated. To empirically test this prediction, this study uses the COVID-19 outbreak in China as an example and applies an original dataset combining real-time big data, official data, and social survey data from 317 cities in 31 Chinese provinces to demonstrate whether trust influences the infection rate of diseases. Multilevel regression analyses reveal three main results: (1) trust in local government and media helps to reduce the infection rate of diseases; (2) generalized trust promotes a higher rather than lower infection rate; and (3) the effects of different types of trust are either completely or partly mediated by risk perception toward diseases. The theoretical and practical implications of this study provide suggestions for improving the public health system in response to possible infectious diseases.

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  • Ye, Maoxin & Lyu, Zeyu, 2020. "Trust, risk perception, and COVID-19 infections: Evidence from multilevel analyses of combined original dataset in China," Social Science & Medicine, Elsevier, vol. 265(C).
    • Handle: RePEc:eee:socmed:v:265:y:2020:i:c:s027795362030736x
    DOI: 10.1016/j.socscimed.2020.113517
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    References listed on IDEAS

    as
    1. L Rachel Ngai & Christopher A Pissarides & Jin Wang, 2019. "China’s Mobility Barriers and Employment Allocations," Journal of the European Economic Association, European Economic Association, vol. 17(5), pages 1617-1653.
    2. Timothy C. Earle, 2010. "Trust in Risk Management: A Model‐Based Review of Empirical Research," Risk Analysis, John Wiley & Sons, vol. 30(4), pages 541-574, April.
    3. Timothy C. Earle & George Cvetkovich, 1997. "Culture, Cosmopolitanism, and Risk Management," Risk Analysis, John Wiley & Sons, vol. 17(1), pages 55-65, February.
    4. Michael Siegrist & Timothy C. Earle & Heinz Gutscher, 2003. "Test of a Trust and Confidence Model in the Applied Context of Electromagnetic Field (EMF) Risks," Risk Analysis, John Wiley & Sons, vol. 23(4), pages 705-716, August.
    5. Michael Siegrist & Heinz Gutscher & Timothy C. Earle, 2005. "Perception of risk: the influence of general trust, and general confidence," Journal of Risk Research, Taylor & Francis Journals, vol. 8(2), pages 145-156, March.
    6. Jennings, M. Kent & Niemi, Richard G., 1978. "The Persistence of Political Orientations: An Over-Time Analysis of Two Generations," British Journal of Political Science, Cambridge University Press, vol. 8(3), pages 333-363, July.
    7. Shengjie Lai & Nick W. Ruktanonchai & Liangcai Zhou & Olivia Prosper & Wei Luo & Jessica R. Floyd & Amy Wesolowski & Mauricio Santillana & Chi Zhang & Xiangjun Du & Hongjie Yu & Andrew J. Tatem, 2020. "Effect of non-pharmaceutical interventions to contain COVID-19 in China," Nature, Nature, vol. 585(7825), pages 410-413, September.
    8. Jayson S. Jia & Xin Lu & Yun Yuan & Ge Xu & Jianmin Jia & Nicholas A. Christakis, 2020. "Population flow drives spatio-temporal distribution of COVID-19 in China," Nature, Nature, vol. 582(7812), pages 389-394, June.
    9. Roger E. Kasperson & Ortwin Renn & Paul Slovic & Halina S. Brown & Jacque Emel & Robert Goble & Jeanne X. Kasperson & Samuel Ratick, 1988. "The Social Amplification of Risk: A Conceptual Framework," Risk Analysis, John Wiley & Sons, vol. 8(2), pages 177-187, June.
    10. Gilson, Lucy, 2003. "Trust and the development of health care as a social institution," Social Science & Medicine, Elsevier, vol. 56(7), pages 1453-1468, April.
    11. Michael Siegrist & George Cvetkovich & Claudia Roth, 2000. "Salient Value Similarity, Social Trust, and Risk/Benefit Perception," Risk Analysis, John Wiley & Sons, vol. 20(3), pages 353-362, June.
    12. T. Earle & M. Siegrist, 2008. "Trust, Confidence and Cooperation model: a framework for understanding the relation between trust and Risk Perception," International Journal of Global Environmental Issues, Inderscience Enterprises Ltd, vol. 8(1/2), pages 17-29.
    13. Michael K. Lindell & Ronald W. Perry, 2012. "The Protective Action Decision Model: Theoretical Modifications and Additional Evidence," Risk Analysis, John Wiley & Sons, vol. 32(4), pages 616-632, April.
    14. Kazuya Nakayachi & George Cvetkovich, 2010. "Public Trust in Government Concerning Tobacco Control in Japan," Risk Analysis, John Wiley & Sons, vol. 30(1), pages 143-152, January.
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    Cited by:

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    7. Alraja, Mansour, 2022. "Frontline healthcare providers’ behavioural intention to Internet of Things (IoT)-enabled healthcare applications: A gender-based, cross-generational study," Technological Forecasting and Social Change, Elsevier, vol. 174(C).

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