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Measuring resilience to major life events

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  • Etilé, Fabrice
  • Frijters, Paul
  • Johnston, David W.
  • Shields, Michael A.

Abstract

There is great interest in understanding who in the population is resilient in the face of major life events, and who is not. In this paper we construct a revealed measure of adulthood psychological resilience by modelling individuals’ responses to ten adverse life events using a dynamic finite mixture regression model applied to 17 years of panel data. Our methodology accounts for non-random selection into events, and differences between individuals in anticipation, immediate response, and speed of adaptation. We find considerable heterogeneity in individuals’ responses to events such as major financial shocks, redundancy and bereavement. We also find that our measure of resilience is correlated with clinical measures of mental health, and that it significantly predicts the psychological response to out-of-sample events. The strongest predictor of our measure of resilience is internal locus of control, which is an individual's belief that life outcomes are under their control.

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  • Etilé, Fabrice & Frijters, Paul & Johnston, David W. & Shields, Michael A., 2021. "Measuring resilience to major life events," LSE Research Online Documents on Economics 112526, London School of Economics and Political Science, LSE Library.
  • Handle: RePEc:ehl:lserod:112526
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    1. Schurer, Stefanie, 2017. "Bouncing back from health shocks: Locus of control and labor supply," Journal of Economic Behavior & Organization, Elsevier, vol. 133(C), pages 1-20.
    2. Buddelmeyer, Hielke & Powdthavee, Nattavudh, 2016. "Can having internal locus of control insure against negative shocks? Psychological evidence from panel data," Journal of Economic Behavior & Organization, Elsevier, vol. 122(C), pages 88-109.
    3. Marco Caliendo & Deborah A. Cobb-Clark & Arne Uhlendorff, 2015. "Locus of Control and Job Search Strategies," The Review of Economics and Statistics, MIT Press, vol. 97(1), pages 88-103, March.
    4. Fabrice Etilé & Anurag Sharma, 2015. "Do High Consumers of Sugar‐Sweetened Beverages Respond Differently to Price Changes? A Finite Mixture IV‐Tobit Approach," Health Economics, John Wiley & Sons, Ltd., vol. 24(9), pages 1147-1163, September.
    5. Flavio Cunha & James J. Heckman, 2009. "The Economics and Psychology of Inequality and Human DEvelopment," Journal of the European Economic Association, MIT Press, vol. 7(2-3), pages 320-364, 04-05.
    6. Anke Becker & Thomas Deckers & Thomas Dohmen & Armin Falk & Fabian Kosse, 2012. "The Relationship Between Economic Preferences and Psychological Personality Measures," Annual Review of Economics, Annual Reviews, vol. 4(1), pages 453-478, July.
    7. Andrew E. Clark, 2016. "Adaptation and the Easterlin Paradox," Creative Economy, in: Toshiaki Tachibanaki (ed.), Advances in Happiness Research, edition 1, chapter 0, pages 75-94, Springer.
    8. Paul Frijters & David W. Johnston & Michael A. Shields, 2011. "Life Satisfaction Dynamics with Quarterly Life Event Data," Scandinavian Journal of Economics, Wiley Blackwell, vol. 113(1), pages 190-211, March.
    9. Deb, Partha & Trivedi, Pravin K., 2002. "The structure of demand for health care: latent class versus two-part models," Journal of Health Economics, Elsevier, vol. 21(4), pages 601-625, July.
    10. Andrew E. Clark & Ed Diener & Yannis Georgellis & Richard E. Lucas, 2008. "Lags And Leads in Life Satisfaction: a Test of the Baseline Hypothesis," Economic Journal, Royal Economic Society, vol. 118(529), pages 222-243, June.
    11. Flavio Cunha & James J. Heckman & Susanne M. Schennach, 2010. "Estimating the Technology of Cognitive and Noncognitive Skill Formation," Econometrica, Econometric Society, vol. 78(3), pages 883-931, May.
    12. Vincenzo Carrieri & Apostolos Davillas & Andrew M. Jones, 2020. "A latent class approach to inequity in health using biomarker data," Health Economics, John Wiley & Sons, Ltd., vol. 29(7), pages 808-826, July.
    13. Cobb-Clark, Deborah A. & Schurer, Stefanie, 2012. "The stability of big-five personality traits," Economics Letters, Elsevier, vol. 115(1), pages 11-15.
    14. Norris, Fran H. & Tracy, Melissa & Galea, Sandro, 2009. "Looking for resilience: Understanding the longitudinal trajectories of responses to stress," Social Science & Medicine, Elsevier, vol. 68(12), pages 2190-2198, June.
    15. Adrian Bruhin & Ernst Fehr & Daniel Schunk, 2019. "The many Faces of Human Sociality: Uncovering the Distribution and Stability of Social Preferences," Journal of the European Economic Association, European Economic Association, vol. 17(4), pages 1025-1069.
    16. Cobb-Clark, Deborah A. & Kassenboehmer, Sonja C. & Schurer, Stefanie, 2014. "Healthy habits: The connection between diet, exercise, and locus of control," Journal of Economic Behavior & Organization, Elsevier, vol. 98(C), pages 1-28.
    17. Silvia Bacci & Francesco Bartolucci & Giulia Bettin & Claudia Pigini, 2019. "A latent class growth model for migrants’ remittances: an application to the German Socio‐Economic Panel," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 182(4), pages 1607-1632, October.
    18. Galatzer-Levy, Isaac R. & Bonanno, George A., 2012. "Beyond normality in the study of bereavement: Heterogeneity in depression outcomes following loss in older adults," Social Science & Medicine, Elsevier, vol. 74(12), pages 1987-1994.
    19. Cobb-Clark, Deborah A. & Kassenboehmer, Sonja C. & Sinning, Mathias G., 2016. "Locus of control and savings," Journal of Banking & Finance, Elsevier, vol. 73(C), pages 113-130.
    20. Anthony D. Mancini & George A. Bonanno & Andrew E. Clark, 2011. "Stepping Off the Hedonic Treadmill: Individual Differences in Response to Marriage, Divorce, and Spousal Bereavement," PSE-Ecole d'économie de Paris (Postprint) halshs-00654610, HAL.
    21. Deborah A. Cobb‐Clark & Stefanie Schurer, 2013. "Two Economists' Musings on the Stability of Locus of Control," Economic Journal, Royal Economic Society, vol. 0, pages 358-400, August.
    22. Adrian Bruhin & Ernst Fehr & Daniel Schunk, 2019. "Correction to: The Many Faces of Human Sociality: Uncovering the Distribution and Stability of Social Preferences," Journal of the European Economic Association, European Economic Association, vol. 17(4), pages 1335-1335.
    23. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    24. Warn N. Lekfuangfu & Nattavudh Powdthavee & Nele Warrinnier & Francesca Cornaglia, 2018. "Locus of Control and its Intergenerational Implications for Early Childhood Skill Formation," Economic Journal, Royal Economic Society, vol. 128(608), pages 298-329, February.
    25. Crespo Cuaresma, Jesus & Grün, Bettina & Hofmarcher, Paul & Humer, Stefan & Moser, Mathias, 2016. "Unveiling covariate inclusion structures in economic growth regressions using latent class analysis," European Economic Review, Elsevier, vol. 81(C), pages 189-202.
    26. Wedel, M, et al, 1993. "A Latent Class Poisson Regression Model for Heterogeneous Count Data," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 8(4), pages 397-411, Oct.-Dec..
    27. Katrine Bach Habersaat & Cornelia Betsch & Margie Danchin & Cass R. Sunstein & Robert Böhm & Armin Falk & Noel T. Brewer & Saad B. Omer & Martha Scherzer & Sunita Sah & Edward F. Fischer & Andrea E. S, 2020. "Ten considerations for effectively managing the COVID-19 transition," Nature Human Behaviour, Nature, vol. 4(7), pages 677-687, July.
    28. Borghans, L. & Golsteyn, B.H.H. & Heckman, James & Humphries, John Eric, 2011. "Identification problems in personality psychology," Research Memorandum 025, Maastricht University, Maastricht Research School of Economics of Technology and Organization (METEOR).
    29. Asheim, Geir B. & Bossert, Walter & D'Ambrosio, Conchita & Vögele, Claus, 2020. "The measurement of resilience," Journal of Economic Theory, Elsevier, vol. 189(C).
    30. Raffael Kalisch & Dewleen G. Baker & Ulrike Basten & Marco P. Boks & George A. Bonanno & Eddie Brummelman & Andrea Chmitorz & Guillén Fernàndez & Christian J. Fiebach & Isaac Galatzer-Levy & Elbert Ge, 2017. "The resilience framework as a strategy to combat stress-related disorders," Nature Human Behaviour, Nature, vol. 1(11), pages 784-790, November.
    31. Andrew Clark & Fabrice Etilé & Fabien Postel-Vinay & Claudia Senik & Karine Van der Straeten, 2005. "Heterogeneity in Reported Well-Being: Evidence from Twelve European Countries," Economic Journal, Royal Economic Society, vol. 115(502), pages 118-132, March.
    32. Arouri, Mohamed & Nguyen, Cuong & Youssef, Adel Ben, 2015. "Natural Disasters, Household Welfare, and Resilience: Evidence from Rural Vietnam," World Development, Elsevier, vol. 70(C), pages 59-77.
    33. Oswald, Andrew J. & Powdthavee, Nattavudh, 2008. "Does happiness adapt? A longitudinal study of disability with implications for economists and judges," Journal of Public Economics, Elsevier, vol. 92(5-6), pages 1061-1077, June.
    34. Saxonhouse, Gary R, 1976. "Estimated Parameters as Dependent Variables," American Economic Review, American Economic Association, vol. 66(1), pages 178-183, March.
    35. Anna Conte & John D. Hey & Peter G. Moffatt, 2018. "Mixture models of choice under risk," World Scientific Book Chapters, in: Experiments in Economics Decision Making and Markets, chapter 1, pages 3-12, World Scientific Publishing Co. Pte. Ltd..
    36. Brown, Sarah & Durand, Robert B. & Harris, Mark N. & Weterings, Tim, 2014. "Modelling financial satisfaction across life stages: A latent class approach," Journal of Economic Psychology, Elsevier, vol. 45(C), pages 117-127.
    37. Merve Cebi, 2007. "Locus of Control and Human Capital Investment Revisited," Journal of Human Resources, University of Wisconsin Press, vol. 42(4).
    38. Hogg, Daniel & Kingham, Simon & Wilson, Thomas M. & Ardagh, Michael, 2016. "The effects of relocation and level of affectedness on mood and anxiety symptom treatments after the 2011 Christchurch earthquake," Social Science & Medicine, Elsevier, vol. 152(C), pages 18-26.
    39. Caliendo, Marco & Cobb-Clark, Deborah A. & Hennecke, Juliane & Uhlendorff, Arne, 2019. "Locus of control and internal migration," Regional Science and Urban Economics, Elsevier, vol. 79(C).
    40. Adrian Bruhin & Helga Fehr-Duda & Thomas Epper, 2010. "Risk and Rationality: Uncovering Heterogeneity in Probability Distortion," Econometrica, Econometric Society, vol. 78(4), pages 1375-1412, July.
    41. Stephen Pudney, 2008. "The dynamics of perception: modelling subjective wellbeing in a short panel," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 171(1), pages 21-40, January.
    42. Warn N. Lekfuangfu & Nattavudh Powdthavee & Nele Warrinnier & Francesca Cornaglia, 2018. "Locus of Control and its Intergenerational Implications for Early Childhood Skill Formation," Economic Journal, Royal Economic Society, vol. 128(608), pages 298-329, February.
    43. Rosemary Elkins & Stefanie Schurer, 2020. "Exploring the role of parental engagement in non-cognitive skill development over the lifecourse," Journal of Population Economics, Springer;European Society for Population Economics, vol. 33(3), pages 957-1004, July.
    44. Andrew D. McGee, 2015. "How the Perception of Control Influences Unemployed Job Search," ILR Review, Cornell University, ILR School, vol. 68(1), pages 184-211, January.
    45. Flavio Cunha & James J. Heckman, 2009. "The Economics & Psychology of Inequality and Human Development," Working Papers 200905, Geary Institute, University College Dublin.
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    Cited by:

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    2. Stöckel, Jannis & van Exel, Job & Brouwer, Werner B.F., 2023. "Adaptation in life satisfaction and self-assessed health to disability - Evidence from the UK," Social Science & Medicine, Elsevier, vol. 328(C).
    3. Budría, Santiago & Betancourt-Odio, Alejandro & Wirth, Eszter, 2023. "Does Internal Locus of Control Get You Out of Homelessness?," IZA Discussion Papers 16242, Institute of Labor Economics (IZA).
    4. Budría, Santiago & Betancourt-Odio, Alejandro & Wirth, Eszter, 2023. "Does internal locus of control get you out of homelessness?," Economics Letters, Elsevier, vol. 230(C).
    5. Awaworyi Churchill, Sefa & Smyth, Russell, 2022. "Local area crime and energy poverty," Energy Economics, Elsevier, vol. 114(C).
    6. Botha, Ferdi & Dahmann, Sarah C., 2022. "Locus of Control, Self-Control, and Health Outcomes," IZA Discussion Papers 15306, Institute of Labor Economics (IZA).
    7. Awaworyi Churchill, Sefa & Smyth, Russell, 2022. "Locus of control and the mental health effects of local area crime," Social Science & Medicine, Elsevier, vol. 301(C).

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    More about this item

    Keywords

    major life events; mixture model; panel data; psychological health; resilience;
    All these keywords.

    JEL classification:

    • I10 - Health, Education, and Welfare - - Health - - - General
    • C20 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - General
    • C50 - Mathematical and Quantitative Methods - - Econometric Modeling - - - General

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