Evidence map›Paper›PMID 35659250›Full record

ArticleHuman resources for health2022

Implementing a health labour market analysis to address health workforce gaps in a rural region of India.

Samir Garg, Narayan Tripathi, Michelle McIsaac, Pascal Zurn, Tomas Zapata, Dilip S Mairembam, Niharika Barik Singh, Hilde de Graeve

Open access · goldAbstract read
In one paragraph

Article in Human resources for health, 2022. 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
4.6field-weighted citation impact, top 5% of its field
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, 23 citations in OpenAlex.

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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

8 authors at 4 institutions in 2 countries.

Samir GargState Health Resource Centre, Raipur, Chhattisgarh, India. koriya@gmail.com.ORCID 0000-0003-4915-0731
Narayan TripathiState Health Resource Centre, Raipur, Chhattisgarh, India.
Michelle McIsaacHealth Workforce Department, WHO, Geneva, Switzerland.
Pascal ZurnHealth Workforce Department, WHO, Geneva, Switzerland.
Tomas ZapataWHO, South East Asia Regional Office, New Delhi, India.
Dilip S MairembamWHO, India Office, New Delhi, India.
Niharika Barik SinghGovernment of Chhattisgarh, Raipur, India.
Hilde de GraeveWHO, India Office, New Delhi, India.
National Health Systems Resource Centre · INWorld Health Organization · CHWorld Health Organization - India · INWorld Health Organization Regional Office for South-East Asia · IN

Funding

World Health Organization 001
6 · The paper itself

Abstract

backgroundHuman Resources for Health (HRH) are essential for making meaningful progress towards universal health coverage (UHC), but health systems in most of the developing countries continue to suffer from serious gaps in health workforce. The Global Strategy on Human Resources for Health-Workforce 2030, adopted in 2016, includes Health Labor Market Analysis (HLMA) as a tool for evidence based health workforce improvements. HLMA offers certain advantages over the traditional approach of workforce planning. In 2018, WHO supported a HLMA exercise in Chhattisgarh, one of the predominantly rural states of India.

methodsThe HLMA included a stakeholder consultation for identifying policy questions relevant to the context. The HLMA focused on state HRH at district-level and below. Mixed methods were used for data collection and analysis. Detailed district-wise data on HRH availability were collected from state's health department. Data were also collected on policies implemented on HRH during the 3 year period after the start of HLMA and changes in health workforce.

resultsThe state had increased the production of doctors but vacancies persisted until 2018. The availability of doctors and other qualified health workers was uneven with severe shortages of private as well as public HRH in rural areas. In case of nurses, there was a substantial production of nurses, particularly from private schools, however there was a lack of trusted accreditation mechanism and vacancies in public sector persisted alongside unemployment among nurses. Based on the HLMA, pragmatic recommendations were decided and followed up. Over the past 3 years since the HLMA began an additional 4547 health workers including 1141 doctors have been absorbed by the public sector. The vacancies in most of the clinical cadres were brought below 20%.

conclusionThe HLMA played an important role in identifying the key HRH gaps and clarifying the underlying issues. The HLMA and the pursuant recommendations were instrumental in development and implementation of appropriate policies to improve rural HRH in Chhattisgarh. This demonstrates important progress on key 2030 Global Strategy milestones of reducing inequalities in access to health workers and improving financing, retention and training of HRH.

Indexed as

Health WorkforceRural PopulationHumansIndiaPublic SectorWorkforceHealth Labor Market AnalysisHealth workforceHuman Resources for HealthIndiaRural areasSupply and demandUnderserved areasWHOWorkforce 2030Workforce strategy

Identifiers

PMID35659250
PMCPMC9167498
OpenAlexW4281866667

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.