Teacher Enthusiasm and the Urban–Rural Achievement Gap in China: Evidence From B-S-J-Z PISA 2018

Using data from the Beijing-Shanghai-Jiangsu-Zhejiang (B-S-J-Z) region of the 2018 PISA database, this research examines the role of teacher enthusiasm (TE) in explaining the academic achievement gap between urban and rural students. The results indicate that the TE levels in rural schools are significantly lower than those in urban schools; and education production function estimations show that, on average, higher TE is still positively associated with better achievement among rural students. Quantile regression analyses further reveal that the beneficial impact of TE on achievement is strongest among high-achieving students and gradually weakens toward the lower end of the achievement distribution. Oaxaca–Blinder decomposition results indicate that differences in TE levels (endowment effects) explain a substantial portion of the overall urban–rural achievement gap. Decomposition across achievement percentiles reveals that the urban–rural gap attributable to TE level differences is most pronounced in the middle and upper percentiles but disappears in the lowest two deciles. In contrast, the portion of the achievement gap explained by differences in TE return (coefficient effects) consistently narrows as achievement scores increase.

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Journal
SAGE Open
Published
2025-01-01
DOI
https://doi.org/10.1177/21582440251369582
Primary Topic
Global Educational Reforms and Inequalities
Type
article
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article

Teacher Enthusiasm and the Urban–Rural Achievement Gap in China: Evidence From B-S-J-Z PISA 2018

Wenyan Liang, Ran Sun, Yaxing Zhang
SAGE Open
Global Educational Reforms and Inequalities
article

Teacher Enthusiasm and the Urban–Rural Achievement Gap in China: Evidence From B-S-J-Z PISA 2018

Wenyan Liang, Ran Sun, Yaxing Zhang
article en

Abstract

Using data from the Beijing-Shanghai-Jiangsu-Zhejiang (B-S-J-Z) region of the 2018 PISA database, this research examines the role of teacher enthusiasm (TE) in explaining the academic achievement gap between urban and rural students. The results indicate that the TE levels in rural schools are significantly lower than those in urban schools; and education production function estimations show that, on average, higher TE is still positively associated with better achievement among rural students. Quantile regression analyses further reveal that the beneficial impact of TE on achievement is strongest among high-achieving students and gradually weakens toward the lower end of the achievement distribution. Oaxaca–Blinder decomposition results indicate that differences in TE levels (endowment effects) explain a substantial portion of the overall urban–rural achievement gap. Decomposition across achievement percentiles reveals that the urban–rural gap attributable to TE level differences is most pronounced in the middle and upper percentiles but disappears in the lowest two deciles. In contrast, the portion of the achievement gap explained by differences in TE return (coefficient effects) consistently narrows as achievement scores increase.

SAGE OpenVol. 15(3)
Beijing Normal University (CN), Central China Normal University (CN)
Openalex Percentile: Top 59%
Global Educational Reforms and Inequalities
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Teacher Enthusiasm and the Urban–Rural Achievement Gap in China: Evidence From B-S-J-Z PISA 2018 — Wenyan Liang, Ran Sun, et al. · SAGE Open (2025) | TGRS Research Map | TGRS