Evidence map›Paper›PMID 40987481›Full record

ArticleBMJ global health2025

Associations between digital financial services and health campaign workers' perceived satisfaction, motivation and performance in Nigeria.

Folashayo Peter Adeniji, David Adewole, Segun Bello, Juliet Aweko, Elizabeth Ekirapa Kiracho, Peter Waiswa, Fredrick Makumbi, Olufunmilayo Fawole

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.

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

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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. Article
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.

Folashayo Peter AdenijiDepartment of Health Policy and Behavioral Sciences, Georgia State University-Atlanta Campus, Atlanta, Georgia, USA folashayoadeniji@yahoo.co.uk fawoleo@ymail.com.ORCID 0000-0002-4697-3081
David AdewoleHealth Policy and Management, University of Ibadan College of Medicine, Ibadan, Nigeria.ORCID 0000-0002-4660-4198
Segun BelloDepartment of Epidemiology and Medical Statistics, University of Ibadan College of Medicine, Ibadan, Oyo, Nigeria.ORCID 0000-0003-0665-223X
Juliet AwekoDepartment of Health Policy, Planning and Management, Makerere University School of Public Health, Kampala, Kampala, Uganda.
Elizabeth Ekirapa KirachoDepartment of Health Policy, Planning and Management, Makerere University School of Public Health, Kampala, Kampala, Uganda.ORCID 0000-0001-6938-2068
Peter WaiswaSchool of Public Health, Department of Health Policy, Planning and Management, Makerere University, Kampala, Uganda.
Fredrick MakumbiEpidemiology and Biostatistics, Makerere University, Kampala, Central Region, Uganda.ORCID 0000-0002-6460-7325
Olufunmilayo FawoleDepartment of Epidemiology and Medical Statistics, University of Ibadan College of Medicine, Ibadan, Oyo, Nigeria folashayoadeniji@yahoo.co.uk fawoleo@ymail.com.ORCID 0000-0002-6982-8899

Funding

Bill & Melinda Gates Foundation INV-030477
6 · The paper itself

Abstract

backgroundUnderstanding the association between digital payment services and health worker outcomes is critical to improving public health outcomes and optimising health workforce efficiency. This study examined the link between digital payment systems and health campaign workers' perceived satisfaction, motivation and performance in Nigeria.

methodsA national survey was conducted among 821 polio immunisation workers who participated in campaigns. A structured electronic questionnaire which had sections on sociodemographic characteristics and digital payments was used to elicit information from participants. Campaign workers' self-reported satisfaction, motivation and performance were assessed using standardised tools for examining these outcomes. Linear mixed model regression analysis was used to examine the factors associated with health worker's motivation, satisfaction and performance. Predictors of these outcomes during periods of cash and digital payment methods were assessed, with statistical significance set at the 5% level.

resultsThis cross-sectional study included 821 health campaign workers in Nigeria, with a mean age of 37.13 years (SD=11.06). Regarding digitised payments, mean scores across all constructs were generally high: general motivation (16.34±2.58; maximum=20), job satisfaction (20.33±3.16; max=25), intrinsic job satisfaction (12.87±1.62; max=15), organisational commitment (16.99±1.96; max=20), conscientiousness (15.68±1.71; max=20), timeliness and attendance (13.35±1.55; max=15) and perceived performance (20.54±2.97; max=25). Overall, the combined motivation, satisfaction and performance score was higher among workers paid via digital methods compared with those paid in cash (104.14±9.34 vs 68.43±50.75). In multivariable linear regression, being female (β=1.83; 95% CI=0.28 to 3.38) and the ability to use the internet (β=1.87; 95% CI=0.02 to 3.72) were significant independent predictors of higher overall scores.

conclusionDigital payment methods were associated with higher health workers' perceived job satisfaction, motivation and performance. Public health stakeholders need to promote the use of digital payments to maximise their positive influence on health workers.

Indexed as

Health PersonnelHealth PromotionJob SatisfactionMotivationAdultCross-Sectional StudiesFemaleHumansMaleMiddle AgedNigeriaSurveys and QuestionnairesGlobal HealthHealth PersonnelHealth policies and all other topicsHealth policy

Identifiers

PMID40987481
PMCPMC12455493

What OpenQuestion 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 OpenQuestion graph.