IDEAS home Printed from https://ideas.repec.org/a/eee/cysrev/v169y2025ics0190740924006674.html
   My bibliography  Save this article

Evaluating the impact of structural and policy-driven school factors on the development of non-cognitive abilities among Chinese children

Author

Listed:
  • Abbasi, Babar Nawaz
  • Luo, Zhimin

Abstract

Structural and policy-driven factors within schools could play a significant role in developing students’ non-cognitive abilities. A positive and nurturing school factor supports individuals’ comprehensive development. Past literature has highlighted several domains related to school factors, such as academic performance, wellbeing, students’ engagement, attendance in school, delinquent behaviors, bullying, and school safety. However, little is known about the development of other related domains, like non-cognitive abilities in relation to the school factors. Hence, this study made a didactic attempt to evaluate the impact of structural and policy-driven school factors on the development of non-cognitive abilities among Chinese children using the China education panel survey (CEPS) dataset, and employing a hierarchical linear model (HLM). The findings revealed that, for both rural and urban students, the female gender is more contributor/source of the non-cognitive abilities than the male students, with rural females exhibiting higher levels; while regional/provincial differences among students have no influence. Furthermore, school location, the age of the school, and the school category are weakly related to non-cognitive abilities. Moreover, for urban students, proximity to facilities around the school encourages non-cognitive abilities, while safety and infrastructure around the school are retarding it, whereas for rural students none are affecting it. Yet, both rural and urban students’ academic performance, extracurricular participation, behavior, and attitudes strongly influence their non-cognitive abilities.

Suggested Citation

  • Abbasi, Babar Nawaz & Luo, Zhimin, 2025. "Evaluating the impact of structural and policy-driven school factors on the development of non-cognitive abilities among Chinese children," Children and Youth Services Review, Elsevier, vol. 169(C).
    • Handle: RePEc:eee:cysrev:v:169:y:2025:i:c:s0190740924006674
    DOI: 10.1016/j.childyouth.2024.108095
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0190740924006674
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.childyouth.2024.108095?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Raj Chetty & John N. Friedman & Nathaniel Hilger & Emmanuel Saez & Diane Whitmore Schanzenbach & Danny Yagan, 2011. "How Does Your Kindergarten Classroom Affect Your Earnings? Evidence from Project Star," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(4), pages 1593-1660.
    2. 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.
    3. Lijia Guo & Jiashun Huang & You Zhang, 2019. "Education Development in China: Education Return, Quality, and Equity," Sustainability, MDPI, vol. 11(13), pages 1-20, July.
    4. Brian A. Jacob, 2002. "Where the boys aren't: Non-cognitive skills, returns to school and the gender gap in higher education," NBER Working Papers 8964, National Bureau of Economic Research, Inc.
    5. Tim Kautz & James J. Heckman & Ron Diris & Bas ter Weel & Lex Borghans, 2014. "Fostering and Measuring Skills: Improving Cognitive and Non-cognitive Skills to Promote Lifetime Success," OECD Education Working Papers 110, OECD Publishing.
    6. Yuanyuan Chen & Shuaizhang Feng & James J. Heckman & Tim Kautz, 2020. "Sensitivity of self-reported noncognitive skills to survey administration conditions," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 117(2), pages 931-935, January.
    7. 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.
    8. 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.
    9. Jones, D.E. & Greenberg, M. & Crowley, M., 2015. "Early social-emotional functioning and public health: The relationship between kindergarten social competence and future wellness," American Journal of Public Health, American Public Health Association, vol. 105(11), pages 2283-2290.
    10. Ollikainen, Jani-Petteri & Pekkarinen, Tuomas & Uusitalo, Roope & Virtanen, Hanna, 2024. "Effect of secondary education on cognitive and non-cognitive skills," Economics of Education Review, Elsevier, vol. 103(C).
    11. Liu, Han & Chang, Fang & Corn, Hannah & Zhang, Yi & Shi, Yaojiang, 2021. "The impact of parental migration on non-cognitive abilities of left behind children in northwestern China," Journal of Asian Economics, Elsevier, vol. 72(C).
    12. Cunha, Flavio & Heckman, James J. & Lochner, Lance, 2006. "Interpreting the Evidence on Life Cycle Skill Formation," Handbook of the Economics of Education, in: Erik Hanushek & F. Welch (ed.), Handbook of the Economics of Education, edition 1, volume 1, chapter 12, pages 697-812, Elsevier.
    13. Lex Borghans & Huub Meijers & Bas Ter Weel, 2008. "The Role Of Noncognitive Skills In Explaining Cognitive Test Scores," Economic Inquiry, Western Economic Association International, vol. 46(1), pages 2-12, January.
    14. Reynolds, Arthur J. & Temple, Judy A. & Ou, Suh-Ruu, 2010. "Preschool education, educational attainment, and crime prevention: Contributions of cognitive and non-cognitive skills," Children and Youth Services Review, Elsevier, vol. 32(8), pages 1054-1063, August.
    15. Ngoc Ahn MAI & Thi Hai Ha DO & Dang Nui Nguyen & Thi Nhan Khieu & Dinh Hung Nguyen & Tri Tuan VU, 2019. "China’s higher education development: Policy review and recommendations," Journal of Community Positive Practices, Catalactica NGO, issue 3, pages 73-83.
    16. Humphries, John Eric & Kosse, Fabian, 2017. "On the interpretation of non-cognitive skills – What is being measured and why it matters," Journal of Economic Behavior & Organization, Elsevier, vol. 136(C), pages 174-185.
    17. Babar Nawaz Abbasi & Zhimin Luo & Ali Sohail & Wang Shasha, 2022. "Research on Non-Cognitive Ability Disparity of Chinese Adolescent Students: A Rural-Urban Analysis," Global Economic Review, Taylor & Francis Journals, vol. 51(2), pages 159-174, April.
    18. Nguyen, Ha Trong & Connelly, Luke B. & Le, Huong Thu & Mitrou, Francis & Taylor, Catherine & Zubrick, Stephen R., 2019. "Sources of ethnicity differences in non-cognitive development in children and adolescents," MPRA Paper 96785, University Library of Munich, Germany.
    19. Emily McDool, 2018. "Class Setting and Children’s Non-Cognitive Outcomes," Working Papers 2018008, The University of Sheffield, Department of Economics.
    20. Bahram Sanginabadi, 2020. "Does Schooling Causally Impact Non-Cognitive Skills? Evidence from Elimination of Social Security Student Benefits," Economies, MDPI, vol. 8(1), pages 1-27, January.
    21. 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).
    22. Hirotake Ito & Makiko Nakamuro & Shintaro Yamaguchi, 2019. "Effects of Class-Size Reduction, On Cognitive and Non-cognitive Skills," CIRJE F-Series CIRJE-F-1113, CIRJE, Faculty of Economics, University of Tokyo.
    23. Jacob, Brian A., 2002. "Where the boys aren't: non-cognitive skills, returns to school and the gender gap in higher education," Economics of Education Review, Elsevier, vol. 21(6), pages 589-598, December.
    24. Ross, Catherine E. & Mirowsky, John, 2006. "Sex differences in the effect of education on depression: Resource multiplication or resource substitution?," Social Science & Medicine, Elsevier, vol. 63(5), pages 1400-1413, September.
    25. Figlio, David & Loeb, Susanna, 2011. "School Accountability," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 3, chapter 8, pages 383-421, Elsevier.
    26. Deng, Lanfang & Tong, Tingting, 2020. "Parenting style and the development of noncognitive ability in children," China Economic Review, Elsevier, vol. 62(C).
    27. Beladi, Hamid & Hou, Qingsong & Hu, May, 2022. "The party school education and corporate innovation: Evidence from SOEs in China," Journal of Corporate Finance, Elsevier, vol. 72(C).
    28. Babar Nawaz Abbasi & Zhimin Luo & Ali Sohail, 2023. "Effect of parental migration on the noncognitive abilities of left-behind school-going children in rural China," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-14, December.
    29. Hao Li & Chun Chen & Zhi Zhang, 2023. "Are gender differences related to non-cognitive abilities? ——Evidence from China," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 28(4), pages 1560-1579, October.
    30. Dong, Yongqing & Bai, Yunli & Wang, Weidong & Luo, Renfu & Liu, Chengfang & Zhang, Linxiu, 2020. "Does gender matter for the intergenerational transmission of education? Evidence from rural China," International Journal of Educational Development, Elsevier, vol. 77(C).
    31. Tingting Liu & Xiaoxian Zhu & Mengqiu Cao, 2022. "Impacts of Reduced Inequalities on Quality Education: Examining the Relationship between Regional Sustainability and Higher Education," Sustainability, MDPI, vol. 14(21), pages 1-15, October.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Marcenaro-Gutierrez, O.D. & Lopez-Agudo, L.A. & Henriques, C.O., 2021. "Are soft skills conditioned by conflicting factors? A multiobjective programming approach to explore the trade-offs," Economic Analysis and Policy, Elsevier, vol. 72(C), pages 18-40.
    2. 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.
    3. Seth Gershenson & Diane Whitmore Schanzenbach, 2016. "Linking Teacher Quality, Student Attendance, and Student Achievement," Education Finance and Policy, MIT Press, vol. 11(2), pages 125-149, Spring.
    4. Sarrias, Mauricio & Blanco, Alejandra, 2022. "Bodyweight and human capital development: Assessing the impact of obesity on socioemotional skills during childhood in Chile," Economics & Human Biology, Elsevier, vol. 47(C).
    5. Thiel, Hendrik & Thomsen, Stephan L., 2013. "Noncognitive skills in economics: Models, measurement, and empirical evidence," Research in Economics, Elsevier, vol. 67(2), pages 189-214.
    6. Nguyen, Ha Trong & Brinkman, Sally & Le, Huong Thu & Zubrick, Stephen R. & Mitrou, Francis, 2022. "Gender differences in time allocation contribute to differences in developmental outcomes in children and adolescents," Economics of Education Review, Elsevier, vol. 89(C).
    7. De Paola, Maria & Skatova, Ekaterina, 2024. "Non-cognitive skills and social isolation in late childhood: An investigation of their impact on school performance in Italy," Economics of Education Review, Elsevier, vol. 103(C).
    8. Katia Herrera-Sosa & Alexandria Valerio & Sebastian Monroy-Taborda & Dandan Chen, 2015. "Armenia Skills toward Employment and Productivity," World Bank Publications - Reports 25199, The World Bank Group.
    9. Martin Schlotter, 2011. "Age at Preschool Entrance and Noncognitive Skills before School - An Instrumental Variable Approach," ifo Working Paper Series 112, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    10. Kautz, Tim & Heckman, James J. & Diris, Ron & ter Weel, Bas & Borghans, Lex, 2014. "Fostering and Measuring Skills: Improving Cognitive and Non-Cognitive Skills to Promote Lifetime Success," IZA Discussion Papers 8696, Institute of Labor Economics (IZA).
    11. Elke Lüdemann, 2011. "Schooling and the Formation of Cognitive and Non-cognitive Outcomes," ifo Beiträge zur Wirtschaftsforschung, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, number 39, September.
    12. Balart, Pau & Oosterveen, Matthijs & Webbink, Dinand, 2018. "Test scores, noncognitive skills and economic growth," Economics of Education Review, Elsevier, vol. 63(C), pages 134-153.
    13. By Tyas Prevoo & Bas ter Weel, 2015. "The importance of early conscientiousness for socio-economic outcomes: evidence from the British Cohort Study," Oxford Economic Papers, Oxford University Press, vol. 67(4), pages 918-948.
    14. David J. Deming, 2017. "The Growing Importance of Social Skills in the Labor Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(4), pages 1593-1640.
    15. Breitkopf, Laura & Chowdhury, Shyamal K. & Priyam, Shambhavi & Schildberg-Hörisch, Hannah & Sutter, Matthias, 2020. "Do economic preferences of children predict behavior?," DICE Discussion Papers 342, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
    16. Coneus, Katja & Laucht, Manfred & Reuß, Karsten, 2012. "The role of parental investments for cognitive and noncognitive skill formation—Evidence for the first 11 years of life," Economics & Human Biology, Elsevier, vol. 10(2), pages 189-209.
    17. Heckman, James J. & Kautz, Tim, 2012. "Hard evidence on soft skills," Labour Economics, Elsevier, vol. 19(4), pages 451-464.
    18. Humphries, John Eric & Kosse, Fabian, 2017. "On the interpretation of non-cognitive skills – What is being measured and why it matters," Journal of Economic Behavior & Organization, Elsevier, vol. 136(C), pages 174-185.
    19. Lordan, Grace & McGuire, Alistair, 2019. "Widening the High School Curriculum to Include Soft Skill Training: Impacts on Health, Behaviour, Emotional Wellbeing and Occupational Aspirations," IZA Discussion Papers 12439, Institute of Labor Economics (IZA).
    20. Wang, Chunchao & Wang, Yao & Xiao, Aiping & Zhang, Yaru & Zou, Hang, 2025. "Student development in teacher–student interaction: Evidence from a randomized experiment in online education," Journal of Public Economics, Elsevier, vol. 242(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:cysrev:v:169:y:2025:i:c:s0190740924006674. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/childyouth .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.