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Cognitive Skills, Noncognitive Skills, and School-to-Work Transitions in Rural China

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  • Park, Albert
  • Glewwe, Paul
  • Huang, Qiuqiong

Abstract

Economists have long recognized the important role of formal schooling and cognitive skills on labor market participation and wages. More recently, increasing attention has turned to the role of personality traits, or noncognitive skills. This study is among the first to examine how both cognitive and noncognitive skills measured in childhood predict educational attainment and early labor market outcomes in a developing country setting. Analyzing longitudinal data on rural children from one of China’s poorest provinces, we find that both cognitive and noncognitive skills, measured when children are 9-12, 13-16, and 17-21 years old, are important predictors of whether they remain in school or enter the work force at age 17-21. The predictive power of specific skill variables differ between boys and girls. Conditioning on years of schooling, there is no strong evidence that skills measured in childhood predict wages in the early years of labor market participation.

Suggested Citation

  • Park, Albert & Glewwe, Paul & Huang, Qiuqiong, 2016. "Cognitive Skills, Noncognitive Skills, and School-to-Work Transitions in Rural China," CEPR Discussion Papers 11705, C.E.P.R. Discussion Papers.
  • Handle: RePEc:cpr:ceprdp:11705
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    1. Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), 2011. "Handbook of the Economics of Education," Handbook of the Economics of Education, Elsevier, edition 1, volume 4, number 4, June.
    2. Tahir Andrabi & Jishnu Das & Asim Ijaz Khwaja & Tristan Zajonc, 2011. "Do Value-Added Estimates Add Value? Accounting for Learning Dynamics," American Economic Journal: Applied Economics, American Economic Association, vol. 3(3), pages 29-54, July.
    3. Geoff Masters, 1982. "A rasch model for partial credit scoring," Psychometrika, Springer;The Psychometric Society, vol. 47(2), pages 149-174, June.
    4. Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4, National Bureau of Economic Research, Inc.
    5. Lex Borghans & Angela Lee Duckworth & James J. Heckman & Bas ter Weel, 2008. "The Economics and Psychology of Personality Traits," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    6. Hanushek, Eric A., 2002. "Publicly provided education," Handbook of Public Economics, in: A. J. Auerbach & M. Feldstein (ed.), Handbook of Public Economics, edition 1, volume 4, chapter 30, pages 2045-2141, Elsevier.
    7. Eren, Ozkan & Ozbeklik, Serkan, 2013. "The effect of noncognitive ability on the earnings of young men: A distributional analysis with measurement error correction," Labour Economics, Elsevier, vol. 24(C), pages 293-304.
    8. Flavio Cunha & James J. Heckman, 2008. "Formulating, Identifying and Estimating the Technology of Cognitive and Noncognitive Skill Formation," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    9. O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
    10. Eric A. Hanushek & Ludger Woessmann, 2008. "The Role of Cognitive Skills in Economic Development," Journal of Economic Literature, American Economic Association, vol. 46(3), pages 607-668, September.
    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. Heckman, James J., 2011. "Integrating Personality Psychology into Economics," IZA Discussion Papers 5950, Institute of Labor Economics (IZA).
    13. Francis Vella, 1998. "Estimating Models with Sample Selection Bias: A Survey," Journal of Human Resources, University of Wisconsin Press, vol. 33(1), pages 127-169.
    14. 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.
    15. Erik Lindqvist & Roine Vestman, 2011. "The Labor Market Returns to Cognitive and Noncognitive Ability: Evidence from the Swedish Enlistment," American Economic Journal: Applied Economics, American Economic Association, vol. 3(1), pages 101-128, January.
    16. Donald W. K. Andrews & Marcelo J. Moreira & James H. Stock, 2006. "Optimal Two-Sided Invariant Similar Tests for Instrumental Variables Regression," Econometrica, Econometric Society, vol. 74(3), pages 715-752, May.
    17. Das, Jishnu & Zajonc, Tristan, 2010. "India shining and Bharat drowning: Comparing two Indian states to the worldwide distribution in mathematics achievement," Journal of Development Economics, Elsevier, vol. 92(2), pages 175-187, July.
    18. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, March.
    19. Mitali Das & Whitney K. Newey & Francis Vella, 2003. "Nonparametric Estimation of Sample Selection Models," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(1), pages 33-58.
    20. James J. Heckman & John Eric Humphries & Sergio Urzua & Gregory Veramendi, 2010. "The effects of educational choices on labor market, health, and social outcomes," Working Papers 2011-002, Human Capital and Economic Opportunity Working Group.
    21. Card, David, 1999. "The causal effect of education on earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 30, pages 1801-1863, Elsevier.
    22. 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.
    23. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    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. Helmers, Christian & Patnam, Manasa, 2011. "The formation and evolution of childhood skill acquisition: Evidence from India," Journal of Development Economics, Elsevier, vol. 95(2), pages 252-266, July.
    26. Goldsmith, Arthur H & Veum, Jonathan R & Darity, William, Jr, 1997. "The Impact of Psychological and Human Capital on Wages," Economic Inquiry, Western Economic Association International, vol. 35(4), pages 815-829, October.
    27. David Andrich, 1978. "A rating formulation for ordered response categories," Psychometrika, Springer;The Psychometric Society, vol. 43(4), pages 561-573, December.
    28. Card, David, 2001. "Estimating the Return to Schooling: Progress on Some Persistent Econometric Problems," Econometrica, Econometric Society, vol. 69(5), pages 1127-1160, September.
    29. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    30. Paul Glewwe, 2002. "Schools and Skills in Developing Countries: Education Policies and Socioeconomic Outcomes," Journal of Economic Literature, American Economic Association, vol. 40(2), pages 436-482, June.
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    Cited by:

    1. Bühler, Dorothee & Sharma, Rasadhika & Stein, Wiebke, 2020. "Occupational Attainment and Earnings in Southeast Asia: The Role of Non-cognitive Skills," Labour Economics, Elsevier, vol. 67(C).
    2. Qihui Chen, 2017. "Impacts of Late School Entry on Children's Cognitive Development in Rural Northwestern China—Does Preprimary Education Matter?," Asia and the Pacific Policy Studies, Wiley Blackwell, vol. 4(3), pages 586-601, September.
    3. Eric Edmonds & Ben Feigenberg & Jessica Leight, 2023. "Advancing the Agency of Adolescent Girls," The Review of Economics and Statistics, MIT Press, vol. 105(4), pages 852-866, July.
    4. Maria Cinque & Stephanie Carretero & Joanna Napierala, 2021. "Non-cognitive skills and other related concepts: towards a better understanding of similarities and differences," JRC Working Papers on Labour, Education and Technology 2021-09, Joint Research Centre.
    5. Mitchell, Mark & Favara, Marta & Porter, Catherine & Sanchez, Alan, 2020. "Human Capital Development: New Evidence on the Production of Socio-Emotional Skills," IZA Discussion Papers 13804, Institute of Labor Economics (IZA).
    6. Christophe J Nordman & Leopold R Sarr & Smriti Sharma, 2019. "Skills, personality traits, and gender wage gaps: evidence from Bangladesh," Oxford Economic Papers, Oxford University Press, vol. 71(3), pages 687-708.
    7. Ahn, Taehyun & Goh, Young-Geun, 2021. "The long-term influences of ability mixing on soft skills," Journal of Economic Behavior & Organization, Elsevier, vol. 191(C), pages 367-386.
    8. Anne Hilger & Christophe Jalil Nordman & Leopold R. Sarr, 2018. "Cognitive and non-cognitive skills, hiring channels, and wages in Bangladesh," Working Papers DT/2018/11, DIAL (Développement, Institutions et Mondialisation).
    9. Jessica Leight & Elaine M. Liu, 2020. "Maternal Education, Parental Investment, and Noncognitive Characteristics in Rural China," Economic Development and Cultural Change, University of Chicago Press, vol. 69(1), pages 213-251.
    10. Zhao, Qiran & Wang, Xiaobing & Rozelle, Scott, 2019. "Better cognition, better school performance? Evidence from primary schools in China," China Economic Review, Elsevier, vol. 55(C), pages 199-217.
    11. Mark Mitchell & Marta Favara & Catherine Porter & Alan Sánchez, 2020. "Human Capital Development," Working Papers 308280110, Lancaster University Management School, Economics Department.
    12. María Ladrón de Guevara Rodríguez & Oscar David Marcenaro-Gutierrez & Luis Alejandro Lopez-Agudo, 2023. "On the Gender Gap of Soft-Skills: the Spanish Case," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 16(1), pages 167-197, February.
    13. Ozawa, Sachiko & Laing, Sarah K. & Higgins, Colleen R. & Yemeke, Tatenda T. & Park, Christine C. & Carlson, Rebecca & Ko, Young Eun & Guterman, L. Beryl & Omer, Saad B., 2022. "Educational and economic returns to cognitive ability in low- and middle-income countries: A systematic review," World Development, Elsevier, vol. 149(C).
    14. Glewwe, Paul & Song, Yang & Zou, Xianqiang, 2022. "Labor market outcomes, cognitive skills, and noncognitive skills in rural China," Journal of Economic Behavior & Organization, Elsevier, vol. 193(C), pages 294-311.
    15. Nikolov, Plamen & Jimi, Nusrat & Chang, Jerray, 2020. "The Importance of Cognitive Domains and the Returns to Schooling in South Africa: Evidence from Two Labor Surveys," Labour Economics, Elsevier, vol. 65(C).
    16. Indrajit Bairagya & Rohit Mukerji, 2019. "Impact of non-cognitive skills on cognitive learning outcomes: A study of elementary education in India," Working Papers 452, Institute for Social and Economic Change, Bangalore.
    17. Bhanot, Syon P. & Crost, Benjamin & Leight, Jessica & Mvukiyehe, Eric & Yedgenov, Bauyrzhan, 2021. "Can community service grants foster social and economic integration for youth? A randomized trial in Kazakhstan," Journal of Development Economics, Elsevier, vol. 153(C).
    18. Christophe J Nordman & Leopold R Sarr & Smriti Sharma, 2019. "Skills, personality traits, and gender wage gaps: evidence from Bangladesh," Oxford Economic Papers, Oxford University Press, vol. 71(3), pages 687-708.

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    More about this item

    Keywords

    Cognitive; Noncognitive; Skills; Schooling; China;
    All these keywords.

    JEL classification:

    • I25 - Health, Education, and Welfare - - Education - - - Education and Economic Development
    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • O53 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Asia including Middle East

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