IDEAS home Printed from https://ideas.repec.org/a/wly/riskan/v39y2019i2p488-504.html
   My bibliography  Save this article

Understanding Cumulative Risk Perception from Judgments and Choices: An Application to Flood Risks

Author

Listed:
  • Cristóbal De La Maza
  • Alex Davis
  • Cleotilde Gonzalez
  • Inês Azevedo

Abstract

Catastrophic events, such as floods, earthquakes, hurricanes, and tsunamis, are rare, yet the cumulative risk of each event occurring at least once over an extended time period can be substantial. In this work, we assess the perception of cumulative flood risks, how those perceptions affect the choice of insurance, and whether perceptions and choices are influenced by cumulative risk information. We find that participants' cumulative risk judgments are well represented by a bimodal distribution, with a group that severely underestimates the risk and a group that moderately overestimates it. Individuals who underestimate cumulative risks make more risk‐seeking choices compared to those who overestimate cumulative risks. Providing explicit cumulative risk information for relevant time periods, as opposed to annual probabilities, is an inexpensive and effective way to improve both the perception of cumulative risk and the choices people make to protect against that risk.

Suggested Citation

  • 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.
  • Handle: RePEc:wly:riskan:v:39:y:2019:i:2:p:488-504
    DOI: 10.1111/risa.13206
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/risa.13206
    Download Restriction: no

    File URL: https://libkey.io/10.1111/risa.13206?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. Kenji Takao & Tadahiro Motoyoshi & Teruko Sato & Teruki Fukuzondo & Kami Seo & Saburo Ikeda, 2004. "Factors determining residents’ preparedness for floods in modern megalopolises: the case of the Tokai flood disaster in Japan," Journal of Risk Research, Taylor & Francis Journals, vol. 7(7-8), pages 775-787, November.
    2. Brockner, Joel & Paruchuri, Srikanth & Idson, Lorraine Chen & Higgins, E. Tory, 2002. "Regulatory Focus and the Probability Estimates of Conjunctive and Disjunctive Events," Organizational Behavior and Human Decision Processes, Elsevier, vol. 87(1), pages 5-24, January.
    3. Steffen Andersen & John Fountain & Glenn Harrison & E. Rutström, 2014. "Estimating subjective probabilities," Journal of Risk and Uncertainty, Springer, vol. 48(3), pages 207-229, June.
    4. Gisela Wachinger & Ortwin Renn & Chloe Begg & Christian Kuhlicke, 2013. "The Risk Perception Paradox—Implications for Governance and Communication of Natural Hazards," Risk Analysis, John Wiley & Sons, vol. 33(6), pages 1049-1065, June.
    5. Wim Kellens & Ruud Zaalberg & Tijs Neutens & Wouter Vanneuville & Philippe De Maeyer, 2011. "An Analysis of the Public Perception of Flood Risk on the Belgian Coast," Risk Analysis, John Wiley & Sons, vol. 31(7), pages 1055-1068, July.
    6. 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.
    7. Julie Barnett & Glynis M. Breakwell, 2001. "Risk Perception and Experience: Hazard Personality Profiles and Individual Differences," Risk Analysis, John Wiley & Sons, vol. 21(1), pages 171-178, February.
    8. Tversky, Amos & Kahneman, Daniel, 1992. "Advances in Prospect Theory: Cumulative Representation of Uncertainty," Journal of Risk and Uncertainty, Springer, vol. 5(4), pages 297-323, October.
    9. Matthew J C Crump & John V McDonnell & Todd M Gureckis, 2013. "Evaluating Amazon's Mechanical Turk as a Tool for Experimental Behavioral Research," PLOS ONE, Public Library of Science, vol. 8(3), pages 1-18, March.
    10. 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.
    11. Mei Wang & Paul S. Fischbeck, 2004. "Incorporating Framing into Prospect Theory Modeling: A Mixture-Model Approach," Journal of Risk and Uncertainty, Springer, vol. 29(2), pages 181-197, September.
    12. Botzen, W.J.W. & van den Bergh, J.C.J.M., 2012. "Risk attitudes to low-probability climate change risks: WTP for flood insurance," Journal of Economic Behavior & Organization, Elsevier, vol. 82(1), pages 151-166.
    13. 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.
    14. Svenson, Ola, 1985. "Cognitive strategies in a complex judgment task: Analyses of concurrent verbal reports and judgments of cumulated risk over different exposure times," Organizational Behavior and Human Decision Processes, Elsevier, vol. 36(1), pages 1-15, August.
    15. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    16. Teun Terpstra, 2011. "Emotions, Trust, and Perceived Risk: Affective and Cognitive Routes to Flood Preparedness Behavior," Risk Analysis, John Wiley & Sons, vol. 31(10), pages 1658-1675, October.
    17. Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521747387.
    18. Zaleskiewicz, Tomasz & Piskorz, Zbigniew & Borkowska, Anna, 2002. "Fear or money? Decisions on insuring oneself against flood," Risk, Decision and Policy, Cambridge University Press, vol. 7(3), pages 221-233, December.
    19. Daniela Knuth & Doris Kehl & Lynn Hulse & Silke Schmidt, 2014. "Risk Perception, Experience, and Objective Risk: A Cross‐National Study with European Emergency Survivors," Risk Analysis, John Wiley & Sons, vol. 34(7), pages 1286-1298, July.
    20. Ming‐Chou Ho & Daigee Shaw & Shuyeu Lin & Yao‐Chu Chiu, 2008. "How Do Disaster Characteristics Influence Risk Perception?," Risk Analysis, John Wiley & Sons, vol. 28(3), pages 635-643, June.
    21. Johannes Spinnewijn, 2013. "Insurance and Perceptions: How to Screen Optimists and Pessimists," Economic Journal, Royal Economic Society, vol. 123, pages 606-633, June.
    22. Michael Siegrist & Heinz Gutscher, 2008. "Natural Hazards and Motivation for Mitigation Behavior: People Cannot Predict the Affect Evoked by a Severe Flood," Risk Analysis, John Wiley & Sons, vol. 28(3), pages 771-778, June.
    23. Stiglitz, Joseph E, 1975. "The Theory of "Screening," Education, and the Distribution of Income," American Economic Review, American Economic Association, vol. 65(3), pages 283-300, June.
    24. Michael Rothschild & Joseph Stiglitz, 1976. "Equilibrium in Competitive Insurance Markets: An Essay on the Economics of Imperfect Information," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 90(4), pages 629-649.
    25. 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.
    26. Ethan T. Knocke & Korine N. Kolivras, 2007. "Flash Flood Awareness in Southwest Virginia," Risk Analysis, John Wiley & Sons, vol. 27(1), pages 155-169, February.
    27. Adam Smith & Richard Katz, 2013. "US billion-dollar weather and climate disasters: data sources, trends, accuracy and biases," 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. 67(2), pages 387-410, June.
    28. Greene, William H. & Hensher, David A., 2003. "A latent class model for discrete choice analysis: contrasts with mixed logit," Transportation Research Part B: Methodological, Elsevier, vol. 37(8), pages 681-698, September.
    29. Sarrias, Mauricio & Daziano, Ricardo, 2017. "Multinomial Logit Models with Continuous and Discrete Individual Heterogeneity in R: The gmnl Package," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 79(i02).
    30. Annegret H. Thieken & Theresia Petrow & Heidi Kreibich & Bruno Merz, 2006. "Insurability and Mitigation of Flood Losses in Private Households in Germany," Risk Analysis, John Wiley & Sons, vol. 26(2), pages 383-395, April.
    31. Slovic, Paul & Finucane, Melissa L. & Peters, Ellen & MacGregor, Donald G., 2007. "The affect heuristic," European Journal of Operational Research, Elsevier, vol. 177(3), pages 1333-1352, March.
    32. Daniel Kahneman, 2003. "Maps of Bounded Rationality: Psychology for Behavioral Economics," American Economic Review, American Economic Association, vol. 93(5), pages 1449-1475, December.
    33. Vivianne H. M. Visschers & Ree M. Meertens & Wim W. F. Passchier & Nanne N. K. De Vries, 2009. "Probability Information in Risk Communication: A Review of the Research Literature," Risk Analysis, John Wiley & Sons, vol. 29(2), pages 267-287, February.
    34. Colin F. Camerer & Howard Kunreuther, 1989. "Decision processes for low probability events: Policy implications," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 8(4), pages 565-592.
    35. Carmen Keller & Michael Siegrist & Heinz Gutscher, 2006. "The Role of the Affect and Availability Heuristics in Risk Communication," Risk Analysis, John Wiley & Sons, vol. 26(3), pages 631-639, June.
    36. Michael K. Lindell & Seong Nam Hwang, 2008. "Households' Perceived Personal Risk and Responses in a Multihazard Environment," Risk Analysis, John Wiley & Sons, vol. 28(2), pages 539-556, April.
    37. 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.
    38. 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.
    39. Ruud Zaalberg & Cees Midden & Anneloes Meijnders & Teddy McCalley, 2009. "Prevention, Adaptation, and Threat Denial: Flooding Experiences in the Netherlands," Risk Analysis, John Wiley & Sons, vol. 29(12), pages 1759-1778, December.
    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. Shereen J. Chaudhry & Michael Hand & Howard Kunreuther, 2020. "Broad bracketing for low probability events," Journal of Risk and Uncertainty, Springer, vol. 61(3), pages 211-244, December.
    2. Shereen J. Chaudhry & Michael Hand & Howard Kunreuther, 2020. "Broad Bracketing for Low Probability Events," NBER Working Papers 27319, National Bureau of Economic Research, Inc.

    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. 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.
    2. Eoin O'Neill & Finbarr Brereton & Harutyun Shahumyan & J. Peter Clinch, 2016. "The Impact of Perceived Flood Exposure on Flood‐Risk Perception: The Role of Distance," Risk Analysis, John Wiley & Sons, vol. 36(11), pages 2158-2186, November.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. Md Omar Faruk & Keshav Lall Maharjan, 2023. "The Determinants of Farmers’ Perceived Flood Risk and Their Flood Adaptation Assessments: A Study in a Char-Land Area of Bangladesh," Sustainability, MDPI, vol. 15(18), pages 1-21, September.
    9. 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).
    10. Daniela Knuth & Doris Kehl & Lynn Hulse & Silke Schmidt, 2014. "Risk Perception, Experience, and Objective Risk: A Cross‐National Study with European Emergency Survivors," Risk Analysis, John Wiley & Sons, vol. 34(7), pages 1286-1298, July.
    11. 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.
    12. Wim Kellens & Ruud Zaalberg & Philippe De Maeyer, 2012. "The Informed Society: An Analysis of the Public's Information‐Seeking Behavior Regarding Coastal Flood Risks," Risk Analysis, John Wiley & Sons, vol. 32(8), pages 1369-1381, August.
    13. 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.
    14. Osberghaus, Daniel, 2015. "The determinants of private flood mitigation measures in Germany — Evidence from a nationwide survey," Ecological Economics, Elsevier, vol. 110(C), pages 36-50.
    15. Wim Kellens & Ruud Zaalberg & Tijs Neutens & Wouter Vanneuville & Philippe De Maeyer, 2011. "An Analysis of the Public Perception of Flood Risk on the Belgian Coast," Risk Analysis, John Wiley & Sons, vol. 31(7), pages 1055-1068, July.
    16. Nicolás C. Bronfman & Pamela C. Cisternas & Paula B. Repetto & Javiera V. Castañeda & Eliana Guic, 2020. "Understanding the Relationship Between Direct Experience and Risk Perception of Natural Hazards," Risk Analysis, John Wiley & Sons, vol. 40(10), pages 2057-2070, October.
    17. 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.
    18. 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.
    19. Elisabeth Maidl & David N. Bresch & Matthias Buchecker, 2021. "Social integration matters: factors influencing natural hazard risk preparedness—a survey of Swiss households," 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. 105(2), pages 1861-1890, January.
    20. Joop de Boer & W. J. Wouter Botzen & Teun Terpstra, 2015. "More Than Fear Induction: Toward an Understanding of People's Motivation to Be Well‐Prepared for Emergencies in Flood‐Prone Areas," Risk Analysis, John Wiley & Sons, vol. 35(3), pages 518-535, March.

    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:39:y:2019:i:2:p:488-504. 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.