Assistance at the starting line: rural education competition and rural student development.

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Title: Assistance at the starting line: rural education competition and rural student development.
Authors: Liu, Jiaqi1 (AUTHOR) liujiaqi@stu.xjtu.edu.cn, Cai, Meng1 (AUTHOR) mengcai@mail.xjtu.edu.cn, Cui, Ying2 (AUTHOR) ycui@xidian.edu.cn
Source: Higher Education (00181560). Feb2026, Vol. 91 Issue 2, p523-542. 20p.
Subject Terms: *Rural education, *Student development, *Educational planning, *Educational equalization, *Higher education, Life course approach
Geographic Terms: China
Abstract: Rural education competition has emerged as an irreversible trend in China's rural regions. From the perspective of life course, it is mainly reflected in the divergence of education trajectories for rural students before college enrollment. The study of rural education competition and its consequences holds significant practical implications for comprehending rural education in China and the associated educational inequality, but no systematic study has been conducted. This study takes the operation of rural education competition as the education trajectory, aiming to explore the relationship between rural education competition and the development of Chinese rural students. Firstly, based on a large-scale survey of more than 30,000 higher vocational students (2022), this study used machine learning methods to extract rural students' typical education trajectories. Then, based on the typical education trajectories, the regression model was used to assess the relationship between rural students' education competition before college and intention to enter higher level education after college, and the mediating role of college academic performance. It was found that the four typical education trajectories reflected different degrees of rural education competition, and there were significant gender differences, parents' educational degree differences, and "resource dilution" effects for non-only children between trajectories. Further, rural education competition significantly improved intention to enter higher level education of rural students. As an mediating variable, college academic performance exhibited a significant positive correlation with rural education competition, intensifying educational inequality among rural students to a certain extent. This study focuses on the performance and consequence of rural education competition, innovatively using the education trajectory in combination with the life course perspective, expanding new boundaries, and providing new perspectives for rural education research. [ABSTRACT FROM AUTHOR]
Copyright of Higher Education (00181560) is the property of Springer Nature and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
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  Data: Assistance at the starting line: rural education competition and rural student development.
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  Data: <searchLink fieldCode="AR" term="%22Liu%2C+Jiaqi%22">Liu, Jiaqi</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> liujiaqi@stu.xjtu.edu.cn</i><br /><searchLink fieldCode="AR" term="%22Cai%2C+Meng%22">Cai, Meng</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> mengcai@mail.xjtu.edu.cn</i><br /><searchLink fieldCode="AR" term="%22Cui%2C+Ying%22">Cui, Ying</searchLink><relatesTo>2</relatesTo> (AUTHOR)<i> ycui@xidian.edu.cn</i>
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  Data: *<searchLink fieldCode="DE" term="%22Rural+education%22">Rural education</searchLink><br />*<searchLink fieldCode="DE" term="%22Student+development%22">Student development</searchLink><br />*<searchLink fieldCode="DE" term="%22Educational+planning%22">Educational planning</searchLink><br />*<searchLink fieldCode="DE" term="%22Educational+equalization%22">Educational equalization</searchLink><br />*<searchLink fieldCode="DE" term="%22Higher+education%22">Higher education</searchLink><br /><searchLink fieldCode="DE" term="%22Life+course+approach%22">Life course approach</searchLink>
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  Data: Rural education competition has emerged as an irreversible trend in China's rural regions. From the perspective of life course, it is mainly reflected in the divergence of education trajectories for rural students before college enrollment. The study of rural education competition and its consequences holds significant practical implications for comprehending rural education in China and the associated educational inequality, but no systematic study has been conducted. This study takes the operation of rural education competition as the education trajectory, aiming to explore the relationship between rural education competition and the development of Chinese rural students. Firstly, based on a large-scale survey of more than 30,000 higher vocational students (2022), this study used machine learning methods to extract rural students' typical education trajectories. Then, based on the typical education trajectories, the regression model was used to assess the relationship between rural students' education competition before college and intention to enter higher level education after college, and the mediating role of college academic performance. It was found that the four typical education trajectories reflected different degrees of rural education competition, and there were significant gender differences, parents' educational degree differences, and "resource dilution" effects for non-only children between trajectories. Further, rural education competition significantly improved intention to enter higher level education of rural students. As an mediating variable, college academic performance exhibited a significant positive correlation with rural education competition, intensifying educational inequality among rural students to a certain extent. This study focuses on the performance and consequence of rural education competition, innovatively using the education trajectory in combination with the life course perspective, expanding new boundaries, and providing new perspectives for rural education research. [ABSTRACT FROM AUTHOR]
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  Data: <i>Copyright of Higher Education (00181560) is the property of Springer Nature and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.)
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        Value: 10.1007/s10734-025-01428-w
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      – SubjectFull: Rural education
        Type: general
      – SubjectFull: Student development
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      – SubjectFull: Educational planning
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      – SubjectFull: Life course approach
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      – SubjectFull: China
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      – TitleFull: Assistance at the starting line: rural education competition and rural student development.
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            NameFull: Liu, Jiaqi
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            NameFull: Cai, Meng
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              M: 02
              Text: Feb2026
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              Y: 2026
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