Evidence map›Paper›PMID 41904533›Full record

ArticleBMC medical education2026

Socioeconomic background, exam performance, and probability of medical school application among all MCAT examinees, 2017 to 2019.

Arman A Shahriar, Robert Englander, Yan Che, Keme Carter

Abstract read
In one paragraph

Article in BMC medical education, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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.

Arman A ShahriarIndian Health Service, 24760 Hospital Rd, Red Lake, MN, 56671, USA. shahr019@umn.edu.ORCID http://orcid.org/0000-0002-6863-1568
Robert EnglanderUniversity of Illinois College of Medicine, Chicago, IL, USA.
Yan CheDepartment of Public Health Sciences, University of Chicago, Chicago, IL, USA.
Keme CarterThe University of Chicago Pritzker School of Medicine, Chicago, IL, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe Medical College Admissions Test (MCAT) remains a significant barrier for students from low socioeconomic status (SES) backgrounds, with performance disparities driven by unequal access to resources rather than by differences in aptitude. Holistic admissions practices seek to contextualize exam performance alongside other essential pre-medical competencies such as resilience, empathy, and scientific inquiry. Evidence shows that students with middle-tercile MCAT scores who demonstrate these qualities will succeed in medical school and beyond. However, only those who apply can benefit from such holistic review. Little is known about application behaviors at this pivotal stage, when examinees must decide whether to apply with their achieved MCAT score. This study examines the relationship between socioeconomic status, MCAT performance, and application probability.

methodsThis study analyzed de-identified Association of American Medical Colleges (AAMC) data for all MCAT examinees between 2017 and 2019, including sociodemographic characteristics and total MCAT score. The outcome was allopathic (M.D.) medical school application status through the 2021 application cycle, allowing examinees at least two full years to apply. The AAMC parental education and occupation (EO) indicator stood as a proxy for SES – ranging from EO-1 (less than college degree, any occupation) to EO-5 (doctoral degree; executive, managerial or professional occupations). Socioeconomic disadvantage (SED) was defined as EO-1 and EO-2.

resultsMiddle- or top-tercile MCAT scores were achieved by 51.8% of examinees with SED (middle, 33.2%; top, 18.6%) compared with 73.1% of examines without SED (middle, 34.4%; top, 38.7%). The probability of applying to medical school was closely tied to MCAT performance, and regardless of SES, the probability of application with any given MCAT score was similar. While most top-tercile performers (92 to 94%) applied, a much lower proportion of middle-tercile performers (78 to 80%) applied.

conclusionsSocioeconomically disadvantaged MCAT examinees infrequently score in the top tercile where application rates are uniformly high. Those with acceptable, middle-tercile performance may under-appreciate their academic achievements through economic adversity, as over 20% do not apply to medical school. Targeted interventions are needed to promote application and maximize the impact of holistic review.

Indexed as

Academic PerformanceCollege Admission TestEducational MeasurementSchool Admission CriteriaSchools, MedicalSocial ClassStudents, MedicalHumansLow Socioeconomic StatusSocioeconomic FactorsUnited StatesAdmissionsMCATMedical educationMedical school applicationSocioeconomic diversity

Identifiers

PMID41904533
PMCPMC13151120

What OpenQuestion holds

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LicenceCC BY
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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.