Evidence map›Paper›PMID 42185866›Full record

ArticleBMC health services research2026

Scaling-up skilled health professionals in the rural Indian public health system: projections for 2030.

Yash Jawale, Siddhesh Zadey, Varad Puntambekar, Vedika Sharma, Vidhi Wadhwani, Rachit Sekhrajka, Amit Sahu, Nanditha Venkatesan, Aatmika Nair, Suraj Bhor and 2 more

Abstract read
In one paragraph

Article in BMC health services research, 2026. 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
0cells of the map it votes in
0citing 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

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

12 authors.

Yash JawaleAssociation for Socially Applicable Research (ASAR), Pune, Maharashtra, 411007, India.
Siddhesh ZadeyAssociation for Socially Applicable Research (ASAR), Pune, Maharashtra, 411007, India. sidzadey@asarforindia.org.ORCID http://orcid.org/0000-0003-1176-1529
Varad Puntambekar *Association for Socially Applicable Research (ASAR), Pune, Maharashtra, 411007, India.
Vedika Sharma *Association for Socially Applicable Research (ASAR), Pune, Maharashtra, 411007, India.
Vidhi WadhwaniAssociation for Socially Applicable Research (ASAR), Pune, Maharashtra, 411007, India.
Rachit SekhrajkaAssociation for Socially Applicable Research (ASAR), Pune, Maharashtra, 411007, India.
Amit SahuAssociation for Socially Applicable Research (ASAR), Pune, Maharashtra, 411007, India.
Nanditha VenkatesanAssociation for Socially Applicable Research (ASAR), Pune, Maharashtra, 411007, India.
Aatmika NairAssociation for Socially Applicable Research (ASAR), Pune, Maharashtra, 411007, India.
Suraj BhorAssociation for Socially Applicable Research (ASAR), Pune, Maharashtra, 411007, India.
Sweta DubeyAssociation for Socially Applicable Research (ASAR), Pune, Maharashtra, 411007, India.
Surabhi DharmadhikariAssociation for Socially Applicable Research (ASAR), Pune, Maharashtra, 411007, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundIndia faces a shortage of skilled health professionals (SHPs). There is limited research measuring SHP deficits in rural public health centres. We estimated the current and future SHP densities and deficits, along with costs for SHP scale-up to achieve Sustainable Development Goal (SDG) 2030 targets.

methodsWe used the number of SHPs (doctors, nurses, and midwives) at rural primary and community health centres from the Rural Health Statistics reports (2009-2019) to calculate average annual percentage changes (AAPCs) at national and state levels using JoinPoint regression. Using AAPC values, we projected SHP counts and estimated densities (per 10,000 people) for years until 2030. The projected deficits for 2030 were calculated for three target density thresholds, aligning with the Millennium and Sustainable Development Goals. For scale-up costs, a state-wise statistical average of salaries for SHP groups was calculated assuming a 5% annual increase in allowance.

resultsDuring 2009-19, SHP density grew annually by 2.59% (95% CI: 0.93-4.28). The national SHP density would increase from 8.85 SHPs per 10,000 in 2019 to 11.47 in 2030. In 2030, India is expected to have a deficit of 0.47-1.83 million SHPs. The scale-up costs to cover these deficits would range from INR 1.46-4.96 trillion, about 15% of India's government health spending.

conclusionAt the current rate, Indian rural public health centres will not achieve the target SHP density by 2030. The costs for scaling up the recruitment and retention of rural SHPs are relatively small, making it feasible.

Indexed as

Health PersonnelHealth WorkforceRural Health ServicesForecastingHumansIndiaPublic HealthPublic Health InfrastructureBudget allocationHealth economicsHealth workforceIndiaPublic health systemRural healthScale-upSkilled health professionals

Identifiers

PMID42185866
PMCPMC13397949

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.