Evidence map›Paper›PMID 41573782›Full record

ArticleFrontiers in public health2025

Determinants of academic performance among medical students in Egypt: a multi-center cross-sectional study.

Mohamed Saad Sayed, Yusof Mohamed Omar, Naira A Shoman, Mohab Sherif, Ursula Abu Nahla, SES Collaborative Group, Doaa Mahmoud Khalil

Abstract readMulticenter Study
In one paragraph

Article in Frontiers in public health, 2025. 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
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0citing papers in PubMed
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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.

Mohamed Saad SayedFaculty of Medicine, Beni-Suef University, Beni Suef, Egypt.
Yusof Mohamed OmarFaculty of Medicine, Mansoura University, Mansoura, Egypt.
Naira A ShomanFaculty of Medicine, Mansoura University, Mansoura, Egypt.
Mohab SherifFaculty of Medicine, Helwan University, Helwan, Cairo, Egypt.
Ursula Abu NahlaFaculty of Medicine, Hebron University, Hebron, Palestine.
SES Collaborative Group
Doaa Mahmoud KhalilPublic Health and Community Medicine, Faculty of Medicine, Beni-Suef University, Beni Suef, Egypt.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Academic performance is a critical determinant of career opportunities for medical students. This study aimed to identify the socio-demographic, institutional, and social factors associated with academic achievement among medical students across Egypt's diverse university systems. Methods: A multi-center cross-sectional study utilizing an online survey was conducted from January to May 2025, involving 751 medical students from 38 public, private, and Al-Azhar universities across Egypt. Academic performance was measured using self-reported cumulative percentage. Multivariable linear regression was used to analyze the relationships between academic performance and various predictive factors. Results: The mean cumulative percentage for the cohort was 85 (SD = 8.96). In the final multivariable model, lower academic performance was significantly associated with being male (unstandardized coefficient ( Conclusion: Academic performance among Egyptian medical students is significantly influenced by a combination of institutional, demographic, and social support factors, which appear more impactful than traditional socioeconomic markers in this cohort. These findings highlight potential systemic inequities and emphasize the need for targeted educational interventions and policy review to ensure a fair and supportive learning environment for all students.

Indexed as

Academic PerformanceStudents, MedicalAdultCross-Sectional StudiesEgyptFemaleHumansMaleSocioeconomic FactorsSurveys and QuestionnairesUniversitiesYoung Adultacademic performanceEgyptinstitutional factorsmedical studentssocioeconomic status

Identifiers

PMID41573782
PMCPMC12821978

What OpenQuestion holds

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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.