ArticleFrontiers in psychology2026
The association between academic major identity and career decision-making difficulty among Chinese college students: a sequential indirect association model of psychological capital and career adaptability.
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.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Academic major identity, referring to students' cognitive, affective, behavioral, and fit-based identification with their field of study, may be an important correlate of career decision-making difficulty. Career adaptability refers to psychosocial resources that individuals use to manage career-related tasks, transitions, and uncertainty. Drawing on career construction theory, this cross-sectional study examined a theoretically informed model of associations among academic major identity, psychological capital, career adaptability, and career decision-making difficulty among Chinese college students. Data were collected through an anonymous online survey using Questionnaire Star. Participants were 2,255 first-, second-, and third-year undergraduate students recruited from 20 universities in Sichuan Province, China. Established instruments were used to measure academic major identity, psychological capital, career adaptability, and career decision-making difficulty. Structural equation modeling and bias-corrected bootstrap procedures were used to analyze the data. The results showed that academic major identity was negatively associated with career decision-making difficulty and positively associated with psychological capital and career adaptability. Psychological capital and career adaptability were both negatively associated with career decision-making difficulty, and psychological capital was positively associated with career adaptability. Bootstrap analyses further indicated significant indirect associations between academic major identity and career decision-making difficulty through psychological capital, through career adaptability, and through the sequential pathway of psychological capital and career adaptability. These findings should be interpreted as associations rather than causal effects because of the cross-sectional design. Overall, the study contributes to the literature by integrating major-related identification, general positive psychological resources, and career-specific adaptive resources within a single analytical framework. The Chinese higher education context, characterized by major placement, family expectations, and increasingly diversified post-graduation pathways, makes this integrated model particularly relevant for understanding career decision-making difficulty among undergraduates.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.