Evidence map›Paper›PMID 41975471›Full record

ArticleInternational journal for equity in health2026

Intersectional inequalities in healthcare utilisation in informal settlements in Freetown, Sierra Leone: a multilevel analysis of individual heterogeneity and discriminatory accuracy (MAIHDA).

Ibrahim Juldeh Sesay, Samira Sesay, Haja Wurie-Kamara, Sia Morenike Tengbe, Sullaiman Fullah, Dora Vangahun, Ibrahim Gandi, Noemia Teixeira de Siqueira Filha, Rajith Lakshman, Abu Conteh and 13 more

Abstract read
In one paragraph

Article in International journal for equity in health, 2026. 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

23 authors.

Ibrahim Juldeh Sesay *Sierra Leone Urban Research Center, Freetown, Sierra Leone.
Samira Sesay *College of Medicine and Allied Health Sciences, University of Sierra Leone, Freetown, Sierra Leone.
Haja Wurie-KamaraCollege of Medicine and Allied Health Sciences, University of Sierra Leone, Freetown, Sierra Leone.
Sia Morenike TengbeSierra Leone Urban Research Center, Freetown, Sierra Leone.
Sullaiman FullahSierra Leone Urban Research Center, Freetown, Sierra Leone.
Dora VangahunSierra Leone Urban Research Center, Freetown, Sierra Leone.
Ibrahim GandiCentre of Dialogue on Human Settlement and Poverty Alleviation, Freetown, Sierra Leone.
Noemia Teixeira de Siqueira FilhaDepartment of Health Sciences, Hull and York Medical School, University of York, York, UK.
Rajith LakshmanInstitute of Development Studies (IDS), Falmer, UK.
Abu ContehSierra Leone Urban Research Center, Freetown, Sierra Leone.
Samuel SaiduCollege of Medicine and Allied Health Sciences, University of Sierra Leone, Freetown, Sierra Leone.
Braima KoromaSierra Leone Urban Research Center, Freetown, Sierra Leone.
Bintu MansarayCollege of Medicine and Allied Health Sciences, University of Sierra Leone, Freetown, Sierra Leone.
Helen ElseyDepartment of Health Sciences, Hull and York Medical School, University of York, York, UK.
Lana WhittakerDepartment of International Public Health, Liverpool School of Tropical Medicine, Liverpool, UK.
Laura DeanDepartment of International Public Health, Liverpool School of Tropical Medicine, Liverpool, UK.
Neele Wiltgen GeorgiDepartment of International Public Health, Liverpool School of Tropical Medicine, Liverpool, UK.
Motto NgandaDepartment of International Public Health, Liverpool School of Tropical Medicine, Liverpool, UK.
Francis RefellCentre of Dialogue on Human Settlement and Poverty Alleviation, Freetown, Sierra Leone.
Joseph M MacarthySierra Leone Urban Research Center, Freetown, Sierra Leone.
Alastair H LeylandSchool of Health and Wellbeing, University of Glasgow, Clarice Pears Building, 90 Byres Road, Glasgow, G12 8TB, UK.
Rachel TolhurstDepartment of International Public Health, Liverpool School of Tropical Medicine, Liverpool, UK.
Eliud KibuchiSchool of Health and Wellbeing, University of Glasgow, Clarice Pears Building, 90 Byres Road, Glasgow, G12 8TB, UK. Eliud.Kibuchi@glasgow.ac.uk.

Funding

Medical Research Council MC_UU_00022/2Scottish Government Chief Scientist Office SPHSU17UKRI Collective Fund award ES/S00811X/1
6 · The paper itself

Abstract

introductionResidents of informal settlements face significant intersectional inequalities, due to the overlapping and compounding effects of multiple social factors. This study aims to explore how these intersecting social factors, identified by community members, combine to shape household-level inequalities healthcare utilisation (HU) among residents of informal settlements in Freetown, Sierra Leone.

methodsThis study employed participatory action research to collaboratively identify key social determinants affecting healthcare utilisation in Freetown’s informal settlements. A cross-sectional health and wellbeing survey was implemented in April-May 2023 and collected data from 4,871 households in Cockle Bay, Dwazark, and Moyiba informal settlements. The survey questions were codesigned by researchers and community fieldworkers, informed by prior qualitative research. Two outcomes were analysed: HU within the settlement (n = 4,821), and outside the settlement (n = 4,616). A multilevel analysis of individual heterogeneity and discriminatory accuracy (MAIHDA) was conducted, nesting households within 122 intersectional strata. These strata were defined by six social factors: head of household gender, marital composition, engagement in income-generating activity, food security, disability and the household’s settlement. Intersectional measures included variance partition coefficient (VPC), the proportional change in variance (PCV), and residual intersectional effects.

resultsVPCs of 0.9% (PCV, of 92.8%) for HU within the settlements and of 3.9% (PCV, 81.7%) for HU outside the informal settlements suggest moderate but meaningful intersectional effects in shaping HU inequalities. The lowest levels of HU within informal settlements were observed among single, male, disabled individuals in Moyiba who lacked income-generating activities and experienced food insecurity. For HU outside the settlement, the lowest levels were found among female-headed households in Moyiba who were married, cohabiting, or engaged with a disabled household member, experienced food insecurity, and were engaged in income-generating activities.

conclusionThis study identifies and quantifies inequalities in HU at the household level across three informal settlements in Freetown, driven by intersecting social factors. Addressing these inequalities requires policies that are universally accessible but implemented with an intensity proportionate to the level of vulnerability, ensuring that support is targeted to those most in need.

Indexed as

Healthcare DisparitiesPatient Acceptance of Health CareAdultCross-Sectional StudiesFamily CharacteristicsFemaleHumansMaleMiddle AgedMultilevel AnalysisResidence CharacteristicsSierra LeoneSocioeconomic Disparities in HealthSocioeconomic FactorsHealthcare utilisationInformal settlementsIntersectional inequalitiesMAIHDAQuantitative intersectionality

Identifiers

PMID41975471
PMCPMC13185398

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.