Evidence map›Paper›PMID 42361048›Full record

ArticlePloS one2026

Personality traits and the managerial capacity of community-based facilities providing HIV services to key populations in Kenya and Malawi.

Andrea Salas-Ortiz, Marjorie Opuni, José Luis Figueroa, Louis Masankha Banda, Alice Olawo, Spy Munthali, Julius Korir, Barbara Nyambura Thirikwa, Agatha Bula, Navindra Persaud and 1 more

Abstract read
In one paragraph

Article in PloS one, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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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

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

11 authors.

Andrea Salas-OrtizCentre for Health Economics, University of York, York, United Kingdom.ORCID https://orcid.org/0000-0003-1839-096X
Marjorie OpuniIndependent Consultant, Geneva, Switzerland.
José Luis FigueroaCenter for Evaluation Research and Surveys (CIEE), National Institute of Public Health (INSP), Cuernavaca, Mexico.
Louis Masankha BandaFHI 360, Lilongwe, Malawi.
Alice OlawoFHI 360, Nairobi, Kenya.
Spy MunthaliUniversity of Malawi, Zomba, Malawi.
Julius KorirKenyatta University, Nairobi, Kenya.
Barbara Nyambura ThirikwaIndependent Consultant, Nairobi, Kenya.
Agatha BulaUNC Project, Lilongwe, Malawi.
Navindra PersaudFHI 360, Washington, District of Columbia, United States of America.
Sergio A Bautista-ArredondoCenter for Evaluation Research and Surveys (CIEE), National Institute of Public Health (INSP), Cuernavaca, Mexico.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Community-based facilities delivering HIV services to key populations often face significant operational and financial challenges, making the quality of management in these organizations particularly important. A growing body of evidence links management quality to health facility performance. However, research on management in health facilities has focused largely on structural characteristics and formal qualifications, with less attention to the non-cognitive characteristics of managers themselves, particularly personality traits. This is a cross-sectional, quantitative analysis of 45 facilities providing HIV services to key populations in Kenya and Malawi. The analysis includes two stages. We first use k-means cluster analysis on management practice data to identify sub-groups of facilities that share similar management profiles. We then use non-linear logit regression models to predict the probability of facilities belonging to each sub-group as a function of manager personality traits, controlling for manager education, experience, and facility location characteristics. We used the Big Five Inventory to measure personality traits. We found two clusters of facilities with statistically different levels of managerial capacity. The higher-capacity cluster shows stronger financial and people management, more developed performance monitoring and target setting, better operations management, and greater community involvement in financial decisions. In the non-linear logit models, educational achievement was not statistically significant. Manager experience working with HIV key populations and higher scores on the Stability meta-trait were positively and significantly associated with the probability of belonging to the high-managerial capacity cluster. The personality traits of managers, together with their technical and cognitive skills, are relevant to the selection and support of managers in these organizations.

Indexed as

Community Health ServicesHealth FacilitiesHIV InfectionsPersonalityCluster AnalysisCross-Sectional StudiesHumansKenyaMalawi

Identifiers

PMID42361048
PMCPMC13308862

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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.