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Differential effects of private tutoring on groups of students’ mathematics achievements: a longitudinal study

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Abstract

Supplementary private tutoring (PT) is commonly implemented worldwide, particularly among countries with highly competitive school systems and high-stakes examinations. Families often consider PT to promote their children’s skills and address any gaps in children’s learning. However, PT generally requires a considerable amount of family resources, and whether PT effectively increases students’ academic achievement remains subject of debate. This study examined student-report questionnaires and school reports of mathematics achievement from approximately 1500 secondary school students in China to track retrospective longitudinal variations of PT over a year. The study involved an analysis of the differential effectiveness of regular mathematics PT participation on the mathematics achievement of students from different quantiles at four hierarchical cognitive levels. The results indicated that only the lower-quantile students benefited from PT for their lower cognitive level achievement. Further, it was observed that among the higher-quantile students there was a reduction in high cognitive level achievement. These results raise questions concerning the role and effectiveness of PT. This study provides an evidence-based assessment of the effectiveness of PT and highlights the implications for educational practice and future research.

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Notes

  1. In the Chinese setting, the mathematics coach plays an important role in guiding teachers—who are responsible for designing the school district or city level instructional plan—to implement the national curriculum standard, observing the mathematics teachers’ classroom instruction, evaluating the mathematics teachers, and designing the final mathematics examination.

  2. In China, all schools from the same district use the same textbook, which has been developed according to the national curriculum standard.

  3. The total score of the test was 120, although several items (18 scores) could not be coded.

  4. http://ceps.ruc.edu.cn/xmwd/dcwj.htm

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Funding

This research was funded by a Beijing Philosophy and Social Sciences Grant (18JYC025).

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Correspondence to Lidong Wang.

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The authors declare no competing interests.

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Appendix

Appendix

Table 6 Definitions and measures of the variables
Table 7 Sample items of each cognitive level
Table 8 Discrimination and difficulty of questions for all items
Table 9 Correlation analysis
Table 10 Unconditional quantile results of covariates

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Zhang, Y., Wu, X., Chen, S. et al. Differential effects of private tutoring on groups of students’ mathematics achievements: a longitudinal study. Educ Stud Math 115, 197–222 (2024). https://doi.org/10.1007/s10649-023-10282-5

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  • DOI: https://doi.org/10.1007/s10649-023-10282-5

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