IDEAS home Printed from https://ideas.repec.org/a/wly/riskan/v40y2020i11p2340-2359.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/risa.13548
    Download Restriction: no

    File URL: https://libkey.io/10.1111/risa.13548?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Osberghaus, Daniel & Botzen, Wouter & Kesternich, Martin & Iurkova, Ekaterina, 2022. "The Intention-Behavior Gap in Climate Change Adaptation," VfS Annual Conference 2022 (Basel): Big Data in Economics 264073, Verein für Socialpolitik / German Economic Association.
    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.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Philip Bubeck & W. J. Wouter Botzen & Jonas Laudan & Jeroen C.J.H. Aerts & Annegret H. Thieken, 2018. "Insights into Flood‐Coping Appraisals of Protection Motivation Theory: Empirical Evidence from Germany and France," Risk Analysis, John Wiley & Sons, vol. 38(6), pages 1239-1257, June.
    2. Sebastian Seebauer & Philipp Babcicky, 2020. "The Sources of Belief in Personal Capability: Antecedents of Self‐Efficacy in Private Adaptation to Flood Risk," Risk Analysis, John Wiley & Sons, vol. 40(10), pages 1967-1982, October.
    3. Ewa Lechowska, 2018. "What determines flood risk perception? A review of factors of flood risk perception and relations between its basic elements," 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. 94(3), pages 1341-1366, December.
    4. Rebecca E. Morss & Julie L. Demuth & Ann Bostrom & Jeffrey K. Lazo & Heather Lazrus, 2015. "Flash Flood Risks and Warning Decisions: A Mental Models Study of Forecasters, Public Officials, and Media Broadcasters in Boulder, Colorado," Risk Analysis, John Wiley & Sons, vol. 35(11), pages 2009-2028, November.
    5. Kevin Fox Gotham & Richard Campanella & Katie Lauve‐Moon & Bradford Powers, 2018. "Hazard Experience, Geophysical Vulnerability, and Flood Risk Perceptions in a Postdisaster City, the Case of New Orleans," Risk Analysis, John Wiley & Sons, vol. 38(2), pages 345-356, February.
    6. W. J. Wouter Botzen & Howard Kunreuther & Jeffrey Czajkowski & Hans de Moel, 2019. "Adoption of Individual Flood Damage Mitigation Measures in New York City: An Extension of Protection Motivation Theory," Risk Analysis, John Wiley & Sons, vol. 39(10), pages 2143-2159, October.
    7. Michal Titko & Jozef Ristvej & Zenon Zamiar, 2021. "Population Preparedness for Disasters and Extreme Weather Events as a Predictor of Building a Resilient Society: The Slovak Republic," IJERPH, MDPI, vol. 18(5), pages 1-24, February.
    8. Delin Liu & Mengjie Li & Yue Li & Hao Chen, 2022. "Assessment of Public Flood Risk Perception and Influencing Factors: An Example of Jiaozuo City, China," Sustainability, MDPI, vol. 14(15), pages 1-15, August.
    9. Heather Lazrus & Rebecca E. Morss & Julie L. Demuth & Jeffrey K. Lazo & Ann Bostrom, 2016. "“Know What to Do If You Encounter a Flash Flood”: Mental Models Analysis for Improving Flash Flood Risk Communication and Public Decision Making," Risk Analysis, John Wiley & Sons, vol. 36(2), pages 411-427, February.
    10. Mol, Jantsje M. & Botzen, W.J. Wouter & Blasch, Julia E., 2020. "Behavioral motivations for self-insurance under different disaster risk insurance schemes," Journal of Economic Behavior & Organization, Elsevier, vol. 180(C), pages 967-991.
    11. Da Kuang & Kuei-Hsien Liao, 2022. "How does flood resistance affect learning from flood experiences? A study of two communities in Central China," Climatic Change, Springer, vol. 173(1), pages 1-21, July.
    12. Adloff, Susann, 2021. "Adapting to Climate Change: Threat Experience, Cognition and Protection Motivation," VfS Annual Conference 2021 (Virtual Conference): Climate Economics 242400, Verein für Socialpolitik / German Economic Association.
    13. Ewa Lechowska, 2022. "Approaches in research on flood risk perception and their importance in flood risk management: a review," 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. 111(3), pages 2343-2378, April.
    14. Cristóbal De La Maza & Alex Davis & Cleotilde Gonzalez & Inês Azevedo, 2019. "Understanding Cumulative Risk Perception from Judgments and Choices: An Application to Flood Risks," Risk Analysis, John Wiley & Sons, vol. 39(2), pages 488-504, February.
    15. Muditha Karunarathna & Wasantha Athukorala, 2018. "The Determinants Of Investment On Floods Mitigation Activities: An Empirical Investigation In Sri Lanka," Journal of Smart Economic Growth, , vol. 3(3), pages 37-59, December.
    16. Julie L. Demuth, 2018. "Explicating Experience: Development of a Valid Scale of Past Hazard Experience for Tornadoes," Risk Analysis, John Wiley & Sons, vol. 38(9), pages 1921-1943, September.
    17. Binh, Phung Thanh & Zhu, Xueqin & Groeneveld, Rolf A. & van Ierland, Ekko C., 2020. "Risk communication, women’s participation and flood mitigation in Vietnam: An experimental study," Land Use Policy, Elsevier, vol. 95(C).
    18. Tianzhuo Liu & Huifang Jiao, 2018. "Insights into the Effects of Cognitive Factors and Risk Attitudes on Fire Risk Mitigation Behavior," Computational Economics, Springer;Society for Computational Economics, vol. 52(4), pages 1213-1232, December.
    19. S. A. Mashi & A. I. Inkani & Oghenejeabor Obaro & A. S. Asanarimam, 2020. "Community perception, response and adaptation strategies towards flood risk in a traditional African city," 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. 103(2), pages 1727-1759, September.
    20. aus dem Moore, Nils & Brehm, Johannes & Breidenbach, Philipp & Ghosh, Arijit & Gruhl, Henri, 2022. "Flood risk perception after indirect flooding experience: Null results in the German housing market," Ruhr Economic Papers 976, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:wly:riskan:v:40:y:2020:i:11:p:2340-2359. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: https://doi.org/10.1111/(ISSN)1539-6924 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.