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Detecting Drivers of Behavior at an Early Age: Evidence from a Longitudinal Field Experiment

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  • Marco Castillo
  • John List
  • Ragan Petrie
  • Anya Samek

Abstract

We use field experiments with nearly 900 children to investigate how skills developed at ages 3-5 drive later-life outcomes. We find that skills map onto three distinct factors - cognitive skills, executive functions, and economic preferences. Returning to the children up to 7 years later, we find that executive functions, but not cognitive skills, predict the likelihood of receiving disciplinary referrals. Economic preferences have an independent effect: children who displayed impatience at ages 3-5 were more likely to receive disciplinary referrals. Random assignment to a parenting program reduced disciplinary referrals. This effect was not mediated by skills or preferences.

Suggested Citation

  • Marco Castillo & John List & Ragan Petrie & Anya Samek, 2021. "Detecting Drivers of Behavior at an Early Age: Evidence from a Longitudinal Field Experiment," Artefactual Field Experiments 00723, The Field Experiments Website.
  • Handle: RePEc:feb:artefa:00723
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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. 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. Marianne Bertrand & Jessica Pan, 2013. "The Trouble with Boys: Social Influences and the Gender Gap in Disruptive Behavior," American Economic Journal: Applied Economics, American Economic Association, vol. 5(1), pages 32-64, January.
    4. 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.
    5. Douglas Almond & Janet Currie & Valentina Duque, 2018. "Childhood Circumstances and Adult Outcomes: Act II," Journal of Economic Literature, American Economic Association, vol. 56(4), pages 1360-1446, December.
    6. 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.
    7. James Heckman, 2011. "Policies to foster human capital," Voprosy obrazovaniya / Educational Studies Moscow, National Research University Higher School of Economics, issue 3, pages 73-137.
    8. Thomas Epper & Ernst Fehr & Helga Fehr-Duda & Claus Thustrup Kreiner & David Dreyer Lassen & Søren Leth-Petersen & Gregers Nytoft Rasmussen, 2020. "Time Discounting and Wealth Inequality," American Economic Review, American Economic Association, vol. 110(4), pages 1177-1205, April.
    9. John Horn, 1965. "A rationale and test for the number of factors in factor analysis," Psychometrika, Springer;The Psychometric Society, vol. 30(2), pages 179-185, June.
    10. Carneiro, Pedro & Heckman, James J., 2003. "Human Capital Policy," IZA Discussion Papers 821, Institute of Labor Economics (IZA).
    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. Carmit Segal, 2013. "Misbehavior, Education, And Labor Market Outcomes," Journal of the European Economic Association, European Economic Association, vol. 11(4), pages 743-779, August.
    13. 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.
    14. Alexander Cappelen & John List & Anya Samek & Bertil Tungodden, 2020. "The Effect of Early-Childhood Education on Social Preferences," Journal of Political Economy, University of Chicago Press, vol. 128(7), pages 2739-2758.
    15. Jonathan Cohen & Keith Marzilli Ericson & David Laibson & John Myles White, 2020. "Measuring Time Preferences," Journal of Economic Literature, American Economic Association, vol. 58(2), pages 299-347, June.
    16. Forsythe Robert & Horowitz Joel L. & Savin N. E. & Sefton Martin, 1994. "Fairness in Simple Bargaining Experiments," Games and Economic Behavior, Elsevier, vol. 6(3), pages 347-369, May.
    17. Christopher Cotton & Brent R. Hickman & John List & Joseph P. Price & Sutanuka Roy, 2020. "Productivity Versus Motivation in Adolescent Human Capital Production: Evidence from a Structurally-Motivated Field Experiment," Working Paper 1444, Economics Department, Queen's University.
    18. Andreoni, James & Di Girolamo, Amalia & List, John A. & Mackevicius, Claire & Samek, Anya, 2020. "Risk preferences of children and adolescents in relation to gender, cognitive skills, soft skills, and executive functions," Journal of Economic Behavior & Organization, Elsevier, vol. 179(C), pages 729-742.
    19. Jin Zhou & Bei Liu & LU Mai, 2020. "The Impact of a Prototypical Home Visiting Program on Child Skills," Working Papers 2020-047, Human Capital and Economic Opportunity Working Group.
    20. Almlund, Mathilde & Duckworth, Angela Lee & Heckman, James & Kautz, Tim, 2011. "Personality Psychology and Economics," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 4, chapter 0, pages 1-181, Elsevier.
    21. James Heckman & Rodrigo Pinto & Peter Savelyev, 2013. "Understanding the Mechanisms through Which an Influential Early Childhood Program Boosted Adult Outcomes," American Economic Review, American Economic Association, vol. 103(6), pages 2052-2086, October.
    22. Benjamin, Daniel J. & Laibson, David & Mischel, Walter & Peake, Philip K. & Shoda, Yuichi & Wellsjo, Alexandra Steiny & Wilson, Nicole L., 2020. "Predicting mid-life capital formation with pre-school delay of gratification and life-course measures of self-regulation," Journal of Economic Behavior & Organization, Elsevier, vol. 179(C), pages 743-756.
    23. 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.
    24. Melissa Osborne & Herbert Gintis & Samuel Bowles, 2001. "The Determinants of Earnings: A Behavioral Approach," Journal of Economic Literature, American Economic Association, vol. 39(4), pages 1137-1176, December.
    25. 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.
    26. Khwaja, Ahmed & Silverman, Dan & Sloan, Frank, 2007. "Time preference, time discounting, and smoking decisions," Journal of Health Economics, Elsevier, vol. 26(5), pages 927-949, September.
    27. 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.
    28. Heckman, James J. & Liu, Bei & Lu, Mai & Zhou, Jin, 2020. "Treatment Effects and the Measurement of Skills in a Prototypical Home Visiting Program," IZA Discussion Papers 13346, Institute of Labor Economics (IZA).
    29. Greg J. Duncan & Katherine Magnuson, 2013. "Investing in Preschool Programs," Journal of Economic Perspectives, American Economic Association, vol. 27(2), pages 109-132, Spring.
    30. Roland G. Fryer Jr & Steven D. Levitt & John A. List & Anya Samek, 2020. "Introducing CogX: A New Preschool Education Program Combining Parent and Child Interventions," NBER Working Papers 27913, National Bureau of Economic Research, Inc.
    31. Lang, Kevin & Ruud, Paul A, 1986. "Returns to Schooling, Implicit Discount Rates and Black-White Wage Differentials," The Review of Economics and Statistics, MIT Press, vol. 68(1), pages 41-47, February.
    32. John A. List, 2020. "Non est Disputandum de Generalizability? A Glimpse into The External Validity Trial," NBER Working Papers 27535, National Bureau of Economic Research, Inc.
    33. Marco Castillo & Jeffrey L Jordan & Ragan Petrie, 2019. "Discount Rates of Children and High School Graduation," The Economic Journal, Royal Economic Society, vol. 129(619), pages 1153-1181.
    34. Roland G. Fryer, Jr. & Steven D. Levitt & John A. List, 2015. "Parental Incentives and Early Childhood Achievement: A Field Experiment in Chicago Heights," NBER Working Papers 21477, National Bureau of Economic Research, Inc.
    35. Bettinger, Eric & Slonim, Robert, 2007. "Patience among children," Journal of Public Economics, Elsevier, vol. 91(1-2), pages 343-363, February.
    36. Janet Currie, 2001. "Early Childhood Education Programs," Journal of Economic Perspectives, American Economic Association, vol. 15(2), pages 213-238, Spring.
    37. 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.
    38. Robert B. Barsky & F. Thomas Juster & Miles S. Kimball & Matthew D. Shapiro, 1997. "Preference Parameters and Behavioral Heterogeneity: An Experimental Approach in the Health and Retirement Study," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(2), pages 537-579.
    39. 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.
    40. Christopher Cotton & Brent R. Hickman & John A. List & Joseph Price & Sutanuka Roy, 2020. "Disentangling Motivation and Study Productivity as Drivers of Adolescent Human Capital Formation: Evidence from a Field Experiment and Structural Analysis," NBER Working Papers 27995, National Bureau of Economic Research, Inc.
    41. Harrison, Glenn W. & Lau, Morten I. & Rutström, E. Elisabet, 2010. "Individual discount rates and smoking: Evidence from a field experiment in Denmark," Journal of Health Economics, Elsevier, vol. 29(5), pages 708-717, September.
    42. 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.
    43. Anders Skrondal & Petter Laake, 2001. "Regression among factor scores," Psychometrika, Springer;The Psychometric Society, vol. 66(4), pages 563-575, December.
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    Cited by:

    1. John A. List & Ragan Petrie & Anya Samek, 2023. "How Experiments with Children Inform Economics," Journal of Economic Literature, American Economic Association, vol. 61(2), pages 504-564, June.
    2. Zvonimir Bašić & Parampreet C. Bindra & Daniela Glätzle-Rützler & Angelo Romano & Matthias Sutter & Claudia Zoller, 2021. "The Roots of Cooperation," ECONtribute Discussion Papers Series 097, University of Bonn and University of Cologne, Germany.
    3. Silvia Angerer & E. Glenn Dutcher & Daniela Glätzle-Rützler & Philipp Lergetporer & Matthias Sutter, 2021. "The Formation of Risk Preferences through Small-Scale Events," CESifo Working Paper Series 9270, CESifo.
    4. Angerer, Silvia & Bolvashenkova, Jana & Glätzle-Rützler, Daniela & Lergetporer, Philipp & Sutter, Matthias, 2023. "Children’s patience and school-track choices several years later: Linking experimental and field data," Journal of Public Economics, Elsevier, vol. 220(C).
    5. Eric A Hanushek & Lavinia Kinneifo & Philipp Lergetporer & Ludger Woessmann, 2022. "Patience, Risk-Taking, and Human Capital Investment Across Countries," The Economic Journal, Royal Economic Society, vol. 132(646), pages 2290-2307.
    6. Silvia Angerer & Jana Bolvashenkova & Daniela Glätzle-Rützler & Philipp Lergetporer & Matthias Sutter, 2021. "Children’s patience and school-track choices several years later: Linking experimental and field data," Discussion Paper Series of the Max Planck Institute for Research on Collective Goods 2021_12, Max Planck Institute for Research on Collective Goods.
    7. Zvonimir Bašic & Parampreet C. Bindra & Daniela Glätzle-Rützler & Angelo Romano & Matthias Sutter & Claudia Zoller, 2024. "The roots of cooperation," Discussion Paper Series of the Max Planck Institute for Research on Collective Goods 2024_02, Max Planck Institute for Research on Collective Goods.

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    More about this item

    JEL classification:

    • C91 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Individual Behavior
    • C93 - Mathematical and Quantitative Methods - - Design of Experiments - - - Field Experiments
    • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty
    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • I26 - Health, Education, and Welfare - - Education - - - Returns to Education

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