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Are economic preferences shaped by the family context? The relation of birth order and siblings’ gender composition to economic preferences

Author

Listed:
  • Lena Detlefsen

    (Kiel Institute for the World Economy)

  • Andreas Friedl

    (Kiel Institute for the World Economy)

  • Katharina Lima Miranda

    (Kiel Institute for the World Economy)

  • Ulrich Schmidt

    (University of Kiel
    University of Johannesburg)

  • Matthias Sutter

    (Max Planck Institute for Research On Collective Goods
    University of Innsbruck
    University of Cologne)

Abstract

The formation of economic preferences in childhood and adolescence has long-term consequences for life outcomes. We study in an experiment how both birth order and siblings’ gender composition are related to risk, time, and social preferences. We find that second-born children are typically less patient, more risk-tolerant, and more trusting. However, siblings’ gender composition interacts importantly with birth order effects. Second-born children are more risk-taking only with same-gender siblings. In mixed-gender environments, children seem to identify with the gender stereotype that boys are much more willing to take risks than girls, irrespective of birth order. For trust and trustworthiness, birth order effects are larger with mixed-gender siblings. Only for patience, siblings’ gender composition does not matter.

Suggested Citation

  • Lena Detlefsen & Andreas Friedl & Katharina Lima Miranda & Ulrich Schmidt & Matthias Sutter, 2024. "Are economic preferences shaped by the family context? The relation of birth order and siblings’ gender composition to economic preferences," Journal of Risk and Uncertainty, Springer, vol. 69(1), pages 1-31, August.
    • Handle: RePEc:kap:jrisku:v:69:y:2024:i:1:d:10.1007_s11166-024-09433-7
    DOI: 10.1007/s11166-024-09433-7
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    1. Bart H.H. Golsteyn & Hans Grönqvist & Lena Lindahl, 2014. "Adolescent Time Preferences Predict Lifetime Outcomes," Economic Journal, Royal Economic Society, vol. 124(580), pages 739-761, November.
    2. Imai, Taisuke & Rutter, Tom & Camerer, Colin, 2019. "Meta-Analysis of Present-Bias Estimation Using Convex Time Budgets," MetaArXiv mjvt5, Center for Open Science.
    3. Thomas Dohmen & Armin Falk & David Huffman & Uwe Sunde, 2010. "Are Risk Aversion and Impatience Related to Cognitive Ability?," American Economic Review, American Economic Association, vol. 100(3), pages 1238-1260, June.
    4. Catherine C. Eckel & Philip J. Grossman, 2002. "Sex Differences and Statistical Stereotyping in Attitudes Toward Financial Risk," Monash Economics Working Papers archive-03, Monash University, Department of Economics.
    5. Ernst Fehr & Georg Kirchsteiger & Arno Riedl, 1993. "Does Fairness Prevent Market Clearing? An Experimental Investigation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(2), pages 437-459.
    6. Alison Booth & Hiau Kee, 2009. "Birth order matters: the effect of family size and birth order on educational attainment," Journal of Population Economics, Springer;European Society for Population Economics, vol. 22(2), pages 367-397, April.
    7. Lahav, Eyal & Benzion, Uri & Shavit, Tal, 2010. "Subjective time discount rates among teenagers and adults: Evidence from Israel," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 39(4), pages 458-465, August.
    8. Kosse, Fabian & Pfeiffer, Friedhelm, 2012. "Impatience among preschool children and their mothers," Economics Letters, Elsevier, vol. 115(3), pages 493-495.
    9. Andreoni, James & Kuhn, Michael A. & List, John A. & Samek, Anya & Sokal, Kevin & Sprenger, Charles, 2019. "Toward an understanding of the development of time preferences: Evidence from field experiments," Journal of Public Economics, Elsevier, vol. 177(C), pages 1-1.
    10. Sutter, Matthias & Kocher, Martin G., 2007. "Trust and trustworthiness across different age groups," Games and Economic Behavior, Elsevier, vol. 59(2), pages 364-382, May.
    11. Matthias Sutter & Martin G. Kocher & Daniela Glätzle-Rützler & Stefan T. Trautmann, 2013. "Impatience and Uncertainty: Experimental Decisions Predict Adolescents' Field Behavior," American Economic Review, American Economic Association, vol. 103(1), pages 510-531, February.
    12. Sandra E. Black & Paul J. Devereux & Kjell G. Salvanes, 2005. "The More the Merrier? The Effect of Family Size and Birth Order on Children's Education," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(2), pages 669-700.
    13. Stephen Knack & Philip Keefer, 1997. "Does Social Capital Have an Economic Payoff? A Cross-Country Investigation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(4), pages 1251-1288.
    14. Taisuke Imai & Tom A Rutter & Colin F Camerer, 2021. "Meta-Analysis of Present-Bias Estimation using Convex Time Budgets," The Economic Journal, Royal Economic Society, vol. 131(636), pages 1788-1814.
    15. Sandra E. Black & Paul J. Devereux & Kjell G. Salvanes, 2011. "Older and Wiser? Birth Order and IQ of Young Men," CESifo Economic Studies, CESifo Group, vol. 57(1), pages 103-120, March.
    16. Armin Falk & Fabian Kosse & Pia Pinger & Hannah Schildberg-Hörisch & Thomas Deckers, 2021. "Socioeconomic Status and Inequalities in Children’s IQ and Economic Preferences," Journal of Political Economy, University of Chicago Press, vol. 129(9), pages 2504-2545.
    17. Lima de Miranda, Katharina, 2019. "Mindfulness, preferences and well-being: Mindfulness predicts adolescents' field behaviour," Kiel Working Papers 2127, Kiel Institute for the World Economy (IfW Kiel).
    18. Stephan Meier & Charles Sprenger, 2010. "Present-Biased Preferences and Credit Card Borrowing," American Economic Journal: Applied Economics, American Economic Association, vol. 2(1), pages 193-210, January.
    19. Dudek, Thomas & Brenøe, Anne Ardila & Feld, Jan & Rohrer, Julia, 2022. "No Evidence That Siblings' Gender Affects Personality across Nine Countries," IZA Discussion Papers 15137, Institute of Labor Economics (IZA).
    20. Golsteyn, Bart H.H. & Magnée, Cécile A.J., 2020. "Does sibling gender affect personality traits?," Economics of Education Review, Elsevier, vol. 77(C).
    21. Sanni Breining & Joseph Doyle & David N. Figlio & Krzysztof Karbownik & Jeffrey Roth, 2020. "Birth Order and Delinquency: Evidence from Denmark and Florida," Journal of Labor Economics, University of Chicago Press, vol. 38(1), pages 95-142.
    22. Jasmin Kantarevic & Stéphane Mechoulan, 2006. "Birth Order, Educational Attainment, and Earnings: An Investigation Using the PSID," Journal of Human Resources, University of Wisconsin Press, vol. 41(4).
    23. Christopher Chabris & David Laibson & Carrie Morris & Jonathon Schuldt & Dmitry Taubinsky, 2008. "Individual laboratory-measured discount rates predict field behavior," Journal of Risk and Uncertainty, Springer, vol. 37(2), pages 237-269, December.
    24. Emily Oster, 2019. "Unobservable Selection and Coefficient Stability: Theory and Evidence," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(2), pages 187-204, April.
    25. Peter, Noemi & Lundborg, Petter & Mikkelsen, Sara & Webbink, Dinand, 2018. "The effect of a sibling’s gender on earnings and family formation," Labour Economics, Elsevier, vol. 54(C), pages 61-78.
    26. Kosse, Fabian & Tincani, Michaela M., 2020. "Prosociality predicts labor market success around the world," Munich Reprints in Economics 75115, University of Munich, Department of Economics.
    27. Sandra E. Black & Erik Grönqvist & Björn Öckert, 2018. "Born to Lead? The Effect of Birth Order on Noncognitive Abilities," The Review of Economics and Statistics, MIT Press, vol. 100(2), pages 274-286, May.
    28. Khwaja, Ahmed & Sloan, Frank & Salm, Martin, 2006. "Evidence on preferences and subjective beliefs of risk takers: The case of smokers," International Journal of Industrial Organization, Elsevier, vol. 24(4), pages 667-682, July.
    29. V. Hotz & Juan Pantano, 2015. "Strategic parenting, birth order, and school performance," Journal of Population Economics, Springer;European Society for Population Economics, vol. 28(4), pages 911-936, October.
    30. Armin Falk & Anke Becker & Thomas Dohmen & Benjamin Enke & David B. Huffman & Uwe Sunde, 2017. "Global Evidence on Economic Preferences," NBER Working Papers 23943, National Bureau of Economic Research, Inc.
    31. Cárdenas, Juan-Camilo & Dreber, Anna & von Essen, Emma & Ranehill, Eva, 2012. "Gender differences in competitiveness and risk taking: Comparing children in Colombia and Sweden," Journal of Economic Behavior & Organization, Elsevier, vol. 83(1), pages 11-23.
    32. Michal Bauer & Julie Chytilová & Barbara Pertold-Gebicka, 2014. "Parental background and other-regarding preferences in children," Experimental Economics, Springer;Economic Science Association, vol. 17(1), pages 24-46, March.
    33. James J. Heckman & Jora Stixrud & Sergio Urzua, 2006. "The Effects of Cognitive and Noncognitive Abilities on Labor Market Outcomes and Social Behavior," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 411-482, July.
    34. Fabian Kosse & Michela M. Tincani, 2020. "Prosociality predicts labor market success around the world," Nature Communications, Nature, vol. 11(1), pages 1-6, December.
    35. William Boyce & Torbjorn Torsheim & Candace Currie & Alessio Zambon, 2006. "The Family Affluence Scale as a Measure of National Wealth: Validation of an Adolescent Self-Report Measure," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 78(3), pages 473-487, September.
    36. Armin Falk & Anke Becker & Thomas Dohmen & David Huffman & Uwe Sunde, 2023. "The Preference Survey Module: A Validated Instrument for Measuring Risk, Time, and Social Preferences," Management Science, INFORMS, vol. 69(4), pages 1935-1950, April.
    37. Laura M. Argys & Daniel I. Rees & Susan L. Averett & Benjama Witoonchart, 2006. "Birth Order and Risky Adolescent Behavior," Economic Inquiry, Western Economic Association International, vol. 44(2), pages 215-233, April.
    38. Armin Falk & Anke Becker & Thomas Dohmen & Benjamin Enke & David Huffman & Uwe Sunde, 2018. "Global Evidence on Economic Preferences," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(4), pages 1645-1692.
    39. Bettinger, Eric & Slonim, Robert, 2007. "Patience among children," Journal of Public Economics, Elsevier, vol. 91(1-2), pages 343-363, February.
    40. Joensen, Juanna Schrøter & Nielsen, Helena Skyt, 2018. "Spillovers in education choice," Journal of Public Economics, Elsevier, vol. 157(C), pages 158-183.
    41. Urs Fischbacher, 2007. "z-Tree: Zurich toolbox for ready-made economic experiments," Experimental Economics, Springer;Economic Science Association, vol. 10(2), pages 171-178, June.
    42. Thomas Dohmen & Armin Falk & David Huffman & Uwe Sunde, 2012. "The Intergenerational Transmission of Risk and Trust Attitudes," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(2), pages 645-677.
    43. Meier, Stephan & Sprenger, Charles D., 2013. "Discounting financial literacy: Time preferences and participation in financial education programs," Journal of Economic Behavior & Organization, Elsevier, vol. 95(C), pages 159-174.
    44. Brenøe, Anne Ardila & Epper, Thomas, 2022. "Parenting values and the intergenerational transmission of time preferences," European Economic Review, Elsevier, vol. 148(C).
    45. Felix Holzmeister & Matthias Stefan, 2021. "The risk elicitation puzzle revisited: Across-methods (in)consistency?," Experimental Economics, Springer;Economic Science Association, vol. 24(2), pages 593-616, June.
    46. Rudolf Kerschbamer & Matthias Sutter & Uwe Dulleck, 2017. "How Social Preferences Shape Incentives in (Experimental) Markets for Credence Goods," Economic Journal, Royal Economic Society, vol. 127(600), pages 393-416, March.
    47. Sutter, Matthias & Zoller, Claudia & Glätzle-Rützler, Daniela, 2019. "Economic behavior of children and adolescents – A first survey of experimental economics results," European Economic Review, Elsevier, vol. 111(C), pages 98-121.
    48. David Cesarini & Christopher T. Dawes & Magnus Johannesson & Paul Lichtenstein & Björn Wallace, 2009. "Genetic Variation in Preferences for Giving and Risk Taking," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(2), pages 809-842.
    49. Buchan, Nancy R. & Croson, Rachel T.A. & Solnick, Sara, 2008. "Trust and gender: An examination of behavior and beliefs in the Investment Game," Journal of Economic Behavior & Organization, Elsevier, vol. 68(3-4), pages 466-476, December.
    50. Jee-Yeon K. Lehmann & Ana Nuevo-Chiquero & Marian Vidal-Fernandez, 2018. "The Early Origins of Birth Order Differences in Children’s Outcomes and Parental Behavior," Journal of Human Resources, University of Wisconsin Press, vol. 53(1), pages 123-156.
    51. Joseph Price, 2008. "Parent-Child Quality Time: Does Birth Order Matter?," Journal of Human Resources, University of Wisconsin Press, vol. 43(1).
    52. Catherine C. Eckel & Philip J. Grossman, 2008. "Forecasting Risk Attitudes: An Experimental Study Using Actual and Forecast Gamble Choices," Monash Economics Working Papers archive-01, Monash University, Department of Economics.
    53. Castillo, Marco & Jordan, Jeffrey L. & Petrie, Ragan, 2018. "Children’s rationality, risk attitudes and field behavior," European Economic Review, Elsevier, vol. 102(C), pages 62-81.
    54. Rudolf Kerschbamer & Matthias Sutter & Uwe Dulleck, 2017. "How Social Preferences Shape Incentives in (Experimental) Markets for Credence Goods," Economic Journal, Royal Economic Society, vol. 127(600), pages 393-416, March.
    55. Massimo Anelli & Giovanni Peri, 2015. "Editor's Choice Gender of Siblings and Choice of College Major," CESifo Economic Studies, CESifo Group, vol. 61(1), pages 53-71.
    56. Dai, Xianhua & Heckman, James J., 2013. "Older siblings' contributions to young child's cognitive skills," Economic Modelling, Elsevier, vol. 35(C), pages 235-248.
    57. Shyamal Chowdhury & Matthias Sutter & Klaus F. Zimmermann, 2022. "Economic Preferences across Generations and Family Clusters: A Large-Scale Experiment in a Developing Country," Journal of Political Economy, University of Chicago Press, vol. 130(9), pages 2361-2410.
    58. Ingvild Almås & Alexander W. Cappelen & Kjell G. Salvanes & Erik Ø. Sørensen & Bertil Tungodden, 2016. "What Explains the Gender Gap in College Track Dropout? Experimental and Administrative Evidence," American Economic Review, American Economic Association, vol. 106(5), pages 296-302, May.
    59. Sule Alan & Seda Ertac, 2018. "Fostering Patience in the Classroom: Results from Randomized Educational Intervention," Journal of Political Economy, University of Chicago Press, vol. 126(5), pages 1865-1911.
    60. Behrman, Jere R & Taubman, Paul, 1986. "Birth Order, Schooling, and Earnings," Journal of Labor Economics, University of Chicago Press, vol. 4(3), pages 121-145, July.
    61. Castillo, Marco & Ferraro, Paul J. & Jordan, Jeffrey L. & Petrie, Ragan, 2011. "The today and tomorrow of kids: Time preferences and educational outcomes of children," Journal of Public Economics, Elsevier, vol. 95(11), pages 1377-1385.
    62. Rachel Croson & Uri Gneezy, 2009. "Gender Differences in Preferences," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 448-474, June.
    63. Chetan Dave & Catherine Eckel & Cathleen Johnson & Christian Rojas, 2010. "Eliciting risk preferences: When is simple better?," Journal of Risk and Uncertainty, Springer, vol. 41(3), pages 219-243, December.
    64. Kieron Barclay & Martin Kolk, 2015. "Birth Order and Mortality: A Population-Based Cohort Study," Demography, Springer;Population Association of America (PAA), vol. 52(2), pages 613-639, April.
    65. Berg Joyce & Dickhaut John & McCabe Kevin, 1995. "Trust, Reciprocity, and Social History," Games and Economic Behavior, Elsevier, vol. 10(1), pages 122-142, July.
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    More about this item

    Keywords

    Birth order; Siblings’ gender composition; Economic preferences; Experiment;
    All these keywords.

    JEL classification:

    • C93 - Mathematical and Quantitative Methods - - Design of Experiments - - - Field Experiments
    • D10 - Microeconomics - - Household Behavior - - - General
    • D90 - Microeconomics - - Micro-Based Behavioral Economics - - - General
    • J12 - Labor and Demographic Economics - - Demographic Economics - - - Marriage; Marital Dissolution; Family Structure

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