Evidence map›Paper›PMID 42676492›Full record

ArticleFrontiers in psychology2026

Domain-specific and generalised motivational pathways to STEM degree attainment: a 10-year longitudinal mediation analysis.

Meicheng Yang

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

1 author.

Meicheng YangSchool of Humanities and Social Sciences, Jiangsu University of Science and Technology, Zhenjiang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Understanding how adolescent motivational beliefs relate to long-term STEM degree attainment is a central question in educational psychology. Drawing on expectancy-value theory, this study examined whether math self-efficacy (a domain-specific belief) and academic utility value (a generalised belief about the instrumental importance of education) in Grade 10 were associated with STEM degree attainment at age 26, and whether educational expectations in Grade 12 mediated these associations. Data came from the Education Longitudinal Study of 2002, a nationally representative U.S. sample followed from 2002 to 2012 (

Indexed as

domain specificityeducational expectationsexpectancy-value theorylongitudinalmath self-efficacysecondary educationSTEM degreeutility value

Identifiers

PMID42676492
PMCPMC13526589

What OpenQuestion holds

Textmetadata
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Registered trials

None linked

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.