ArticleBMJ global health2022
Comparing modelled with self-reported travel time and the used versus the nearest facility: modelling geographic accessibility to family planning outlets in Kenya.
Article in BMJ global health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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Who cites it
13 citing papers in PubMed.
- Dialysis deserts in the Philippines: a national geospatial modeling study of dialysis services.Global health action · 2026Article
- Evaluating tuberculosis service accessibility in Pakistan by analyzing population movement patterns from telecom mobility and survey data.BMC global and public health · 2026Article
- Spatial distribution, integration and determinants of family planning service provision in Lubumbashi, DRC: a cross-sectional analysis from a health facility census.Reproductive health · 2026Article
- A maximal-coverage approach to prioritizing newborn sickle cell screening sites in Uganda using a sickle cell-malaria co-risk surface.Malaria journal · 2026Article
- Analysis of travel-time to HIV treatment in sub-Saharan Africa reveals inequities in access to antiretrovirals.Communications medicine · 2025Article
- Improving complex health systems and lived environments for maternal and perinatal well-being in urban sub-Saharan Africa: the UrbanBirth Collective.Journal of global health · 2025Article
- Paediatric anaemia in rural Kenya and the role of travel time to emergency care services.Frontiers in epidemiology · 2025Article
- Geospatial disparities in survival of patients with breast cancer in sub-Saharan Africa from the African Breast Cancer-Disparities in Outcomes cohort (ABC-DO): a prospective cohort study.The Lancet. Global health · 2024Article
- Article
- Revealed versus potential spatial accessibility of healthcare and changing patterns during the COVID-19 pandemic.Communications medicine · 2023Article
- A geospatial database of close-to-reality travel times to obstetric emergency care in 15 Nigerian conurbations.Scientific data · 2023Article
- Choice of a family planning outlet in urban areas: The role of distance and quality of services in Kenya and Uganda.Frontiers in global women's health · 2023Article
- Intrauterine Device Use and Perceptions Among Women in Tanzania-A Mixed Methods Study.SAGE open nursingArticle
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
introductionGeographic access to family planning (FP) services has been characterised through a variety of proximity metrics. However, there is little evidence on the validity of women's self-reported compared with modelled travel time to an FP outlet, or between different distance measures.
methodsWe used data from four urban sites in Kenya. A longitudinal FP outlet census was directly linked with data from cross-sectional FP user surveys. We combined characteristics of outlet visited to obtain FP, transport mode, self-reported travel time and location of households and outlets with data on road networks, elevation, land use and travel barriers within a cost-distance algorithm to compute modelled travel time, route and Euclidean distance between households and outlets. We compared modelled and self-reported travel times, Euclidean and route distances and the use of visited versus nearest facility.
results931 contraceptive users were directly linked to their FP source. Self-reported travel times were consistently and significantly higher than modelled times, with greater differences for those using vehicles rather than walking. Modelled and Euclidean distances were similar in the four geographies. 20% of women used their nearest FP outlet while 52% went to their nearest outlet when conditional on it offering their most recently used FP method.
conclusionIn urban areas with high facility density and good road connectivity, over half of FP users visited their nearest outlet with their chosen method available. In these settings, Euclidean distances were sufficient to characterise geographic proximity; however, reported and modelled travel times differed across all sites.
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