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From “transitions” to “trajectories”: towards a holistic interactionistic analysis of educational inequality in contemporary China

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  • Xiangyang Bi

    (Minzu University of China)

  • Xueling Liu

    (Minzu University of China)

Abstract

This study employs sequence analysis to explore the educational pathways of individuals born in China between 1976 and 1988, a cohort that witnessed substantial educational expansion. The study constructs a typology for classifying these educational trajectories and quantifies the prevalence of each category within the cohort. Utilizing decision tree analysis, the study investigates the relationship between different educational pathways and various background characteristics. Unlike the “waning coefficients” commonly observed in Mare model and its variants, this approach unveils the substantial influence of cumulative advantage and disadvantage in shaping educational trajectories, a process heavily impacted by individuals’ social backgrounds. Despite some exceptions and complexities, several discernible patterns become apparent. For instance, individuals hailing from rural settings generally exhibit a decreased likelihood of progressing along superior educational trajectories throughout their academic endeavors when juxtaposed with their urban counterparts. Moreover, elevated levels of parental education persistently enhance children’s prospects for accessing superior educational pathways, irrespective of their urban or rural origins. This methodology serves as a valuable instrument for scrutinizing the general features and diversity of educational trajectories, providing a complementary perspective to existing research on educational stratification and inequality.

Suggested Citation

  • Xiangyang Bi & Xueling Liu, 2024. "From “transitions” to “trajectories”: towards a holistic interactionistic analysis of educational inequality in contemporary China," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-16, December.
    • Handle: RePEc:pal:palcom:v:11:y:2024:i:1:d:10.1057_s41599-024-03421-7
    DOI: 10.1057/s41599-024-03421-7
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    1. Rust, John, 1987. "Optimal Replacement of GMC Bus Engines: An Empirical Model of Harold Zurcher," Econometrica, Econometric Society, vol. 55(5), pages 999-1033, September.
    2. Stephen V. Cameron & James J. Heckman, 1998. "Life Cycle Schooling and Dynamic Selection Bias: Models and Evidence for Five Cohorts of American Males," Journal of Political Economy, University of Chicago Press, vol. 106(2), pages 262-333, April.
    3. Stefan Wager & Susan Athey, 2018. "Estimation and Inference of Heterogeneous Treatment Effects using Random Forests," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 113(523), pages 1228-1242, July.
    4. Matissa Hollister, 2009. "Is Optimal Matching Suboptimal?," Sociological Methods & Research, , vol. 38(2), pages 235-264, November.
    5. Stephen V. Cameron & James J. Heckman, 1998. "Life Cycle Schooling and Dynamic Selection Bias: Models and Evidence for Five Cohorts," NBER Working Papers 6385, National Bureau of Economic Research, Inc.
    6. Robert Mare, 1979. "Social background composition and educational growth," Demography, Springer;Population Association of America (PAA), vol. 16(1), pages 55-71, February.
    7. von Hayek, Friedrich August, 1989. "The Pretence of Knowledge," American Economic Review, American Economic Association, vol. 79(6), pages 3-7, December.
    8. Dale Dannefer, 2003. "Cumulative Advantage/Disadvantage and the Life Course: Cross-Fertilizing Age and Social Science Theory," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 58(6), pages 327-337.
    9. Maarten L. Buis, 2017. "Not All Transitions Are Equal: The Relationship Between Effects on Passing Steps in a Sequential Process and Effects on the Final Outcome," Sociological Methods & Research, , vol. 46(3), pages 649-680, August.
    10. Stephen V. Cameron & James J. Heckman, 2001. "The Dynamics of Educational Attainment for Black, Hispanic, and White Males," Journal of Political Economy, University of Chicago Press, vol. 109(3), pages 455-499, June.
    11. Richard Williams, 2010. "Fitting heterogeneous choice models with oglm," Stata Journal, StataCorp LP, vol. 10(4), pages 540-567, December.
    12. Qiang Wang, 2014. "Rural students are being left behind in China," Nature, Nature, vol. 510(7506), pages 445-445, June.
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