Evidence map›Paper›PMID 42421714›Full record

ArticleFrontiers in psychology2026

Overeducation, vertical skill mismatch, and employment outcomes among Chinese university graduates: the mediating role of skill utilization.

Yawen Yin, Cong Wang

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.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

2 authors.

Yawen YinForeign Language College, Weifang University, Weifang, China.
Cong WangCollege of Elementary Education, Hainan Normal University, Haikou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study examines how overeducation and vertical skill mismatch jointly shape graduates' employment experiences in China's rapidly expanding higher education system. It also explores whether skill utilization functions as a behavioural mechanism linking educational mismatch to employment satisfaction and employment quality. Grounded in human capital theory, job-skill matching theory, and social cognitive career theory, the study integrates structural and psychological perspectives into a unified framework. A quantitative survey was conducted with 512 recent graduates from 15 Chinese universities, and a serial mediation structural equation model (SEM) was used to examine the indirect associations of overeducation with employment outcomes through vertical skill mismatch and skill utilization. The results suggest that overeducation is significantly associated with a higher likelihood of vertical skill mismatch, which is in turn related to fewer opportunities for skill utilization. Lower skill utilization is further associated with lower employment satisfaction and employment quality, providing support for a sequential mediation pathway. These findings are consistent with the view that the consequences of higher education expansion may operate through interrelated structural and behavioural mechanisms rather than through direct associations alone. By identifying skill utilization as a key mechanism, the study contributes to graduate employability research and offers practical implications for curriculum design, career guidance, and labour market policy in China.

Indexed as

graduate employabilityhigher educationovereducationskill utilizationvertical skill mismatch

Identifiers

PMID42421714
PMCPMC13341467

What OpenQuestion holds

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Registered trials

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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.