Evidence map›Paper›PMID 41608137›Full record

ArticlePNAS nexus2026

Trust in advisor predicts Ph.D. students' academic motivation, well-being, and achievement: A prospective longitudinal study.

Danfei Hu, Hyun Joon Park, Peter M Ruberton, Joshua M Smyth, Geoffrey L Cohen, Valerie Purdie-Greenaway, Jonathan E Cook

Abstract read
In one paragraph

Article in PNAS nexus, 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

7 authors.

Danfei HuDepartment of Psychology, The Hebrew University of Jerusalem, Jerusalem 9190501, Israel.ORCID https://orcid.org/0000-0001-6228-692X
Hyun Joon ParkDepartment of Psychology, The Pennsylvania State University, University Park, PA 16801, USA.ORCID https://orcid.org/0000-0001-8785-5420
Peter M RubertonDepartment of Psychology, The Pennsylvania State University, University Park, PA 16801, USA.ORCID https://orcid.org/0000-0002-4918-4563
Joshua M SmythDepartment of Psychology, The Ohio State University, Columbus, OH 43210, USA.
Geoffrey L CohenDepartment of Psychology and Graduate School of Education, Stanford University, Stanford, CA 94305, USA.
Valerie Purdie-GreenawayDepartment of Psychology, Columbia University, New York, NY 10027, USA.
Jonathan E CookDepartment of Psychology, The Pennsylvania State University, University Park, PA 16801, USA.ORCID https://orcid.org/0000-0003-4907-5719

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Ph.D. training across academic disciplines has faced significant challenges, with news and media outlets regularly highlighting student struggles, including frequent distrust and antagonism in relationships with faculty advisors. Given the centrality of the advisor-advisee relationship in doctoral education-most programs follow an apprenticeship model where students are mentored closely by a primary faculty advisor-the quality of this relationship may be particularly important. Yet almost no empirical research has systematically examined the long-term implications of advisor trust in doctoral education. In a prospective longitudinal study of 558 incoming Ph.D. students-primarily in STEM (Science, Technology, Engineering, and Mathematics) fields-at three US research universities, we examined the role of Ph.D. students' trust in their advisor early in graduate school on 17 outcomes measured repeatedly during students' first year, a sensitive period when a disproportionate number of students have historically exited. Results revealed a surprisingly broad and consistent effect of advisor trust, such that students who had greater trust in their advisor finished their first year more motivated, higher in well-being, and more academically successful than those with lower advisor trust. These effects were independent of student and advisor demographics, students' academic preparation, individual characteristics, and existing differences in outcomes measured at the start of graduate school, highlighting the potential causal implications of advisor trust for shaping a successful and healthy Ph.D. journey.

Indexed as

doctoral achievementdoctoral educationdoctoral motivationdoctoral well-being

Identifiers

PMID41608137
PMCPMC12836308

What OpenQuestion holds

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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.