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A Way of Human Capital Accumulation: Heterogeneous Impact of Shadow Education on Students’ Academic Performance in China

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  • Minda Tan
  • Shuiyun Liu

Abstract

Shadow education helps students become academically competitive. Currently, little is known about whether shadow education can effectively fulfill either remedial or enrichment purposes in China. Using the nationally representative data from the China Education Panel Survey (CEPS) collected in 2013 and 2014, this paper explored the opportunity gap in shadow education and its impact on Chinese eighth-grade students’ mathematics and English reading performance. This study further examined how this effect differs by students’ prior performance and school ranks by hierarchical linear modeling (HLM). The results show that affluent socioeconomic resources and parental pressure predicted larger chances of students using shadow education. On average, supplementary tutoring had a positive effect on academic achievement. After re-estimating the effect by groups, this study found that students disadvantaged by prior knowledge and quality of schooling benefited more from supplementary tutoring. The findings suggest that the expansion of shadow education may contribute to social reproduction within the current education system.

Suggested Citation

  • Minda Tan & Shuiyun Liu, 2023. "A Way of Human Capital Accumulation: Heterogeneous Impact of Shadow Education on Students’ Academic Performance in China," SAGE Open, , vol. 13(4), pages 21582440231, November.
    • Handle: RePEc:sae:sagope:v:13:y:2023:i:4:p:21582440231207189
    DOI: 10.1177/21582440231207189
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    References listed on IDEAS

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    1. Bray, Mark & Kwok, Percy, 2003. "Demand for private supplementary tutoring: conceptual considerations, and socio-economic patterns in Hong Kong," Economics of Education Review, Elsevier, vol. 22(6), pages 611-620, December.
    2. Patrick Royston, 2005. "Multiple imputation of missing values: update," Stata Journal, StataCorp LP, vol. 5(2), pages 188-201, June.
    3. Steve R. Entrich, 2014. "Effects of investments in out-of-school education in Germany and Japan," Contemporary Japan, Taylor & Francis Journals, vol. 26(1), pages 71-102, March.
    4. ZHAO, Guochang, 2015. "Can money ‘buy’ schooling achievement? Evidence from 19 Chinese cities," China Economic Review, Elsevier, vol. 35(C), pages 83-104.
    5. Robert Rossi & Kevin Gilmartin, 1980. "Social indicators of youth development and educational performance: A programmatic statement," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 7(1), pages 157-191, January.
    6. Patrick Royston, 2005. "Multiple imputation of missing values: Update of ice," Stata Journal, StataCorp LP, vol. 5(4), pages 527-536, December.
    7. Patrick Royston, 2005. "MICE for multiple imputation of missing values," United Kingdom Stata Users' Group Meetings 2005 02, Stata Users Group.
    8. Loyalka, Prashant & Zakharov, Andrey, 2016. "Does shadow education help students prepare for college? Evidence from Russia," International Journal of Educational Development, Elsevier, vol. 49(C), pages 22-30.
    9. Steve R. ENTRICH, 2015. "The Decision for Shadow Education in Japan: Students’ Choice or Parents’ Pressure?," Social Science Japan Journal, University of Tokyo and Oxford University Press, vol. 18(2), pages 193-216.
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