Evidence map›Paper›PMID 40767174›Full record

ArticleInternational journal of health policy and management2025

Health Benefit Package Revision Is an Art as Much as a Science - Lessons Learned on the Organization of the Appraisal Phase.

Rob Baltussen, Mojtaba Nouhi, Andrew Mirelman, Sameen Siddiqi, Cassandra Nemzoff, Gavin Surgey, Stella Umuhoza, Saltanat Zhetibaeva, Baktygul Isaeva, Anna Vassal

Abstract readEditorial
In one paragraph

Article in International journal of health policy and management, 2025. 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

10 authors.

Rob BaltussenRadboud University Medical Center, Nijmegen, The Netherlands.ORCID 0000-0002-8364-2847
Mojtaba NouhiMinistry of Health and Medical Education, Tehran, Iran.ORCID 0000-0002-4466-8403
Andrew MirelmanWorld Health Organisation (WHO), Geneva, Switzerland.ORCID 0000-0002-7622-0937
Sameen SiddiqiAga Khan University, Karachi, Pakistan.ORCID 0000-0001-8289-0964
Cassandra NemzoffLondon School of Hygiene & Tropical Medicine, London, UK.ORCID 0000-0003-2735-0644
Gavin SurgeyRadboud University Medical Center, Nijmegen, The Netherlands.
Stella UmuhozaUniversity of Rwanda, Kigali, Rwanda.ORCID 0000-0003-2759-0947
Saltanat ZhetibaevaMinistry of Health, Astana, Kyrgyzstan.
Baktygul IsaevaMinistry of Health, Astana, Kyrgyzstan.
Anna VassalLondon School of Hygiene & Tropical Medicine, London, UK.ORCID 0000-0002-2911-1375

Funding

World Health Organization 001
6 · The paper itself

Abstract

Many low- and middle-income countries are designing or revising their health benefit packages (HBPs), with appraisal-prioritizing services for reimbursement-being a critical phase. This occurs in a complex landscape of multiple criteria, multiple stakeholders, limited evidence, budget constraints, and tight timelines, varying across countries. Existing guidance documents do not fully address these complexities, requiring analysts to balance methodological rigor with practical constraints. This editorial highlights four key themes in organizing appraisal: decision-making structures, trade-offs between criteria, final recommendations, and the use of cost-effectiveness evidence, thresholds, and budgets. These emerged as central challenges in HBP revisions in Iran, Kyrgyzstan, Liberia, Pakistan, and Rwanda. We emphasize cross-country learning to address these challenges pragmatically, recognizing that high-quality, legitimate appraisal is as much an art as a science. More detailed documentation of appraisal processes is needed to refine HBP revision guidelines and strengthen priority-setting in health systems.

Indexed as

Developing CountriesHealth PolicyCost-Benefit AnalysisDecision MakingHumansAppraisal PhaseGuidanceHealth Benefit Package

Identifiers

PMID40767174
PMCPMC12032234

What Socratic holds

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LicenceCC BY
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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 Socratic graph.