Abstract
A wide range of abilities beyond cognitive skills, including motivation, effort, and perseverance, plays an important role in shaping one’s prospects in the labor market and overall life outcomes. However, little is known about the role of education in improving these abilities, especially among teenagers for whom they are observed to be particularly malleable. We address two questions: can remedial educational interventions improve perseverance during adolescence? And, can we expect heterogeneous effects by gender? We take advantage of an education program for under-performing secondary school students implemented in Spain, and we consider testing behaviors and, in particular test endurance, as a measure of perseverance. We find that the program had a substantial positive effect on test endurance, with effects ranging from 0.04 to 0.05 of one standard deviation. This effect is particularly pronounced for girls, where the corresponding figure is 0.09 of one standard deviation.
References
Akyol, P., K. Krishna, and J. Wang. 2021. “Taking PISA Seriously: How Accurate are Low-Stakes Exams?” Journal of Labor Research 42: 1–60. https://doi.org/10.1007/s12122-021-09317-8.Search in Google Scholar
Alan, S., and S. Ertac. 2018. “Fostering Patience in the Classroom: Results from Randomized Educational Intervention.” Journal of Political Economy 126 (5): 1865–911. https://doi.org/10.1086/699007.Search in Google Scholar
Alan, S., T. Boneva, and S. Ertac. 2019. “Ever Failed, Try Again, Succeed Better: Results from a Randomized Educational Intervention on Grit.” Quarterly Journal of Economics 134 (3): 1121–62. https://doi.org/10.1093/qje/qjz006.Search in Google Scholar
Almlund, M., A. Duckworth, J. Heckman, and T. Kautz. 2011. “Personality Psychology and Economics.” In Handbook of the Economics of Education, Vol. 4, Chapter 1, 1–181. Amsterdam: Elsevier.10.1016/B978-0-444-53444-6.00001-8Search in Google Scholar
Altonji, J. G., T. E. Elder, and C. R. Taber. 2005. “Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools.” Journal of Political Economy 113 (1): 151–84. https://doi.org/10.1086/426036.Search in Google Scholar
Aucejo, E., and J. James. 2021. “The Path to College Education: The Role of Math and Verbal Skills.” Journal of Political Economy 129 (10): 2905–46. https://doi.org/10.1086/715417.Search in Google Scholar
Autor, D., D. Figlio, K. Karbownik, J. Roth, and M. Wasserman. 2023. “Males at the Tails: How Socioeconomic Status Shapes the Gender Gap.” The Economic Journal 133 (656): 3136–52. https://doi.org/10.1093/ej/uead069.Search in Google Scholar
Balart, P., and M. Oosterveen. 2019. “Females Show More Sustained Performance During Test-Taking than Males.” Nature Communications 10: 3798. https://doi.org/10.1038/s41467-019-11691-y.Search in Google Scholar
Balart, P., M. Oosterveen, and D. Webbink. 2018. “Test Scores, Noncognitive Skills and Economic Growth.” Economics of Education Review 63: 134–53. https://doi.org/10.1016/j.econedurev.2017.12.004.Search in Google Scholar
Battaglia, M., and L. Lebedinski. 2015. “Equal Access to Education: An Evaluation of the Roma Teaching Assistant Program in Serbia.” World Development 76: 62–81. https://doi.org/10.1016/j.worlddev.2015.06.009.Search in Google Scholar
Bertrand, M., and J. Pan. 2013. “The Trouble with Boys: Social Influences and the Gender Gap in Disruptive Behavior.” American Economic Journal: Applied Economics 5 (1): 32–64. https://doi.org/10.1257/app.5.1.32.Search in Google Scholar
Bettinger, E., S. Ludvigsen, M. Rege, I. F. Solli, and D. Yeager. 2018. “Increasing Perseverance in Math: Evidence from a Field Experiment in Norway.” Journal of Economic Behavior & Organization 146: 1–15. https://doi.org/10.1016/j.jebo.2017.11.032.Search in Google Scholar
Borghans, L., and T. Schils. 2018. “Decomposing Achievement Test Scores into Measures of Cognitive and Noncognitive Skills.” Working Paper. SSRN. https://ssrn.com/abstract=3414156.10.2139/ssrn.3414156Search in Google Scholar
Borghans, L., A. Duckworth, J. Heckman, and B. T. Weel. 2008. “The Economics and Psychology of Personality Traits.” Journal of Human Resources 43 (4): 972–1059. https://doi.org/10.3368/jhr.43.4.972.Search in Google Scholar
Borgonovi, F., and P. Biecek. 2016. “An International Comparison of Students’ Ability to Endure Fatigue and Maintain Motivation during a Low-Stakes Test.” Learning and Individual Differences 49: 128–37. https://doi.org/10.1016/j.lindif.2016.06.001.Search in Google Scholar
Brown, C. L., S. Kaur, G. Kingdon, and H. Schofield. 2022. “Cognitive Endurance as Human Capital.” NBER WP 30133.10.3386/w30133Search in Google Scholar
Brunello, G., A. Crema, and L. Rocco. 2021. “Some Unpleasant Consequences of Testing at Length.” Oxford Bulletin of Economics & Statistics 83: 1002–23. https://doi.org/10.1111/obes.12423.Search in Google Scholar
Carcillo, S., R. Fernández, S. Königs, and A. Minea. 2015. “NEET Youth in the Aftermath of the Crisis: Challenges and Policies.” Technical report, OECD Social, Employment and Migration Working Papers, No. 164. OECD Publishing Paris.Search in Google Scholar
Carneiro, P., and J. Heckman. 2003. “Human Capital Policy.” IZA DP 821.10.2139/ssrn.434544Search in Google Scholar
Cheng, A. 2015. “Like Teacher, Like Student: Teachers and the Development of Student Noncognitive Skills.” EDRE Working Paper No. 2015-02. Fayetteville: University of Arkansas.Search in Google Scholar
Cornwell, C., D. B. Mustard, and J. V. Parys. 2013. “Noncognitive Skills and the Gender Disparities in Test Scores and Teacher Assessments: Evidence from Primary School.” Journal of Human Resources 48 (1): 236–64. https://doi.org/10.3368/jhr.48.1.236.Search in Google Scholar
Cunha, F., and J. Heckman. 2008. “Formulating, Identifying and Estimating the Technology of Cognitive and Noncognitive Skill Formation.” Journal of Human Resources 43 (4): 738–82. https://doi.org/10.3368/jhr.43.4.738.Search in Google Scholar
De Paola, M., and V. Scoppa. 2014. “The Effectiveness of Remedial Courses in Italy: A Fuzzy Regression Discontinuity Design.” Journal of Population Economics 27 (2): 365–86. https://doi.org/10.1007/s00148-013-0466-8.Search in Google Scholar
De Paola, M., and V. Scoppa. 2015. “Procrastination, Academic Success and the Effectiveness of a Remedial Program.” Journal of Economic Behavior & Organization 115: 217–36. https://doi.org/10.1016/j.jebo.2014.12.007.Search in Google Scholar
Fortin, N. M., P. Oreopoulos, and S. Phipps. 2015. “Leaving Boys Behind: Gender Disparities in High Academic Achievement.” Journal of Human Resources 50 (3): 549–79. https://doi.org/10.3368/jhr.50.3.549.Search in Google Scholar
García-Pérez, J., and M. Hidalgo-Hidalgo. 2017. “No Student Left Behind? Evidence from the Programme for School Guidance in Spain.” Economics of Education Review 60: 97–111. https://doi.org/10.1016/j.econedurev.2017.08.006.Search in Google Scholar
Griselda, S. 2020. “Different Questions, Different Gender Gap: Can the Format of Questions Explain the Gender Gap in Mathematics.” Job Market Paper.Search in Google Scholar
Heckman, J. 2000. “Policies to Foster Human Capital.” Reseach in Economics 54: 3–56. https://doi.org/10.1006/reec.1999.0225.Search in Google Scholar
Heckman, J., and Y. Rubinstein. 2001. “The Importance of Noncognitive Skills: Lessons from the GED Testing Program.” The American Economic Review 91 (2): 145–9. https://doi.org/10.1257/aer.91.2.145.Search in Google Scholar
Heckman, J., J. Stixrud, and S. Urzua. 2006. “The Effects of Cognitive and Noncognitive Abilities on Labor Market Outcomes and Social Behavior.” Journal of Labor Economics 24 (3): 411–82. https://doi.org/10.1086/504455.Search in Google Scholar
Hitt, C., J. Trivitt, and A. Cheng. 2016. “When You Say Nothing at All: The Predictive Power of Student Effort on Surveys.” Economics of Education Review 52: 105–19. https://doi.org/10.1016/j.econedurev.2016.02.001.Search in Google Scholar
Holmlund, H., and O. Silva. 2014. “Targeting Noncognitive Skills to Improve Cognitive Outcomes: Evidence from a Remedial Education Intervention.” Journal of Human Capital 8 (2): 126–60. https://doi.org/10.1086/676460.Search in Google Scholar
Hospido, L., E. Villanueva, and G. Zamarro. 2015. “Finance for All: The Impact of Financial Literacy Training in Compulsory Secondary Education in Spain.” Technical report, Banco de España WP 1502.10.2139/ssrn.2582537Search in Google Scholar
Hospido, L., N. Iriberri, and M. Machelett. 2023. “Gender Gaps in Financial Literacy: A Multi-Arm RCT to Break the Response Bias in Surveys.” Working Paper.10.2139/ssrn.4646350Search in Google Scholar
Jacob, B. A. 2002. “Where the Boys Aren’t: Non-Cognitive Skills, Returns to School and the Gender Gap in Higher Education.” Economics of Education Review 21 (6): 589–98. https://doi.org/10.1016/s0272-7757(01)00051-6.Search in Google Scholar
Kautz, T., J. J. Heckman, R. Diris, B. ter Weel, and L. Borghans. 2014. “Fostering and Measuring Skills: Improving Cognitive and Non-Cognitive Skills to Promote Lifetime Success.” OECD Education Working Papers 110. OECD Publishing.10.3386/w20749Search in Google Scholar
Keslair, F., E. Maurin, and S. McNally. 2012. “Every Child Matters? An Evaluation of “Special Educational Needs” Programmes in England.” Economics of Education Review 31 (6): 932–48. https://doi.org/10.1016/j.econedurev.2012.06.005.Search in Google Scholar
Kugler, A. D., C. H. Tinsley, and O. Ukhaneva. 2021. “Choice of Majors: Are Women Really Different from Men?” Economics of Education Review 81: 102079. https://doi.org/10.1016/j.econedurev.2021.102079.Search in Google Scholar
Lavy, V., and A. Schlosser. 2005. “Targeted Remedial Education for Underperforming Teenagers: Costs and Benefits.” Journal of Labor Economics 23 (4): 839–74. https://doi.org/10.1086/491609.Search in Google Scholar
Lavy, V., A. Kott, and G. Rachkovski. 2022. “Does Remedial Education at Late Childhood Pay Off After All? Long-Run Consequences for University Schooling, Labor Market Outcomes and Inter-generational Mobility.” Journal of Labor Economics 40 (1): 239–82. https://doi.org/10.1086/713742.Search in Google Scholar
Lindqvist, E., and R. Westman. 2011. “The Labor Market Returns to Cognitive and Noncognitive Ability: Evidence from the Swedish Enlistment.” American Economic Journal: Applied Economics 3 (1): 101–28. https://doi.org/10.1257/app.3.1.101.Search in Google Scholar
Lord, F. M. 1952. “The Relationship of the Reliability of Multiple-Choice Test to the Distribution of Item Difficulties.” Psychometrika 18: 181–94.10.1007/BF02288781Search in Google Scholar
Nollenberger, N., N. Rodríguez-Planas, and A. Sevilla. 2016. “The Math Gender Gap: The Role of Culture.” The American Economic Review 106 (5): 257–61. https://doi.org/10.1257/aer.p20161121.Search in Google Scholar
OECD. 2013. “Crisis Squeezes Income and Puts Pressure on Inequality and Poverty.” Technical report. Paris: OECD Publishing.Search in Google Scholar
Oreopoulos, P., R. S. Brown, and A. M. Lavecchia. 2017. “Pathways to Education: An Integrated Approach to Helping At-Risk High School Students.” Journal of Political Economy 125 (4): 947–84. https://doi.org/10.1086/692713.Search in Google Scholar
Oster, E. 2019. “Unobservable Selection and Coefficient Stability: Theory and Evidence.” Journal of Business & Economic Statistics 37 (2): 187–204. https://doi.org/10.1080/07350015.2016.1227711.Search in Google Scholar
Rapoport, B., and C. Thibout. 2018. “Why Do Boys and Girls Make Different Educational Choices? The Influence of Expected Earnings and Test Scores.” Economics of Education Review 62: 205–29. https://doi.org/10.1016/j.econedurev.2017.09.006.Search in Google Scholar
Rattini, V. 2023. “Worker Autonomy and Performance: Evidence from a Real-Effort Experiment.” Journal of Economics and Management Strategy 32: 300–27. https://doi.org/10.1111/jems.12511.Search in Google Scholar
Rivkin, S. G., E. A. Hanushek, and J. F. Kain. 2005. “Teachers, Schools, and Academic Achievement.” Econometrica 73 (2): 417–58. https://doi.org/10.1111/j.1468-0262.2005.00584.x.Search in Google Scholar
Rodríguez-Planas, N., and N. Nollenberger. 2018. “Let the Girls Learn! It Is Not Only About Math. It’s about Gender Social Norms.” Economics of Education Review 62: 230–53. https://doi.org/10.1016/j.econedurev.2017.11.006.Search in Google Scholar
Sievertsen, H. H., F. Gino, and M. Piovesan. 2016. “Cognitive Fatigue Influences Students’ Performance on Standardized Tests.” Proceedings of the National Academy of Sciences 113 (10): 2621–4. https://doi.org/10.1073/pnas.1516947113.Search in Google Scholar
Soland, J., G. Zamarro, A. Cheng, and C. Hitt. 2019. “Identifying Naturally Occurring Direct Assessments of Social-Emotional Competencies: The Promise and Limitations of Survey and Assessment Disengagement Metadata.” Educational Researcher 48 (7): 466–78. https://doi.org/10.3102/0013189x19861356.Search in Google Scholar
Sternberg, R. J., G. Forsythe, J. A. Hedlund, R. Horvath, R. K. Wagner, W. Williams, S. A. Snook, and E. Grigorenko. 2000. Practical Intelligence in Everyday Life. New York: Cambridge University Press.Search in Google Scholar
Woessmann, L. 2016. “The Importance of School Systems: Evidence from International Differences in Student Achievement.” The Journal of Economic Perspectives 30 (3): 3–32. https://doi.org/10.1257/jep.30.3.3.Search in Google Scholar
Zamarro, G., A. Cheng, M. D. Shakeel, and C. Hitt. 2018. “Comparing and Validating Measures of Non-Cognitive Traits: Performance Task Measures and Self-Reports from a Nationally Representative Internet Panel.” Journal of Behavioral and Experimental Economics 72 (C): 51–60. https://doi.org/10.1016/j.socec.2017.11.005.Search in Google Scholar
Zamarro, G., C. Hitt, and I. Mendez. 2019. “When Students Don’t Care: Reexamining International Differences in Achievement and Student Effort.” Journal of Human Capital 13 (4): 519–52. https://doi.org/10.1086/705799.Search in Google Scholar
Supplementary Material
This article contains supplementary material (https://doi.org/10.1515/bejeap-2023-0410).
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Articles in the same Issue
- Frontmatter
- Research Articles
- Women’s Labour Market Attachment and the Gender Wealth Gap
- Terror in the City: Local Terrorism and Firm Exports
- Achievement Effects of Dual Language Immersion in One-Way and Two-Way Programs: Evidence from a Statewide Expansion
- Test Endurance and Remedial Education Interventions: Good News for Girls
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- The Effect of Inheritance Receipt on Labor Supply: A Longitudinal Study of Japanese Women
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- Outsourcing Child Labor
- Future Focus is Surprisingly Linked with Prioritizing Work–Life Balance over Long-Term Savings
- Inmate Assistance Programs
- On Plaintiffs’ Strategic Information Acquisition and Disclosure during Discovery
Articles in the same Issue
- Frontmatter
- Research Articles
- Women’s Labour Market Attachment and the Gender Wealth Gap
- Terror in the City: Local Terrorism and Firm Exports
- Achievement Effects of Dual Language Immersion in One-Way and Two-Way Programs: Evidence from a Statewide Expansion
- Test Endurance and Remedial Education Interventions: Good News for Girls
- Patent Clearinghouse and Technology Diffusion: What is the Contribution of Arbitration Agreements?
- How Much Competition is Enough Competition for Regulatory Forbearance?
- Waiting for the Weekend – The Adoption and Proliferation of Weekend Feeding (“BackPack”) Programs in Schools
- The Effect of Inheritance Receipt on Labor Supply: A Longitudinal Study of Japanese Women
- Letters
- Time Preferences and Lunar New Year: An Experiment
- Outsourcing Child Labor
- Future Focus is Surprisingly Linked with Prioritizing Work–Life Balance over Long-Term Savings
- Inmate Assistance Programs
- On Plaintiffs’ Strategic Information Acquisition and Disclosure during Discovery