Abstract
Building upon the reference dependent preferences model, we develop a theoretical framework to examine the relationship between environment and preferences. To verify the model’s prediction, we use a combined artefactual field experiment and household survey data in Vietnam to investigate whether involvement is risky and has long-run targeted benefits, thereby causing fishermen to exhibit different risk and time preferences than workers in other occupations. Using a structural model approach, we integrate prospect theory and hyperbolic time discounting into a single framework, to simultaneously estimate and correlate the parameters of both risk and time preferences with other demographic variables. The key finding that fishermen are found to be less risk-averse and more patient than others asserts the theoretical prediction about the influence of the working environment on preferences.
Similar content being viewed by others
Notes
All proofs are available from the author upon request.
We relax the assumption in Proposition 1 by allowing the expected value of the risky choice to take any value.
The proof of proposition 4 is available from the author upon request.
For simplicity, hereafter we use the term field experiment to refer to artefactual field experiment. Basically, artefactual field experiments are laboratory experiments conducted with individuals in the field rather than with students in universities. Readers interested in more detailed discussion on the taxonomy of field experiments may refer to Harrison and List (2004).
The average experimental earning for three games was 174,141 dong (about 11 dollars), roughly 6 to 9 days’ wages for casual unskilled labor (Tanaka et al. 2010).
Several households had moved during the period 2002–2005. As such, we finally had 184 participants in the experiments. Among these 184 participants, 3 participants didn’t show up at the experiment or decided not to participate; however, we use information on their household income level to calculate the village’s mean income and some other summary statistics.
In addition to risk and time preferences, we also conducted a trust experiment with the same participants.
We apply the cluster option in Stata which takes into account arbitrary intra-group correlation.
The detailed result is available upon request.
We apply the same procedure used in Train (2003) and Andersen et al. (2008) to draw random sequences in order to ensure good coverage of the intended density with minimal R. This makes it feasible to undertake the simulated maximum likelihood for small-dimensional data set (181 individuals with 18 observation per individual).
References
Abeler, J., Falk, A., Goette, L., & Huffman, D. (2011). Reference points and effort provision. American Economic Review, 101(2), 470–92.
Alesina, A. & Fuchs-Schündeln, N. (2007). “Good Bye Lenin (Or Not?)—The Effect of Communism on People’s Preferences,” American Economic Review, 97, pp. 1507–1528.
Andersen, S., Harrison, G., Lau, M., & Rutström, E. (2008). Eliciting risk and time preferences. Econometrica, 76(3), 583–618.
Becker, G. S. (1993). Nobel lecture: The economic way of looking at behavior. Journal of Political Economy, 101, 385–409.
Becker, G. S. (1996). Accounting for Tastes. Harvard University Press.
Becker, G. S., & Madrigal, V. (1994). The formation of values with habitual behavior. Manuscript, Department of Economics, University of Chicago.
Becker, G. S., & Mulligan, C. B. (1997). The endogenous determination of time preference. Quarterly Journal of Economics, 112, 729–758.
Benhabib, J., Bisin, A., & Schotter, A. (2010). Present-bias, quasi-hyperbolic discounting, and fixed costs. Games and Economic Behavior, 69(1), 205–223.
Bisin, A., & Verdier, T. (1998). On the cultural transmission of preferences for social status. Journal of Public Economics, 70, 75–97.
Booth, A.L., and Nolen, P. (2009). Gender differences in risk behaviour: Does nurture matter? CEPR Discussion Paper No. 7198, March.
Bouma, J., Bulte, E., & van Soest, D. (2008). Trust and cooperation: Social capital and community resource management. Journal of Environmental Economics and Management, 56, 155–166.
Cramer, J. S., Hartog, J., Jonker, N., & Van Pragg, C. M. (2002). Low risk aversion encourages the choice for entrepreneurship: An empirical test of a truism. Journal of Economic Behavior and Organization, 48, 29–36.
Crawford, V. P., & Meng, J. (2011). New York City cabdrivers’ labor supply revisited: Reference-dependent preferences with rational-expectations targets for hours and income. American Economic Review, 101(4), 1912–1932.
de Palma, A., Ben-Akiva, M., Brownstone, D., Holt, C., Magnac, T., McFadden, D., et al. (2008). Risk, uncertainty and discrete choice models. Marketing Letters, 19, 269–285.
DellaVigna, S., & Paserman, M. D. (2005). Job search and impatience. Journal of Labor Economics, 23, 527–588.
Dohmen, T., Falk, A., Huffman, D., Sunde, J. S., & Wagner, G. G. (2011). Individual risk attitudes: Evidence from a large representative, experimentally validated survey. Journal of the European Economic Association, 9(3), 522–550.
Gaudecker, H.M., Soest, A., & Wengström, E. (2009). Heterogeneity in risky choice behavior in a broad population. IZA Working Paper.
Gine, X., Martinet Bravo, M., & Vidal-Fernandez, M. (2009). Intertemporal substitution or reference dependent preferences? Evidence from daily labor supply of Southern Indian fishermen. Working Paper.
Gneezy, U., Leonard, K., & List, J. (2009). Gender differences in competition: Evidence from a matrilineal and a patriarchal society. Econometrica, 77(5), 1637–1664.
Greene, W. (2003). Econometric Analysis. Prentice Hall.
Harrison, G. W., & List, J. A. (2004). Field experiments. Journal of Economic Literature, 32, 1009–1055.
Kahneman, D., & Tversky, A. (1979). Prospect theory: An analysis of decision under risk. Econometrica, 47, 263–291.
King, A. G. (1974). Occupational choice, risk aversion, and wealth. Industrial and Labor Relations Review, 27(4), 586–596.
Kőszegi, B., & Rabin, M. (2006). A model of reference-dependent preferences. Quarterly Journal of Economics, 121(4), 1133–1165.
Kőszegi, B., & Rabin, M. (2007). Reference-dependent risk attitudes. American Economic Review, 97(4), 1047–1073.
Kőszegi, B., & Rabin, M. (2009). Reference-dependent consumption plans. American Economic Review, 99(3), 909–36.
Levitt, S. D., & List, J. A. (2007). What do laboratory experiments measuring social preferences reveal about the real world? Journal of Economic Perspective, 21(2), 153–174.
Matthey, A. (2006). Yesterday’s expectation of tomorrow determines what you do today: The role of reference-dependent utility from expectations. Mimeo: Max Planck Institute of Economics.
Matthey, A., & Dwenger, N. (2007). Don’t aim too high: the potential costs of high aspirations. Jena Economic Research Papers No. 2007–097.
Mulligan, C. B. (1997). Parental priorities and economic inequality. Chicago: University of Chicago Press.
Nguyen, D. T. (2002). Fishermen Communities in Vietnam. Hanoi: Social Sciences Publishing House.
Palacios-Huarta, I., & Santos, T. J. (2004). A theory of markets, institutions, and endogenous preferences. Journal of Public Economics, 88(3–4), 601–627.
Paserman, M. D. (2008). Job search and hyperbolic discounting: Structural estimation and policy evaluation. Economic Journal, 118(531), 1418–1452.
Pennings, J., & Smidts, A. (2003). The shape of utility functions and organizational behavior. Management Science, 49, 1251–1263.
Pope, D. G., & Schweitzer, M. E. (2011). Is Tiger Woods loss averse? Persistent bias in the face of experience, competition, and high stakes. American Economics Review, 101(1), 129–157.
Posner, R. A. (1997). Social norms and the law. American Economic Review Papers and Proceedings, 87, 365–369.
Prelec, D. (1998). The probability weighting function. Econometrica, 66(3), 497–527.
Smith, M. D., & Wilen, J. E. (2005). Heterogeneous and correlated risk preferences in commercial fishermen: The perfect storm dilemma. Journal of Risk and Uncertainty, 31(1), 53–71.
Sprenger, C. D. (2010). An endowment effect for risk: Experimental tests of stochastic reference points. Working paper, University of San Diego.
Strotz, R. (1956). Myopia and inconsistency in dynamic utility maximization. Review of Economic Studies, 23, 165–80.
Sunstein, C. R. (1993). Endogenous preferences, environmental law. Journal of Legal Studies, 22, 217–254.
Tanaka, T., Camerer, C., & Nguyen, Q. (2010). Risk and time preferences: Linking experimental and household data from Vietnam. American Economic Review, 100, 557–71.
Train, K. (2003). Discrete Choice Methods with Simulation, Cambridge University Press.
Tversky, A., & Kahneman, D. (1991). Loss aversion in riskless choice: a reference-dependent model. The Quarterly Journal of Economics, 106, 1039–1061.
Tversky, A., & Kahneman, D. (1992). Advances in prospect theory: Cumulative representation of uncertainty. Journal of Risk and Uncertainty, 5(4), 297–323.
Vietnam Living Standard Survey. (2002). Vietnam Living Standard Household Survey. General Statistical Office.
Viscusi, W. K., & Hersch, J. (2001). Cigarette smokers as job risk takers. Review of Economics and Statistics, 83(2), 269–280.
Yesuf, M., & Bluffstone, R. (2009). Poverty, risk aversion and path dependence in low income countries: Experimental evidence from Ethiopia. American Journal of Agricultural Economics, 91(4), 1022–37.
Acknowledgements
I would like to thank Tomomi Tanaka and Colin Camerer for great support and suggestions. The Editor Kip Viscusi and an anonymous referee have provided great comments to improve the manuscript. I am grateful for a Behavioral Economics Small Grant from the Russell Sage Foundation, a grant from Advanced Studies on International Development, and internal Caltech funds to Prof. Colin Camerer. Thanks to our research coordinators, Phan Dinh Khoi, Huynh Truong Huy, Nguyen Anh Quan, Nguyen Mau Dung, and research assistants, Bui Thanh Sang, Nguyen The Du, Ngo Nguyen Thanh Tam, Pham Thanh Xuan, Nguyen Minh Duc, Tran Quang Trung, and Tran Tat Nhat. We also thank Nguyen, the Quan of the General Statistical Office, for allowing us to access the 2002 household survey data.
Author information
Authors and Affiliations
Corresponding author
Appendices
Appendix 1
Appendix 2
Rights and permissions
About this article
Cite this article
Nguyen, Q. Does nurture matter: Theory and experimental investigation on the effect of working environment on risk and time preferences. J Risk Uncertain 43, 245–270 (2011). https://doi.org/10.1007/s11166-011-9130-4
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11166-011-9130-4
Keywords
- Endogenous preferences
- Experimental economics
- Prospect theory
- Hyperbolic discounting
- Risk behavior
- Vietnam fishermen