Evidence map›Paper›PMID 41777779›Full record

ArticleFrontiers in psychology2026

Urban-rural background disparities and their impact on college students' academic outcomes.

Linchuan Wang, Longlong Pang, Sijia Yang, Haiyue Shui

Abstract read
In one paragraph

Article in Frontiers in psychology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Linchuan WangSchool of Economics, Hefei University, Hefei, China.
Longlong PangSchool of Management, Hefei University, Hefei, China.
Sijia YangSchool of Management, Hefei University, Hefei, China.
Haiyue ShuiSchool of Economics, Hefei University, Hefei, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: In recent years, increasing attention has been devoted to the influence of urban-rural background disparities on students' educational outcomes. Focusing on undergraduate students with comparable performance on the National College Entrance Examination, this study examines whether urban-rural background disparities remain associated with academic outcomes in higher education in China. Methods: Using data from 632 valid questionnaire responses, we construct a mediation model incorporating family economic conditions, parental educational attainment, and self-directed learning ability to explore potential associational pathways linking urban-rural background to academic outcomes. Results: The results show that, on average, students from urban backgrounds achieve significantly better academic outcomes than their rural counterparts. Further analyses indicate that urban-rural background is systematically associated with differences in family economic conditions, parental educational attainment, and self-directed learning ability, which are in turn statistically associated with academic outcomes and together account for a substantial portion of the observed disparities. Conclusions: By embedding urban-rural background disparities into an analytical framework of college students' academic outcomes and jointly considering family-, individual-, and societal-level factors, this study extends the existing literature. Within the limits of a cross-sectional observational design, the findings clarify the associational structure linking family background, individual learning characteristics, and academic performance at the university level, and offer policy-relevant insights for improving learning conditions for rural students and promoting educational equity.

Indexed as

academic outcomescollege studentseducational equitysocial reproductionurban–rural disparities

Identifiers

PMID41777779
PMCPMC12950774

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.