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Magnet high schools and academic performance in China: A regression discontinuity design

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  • Park, Albert
  • Shi, Xinzheng
  • Hsieh, Chang-tai
  • An, Xuehui

Abstract

This paper investigates the impact of high school quality on students’ educational attainment using a regression discontinuity research design based on entrance examination score thresholds that strictly determine admission to the magnet high schools. Using data from rural counties in Western China, we find that attending a magnet high school significantly increases students’ college entrance examination scores and the probability of being admitted to college.

Suggested Citation

  • Park, Albert & Shi, Xinzheng & Hsieh, Chang-tai & An, Xuehui, 2015. "Magnet high schools and academic performance in China: A regression discontinuity design," Journal of Comparative Economics, Elsevier, vol. 43(4), pages 825-843.
  • Handle: RePEc:eee:jcecon:v:43:y:2015:i:4:p:825-843
    DOI: 10.1016/j.jce.2015.10.013
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    2. Huang, Bin & Li, Bo & Walker, Ian & Zhu, Yu, 2022. "Does It Pay to Attend More Selective High Schools? Regression Discontinuity Evidence from China," IZA Discussion Papers 15756, Institute of Labor Economics (IZA).
    3. Jason B. Cook, 2018. "Race-Blind Admissions, School Segregation, and Student Outcomes: Evidence from Race- Blind Magnet School Lotteries," CESifo Working Paper Series 7335, CESifo.
    4. Anderson, Kathryn & Gong, Xue & Hong, Kai & Zhang, Xi, 2016. "Do selective high schools improve student achievement? Effects of exam schools in China," China Economic Review, Elsevier, vol. 40(C), pages 121-134.
    5. Cai, Shu & Shi, Xinzheng & Xu, Zhufeng, 2024. "Migration networks, export shocks, and human capital acquisition: Evidence from China," Journal of Comparative Economics, Elsevier, vol. 52(2), pages 568-589.
    6. Mauricio Villamizar‐Villegas & Freddy A. Pinzon‐Puerto & Maria Alejandra Ruiz‐Sanchez, 2022. "A comprehensive history of regression discontinuity designs: An empirical survey of the last 60 years," Journal of Economic Surveys, Wiley Blackwell, vol. 36(4), pages 1130-1178, September.
    7. Huang, Cheng & Zhang, Shiying & Zhao, Qingguo, 2020. "The early bird catches the worm? School entry cutoff and the timing of births," Journal of Development Economics, Elsevier, vol. 143(C).
    8. Feng, Qiang & Wang, Xiaojun, 2018. "The psychological effects of academic labeling: The case of class tracks," Journal of Comparative Economics, Elsevier, vol. 46(2), pages 568-581.
    9. Song, Yang, 2019. "Sorting, school performance and quality: Evidence from China," Journal of Comparative Economics, Elsevier, vol. 47(1), pages 238-261.
    10. Liu, Ling & Wan, Qian, 2017. "The Effect of Education Expansion on Intergenerational Mobility of Education: Evidence from China," MPRA Paper 80616, University Library of Munich, Germany.
    11. Naveen Kumar, 2019. "Public Schools Can Improve Student Outcomes: Evidence from a Natural Experiment in India," 2019 Papers pku634, Job Market Papers.
    12. Maurício Benegas & Márcio Veras Corrêa, 2020. "Educational supply policies: distortions and labor market performance," Journal of Economics, Springer, vol. 129(3), pages 203-239, April.
    13. Ibtihal Ferwana & Suyoung Park & Ting-Yi Wu & Lav R. Varshney, 2023. "Designing Discontinuities," Papers 2305.08559, arXiv.org, revised Dec 2023.
    14. Kumar, G. Naveen, 2023. "Improving public school productivity: Evidence from model schools in India," Economics of Education Review, Elsevier, vol. 97(C).
    15. Wu, Jia & Wei, Xiangdong & Zhang, Hongliang & Zhou, Xiang, 2019. "Elite schools, magnet classes, and academic performances: Regression-discontinuity evidence from China," China Economic Review, Elsevier, vol. 55(C), pages 143-167.

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    More about this item

    Keywords

    Magnet high school; Regression discontinuity design; Academic performance;
    All these keywords.

    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • I28 - Health, Education, and Welfare - - Education - - - Government Policy
    • O53 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Asia including Middle East

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