Evidence map›Paper›PMID 32448195›Full record

ArticleBMC public health2020

Medical schools in India: pattern of establishment and impact on public health - a Geographic Information System (GIS) based exploratory study.

Yogesh Sabde, Vishal Diwan, Vijay K Mahadik, Vivek Parashar, Himanshu Negandhi, Tanwi Trushna, Sanjay Zodpey

Abstract read
In one paragraph

Article in BMC public health, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed, 1 pooled it
–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

14 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. How to establish a new medical school? A scoping review of the key considerations.Advances in health sciences education : theory and practice · 2025
    Article
  4. Article
  5. The disposability and inclusion of Brown bodies.American journal of biological anthropology · 2025
    Article
  6. Article
  7. Article
  8. Analysis of acute poisoning cases at a tertiary care hospital.Journal of family medicine and primary care · 2024
    Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. 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

7 authors.

Yogesh SabdeNational Institute for Research in Environmental Health, Bhopal, Madhya Pradesh, India.
Vishal DiwanNational Institute for Research in Environmental Health, Bhopal, Madhya Pradesh, India. vishal.diwan@ki.se.ORCID http://orcid.org/0000-0001-7948-8579
Vijay K MahadikR.D.Gardi Medical College Ujjain, Ujjain, Madhya Pradesh, India.
Vivek ParasharR.D.Gardi Medical College Ujjain, Ujjain, Madhya Pradesh, India.
Himanshu NegandhiIndian Institute of Public Health, New Delhi, India.
Tanwi TrushnaNational Institute for Research in Environmental Health, Bhopal, Madhya Pradesh, India.
Sanjay ZodpeyIndian Institute of Public Health, New Delhi, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundIndian medical education system is on the brink of a massive reform. The government of India has recently passed the National Medical Commission Bill (NMC Bill). It seeks to eliminate the existing shortage and maldistribution of health professionals in India. It also encourages establishment of medical schools in underserved areas. Hence this study explores the geographic distribution of medical schools in India to identify such under and over served areas. Special emphasis has been given to the mapping of new medical schools opened in the last decade to identify the ongoing pattern of expansion of medical education sector in India.

methodsAll medical schools retrieved from the online database of Medical Council of India were plotted on the map of India using geographic information system. Their pattern of establishment was identified. Medical school density was calculated to analyse the effect of medical school distribution on health care indicators.

resultsPresence of medical schools had a positive influence on the public health profile. But medical schools were not evenly distributed in the country. The national average medical school density in India amounted to 4.08 per 10 million population. Medical school density of provinces revealed a wide range from 0 (Nagaland, Dadra and Nagar Haveli, Daman and Diu and Lakshadweep) to 72.12 (Puducherry). Medical schools were seen to be clustered in the vicinity of major cities as well as provincial capitals. Distance matrix revealed that the median distance of a new medical school from its nearest old medical school was just 22.81 Km with an IQR of 6.29 to 56.86 Km.

conclusionsThis study revealed the mal-distribution of medical schools in India. The problem is further compounded by selective opening of new medical schools within the catchment area of already established medical schools. Considering that medical schools showed a positive influence on public health, further research is needed to guide formulation of rules for medical school establishment in India.

Indexed as

Education, MedicalPublic HealthCitiesDatabases, FactualGeographic Information SystemsGovernmentHumansIndiaSchools, MedicalDistance matrixGeographic information systemIndiaMedical schoolNational Medical Commission billNear neighbourhood analysis

Identifiers

PMID32448195
PMCPMC7245906

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.