Evidence map›Paper›PMID 39821049›Full record

ArticleHealth policy and planning2025

How has the concept of health system software been used in health policy and systems research? A scoping review.

Nicola Burger, Lucy Gilson

Abstract readScoping Review
In one paragraph

Article in Health policy and planning, 2025. 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.

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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

2 authors.

Nicola BurgerGenesis Analytics, 50 6th Street, Hyde Park, Johannesburg 2196, South Africa.ORCID 0000-0002-9881-5579
Lucy GilsonDivision of Health Policy and Systems, University of Cape Town, Falmouth Road, Observatory, Cape Town 7925, South Africa.ORCID 0000-0002-2775-7703

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Understanding health systems as comprising interacting elements of hardware and software acknowledges health systems as complex adaptive systems (CASs). Hardware represents the concrete components of systems, whereas software represents the elements that influence actions and underpin relationships, such as processes, values, and norms. As a specific call for research on health system software was made in 2011, we conducted a qualitative scoping review considering how and for what purpose the concept has been used since then. Our overall purpose was to synthesize current knowledge and generate lessons about how to deepen research on, and understanding of, health system software. The review consisted of two phases: first, for the period 2011-23, all papers that explicitly used the concept of health system software were identified and mapped; second, drawing on a subset of papers from Phase 1, we explored how the concept was purposively used within research. The databases PubMed, Scopus, EBSCOhost, Web of Science, and Google Scholar were systematically searched using a strategy developed by a skilled librarian. In Phase 1, data were extracted from 98 papers. Our analysis revealed that a third of the papers used the software concept rather superficially; a third used it to conceptualize the importance of selected software elements; and a third used it in examining a specific health system experience, such as preparedness or resilience. In Phase 2, our analysis confirmed that researchers have found value in proactively using the software concept within studies, demonstrating two patterns of use. However, a limited understanding of how to investigate interactions among hardware and software elements was also revealed. Future health policy and systems research should purposively investigate hardware-software interactions in order to gain a greater understanding of the complex, adaptive nature of health systems, understand their operations, and institutionalize thinking that considers health systems as CASs.

Indexed as

Delivery of Health CareHealth PolicyHealth Services ResearchSoftwareHumanscomplex adaptive health systemhealth policy and systems researchhealth system hardwarehealth system software

Identifiers

PMID39821049
PMCPMC11886817

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.