Evidence map›Paper›PMID 41381206›Full record

ArticleBMJ global health2025

Salary delays among public sector primary care workers: evidence from facility surveys across 16 low- and middle-income countries.

Han Zhang, Mansha Mahajan, Kevin Croke, Sebastian Bauhoff, Peter Waiswa, Margaret McConnell

Abstract read
In one paragraph

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

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1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Han ZhangDepartment of Global Health and Population, Harvard T H Chan School of Public Health, Boston, Massachusetts, USA haz513@mail.harvard.edu.ORCID 0000-0003-1093-2410
Mansha MahajanDepartment of Global Health and Population, Harvard T H Chan School of Public Health, Boston, Massachusetts, USA.
Kevin CrokeDepartment of Global Health and Population, Harvard T H Chan School of Public Health, Boston, Massachusetts, USA.ORCID 0000-0002-4750-9280
Sebastian BauhoffDepartment of Global Health and Population, Harvard T H Chan School of Public Health, Boston, Massachusetts, USA.ORCID 0000-0001-6017-4991
Peter WaiswaSchool of Public Health, Makerere University, Kampala, Uganda.
Margaret McConnellDepartment of Global Health and Population, Harvard T H Chan School of Public Health, Boston, Massachusetts, USA.ORCID 0000-0002-3437-3249

Funding

Gates Foundation INV-003866
6 · The paper itself

Abstract

backgroundPrimary healthcare is crucial for universal health coverage in low- and middle-income countries. While research on improving workforce performance has focused on training and incentives, the impact of basic payment system functions remains underexplored. This study investigates salary delays among public-sector primary care workers across 16 low- and middle-income countries and the association of delays with worker outcomes.

methodsWe analysed data from World Bank Service Delivery Indicators and Health Results-Based Financing surveys (2010-2018), covering 22 003 primary care workers from 8301 public-sector facilities. Salary delay was defined as any self-reported delay in receiving the previous month's base salary. We examined patterns of delays and their associations with worker motivation, satisfaction and performance using fixed-effects linear probability models.

findingsOn average, 37% of health workers experienced salary delays, ranging from 2% to 83% across countries, primarily due to funding shortages and administrative issues. Delays were more common among workers without formal contracts and in rural or lower-level facilities. Experiencing a salary delay was associated with a 3.1 percentage point (pp) lower probability of being satisfied with one's salary (95% CI -5.7 to -0.5), a 4.6 pp lower probability of feeling motivated (95% CI -7.0 to -2.3), a 1.9 pp higher probability of unauthorised absence (95% CI +0.3 to +3.5) and a 5.6 pp higher probability of outside employment (95% CI +2.5 to +8.6).

interpretationSalary delays are prevalent among public primary healthcare workers in resource-poor settings, affecting vulnerable groups and associated with negative worker outcomes. Addressing delays requires diagnosing bottlenecks across administrative tiers, improving cash-to-payroll execution and allocating resources equitably to settings and worker groups where delays are most concentrated. Future work should examine payment processes across administrative levels and incorporate routine measurement of salary timeliness to support accountability and inform targeted strategies to reduce delays.

Indexed as

Developing CountriesHealth PersonnelPrimary Health CarePublic SectorSalaries and Fringe BenefitsAdultFemaleHumansMaleMiddle AgedSurveys and QuestionnairesGlobal HealthHealth policyHealth systemsPublic Health

Identifiers

PMID41381206
PMCPMC12699552

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LicenceCC BY
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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.