Evidence map›Paper›PMID 40512697›Full record

ArticlePLOS global public health2025

The implementation of the Workforce Indicators of Staffing Needs (WISN) method to improve access to health workforce in selected South-East Asian countries.

Sikhumbuzo A Mabunda, Mona Gupta, Roshan Sampath, Rohina Joshi

Abstract read
In one paragraph

Article in PLOS global public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

4 authors.

Sikhumbuzo A MabundaSchool of Population Health, University of New South Wales, Sydney, Australia.ORCID https://orcid.org/0000-0001-9458-3742
Mona GuptaNational Health Systems Resource Centre, Ministry of Health and Family Welfare, India.
Roshan SampathInternational Organization for Migration, Colombo, Sri Lanka.ORCID https://orcid.org/0009-0001-8934-3135
Rohina JoshiSchool of Population Health, University of New South Wales, Sydney, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The Workload Indicators of Staffing Needs (WISN) is a tool used to estimate health workforce requirements for national or sub-national regions and health facilities. We determined the implementation of WISN for six countries in the World Health Organization South-East Asia Region (WHO-SEAR). This research ascertained whether WISN's recommendations were adopted and operationalised after the initial assessment. This will then help policymakers identify implementation barriers and enablers for the successful implementation of WISN for the improvement of access to health workforce. We used a multi-method approach comprising qualitative, in-depth, semi-structured interviews, literature reviews and document reviews. First, we conducted a desktop review to understand the context of WISN implementation in Bangladesh, Bhutan, India, Indonesia, Nepal and Sri Lanka. Second, we interviewed a key policymaker responsible for the implementation of WISN in Sri Lanka, Bangladesh, Bhutan and India. Interviews were undertaken virtually, in English using Microsoft Teams virtual software and auto transcribed and recorded using Microsoft Teams. Literature reviews were conducted using electronic databases, documents and reports were sourced from the WHO-SEAR office and/or country of interest's focal persons. Findings from the different methods were synthesized, triangulated and presented using four themes, namely, initial implementation, key findings, primary lessons and directions forward. This study found a high utility of WISN on informing policymakers of the health workforce needs or surplus once the service activity standards were determined. However, all the countries did not have pre-defined service standards and they did not always have the required service data or health information. For WISN to be of utility, countries need to first strengthen their health workforce information systems and digitize workload standards. Furthermore, the government treasury and the employing ministry must be involved at early stages of the planning process to ensure easy phasing in and adaptation of recommendations.

Identifiers

PMID40512697
PMCPMC12165366

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Registered trials

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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.