IDEAS home Printed from https://ideas.repec.org/a/kap/jrisku/v65y2022i3d10.1007_s11166-022-09382-z.html
   My bibliography  Save this article

Biased survival expectations and behaviours: Does domain specific information matter?

Author

Listed:
  • Joan Costa-Font

    (IZA and CESIfo)

  • Cristina Vilaplana-Prieto

    (Universidad de Murcia)

Abstract

We study the formation of biased expectations across domains and examine whether they have a unique influence on health and financial behaviors. Combining individual-level longitudinal, retrospective, and end of life data from several European countries for more than a decade, we estimate the time-varying individual level bias in ‘survival expectations' (BSE) and compare it to a similar type of bias in the formation of ‘meteorological expectations' (BME). We exploit the variation across individual's family history (parental age at death) to evaluate the causal effect of BSE on health and financial behaviors, and we compare it to the effect of BME. This allows to investigate whether the BSE effect is due to private information, or another mechanism. We find that BSE increases the likelihood of engaging in less risky health and financial behaviors. We estimate that a one standard deviation increase in BSE reduces the average individual probability of smoking by 48% (and increase the probability of holding retirement accounts by 69%). In contrast, BME has little effect on healthy behaviors, and is only associated with a change in some financial behaviors.

Suggested Citation

  • Joan Costa-Font & Cristina Vilaplana-Prieto, 2022. "Biased survival expectations and behaviours: Does domain specific information matter?," Journal of Risk and Uncertainty, Springer, vol. 65(3), pages 285-317, December.
  • Handle: RePEc:kap:jrisku:v:65:y:2022:i:3:d:10.1007_s11166-022-09382-z
    DOI: 10.1007/s11166-022-09382-z
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11166-022-09382-z
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s11166-022-09382-z?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
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Michael D. Hurd & Monika Reti & Susann Rohwedder, 2009. "The Effect of Large Capital Gains or Losses on Retirement," NBER Chapters, in: Developments in the Economics of Aging, pages 127-163, National Bureau of Economic Research, Inc.
    2. Joan Costa-Font & Montserrat Costa-Font, 2011. "Explaining Optimistic Old Age Disability and Longevity Expectations," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 104(3), pages 533-544, December.
    3. van Doorslaer, Eddy & Gerdtham, Ulf-G., 2003. "Does inequality in self-assessed health predict inequality in survival by income? Evidence from Swedish data," Social Science & Medicine, Elsevier, vol. 57(9), pages 1621-1629, November.
    4. W. Kip Viscusi & Jahn Hakes, 2003. "Risk ratings that do not measure probabilities," Journal of Risk Research, Taylor & Francis Journals, vol. 6(1), pages 23-43, January.
    5. Li Gan & Michael D. Hurd & Daniel L. McFadden, 2005. "Individual Subjective Survival Curves," NBER Chapters, in: Analyses in the Economics of Aging, pages 377-412, National Bureau of Economic Research, Inc.
    6. Todd Elder, 2007. "Subjective Survival Probabilities in the Health and Retirement Study: Systematic Biases and Predictive Validity," Working Papers wp159, University of Michigan, Michigan Retirement Research Center.
    7. Mirowsky, John, 1999. "Subjective life expectancy in the US: correspondence to actuarial estimates by age, sex and race," Social Science & Medicine, Elsevier, vol. 49(7), pages 967-979, October.
    8. David E. Bloom & David Canning & Michael Moore & Younghwan Song, 2007. "The Effect of Subjective Survival Probabilities on Retirement and Wealth in the United States," Chapters, in: Robert L. Clark & Naohiro Ogawa & Andrew Mason (ed.), Population Aging, Intergenerational Transfers and the Macroeconomy, chapter 4, Edward Elgar Publishing.
    9. Hurd, Michael D, 1989. "Mortality Risk and Bequests," Econometrica, Econometric Society, vol. 57(4), pages 779-813, July.
    10. Arcidiacono, Peter & Hotz, V. Joseph & Kang, Songman, 2012. "Modeling college major choices using elicited measures of expectations and counterfactuals," Journal of Econometrics, Elsevier, vol. 166(1), pages 3-16.
    11. Brigitte Dormont & Anne-Laure Samson & Marc Fleurbaey & Stéphane Luchini & Erik Schokkaert, 2018. "Individual uncertainty along longevity," LIDAM Reprints CORE 3041, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    12. V. Kerry Smith & Donald H. Taylor & Frank A. Sloan, 2001. "Longevity Expectations and Death: Can People Predict Their Own Demise?," American Economic Review, American Economic Association, vol. 91(4), pages 1126-1134, September.
    13. Jenkins, Stephen P, 1995. "Easy Estimation Methods for Discrete-Time Duration Models," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 57(1), pages 129-138, February.
    14. 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..
    15. Gábor Kézdi & Robert J. Willis, 2011. "Household Stock Market Beliefs and Learning," NBER Working Papers 17614, National Bureau of Economic Research, Inc.
    16. Martin Salm, 2010. "Subjective mortality expectations and consumption and saving behaviours among the elderly," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 43(3), pages 1040-1057, August.
    17. Wändi Bruine de Bruin & Paul S. Fischbeck & Neil A. Stiber & Baruch Fischhoff, 2002. "What Number is “Fifty‐Fifty”?: Redistributing Excessive 50% Responses in Elicited Probabilities," Risk Analysis, John Wiley & Sons, vol. 22(4), pages 713-723, August.
    18. Luc Bissonnette & Michael D. Hurd & Pierre‐Carl Michaud, 2017. "Individual survival curves comparing subjective and observed mortality risks," Health Economics, John Wiley & Sons, Ltd., vol. 26(12), pages 285-303, December.
    19. McKenzie, David & Gibson, John & Stillman, Steven, 2013. "A land of milk and honey with streets paved with gold: Do emigrants have over-optimistic expectations about incomes abroad?," Journal of Development Economics, Elsevier, vol. 102(C), pages 116-127.
    20. Hakon Hakonarson & Struan F. A. Grant & Jonathan P. Bradfield & Luc Marchand & Cecilia E. Kim & Joseph T. Glessner & Rosemarie Grabs & Tracy Casalunovo & Shayne P. Taback & Edward C. Frackelton & Marg, 2007. "A genome-wide association study identifies KIAA0350 as a type 1 diabetes gene," Nature, Nature, vol. 448(7153), pages 591-594, August.
    21. Michael D. Hurd & Kathleen McGarry, 2002. "The Predictive Validity of Subjective Probabilities of Survival," Economic Journal, Royal Economic Society, vol. 112(482), pages 966-985, October.
    22. Owen O'Donnell & Federica Teppa & Eddy van Doorslaer, 2008. "Can subjective survival expectations explain retirement behaviour?," DNB Working Papers 188, Netherlands Central Bank, Research Department.
    23. Charles F. Manski, 2004. "Measuring Expectations," Econometrica, Econometric Society, vol. 72(5), pages 1329-1376, September.
    24. van der Klaauw, Wilbert & Wolpin, Kenneth I., 2008. "Social security and the retirement and savings behavior of low-income households," Journal of Econometrics, Elsevier, vol. 145(1-2), pages 21-42, July.
    25. Frank Sloan & Lindsey Eldred & Tong Guo & Yanzhi Xu, 2013. "Are people overoptimistic about the effects of heavy drinking?," Journal of Risk and Uncertainty, Springer, vol. 47(1), pages 93-127, August.
    26. Damian Clarke, 2014. "PLAUSEXOG: Stata module to implement Conley et al's plausibly exogenous bounds," Statistical Software Components S457832, Boston College Department of Economics, revised 08 Jul 2020.
    27. Maria Perozek, 2008. "Using subjective expectations to forecast longevity: do survey respondents know something we don’t know?," Demography, Springer;Population Association of America (PAA), vol. 45(1), pages 95-113, February.
    28. Gan, Li & Gong, Guan & Hurd, Michael & McFadden, Daniel, 2015. "Subjective mortality risk and bequests," Journal of Econometrics, Elsevier, vol. 188(2), pages 514-525.
    29. Levhari, David & Mirman, Leonard J, 1977. "Savings and Consumption with an Uncertain Horizon," Journal of Political Economy, University of Chicago Press, vol. 85(2), pages 265-281, April.
    30. Daniel S. Hamermesh, 1985. "Expectations, Life Expectancy, and Economic Behavior," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 100(2), pages 389-408.
    31. Michael D. Hurd & James P. Smith & Julie M. Zissimopoulos, 2004. "The effects of subjective survival on retirement and Social Security claiming," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 19(6), pages 761-775.
    32. Gabriel Picone & Frank Sloan & Donald Taylor, 2004. "Effects of Risk and Time Preference and Expected Longevity on Demand for Medical Tests," Journal of Risk and Uncertainty, Springer, vol. 28(1), pages 39-53, January.
    33. Menahem E. Yaari, 1965. "Uncertain Lifetime, Life Insurance, and the Theory of the Consumer," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 32(2), pages 137-150.
    34. Yang Wang, 2014. "Dynamic Implications of Subjective Expectations: Evidence from Adult Smokers," American Economic Journal: Applied Economics, American Economic Association, vol. 6(1), pages 1-37, January.
    35. Edlira Gjonça & Paola Zaninotto, 2008. "Blame the parents? The association between parental longevity and successful ageing," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 19(38), pages 1435-1450.
    36. Hugo Benitez-Silva, 2008. "Disability, Social Insurance, and Labor Force Attachment," Department of Economics Working Papers 08-01, Stony Brook University, Department of Economics.
    37. Kristin J. Kleinjans & Arthur Van Soest, 2014. "Rounding, Focal Point Answers And Nonresponse To Subjective Probability Questions," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 29(4), pages 567-585, June.
    38. David A. Wise, 2009. "Developments in the Economics of Aging," NBER Books, National Bureau of Economic Research, Inc, number wise09-1.
    39. Puri, Manju & Robinson, David T., 2007. "Optimism and economic choice," Journal of Financial Economics, Elsevier, vol. 86(1), pages 71-99, October.
    40. Adeline Delavande & Michael Perry & Robert Willis, 2006. "Probabilistic Thinking and Early Social Security Claiming," Working Papers wp129, University of Michigan, Michigan Retirement Research Center.
    41. Post, Thomas & Hanewald, Katja, 2013. "Longevity risk, subjective survival expectations, and individual saving behavior," Journal of Economic Behavior & Organization, Elsevier, vol. 86(C), pages 200-220.
    42. Becker, Gary S & Murphy, Kevin M, 1988. "A Theory of Rational Addiction," Journal of Political Economy, University of Chicago Press, vol. 96(4), pages 675-700, August.
    43. Michael Grossman & Chee-Ruey Hsieh (ed.), 2001. "The Economic Analysis of Substance Use and Abuse," Books, Edward Elgar Publishing, number 2347.
    44. Michael D. Hurd & Kathleen McGarry, 1995. "Evaluation of the Subjective Probabilities of Survival in the Health and Retirement Study," Journal of Human Resources, University of Wisconsin Press, vol. 30, pages 268-292.
    45. Khwaja, Ahmed & Silverman, Dan & Sloan, Frank & Wang, Yang, 2007. "Smoking, wealth accumulation and the propensity to plan," Economics Letters, Elsevier, vol. 94(1), pages 96-103, January.
    46. Michael Perry, 2005. "Estimating Life Cycle Effects of Survival Probabilities in the Health and Retirement Study," Working Papers wp103, University of Michigan, Michigan Retirement Research Center.
    47. Yang Wang & Frank A. Sloan, 2018. "Present bias and health," Journal of Risk and Uncertainty, Springer, vol. 57(2), pages 177-198, October.
    48. Alberto Palloni & Beatriz Novak, 2016. "Subjective survival expectations and observed survival: How consistent are they?," Vienna Yearbook of Population Research, Vienna Institute of Demography (VID) of the Austrian Academy of Sciences in Vienna, vol. 14(1), pages 187-228.
    49. S. Balia, 2011. "Survival expectations, subjective health and smoking: evidence from European countries," Health, Econometrics and Data Group (HEDG) Working Papers 11/30, HEDG, c/o Department of Economics, University of York.
    50. Manski, Charles F. & Molinari, Francesca, 2010. "Rounding Probabilistic Expectations in Surveys," Journal of Business & Economic Statistics, American Statistical Association, vol. 28(2), pages 219-231.
    51. Roman N. Schulze & Thomas Post, 2010. "Individual Annuity Demand Under Aggregate Mortality Risk," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 77(2), pages 423-449, June.
    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. Celidoni, Martina & Costa-Font, Joan & Salmasi, Luca, 2022. "Too Healthy to Fall Sick? Longevity Expectations and Protective Health Behaviours during the First Wave of COVID-19," Journal of Economic Behavior & Organization, Elsevier, vol. 202(C), pages 733-745.
    2. Frank A. Sloan, 2024. "Subjective beliefs, health, and health behaviors," Journal of Risk and Uncertainty, Springer, vol. 69(2), pages 105-144, October.

    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. Sanna Nivakoski, 2020. "Wealth and the effect of subjective survival probability," Journal of Population Economics, Springer;European Society for Population Economics, vol. 33(2), pages 633-670, April.
    2. Wu, Shang & Stevens, Ralph & Thorp, Susan, 2015. "Cohort and target age effects on subjective survival probabilities: Implications for models of the retirement phase," Journal of Economic Dynamics and Control, Elsevier, vol. 55(C), pages 39-56.
    3. Post, Thomas & Hanewald, Katja, 2013. "Longevity risk, subjective survival expectations, and individual saving behavior," Journal of Economic Behavior & Organization, Elsevier, vol. 86(C), pages 200-220.
    4. Adeline Delavande & Jinkook Lee & Seetha Menon, 2017. "Eliciting Survival Expectations of the Elderly in Low-Income Countries: Evidence From India," Demography, Springer;Population Association of America (PAA), vol. 54(2), pages 673-699, April.
    5. Huynh, Kim P. & Jung, Juergen, 2015. "Subjective health expectations," Journal of Policy Modeling, Elsevier, vol. 37(4), pages 693-711.
    6. Spaenjers, Christophe & Spira, Sven Michael, 2015. "Subjective life horizon and portfolio choice," Journal of Economic Behavior & Organization, Elsevier, vol. 116(C), pages 94-106.
    7. Vesile Kutlu-Koc & Adriaan Kalwij, 2017. "Individual Survival Expectations and Actual Mortality: Evidence from Dutch Survey and Administrative Data," European Journal of Population, Springer;European Association for Population Studies, vol. 33(4), pages 509-532, October.
    8. Nils Grevenbrock & Max Groneck & Alexander Ludwig & Alexander Zimper, 2021. "Cognition, Optimism, And The Formation Of Age‐Dependent Survival Beliefs," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 62(2), pages 887-918, May.
    9. Frank A. Sloan, 2024. "Subjective beliefs, health, and health behaviors," Journal of Risk and Uncertainty, Springer, vol. 69(2), pages 105-144, October.
    10. Post, Thomas & Hanewald, Katja, 2010. "Stochastic mortality, subjective survival expectations, and individual saving behavior," SFB 649 Discussion Papers 2010-040, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk.
    11. Anikó Bíró, 2013. "Subjective mortality hazard shocks and the adjustment of consumption expenditures," Journal of Population Economics, Springer;European Society for Population Economics, vol. 26(4), pages 1379-1408, October.
    12. Martin Salm, 2010. "Subjective mortality expectations and consumption and saving behaviours among the elderly," Canadian Journal of Economics, Canadian Economics Association, vol. 43(3), pages 1040-1057, August.
    13. de Bresser, Jochem, 2019. "Measuring Subjective Survival Expectations : Do Response Scales Matter?," Other publications TiSEM 53bc2ec3-4126-4dfb-81f3-8, Tilburg University, School of Economics and Management.
    14. Yang, Qianqian & Ye, Zihan & Chen, Rongda, 2024. "Working longer or working harder? Subjective survival expectations and labor supply in China," International Review of Economics & Finance, Elsevier, vol. 91(C), pages 827-847.
    15. repec:hum:wpaper:sfb649dp2010-040 is not listed on IDEAS
    16. Bago d'Uva, Teresa & O'Donnell, Owen & van Doorslaer, Eddy, 2020. "Who can predict their own demise? Heterogeneity in the accuracy and value of longevity expectations☆," The Journal of the Economics of Ageing, Elsevier, vol. 17(C).
    17. Bruno Arpino & Pierluigi Conzo & Francesco Salustri, 2022. "I am a survivor, keep on surviving: early-life exposure to conflict and subjective survival probabilities in adult life," Journal of Population Economics, Springer;European Society for Population Economics, vol. 35(2), pages 471-517, April.
    18. Grevenbrock, Nils & Groneck, Max & Ludwig, Alexander & Zimper, Alexander, 2015. "Biased Survival Beliefs, Psychological and Cognitive Explanations, and the Demand for Life Insurances," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 113203, Verein für Socialpolitik / German Economic Association.
    19. Luc Bissonnette & Michael D. Hurd & Pierre‐Carl Michaud, 2017. "Individual survival curves comparing subjective and observed mortality risks," Health Economics, John Wiley & Sons, Ltd., vol. 26(12), pages 285-303, December.
    20. de Bresser, Jochem, 2019. "The Role of Heterogeneous Expectations in Life Cycle Models : Evaluating the Accuracy of Counterfactuals," Other publications TiSEM 25d04a47-1020-47eb-ba94-4, Tilburg University, School of Economics and Management.
    21. Petra Baji & Anikó Bíró, 2018. "Adaptation or recovery after health shocks? Evidence using subjective and objective health measures," Health Economics, John Wiley & Sons, Ltd., vol. 27(5), pages 850-864, May.

    More about this item

    Keywords

    Biased expectations; Survival expectations; Meteorological expectations; Longevity optimism; Private information; Health behaviours; Financial behaviours;
    All these keywords.

    JEL classification:

    • G22 - Financial Economics - - Financial Institutions and Services - - - Insurance; Insurance Companies; Actuarial Studies
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • D14 - Microeconomics - - Household Behavior - - - Household Saving; Personal Finance

    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:kap:jrisku:v:65:y:2022:i:3:d:10.1007_s11166-022-09382-z. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.