Evidence map›Paper›PMID 38194431›Full record

ReviewMedical education online2024

Financial barriers and inequity in medical education in India: challenges to training a diverse and representative healthcare workforce.

Faique Rahman, Vivek Bhat, Ahmad Ozair, Donald K E Detchou, Manmeet S Ahluwalia

Abstract readReview
In one paragraph

Review in Medical education online, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Article
  2. Article
  3. Restrategizing health human resources for India's Public Health System.Journal of family medicine and primary care · 2026
    Article
  4. Review
  5. Review
  6. Article
  7. Global, Regional, and National Burden of Pressure Ulcers From 1990 to 2021 and Projections Over the Next Decade: Results From the 2021 GBD Study.Wound repair and regeneration : official publication of the Wound Healing Society [and] the European Tissue Repair Society
    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.

Faique RahmanFaculty of Medicine, Jawaharlal Nehru Medical College and Hospital, Aligarh Muslim University (AMU), Aligarh, UP, India.ORCID 0000-0002-8221-9764
Vivek BhatSt. John's Medical College, Bangalore, KA, India.ORCID 0000-0003-4363-1550
Ahmad OzairBloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA.ORCID 0000-0001-6570-4541
Donald K E DetchouDepartment of Neurosurgery, Hospital of the University of Pennsylvania, Philadelphia, PA, USA.ORCID 0000-0001-5763-1389
Manmeet S AhluwaliaHerbert Wertheim College of Medicine, Florida International University, Miami, FL, USA.ORCID 0000-0003-3794-9511

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

India has been historically challenged by an insufficient and heterogeneously clustered distribution of healthcare infrastructure. While resource-limited healthcare settings, such as major parts of India, require multidisciplinary approaches for improvement, one key approach is the recruitment and training of a healthcare workforce representative of its population. This requires overcoming barriers to equity and representation in Indian medical education that are multi-faceted, historical, and rooted in inequality. However, literature is lacking regarding the financial or economic barriers, and their implications on equity and representation in the Indian allopathic physician workforce, which this review sought to describe. Keyword-based searches were carried out in PubMed, Google Scholar, and Scopus in order to identify relevant literature published till November 2023. This state-of-the-art narrative review describes the existing multi-pronged economic barriers, recent and forthcoming changes deepening these barriers, and how these may limit opportunities for having a diverse workforce. Three sets of major economic barriers exist to becoming a specialized medical practitioner in India - resources required to get selected into an Indian medical school, resources required to pursue medical school, and resources required to get a residency position. The resources in this endeavor have historically included substantial efforts, finances, and privilege, but rising barriers in the medical education system have worsened the state of inequity. Preparation costs for medical school and residency entrance tests have risen steadily, which may be further exacerbated by recent major policy changes regarding licensing and residency selection. Additionally, considerable increases in direct and indirect costs of medical education have recently occurred. Urgent action in these areas may help the Indian population get access to a diverse and representative healthcare workforce and also help alleviate the shortage of primary care physicians in the country. Discussed are the reasons for rural healthcare disparities in India and potential solutions related to medical education.

Indexed as

Education, MedicalPhysiciansHealth PersonnelHumansIndiaEntrance examinationglobal healthhealthcare equitymedical schoolNEET-PGNEET-UGrural healthcareundergraduate medical education

Identifiers

PMID38194431
PMCPMC10778416

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

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.