Evidence map›Paper›PMID 42348567›Full record

ArticlePloS one2026

Assessing undergraduate mentoring competency in a research-intensive Hispanic serving institution: A revalidation.

Rafael Aguilera, Robert McCreary, Jaime Gutierrez Portillo, Amy E Wagler

Abstract read
In one paragraph

Article in PloS one, 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

4 authors.

Rafael AguileraResearch Evaluation and Assessment Services, The University of Texas at El Paso, El Paso, Texas, United States of America.
Robert McCrearyDepartment of Mathematical Sciences, The University of Texas at El Paso, El Paso, Texas, United States of America.
Jaime Gutierrez PortilloDepartment of Mathematical Sciences, The University of Texas at El Paso, El Paso, Texas, United States of America.
Amy E WaglerResearch Cores Program, New Mexico State University, Las Cruces, New Mexico, United States of America.ORCID https://orcid.org/0000-0001-9799-6059

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Mentoring is a critical factor in fostering persistence and professional identity among undergraduate students from underrepresented minority (URM) backgrounds in STEM. However, the systematic assessment of mentor effectiveness, particularly within diverse institutional contexts, remains a challenge. The Mentoring Competency Assessment (MCA), though widely used, was originally validated on a homogeneous sample and subsequent revisions (MCA-21) relied on traditional psychometric methods (PCA/CFA), leaving concerns about its applicability and complexity in highly diverse settings. This study addressed the need for a culturally relevant and psychometrically rigorous assessment by examining the factor structure of the MCA-21 among research mentors (N = 323) at a Hispanic-Serving Institution (HSI). We utilized Exploratory Graph Analysis (EGA), a network-based method that identifies latent structures without imposing rigid model assumptions, to assess how mentoring competencies cluster in this unique context. EGA results revealed a more parsimonious three-factor structure, significantly differing from the original six-factor model. This abbreviated structure suggests that effective mentorship at an HSI may be best captured by clusters focusing on (1) Research Skill Development, (2) Identity and Belonging, and (3) Career Alignment. These findings indicate that the structure of mentoring competencies is context-dependent, potentially integrating culturally responsive practices into core domains. The resulting three-factor structure provides a validated, context-specific, and less burdensome instrument for HSI settings (CLI = 0.951). This refinement enhances the utility of the MCA for evaluating mentor effectiveness, improving the precision of mentor training programs, and ultimately fostering equitable professional development for URM students in diverse academic environments.

Indexed as

Hispanic or LatinoMentoringMentorsProfessional CompetenceAcademiaFemaleHumansMaleMinority GroupsPsychometricsStudentsUniversities

Identifiers

PMID42348567
PMCPMC13298900

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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.