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Daily Needs, Income Targets and Labor Supply: Evidence from Kenya

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  • Pascaline Dupas
  • Jonathan Robinson

Abstract

Many studies suggest that daily income earners behave as if they have daily income targets. Less work has examined the determinants of the targets themselves. Using data on labor supply, shocks, and self-reported cash needs from 257 bicycle taxi drivers in Western Kenya, we provide evidence that many individuals treat their daily cash need as the day's target. We conjecture that in a physically demanding job, workers may have an incentive to quit early and so set a personal rule of "earning enough for the day's need" as an internal commitment device to provide effort. This heuristic is more common among less educated workers and has substantial welfare costs: greater variance in hours worked is associated with worse health, and we estimate that workers would earn 5% more by working a set number of hours each day (more if their wage elasticity were positive).

Suggested Citation

  • Pascaline Dupas & Jonathan Robinson, 2013. "Daily Needs, Income Targets and Labor Supply: Evidence from Kenya," NBER Working Papers 19264, National Bureau of Economic Research, Inc.
    • Handle: RePEc:nbr:nberwo:19264
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    References listed on IDEAS

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    1. Colin Camerer & Linda Babcock & George Loewenstein & Richard Thaler, 1997. "Labor Supply of New York City Cabdrivers: One Day at a Time," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(2), pages 407-441.
    2. 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.
    3. Tanjim Hossain & John A. List, 2012. "The Behavioralist Visits the Factory: Increasing Productivity Using Simple Framing Manipulations," Management Science, INFORMS, vol. 58(12), pages 2151-2167, December.
    4. Vincent P. Crawford & Juanjuan Meng, 2011. "New York City Cab Drivers' Labor Supply Revisited: Reference-Dependent Preferences with Rational-Expectations Targets for Hours and Income," American Economic Review, American Economic Association, vol. 101(5), pages 1912-1932, August.
    5. Botond Kőszegi & Matthew Rabin, 2006. "A Model of Reference-Dependent Preferences," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(4), pages 1133-1165.
    6. Pascaline Dupas & Sarah Green & Anthony Keats & Jonathan Robinson, 2014. "Challenges in Banking the Rural Poor: Evidence from Kenya's Western Province," NBER Chapters, in: African Successes, Volume III: Modernization and Development, pages 63-101, National Bureau of Economic Research, Inc.
    7. Raj Chetty, 2012. "Bounds on Elasticities With Optimization Frictions: A Synthesis of Micro and Macro Evidence on Labor Supply," Econometrica, Econometric Society, vol. 80(3), pages 969-1018, May.
    8. Doran, Kirk, 2014. "Are long-term wage elasticities of labor supply more negative than short-term ones?," Economics Letters, Elsevier, vol. 122(2), pages 208-210.
    9. Pascaline Dupas & Jonathan Robinson, 2013. "Savings Constraints and Microenterprise Development: Evidence from a Field Experiment in Kenya," American Economic Journal: Applied Economics, American Economic Association, vol. 5(1), pages 163-192, January.
    10. Ned Augenblick & Muriel Niederle & Charles Sprenger, 2013. "Working Over Time: Dynamic Inconsistency in Real Effort Tasks," NBER Working Papers 18734, National Bureau of Economic Research, Inc.
    11. Suresh de Mel & David McKenzie & Christopher Woodruff, 2009. "Returns to Capital in Microenterprises: Evidence from a Field Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(1), pages 423-423.
    12. Jonathan Robinson & Ethan Yeh, 2011. "Transactional Sex as a Response to Risk in Western Kenya," American Economic Journal: Applied Economics, American Economic Association, vol. 3(1), pages 35-64, January.
    13. Suresh de Mel & David McKenzie & Christopher Woodruff, 2010. "Who are the Microenterprise Owners? Evidence from Sri Lanka on Tokman versus De Soto," NBER Chapters, in: International Differences in Entrepreneurship, pages 63-87, National Bureau of Economic Research, Inc.
    14. Matthew Rabin, 2000. "Risk Aversion and Expected-Utility Theory: A Calibration Theorem," Econometrica, Econometric Society, vol. 68(5), pages 1281-1292, September.
    15. Ernst Fehr & Lorenz Goette, 2007. "Do Workers Work More if Wages Are High? Evidence from a Randomized Field Experiment," American Economic Review, American Economic Association, vol. 97(1), pages 298-317, March.
    16. Pascaline Dupas & Jonathan Robinson, 2013. "Why Don't the Poor Save More? Evidence from Health Savings Experiments," American Economic Review, American Economic Association, vol. 103(4), pages 1138-1171, June.
    17. Dupas, Pascaline & Robinson, Jonathan, 2012. "The (hidden) costs of political instability: Evidence from Kenya's 2007 election crisis," Journal of Development Economics, Elsevier, vol. 99(2), pages 314-329.
    18. Halliday, Timothy J., 2012. "Intra-household labor supply, migration, and subsistence constraints in a risky environment: Evidence from rural El salvador," European Economic Review, Elsevier, vol. 56(6), pages 1001-1019.
    19. Gerald S. Oettinger, 1999. "An Empirical Analysis of the Daily Labor Supply of Stadium Vendors," Journal of Political Economy, University of Chicago Press, vol. 107(2), pages 360-392, April.
    20. Shlomo Benartzi & Richard Thaler, 2007. "Heuristics and Biases in Retirement Savings Behavior," Journal of Economic Perspectives, American Economic Association, vol. 21(3), pages 81-104, Summer.
    21. Henry S. Farber, 2008. "Reference-Dependent Preferences and Labor Supply: The Case of New York City Taxi Drivers," American Economic Review, American Economic Association, vol. 98(3), pages 1069-1082, June.
    22. Daniel J. Benjamin & Sebastian A. Brown & Jesse M. Shapiro, 2013. "Who Is ‘Behavioral’? Cognitive Ability And Anomalous Preferences," Journal of the European Economic Association, European Economic Association, vol. 11(6), pages 1231-1255, December.
    23. Henry S. Farber, 2005. "Is Tomorrow Another Day? The Labor Supply of New York City Cabdrivers," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 46-82, February.
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    2. Berber Kramer, 2016. "When expectations become aspirations: reference-dependent preferences and liquidity constraints," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 61(4), pages 685-721, April.
    3. Gomez-Gonzalez, Jose E. & Castro-Pantoja, John D. & Díaz-Barreto, Laura C. & Mora-Arbeláez, Tatiana A. & Rodriguez-Novoa, Daniela, 2021. "Bancarization and violent attacks from guerrilla and other illegal groups in Colombia," Socio-Economic Planning Sciences, Elsevier, vol. 78(C).
    4. Supreet Kaur & Michael Kremer & Sendhil Mullainathan, 2015. "Self-Control at Work," Journal of Political Economy, University of Chicago Press, vol. 123(6), pages 1227-1277.
    5. Masekesa, Faith & Munro, Alistair, 2020. "Intra-household inequality, fairness and productivity. Evidence from a real effort experiment," World Development, Elsevier, vol. 127(C).
    6. Immanuel Lampe & Daniel Würtenberger, 2019. "Loss Aversion And The Demand For Index Insurance," Working Papers on Finance 1907, University of St. Gallen, School of Finance.

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    More about this item

    JEL classification:

    • C93 - Mathematical and Quantitative Methods - - Design of Experiments - - - Field Experiments
    • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
    • J22 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Time Allocation and Labor Supply

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