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Using Panel Data to Understand the Dynamics of Human Behavior in Response to Flooding

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  • Philip Bubeck
  • Lisa Berghäuser
  • Paul Hudson
  • Annegret H. Thieken

Abstract

Insights into the dynamics of human behavior in response to flooding are urgently needed for the development of effective integrated flood risk management strategies, and for integrating human behavior in flood risk modeling. However, our understanding of the dynamics of risk perceptions, attitudes, individual recovery processes, as well as adaptive (i.e., risk reducing) intention and behavior are currently limited because of the predominant use of cross‐sectional surveys in the flood risk domain. Here, we present the results from one of the first panel surveys in the flood risk domain covering a relatively long period of time (i.e., four years after a damaging event), three survey waves, and a wide range of topics relevant to the role of citizens in integrated flood risk management. The panel data, consisting of 227 individuals affected by the 2013 flood in Germany, were analyzed using repeated‐measures ANOVA and latent class growth analysis (LCGA) to utilize the unique temporal dimension of the data set. Results show that attitudes, such as the respondents’ perceived responsibility within flood risk management, remain fairly stable over time. Changes are observed partly for risk perceptions and mainly for individual recovery and intentions to undertake risk‐reducing measures. LCGA reveal heterogeneous recovery and adaptation trajectories that need to be taken into account in policies supporting individual recovery and stimulating societal preparedness. More panel studies in the flood risk domain are needed to gain better insights into the dynamics of individual recovery, risk‐reducing behavior, and associated risk and protective factors.

Suggested Citation

  • Philip Bubeck & Lisa Berghäuser & Paul Hudson & Annegret H. Thieken, 2020. "Using Panel Data to Understand the Dynamics of Human Behavior in Response to Flooding," Risk Analysis, John Wiley & Sons, vol. 40(11), pages 2340-2359, November.
  • Handle: RePEc:wly:riskan:v:40:y:2020:i:11:p:2340-2359
    DOI: 10.1111/risa.13548
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    1. Wim Kellens & Teun Terpstra & Philippe De Maeyer, 2013. "Perception and Communication of Flood Risks: A Systematic Review of Empirical Research," Risk Analysis, John Wiley & Sons, vol. 33(1), pages 24-49, January.
    2. Siegrist, Michael & Visschers, Vivianne H.M., 2013. "Acceptance of nuclear power: The Fukushima effect," Energy Policy, Elsevier, vol. 59(C), pages 112-119.
    3. Terence C. Cheng & Pravin K. Trivedi, 2015. "Attrition Bias in Panel Data: A Sheep in Wolf's Clothing? A Case Study Based on the Mabel Survey," Health Economics, John Wiley & Sons, Ltd., vol. 24(9), pages 1101-1117, September.
    4. Kunreuther, Howard, 1996. "Mitigating Disaster Losses through Insurance," Journal of Risk and Uncertainty, Springer, vol. 12(2-3), pages 171-187, May.
    5. Philipp Babcicky & Sebastian Seebauer, 2019. "Unpacking Protection Motivation Theory: evidence for a separate protective and non-protective route in private flood mitigation behavior," Journal of Risk Research, Taylor & Francis Journals, vol. 22(12), pages 1503-1521, December.
    6. Toon Haer & W. J. Wouter Botzen & Hans de Moel & Jeroen C. J. H. Aerts, 2017. "Integrating Household Risk Mitigation Behavior in Flood Risk Analysis: An Agent‐Based Model Approach," Risk Analysis, John Wiley & Sons, vol. 37(10), pages 1977-1992, October.
    7. Philip Bubeck & W. J. Wouter Botzen, 2013. "Response to “The Necessity for Longitudinal Studies in Risk Perception Research”," Risk Analysis, John Wiley & Sons, vol. 33(5), pages 760-762, May.
    8. Torsten Grothmann & Fritz Reusswig, 2006. "People at Risk of Flooding: Why Some Residents Take Precautionary Action While Others Do Not," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 38(1), pages 101-120, May.
    9. Yukiko Hirabayashi & Roobavannan Mahendran & Sujan Koirala & Lisako Konoshima & Dai Yamazaki & Satoshi Watanabe & Hyungjun Kim & Shinjiro Kanae, 2013. "Global flood risk under climate change," Nature Climate Change, Nature, vol. 3(9), pages 816-821, September.
    10. Michael Siegrist, 2013. "The Necessity for Longitudinal Studies in Risk Perception Research," Risk Analysis, John Wiley & Sons, vol. 33(1), pages 50-51, January.
    11. J. C. J. H. Aerts & W. J. Botzen & K. C. Clarke & S. L. Cutter & J. W. Hall & B. Merz & E. Michel-Kerjan & J. Mysiak & S. Surminski & H. Kunreuther, 2018. "Integrating human behaviour dynamics into flood disaster risk assessment," Nature Climate Change, Nature, vol. 8(3), pages 193-199, March.
    12. Heidi Kreibich & Philip Bubeck & Mathijs Vliet & Hans Moel, 2015. "A review of damage-reducing measures to manage fluvial flood risks in a changing climate," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 20(6), pages 967-989, August.
    13. Melanie Connor & Michael Siegrist, 2016. "The stability of risk and benefit perceptions: a longitudinal study assessing the perception of biotechnology," Journal of Risk Research, Taylor & Francis Journals, vol. 19(4), pages 461-475, April.
    14. P. Bubeck & W. J. W. Botzen & J. C. J. H. Aerts, 2012. "A Review of Risk Perceptions and Other Factors that Influence Flood Mitigation Behavior," Risk Analysis, John Wiley & Sons, vol. 32(9), pages 1481-1495, September.
    15. Brenden Jongman & Stefan Hochrainer-Stigler & Luc Feyen & Jeroen C. J. H. Aerts & Reinhard Mechler & W. J. Wouter Botzen & Laurens M. Bouwer & Georg Pflug & Rodrigo Rojas & Philip J. Ward, 2014. "Increasing stress on disaster-risk finance due to large floods," Nature Climate Change, Nature, vol. 4(4), pages 264-268, April.
    16. Michael Siegrist & Heinz Gutscher, 2006. "Flooding Risks: A Comparison of Lay People's Perceptions and Expert's Assessments in Switzerland," Risk Analysis, John Wiley & Sons, vol. 26(4), pages 971-979, August.
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    2. Paul Hudson & Annegret H. Thieken, 2022. "The presence of moral hazard regarding flood insurance and German private businesses," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 112(2), pages 1295-1319, June.

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