Evidence map›Paper›PMID 41526582›Full record

ArticleScientific reports2026

Interpretations of reproducibility crisis in medical education research: a qualitative study.

Soleiman Ahmady, Noushin Kohan, Hadi Hamidi, Ahmad Vahednasiri, Manijeh Hooshmandja

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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

5 authors.

Soleiman AhmadySchool of Medical Education and Learning Technology, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
Noushin KohanDepartment of Medical Education and E-Learning in Medical Education, Smart University of Medical Sciences, Tehran, Iran. nu.kohan@gmail.com.
Hadi HamidiDepartment of English Language, School of Health Management and Information Sciences, Iran University of Medical Sciences, Tehran, Iran.
Ahmad VahednasiriDepartment of Medical Education and E-Learning in Medical Education, Smart University of Medical Sciences, Tehran, Iran.
Manijeh HooshmandjaDepartment of E-Learning, Virtual Faculty, and Scientific Pole of E-Learning, Shiraz University of Medical Sciences, Shiraz, Iran.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The scientific community is currently grappling with the "reproducibility crisis," a phenomenon characterized by a significant loss of validity in research outcomes and a subsequent decline in public and scientific confidence. This crisis is evident in the high rate of studies, particularly within medicine and the humanities that fail replication tests and exhibit poor generalizability. This study aimed to specifically examine the issues of reproducibility in medical education research in Iran and propose effective solutions to address this challenge. This investigation employed a qualitative methodology, utilizing conventional content analysis. Data were collected through in-depth, semi-structured interviews with a carefully selected group of 24 medical science professors. Interviewing continued until data saturation was achieved, with each session lasting between 60 and 90 min. The analysis was systematically performed using the established Graneheim and Lundman's framework. The analysis led to the identification of three themes: factors contributing to the reproducibility crisis, its consequences, and potential solutions. These themes were further divided into eight categories. Contributing factors encompassed research methodology, various forms of bias, and contextual elements. The consequences were primarily reflected in two domains-scientific progress and decision-making in educational contexts. In contrast, proposed solutions centered on enhancing methodological rigor and reinforcing a culture of accountability and oversight in research practice. According to the findings, improving the quality and credibility of research in medical education requires a comprehensive strategy built upon three key pillars: advancing researchers' methodological competence, institutionalizing ethical and transparent research practices, and strengthening systems of evaluation and accountability. The effective implementation of initiatives such as the development of clear research guidelines, organization of training and capacity-building workshops, and promotion of robust inter-institutional collaboration can play a vital role in enhancing the quality, reliability, and trustworthiness of medical education research in Iran.

Indexed as

Education, MedicalAcademiaHumansIranQualitative ResearchReproducibility of ResultsResearch DesignMedical educationQuality educationReproducibility crisisResearch methodologyScientific publications

Identifiers

PMID41526582
PMCPMC12864770

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.