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Oyugi B, Audi-Poquillon Z, Kendall S, Peckham S. Examining the quality of care across the continuum of maternal care (antenatal, perinatal and postnatal care) under the expanded free maternity policy (Linda Mama Policy) in Kenya: a mixed-methods study. BMJ Open 2024; 14:e082011. [PMID: 38697765 PMCID: PMC11086406 DOI: 10.1136/bmjopen-2023-082011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Accepted: 04/09/2024] [Indexed: 05/05/2024] Open
Abstract
BACKGROUND Kenya still faces the challenge of mothers and neonates dying from preventable pregnancy-related complications. The free maternity policy (FMP), implemented in 2013 and expanded in 2017 (Linda Mama Policy (LMP)), sought to address this challenge. This study examines the quality of care (QoC) across the continuum of maternal care under the LMP in Kenya. METHODS We conducted a convergent parallel mixed-methods study across multiple levels of the Kenyan health system, involving key informant interviews with national stakeholders (n=15), in-depth interviews with county officials and healthcare workers (HCWs) (n=21), exit interview survey with mothers (n=553) who utilised the LMP delivery services, and focus group discussions (n=9) with mothers who returned for postnatal visits (at 6, 10 and 14 weeks). Quantitative data were analysed descriptively, while qualitative data were analysed thematically. All the data were triangulated at the analysis and discussion stage using a framework approach guided by the QoC for maternal and newborns. RESULTS The results showed that the expanded FMP enhanced maternal care access: geographical, financial and service utilisation. However, the facilities and HCWs bore the brunt of the increased workload and burnout. There was a longer waiting time for the initial visit by the pregnant women because of the enhanced antenatal care package of the LMP. The availability and standards of equipment, supplies and infrastructure still posed challenges. Nurses were multitasking and motivated despite the human resources challenge. Mothers were happy to have received care information; however, there were challenges regarding respect and dignity they received (inadequate food, over-crowding, bed-sharing and lack of privacy), and they experienced physical, verbal and emotional abuse and a lack of attention/care. CONCLUSIONS Addressing the negative aspects of QoC while strengthening the positives is necessary to achieve the Universal Health Coverage goals through better quality service for every woman.
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Affiliation(s)
- Boniface Oyugi
- Western Heights, The Mint Nairobi, M and E Advisory Group, Nairobi, Kenya
- Centre for Health Services Studies, University of Kent, Canterbury, UK
| | - Zilper Audi-Poquillon
- Department of Health Policy, The London School of Economics and Political Science, London, UK
| | - Sally Kendall
- Centre for Health Services Studies, University of Kent, Canterbury, UK
| | - Stephen Peckham
- Centre for Health Services Studies, University of Kent, Canterbury, UK
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Mulongo SM, Kaura D, Mash B. A mixed methods study on continuity and care coordination based on the obstetric near miss approach. Health SA 2024; 29:2421. [PMID: 38726055 PMCID: PMC11079400 DOI: 10.4102/hsag.v29i0.2421] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Accepted: 02/12/2024] [Indexed: 05/12/2024] Open
Abstract
Background The near-miss approach assumes that mothers facing life-threatening conditions such as severe pre-eclampsia and postpartum haemorrhage share common risk factors. Among these women, those who survive (near-miss cases) can offer insights into the determinants, providing valuable lessons for understanding underlying factors. Aim To investigate elements of continuity and coordination leading to obstetric near misses. Setting A major referral hospital and its referral pathway in Kenya. Methods Explanatory sequential mixed-methods design. Results Near-miss survivors had lower continuity and coordination of care indices during antenatal visits (COCI = 0.80, p = 0.0026), (modified continuity of care index [MCCI] = 0.62, p = 0.034), and those with non-life-threatening morbidity in the first trimester were more likely to experience a near miss (aOR = 4.34, p = 0.001). Facilities in the western region had a higher burden of near misses compared to the Eastern region. Qualitatively, three deductive themes were identified: sequential coordination, parallel coordination and continuity, along with factors classified as access. In mixed integration, poor continuity indices were explained by quality of interpersonal relationships and woman centredness. Poor coordination was explained by inadequate teamwork between providers in referring and referral facilities and between primary health facilities and the community. Higher near-miss rates in the western region resulted from differences in human and physical resources. Conclusion Promoting woman-centred care, teamwork, improving communication and introducing innovative coordination roles like case and care managers can enhance continuity and coordination of maternal healthcare. Contributions This study contributes to our understanding of the challenges of continuity and coordination in maternal healthcare in resource-poor settings by applying the WHO operationalisation of continuity and coordination using mixed methodology.
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Affiliation(s)
- Samuel M Mulongo
- Department of Nursing, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Doreen Kaura
- Department of Nursing, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Bob Mash
- Department of Family and Emergency Medicine, Stellenbosch University, Cape Town, South Africa
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Yego NKK, Nkurunziza J, Kasozi J. Predicting health insurance uptake in Kenya using Random Forest: An analysis of socio-economic and demographic factors. PLoS One 2023; 18:e0294166. [PMID: 38032867 PMCID: PMC10688734 DOI: 10.1371/journal.pone.0294166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Accepted: 10/27/2023] [Indexed: 12/02/2023] Open
Abstract
Universal Health Coverage (UHC) is a global objective aimed at providing equitable access to essential and cost-effective healthcare services, irrespective of individuals' financial circumstances. Despite efforts to promote UHC through health insurance programs, the uptake in Kenya remains low. This study aimed to explore the factors influencing health insurance uptake and offer insights for effective policy development and outreach programs. The study utilized machine learning techniques on data from the 2021 FinAccess Survey. Among the models examined, the Random Forest model demonstrated the highest performance with notable metrics, including a high Kappa score of 0.9273, Recall score of 0.9640, F1 score of 0.9636, and Accuracy of 0.9636. The study identified several crucial predictors of health insurance uptake, ranked in ascending order of importance by the optimal model, including poverty vulnerability, social security usage, income, education, and marital status. The results suggest that affordability is a significant barrier to health insurance uptake. The study highlights the need to address affordability challenges and implement targeted interventions to improve health insurance uptake in Kenya, thereby advancing progress towards achieving Universal Health Coverage (UHC) and ensuring universal access to quality healthcare services.
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Affiliation(s)
- Nelson Kimeli Kemboi Yego
- African Center of Excellence in Data Science, University of Rwanda, Kigali, Rwanda
- Department of Mathematics and Computer Science, Moi University, Kenya
| | - Joseph Nkurunziza
- African Center of Excellence in Data Science, University of Rwanda, Kigali, Rwanda
- School of Economics, University of Rwanda, Kigali, Rwanda
| | - Juma Kasozi
- African Center of Excellence in Data Science, University of Rwanda, Kigali, Rwanda
- Department of Mathematics, Makerere University, Kampala, Uganda
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Okoth L, Steege R, Ngunjiri A, Theobald S, Otiso L. Policy and practices shaping the delivery of health services to pregnant adolescents in informal urban settlements in Kenya. Health Policy Plan 2023; 38:ii25-ii35. [PMID: 37995266 PMCID: PMC10666924 DOI: 10.1093/heapol/czad070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Revised: 07/19/2023] [Accepted: 07/28/2023] [Indexed: 11/25/2023] Open
Abstract
In Kenya, the pregnancy rate of 15% among adolescents aged 15-19 years is alarmingly high. Adolescent girls living in informal urban settlements are exposed to rapid socio-economic transitions and multiple intersecting health risks and may be particularly disadvantaged in accessing sexual reproductive health services. Understanding vulnerabilities and service-seeking behaviours from different perspectives is important in order to support the development and implementation of progressive policies and services that meet adolescents' unique needs within urban informal settlements. This study explored policy makers, community health service providers' and community members' perceptions of access to, and delivery of, sexual reproductive health services for pregnant adolescents in one informal urban settlement in Nairobi. We employed qualitative methods with respondents throughout the health system, purposively sampled by gender and diversity of roles. We conducted focus group discussions with community members (n = 2 female-only; n = 2 male-only), key informant interviews with policy makers (n = 8), traditional birth attendants (n = 12), community health volunteers (CHVs) (n = 11), a nutritionist (n = 1), social workers (n = 2) and clinical officers (n = 2). We analysed the data using thematic analysis. Government policies and strategies on sexual and reproductive health for adolescents exist in Kenya and there are examples of innovative and inclusive practice within facilities. Key factors that support the provision of services to pregnant adolescents include devolved governance, and effective collaboration and partnerships, including with CHVs. However, inadequate financing and medical supplies, human resource shortages and stigmatizing attitudes from health providers and communities, mean that pregnant adolescents from informal urban settlements often miss out on critical services. The provision of quality, youth-friendly reproductive health services for this group requires policies and practice that seek to achieve reproductive justice through centring the needs and realities of pregnant adolescents, acknowledging the complex and intersecting social inequities they face.
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Affiliation(s)
| | - Rosie Steege
- Liverpool School of Tropical Medicine, Liverpool, United Kingdom
- MARCH Centre, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | | | - Sally Theobald
- Liverpool School of Tropical Medicine, Liverpool, United Kingdom
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Mianda S, Todowede O, Schneider H. Service delivery interventions to improve maternal and newborn health in low- and middle-income countries: scoping review of quality improvement, implementation research and health system strengthening approaches. BMC Health Serv Res 2023; 23:1223. [PMID: 37940974 PMCID: PMC10634015 DOI: 10.1186/s12913-023-10202-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Accepted: 10/23/2023] [Indexed: 11/10/2023] Open
Abstract
INTRODUCTION This review explores the characteristics of service delivery-related interventions to improve maternal and newborn health (MNH) in low-and middle-income countries (LMICs) over the last two decades, comparing three common framings of these interventions, namely, quality improvement (QI), implementation science/research (IS/IR), and health system strengthening (HSS). METHODS The review followed the staged scoping review methodology proposed by Levac et al. (2010). We developed and piloted a systematic search strategy, limited to English language peer-reviewed articles published on LMICs between 2000 and March 2022. Analysis was conducted in two-quantitative and qualitative-phases. In the quantitative phase, we counted the year of publication, country(-ies) of origin, and the presence of the terms 'quality improvement', 'health system strengthening' or 'implementation science'/ 'implementation research' in titles, abstracts and key words. From this analysis, a subset of papers referred to as 'archetypes' (terms appearing in two or more of titles, abstract and key words) was analysed qualitatively, to draw out key concepts/theories and underlying mechanisms of change associated with each approach. RESULTS The searches from different databases resulted in a total of 3,323 hits. After removal of duplicates and screening, a total of 231 relevant articles remained for data extraction. These were distributed across the globe; more than half (n = 134) were published since 2017. Fifty-five (55) articles representing archetypes of the approach (30 QI, 16 IS/IR, 9 HSS) were analysed qualitatively. As anticipated, we identified distinct patterns in each approach. QI archetypes tended towards defined process interventions (most typically, plan-do-study-act cycles); IS/IR archetypes reported a wide variety of interventions, but had in common evaluation methodologies and explanatory theories; and HSS archetypes adopted systemic perspectives. Despite their distinctiveness, there was also overlap and fluidity between approaches, with papers often referencing more than one approach. Recognising the complexity of improving MNH services, there was an increased orientation towards participatory, context-specific designs in all three approaches. CONCLUSIONS Programmes to improve MNH outcomes will benefit from a better appreciation of the distinctiveness and relatedness of different approaches to service delivery strengthening, how these have evolved and how they can be combined.
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Affiliation(s)
- Solange Mianda
- School of Public Health & SAMRC Health Services to Systems Research Unit, University of the Western Cape, Private Bag X17, Bellville, 7535, Cape Town, South Africa.
| | - Olamide Todowede
- Institute of Mental Health, University of Nottingham, Nottingham, UK
| | - Helen Schneider
- School of Public Health & SAMRC Health Services to Systems Research Unit, University of the Western Cape, Private Bag X17, Bellville, 7535, Cape Town, South Africa
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Oyugi B, Kendall S, Peckham S, Orangi S, Barasa E. Exploring the Adaptations of the Free Maternity Policy Implementation by Health Workers and County Officials in Kenya. GLOBAL HEALTH, SCIENCE AND PRACTICE 2023; 11:e2300083. [PMID: 37903583 PMCID: PMC10615244 DOI: 10.9745/ghsp-d-23-00083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/12/2023] [Accepted: 09/26/2023] [Indexed: 11/01/2023]
Abstract
BACKGROUND In 2017, Kenya launched the free maternity policy (FMP) that aimed to provide all pregnant women access to maternal services in private, faith-based, and levels 3-6 public institutions. We explored the adaptive strategies health care workers (HCWs) and county officials used to bridge the implementation challenges and achieve the FMP objectives. METHODS We conducted an exploratory qualitative study using Lipsky's theoretical framework in 3 facilities (levels 3, 4, and 5) in Kiambu County, Kenya. The study involved in-depth interviews (n=21) with county officials, facility in-charges and HCWs, and key informants from national and development partner agencies. Data were audio-recorded, transcribed, and analyzed using a framework thematic approach. RESULTS The results show that HCWs and county officials applied several strategies that were critical in shaping the policymaking, working practice, and professionalism and ethical aspects of the FMP. Strategies of policymaking: hospitals employed additional staff, and the county developed bylaws to strengthen the flow of funds. Strategies of working practice: hospitals and HCWs enhanced patient referrals, and facilities enhanced communication. Strategies of professionalism and ethics: nurses registered and provided service to mothers, and facilities included employees in planning and budgeting. Maladaptations included facilities having leeway to provide FMP services to populations who were excluded from the policy but had to bear the costs. Some discharged mothers immediately after birth, even before offering the fully costed policy benefits, to avoid incurring additional costs. CONCLUSIONS The role of policy implementers and the built-in flexibility and agility in implementing the FMP could enhance service delivery, manage the administrative pressures of implementation, and provide mothers with personalized, responsive service. However, despite their benefits, some resulting unintended consequences may need interventions.
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Affiliation(s)
- Boniface Oyugi
- M and E Advisory Group, Nairobi, Kenya.
- Centre for Health Services Studies, University of Kent, Canterbury, United Kingdom
| | - Sally Kendall
- Centre for Health Services Studies, University of Kent, Canterbury, United Kingdom
| | - Stephen Peckham
- Centre for Health Services Studies, University of Kent, Canterbury, United Kingdom
| | - Stacey Orangi
- Health Economics Research Unit, KEMRI-Wellcome Trust Research Programme, Nairobi, Kenya
| | - Edwine Barasa
- Health Economics Research Unit, KEMRI-Wellcome Trust Research Programme, Nairobi, Kenya
- Center for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
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Kairu A, Orangi S, Mbuthia B, Arwah B, Guleid F, Keru J, Vilcu I, Musuva A, Ravishankar N, Barasa E. The impact of COVID-19 on health financing in Kenya. PLOS GLOBAL PUBLIC HEALTH 2023; 3:e0001852. [PMID: 37889878 PMCID: PMC10610457 DOI: 10.1371/journal.pgph.0001852] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Accepted: 09/18/2023] [Indexed: 10/29/2023]
Abstract
Sudden shocks to health systems, such as the COVID-19 pandemic may disrupt health system functions. Health system functions may also influence the health system's ability to deliver in the face of sudden shocks such as the COVID-19 pandemic. We examined the impact of COVID-19 on the health financing function in Kenya, and how specific health financing arrangements influenced the health systems capacity to deliver services during the COVID-19 pandemic.We conducted a cross-sectional study in three purposively selected counties in Kenya using a qualitative approach. We collected data using in-depth interviews (n = 56) and relevant document reviews. We interviewed national level health financing stakeholders, county department of health managers, health facility managers and COVID-19 healthcare workers. We analysed data using a framework approach. Purchasing arrangements: COVID-19 services were partially subsidized by the national government, exposing individuals to out-of-pocket costs given the high costs of these services. The National Health Insurance Fund (NHIF) adapted its enhanced scheme's benefit package targeting formal sector groups to include COVID-19 services but did not make any adaptations to its general scheme targeting the less well-off in society. This had potential equity implications. Public Finance Management (PFM) systems: Nationally, PFM processes were adaptable and partly flexible allowing shorter timelines for budget and procurement processes. At county level, PFM systems were partially flexible with some resource reallocation but maintained centralized purchasing arrangements. The flow of funds to counties and health facilities was delayed and the procurement processes were lengthy. Reproductive and child health services: Domestic and donor funds were reallocated towards the pandemic response resulting in postponement of program activities and affected family planning service delivery. Universal Health Coverage (UHC) plans: Prioritization of UHC related activities was negatively impacted due the shift of focus to the pandemic response. Contrarily the strategic investments in the health sector were found to be a beneficial approach in strengthening the health system. Strengthening health systems to improve their resilience to cope with public health emergencies requires substantial investment of financial and non-financial resources. Health financing arrangements are integral in determining the extent of adaptability, flexibility, and responsiveness of health system to COVID-19 and future pandemics.
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Affiliation(s)
- Angela Kairu
- Health Economics Research Unit (HERU), KEMRI-Wellcome Trust Research Program, Nairobi, Kenya
| | - Stacey Orangi
- Health Economics Research Unit (HERU), KEMRI-Wellcome Trust Research Program, Nairobi, Kenya
| | | | - Brian Arwah
- Health Economics Research Unit (HERU), KEMRI-Wellcome Trust Research Program, Nairobi, Kenya
| | - Fatuma Guleid
- Health Economics Research Unit (HERU), KEMRI-Wellcome Trust Research Program, Nairobi, Kenya
| | | | | | | | | | - Edwine Barasa
- Health Economics Research Unit (HERU), KEMRI-Wellcome Trust Research Program, Nairobi, Kenya
- Nuffield Department of Medicine, Centre for Tropical Medicine and Global Health, University of Oxford, Oxford, United Kingdom
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Oyugi B, Kendall S, Peckham S, Barasa E. Out-of-pocket payments during childbirth in Kenya under the free maternity services: Perspectives of mothers, healthcare workers and county officials. Wellcome Open Res 2023. [DOI: 10.12688/wellcomeopenres.18577.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
Background: This study seeks to determine the extent of women's out-of-pocket (OOP) payments for delivery under the free maternity policy (FMP). Methods: We conducted a convergent parallel mixed-methods study using quantitative and qualitative data collection. The study was set in three facilities (levels 3, 4, and 5) in Kiambu County, Kenya. The study involved exit interview (EI) surveys with mothers (n = 553) who utilised FMP delivery services and focus group discussions (FGDs) with mothers who returned for postnatal visits (6, 10, and 14 weeks). There were 21 in-depth interviews (IDIs) with county officials and healthcare workers (HCWs). Quantitative data were analysed using descriptive statistics, while qualitative data were audio-recorded, transcribed and analysed using thematic analysis. Results: Despite the FMP being free on paper, mothers incurred OOP payments in practice. The overall mean OOP payments incurred by mothers who underwent normal delivery was 9.50 USD (SD 8.20 USD), and caesarean section (CS) was 10.88 USD (SD 15.16 USD). The main cost drivers were transport, lack of adequate supply and medications, lack of policy clarity by health workers, failure to notify the NHIF office of available clients, and ultrasound scan services. While the OOP payments were not deemed catastrophic, some women perceived it as a barrier to care as they ended up using savings or selling their assets to meet the costs. There were no patient characteristics associated with OOP payments. Conclusions: OOP payments during childbirth in Kenya place a considerable economic burden on mothers and their households. There is need to promote awareness of the policy and provide a sustainable form of transport, especially during emergencies, through collaboration with partners. Prioritising the supply of required medication used in maternal services in the universal health care benefits package to which Kenyan citizens are entitled, or sustainably financing the FMP is crucial.
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Clarke-Deelder E, Opondo K, Achieng E, Garg L, Han D, Henry J, Guha M, Lightbourne A, Makin J, Miller N, Otieno B, Borovac-Pinheiro A, Suarez-Rebling D, Menzies NA, Burke T, Oguttu M, McConnell M, Cohen J. Quality of care for postpartum hemorrhage: A direct observation study in referral hospitals in Kenya. PLOS GLOBAL PUBLIC HEALTH 2023; 3:e0001670. [PMID: 36963063 PMCID: PMC10022124 DOI: 10.1371/journal.pgph.0001670] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Accepted: 02/08/2023] [Indexed: 03/06/2023]
Abstract
Postpartum hemorrhage (PPH) is the leading cause of maternal mortality in Kenya. The aim of this study was to measure quality and timeliness of care for PPH in a sample of deliveries in referral hospitals in Kenya. We conducted direct observations of 907 vaginal deliveries in three Kenyan hospitals from October 2018 through February 2019, observing the care women received from admission for labor and delivery through hospital discharge. We identified cases of "suspected PPH", defined as cases in which providers indicated suspicion of and/or took an action to manage abnormal bleeding. We measured adherence to World Health Organization and Kenyan guidelines for PPH risk assessment, prevention, identification, and management and the timeliness of care in each domain. The rate of suspected PPH among the observed vaginal deliveries was 9% (95% Confidence Interval: 7% - 11%). Health care providers followed all guidelines for PPH risk assessment in 7% (5% - 10%) of observed deliveries and all guidelines for PPH prevention in 4% (3% - 6%) of observed deliveries. Lowest adherence was observed for taking vital signs and for timely administration of a prophylactic uterotonic. Providers did not follow guidelines for postpartum monitoring in any of the observed deliveries. When suspected PPH occurred, providers performed all recommended actions in 23% (6% - 40%) of cases. Many of the critical actions for suspected PPH were performed in a timely manner, but, in some cases, substantial delays were observed. In conclusion, we found significant gaps in the quality of risk assessment, prevention, identification, and management of PPH after vaginal deliveries in referral hospitals in Kenya. Efforts to reduce maternal morbidity and mortality from PPH should emphasize improvements in the quality of care, with a particular focus on postpartum monitoring and timely emergency response.
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Affiliation(s)
- Emma Clarke-Deelder
- Department of Global Health and Population, Harvard T. H. Chan School of Public Health, Boston, MA, United States of America
- Department of Epidemiology and Public Health, Swiss Tropical and Public Health Institute, Allschwil, Switzerland
| | - Kennedy Opondo
- Kisumu Medical and Education Trust, Kisumu, Kenya
- Vayu Global Health Foundation, Boston, MA, United States of America
| | | | - Lorraine Garg
- Department of Emergency Medicine, Global Health Innovation Laboratory, Massachusetts General Hospital, Boston, MA, United States of America
| | - Dan Han
- Department of Global Health and Population, Harvard T. H. Chan School of Public Health, Boston, MA, United States of America
- Lee Kuan Yew School of Public Policy, National University of Singapore, Singapore, Singapore
| | - Junita Henry
- Economics Department, Massachusetts Institute of Technology, Cambridge, MA, United States of America
| | - Moytrayee Guha
- Department of Emergency Medicine, Global Health Innovation Laboratory, Massachusetts General Hospital, Boston, MA, United States of America
- Brown University, Providence, RI, United States of America
| | - Alicia Lightbourne
- Department of Emergency Medicine, Global Health Innovation Laboratory, Massachusetts General Hospital, Boston, MA, United States of America
- Duke University, Durham, North Carolina, United States of America
| | - Jennifer Makin
- Department of Emergency Medicine, Global Health Innovation Laboratory, Massachusetts General Hospital, Boston, MA, United States of America
- Department of Obstetrics and Gynecology, University of Pittsburgh Medical Center, Pittsburgh, PA, United States of America
| | - Nora Miller
- Department of Global Health and Population, Harvard T. H. Chan School of Public Health, Boston, MA, United States of America
| | | | - Anderson Borovac-Pinheiro
- Department of Emergency Medicine, Global Health Innovation Laboratory, Massachusetts General Hospital, Boston, MA, United States of America
- Department of Obstetrics and Gynecology, School of Medical Sciences, University of Campinas, Campinas (SP), Brazil
| | - Daniela Suarez-Rebling
- Department of Emergency Medicine, Global Health Innovation Laboratory, Massachusetts General Hospital, Boston, MA, United States of America
| | - Nicolas A Menzies
- Department of Global Health and Population, Harvard T. H. Chan School of Public Health, Boston, MA, United States of America
| | - Thomas Burke
- Department of Global Health and Population, Harvard T. H. Chan School of Public Health, Boston, MA, United States of America
- Department of Emergency Medicine, Global Health Innovation Laboratory, Massachusetts General Hospital, Boston, MA, United States of America
- Harvard Medical School, Boston, MA, United States of America
| | | | - Margaret McConnell
- Department of Global Health and Population, Harvard T. H. Chan School of Public Health, Boston, MA, United States of America
| | - Jessica Cohen
- Department of Global Health and Population, Harvard T. H. Chan School of Public Health, Boston, MA, United States of America
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Macharia PM, Joseph NK, Nalwadda GK, Mwilike B, Banke-Thomas A, Benova L, Johnson O. Spatial variation and inequities in antenatal care coverage in Kenya, Uganda and mainland Tanzania using model-based geostatistics: a socioeconomic and geographical accessibility lens. BMC Pregnancy Childbirth 2022; 22:908. [PMID: 36474193 PMCID: PMC9724345 DOI: 10.1186/s12884-022-05238-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Accepted: 11/24/2022] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Pregnant women in sub-Saharan Africa (SSA) experience the highest levels of maternal mortality and stillbirths due to predominantly avoidable causes. Antenatal care (ANC) can prevent, detect, alleviate, or manage these causes. While eight ANC contacts are now recommended, coverage of the previous minimum of four visits (ANC4+) remains low and inequitable in SSA. METHODS We modelled ANC4+ coverage and likelihood of attaining district-level target coverage of 70% across three equity stratifiers (household wealth, maternal education, and travel time to the nearest health facility) based on data from malaria indicator surveys in Kenya (2020), Uganda (2018/19) and Tanzania (2017). Geostatistical models were fitted to predict ANC4+ coverage and compute exceedance probability for target coverage. The number of pregnant women without ANC4+ were computed. Prediction was at 3 km spatial resolution and aggregated at national and district -level for sub-national planning. RESULTS About six in ten women reported ANC4+ visits, meaning that approximately 3 million women in the three countries had <ANC4+ visits. The majority of the 366 districts in the three countries had ANC4+ coverage of 50-70%. In Kenya, 13% of districts had < 70% coverage, compared to 10% and 27% of the districts in Uganda and mainland Tanzania, respectively. Only one district in Kenya and ten districts in mainland Tanzania were likely met the target coverage. Six percent, 38%, and 50% of the districts had at most 5000 women with <ANC4+ visits in Kenya, Uganda, and mainland Tanzania, respectively, while districts with > 20,000 women having <ANC4+ visits were 38%, 1% and 1%, respectively. In many districts, ANC4+ coverage and likelihood of attaining the target coverage was lower among the poor, uneducated and those geographically marginalized from healthcare. CONCLUSIONS These findings will be invaluable to policymakers for annual appropriations of resources as part of efforts to reduce maternal deaths and stillbirths.
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Affiliation(s)
- Peter M. Macharia
- grid.33058.3d0000 0001 0155 5938Population Health Unit, Kenya Medical Research Institute-Wellcome Trust Research Programme, Nairobi, Kenya ,grid.9835.70000 0000 8190 6402Centre for Health Informatics, Computing, and Statistics, Lancaster Medical School, Lancaster University, Lancaster, UK
| | - Noel K. Joseph
- grid.33058.3d0000 0001 0155 5938Population Health Unit, Kenya Medical Research Institute-Wellcome Trust Research Programme, Nairobi, Kenya ,grid.9835.70000 0000 8190 6402Centre for Health Informatics, Computing, and Statistics, Lancaster Medical School, Lancaster University, Lancaster, UK
| | | | - Beatrice Mwilike
- grid.25867.3e0000 0001 1481 7466Community Health Nursing Department, School of Nursing, Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
| | - Aduragbemi Banke-Thomas
- grid.36316.310000 0001 0806 5472School of Human Sciences, University of Greenwich, London, UK
| | - Lenka Benova
- grid.11505.300000 0001 2153 5088Department of Public Health, Institute of Tropical Medicine, Antwerp, Belgium
| | - Olatunji Johnson
- grid.5379.80000000121662407Department of Mathematics, The University of Manchester, Manchester, UK
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Henry J, Clarke-Deelder E, Han D, Miller N, Opondo K, Oguttu M, Burke T, Cohen JL, McConnell M. Health care providers’ knowledge of clinical protocols for postpartum hemorrhage care in Kenya: a cross-sectional study. BMC Pregnancy Childbirth 2022; 22:828. [PMID: 36357842 PMCID: PMC9647972 DOI: 10.1186/s12884-022-05128-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Accepted: 10/18/2022] [Indexed: 11/11/2022] Open
Abstract
Background Postpartum hemorrhage (PPH) remains the leading cause of maternal death worldwide despite its often-preventable nature. Understanding health care providers’ knowledge of clinical protocols is imperative for improving quality of care and reducing mortality. This is especially pertinent in referral and teaching hospitals that train nursing and medical students and interns in addition to managing emergency and referral cases. Methods This study aimed to (1) measure health care providers’ knowledge of clinical protocols for risk assessment, prevention, and management of PPH in 3 referral hospitals in Kenya and (2) examine factors associated with providers’ knowledge. We developed a knowledge assessment tool based on past studies and clinical guidelines from the World Health Organization and the Kenyan Ministry of Health. We conducted in-person surveys with health care providers in three high-volume maternity facilities in Nairobi and western Kenya from October 2018-February 2019. We measured gaps in knowledge using a summative index and examined factors associated with knowledge (such as age, gender, qualification, experience, in-service training attendance, and a self-reported measure of peer-closeness) using linear regression. Results We interviewed 172 providers including consultants, medical officers, clinical officers, nurse-midwives, and students. Overall, knowledge was lowest for prevention-related protocols (an average of 0.71 out of 1.00; 95% CI 0.69–0.73) and highest for assessment-related protocols (0.81; 95% CI 0.79–0.83). Average knowledge scores did not differ significantly between qualified providers and students. Finally, we found that being a qualified nurse, having a specialization, being female, having a bachelor's degree and self-reported closer relationships with colleagues were statistically significantly associated with higher knowledge scores. Conclusion We found gaps in knowledge of PPH care clinical protocols in Kenya. There is a clear need for innovations in clinical training to ensure that providers in teaching referral hospitals are prepared to prevent, assess, and manage PPH. It is possible that training interventions focused on learning by doing and teamwork may be beneficial. Supplementary Information The online version contains supplementary material available at 10.1186/s12884-022-05128-6.
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Sanctis TD, Etiebet MA, Janssens W, van der Graaf MH, van Montfort C, Waiyaiya E, Spieker N. Maintaining Continuity of Care for Expectant Mothers in Kenya During the COVID-19 Pandemic: A Study of MomCare. GLOBAL HEALTH: SCIENCE AND PRACTICE 2022; 10:GHSP-D-21-00665. [PMID: 36041832 PMCID: PMC9426986 DOI: 10.9745/ghsp-d-21-00665] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Accepted: 07/25/2022] [Indexed: 11/21/2022]
Abstract
During the COVID-19 pandemic in Kenya, the MomCare platform enabled care-seeking behaviors to increase and quality of care to be maintained for expectant mothers despite social, economic, and access barriers. In Kenya, early coronavirus disease (COVID-19) modeling studies predicted that disruptions in antenatal care and hospital services could increase indirect maternal and neonatal deaths and stillbirths. As the Kenyan government enforced lockdowns and a curfew, many mothers-to-be were unable to safely reach hospital facilities, especially at night. Fear of contracting COVID-19, increasing costs of accessing care, stigma, and falling incomes forced many expectant mothers to give birth at home. MomCare, which primarily serves communities in remote areas and urban slums, links mothers-to-be with payers and health care providers, following a standardized pregnancy program based on World Health Organization guidelines at a predetermined cost and quality. Expectant mothers gain access to care through a mobile wallet on their feature phone (voice, text, and basic internet), and providers are paid after appropriate care is given. Within the first 3 weeks of the pandemic in Kenya, the following services were added to the MomCare bundle: emergency ambulance services during curfew hours, extended bed allowances to encourage early care, phone calls to check on mothers approaching their delivery dates and to promote the generation of a birth plan, SMS messages to inform mothers of open facilities and COVID-19 protocols, and training for clinic staff in managing COVID-19 patients and infection prevention. We compare data collected through the MomCare platform during the 6 months before the first confirmed COVID-19 case in Kenya (September 2019–February 2020) with data collected during the 6 months that followed. This study shows that care-seeking behaviors (enrollment, antenatal/postnatal care, skilled deliveries) increased for mothers-to-be enrolled in MomCare during the COVID-19 lockdowns, while quality of care and outcomes were maintained. Public health practitioners can promote interactive, patient-driven technology like MomCare to augment traditional responses, quickly linking payments with patients and providers in times of crisis.
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Affiliation(s)
| | | | - Wendy Janssens
- Amsterdam Institute for Global Health and Development; Department of Economics; School of Business and Economics, Vrije Universiteit, Amsterdam, The Netherlands
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Ooms GI, van Oirschot J, Okemo D, Reed T, van den Ham HA, Mantel-Teeuwisse AK. Healthcare workers' perspectives on access to sexual and reproductive health services in the public, private and private not-for-profit sectors: insights from Kenya, Tanzania, Uganda and Zambia. BMC Health Serv Res 2022; 22:873. [PMID: 35794551 PMCID: PMC9261038 DOI: 10.1186/s12913-022-08249-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Accepted: 06/16/2022] [Indexed: 11/18/2022] Open
Abstract
Background Access to sexual and reproductive health services remains a challenge for many in Kenya, Tanzania, Uganda and Zambia. Health service delivery in the four countries is decentralised and provided by the public, private and private not-for-profit sectors. When accessing sexual and reproductive health services, clients encounter numerous challenges, which might differ per sector. Healthcare workers have first-hand insight into what impediments to access exist at their health facility. The aim of this study was to identify differences and commonalities in barriers to access to sexual and reproductive health services across the public, private and private not-for-profit sectors. Methods A cross-sectional survey was conducted among healthcare workers working in health facilities offering sexual and reproductive health services in Kenya (n = 212), Tanzania (n = 371), Uganda (n = 145) and Zambia (n = 243). Data were collected in July 2019. Descriptive statistics were used to describe the data, while binary logistic regression analyses were used to test for significant differences in access barriers and recommendations between sectors. Results According to healthcare workers, the most common barrier to accessing sexual and reproductive health services was poor patient knowledge (37.1%). Following, issues with supply of commodities (42.5%) and frequent stockouts (36.0%) were most often raised in the public sector; in the other sectors these were also raised as an issue. Patient costs were a more significant barrier in the private (33.3%) and private not-for-profit sectors (21.1%) compared to the public sector (4.6%), and religious beliefs were a significant barrier in the private not-for-profit sector compared to the public sector (odds ratio = 2.46, 95% confidence interval = 1.69–3.56). In all sectors delays in the delivery of supplies (37.4-63.9%) was given as main stockout cause. Healthcare workers further believed that it was common that clients were reluctant to access sexual and reproductive health services, due to fear of stigmatisation, their lack of knowledge, myths/superstitions, religious beliefs, and fear of side effects. Healthcare workers recommended client education to tackle this. Conclusions Demand and supply side barriers were manifold across the public, private and private not-for-profit sectors, with some sector-specific, but mostly cross-cutting barriers. To improve access to sexual and reproductive health services, a multi-pronged approach is needed, targeting client knowledge, the weak supply chain system, high costs in the private and private not-for-profit sectors, and religious beliefs. Supplementary Information The online version contains supplementary material available at 10.1186/s12913-022-08249-y.
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Affiliation(s)
- Gaby I Ooms
- Health Action International, Overtoom 60-2, 1054 HK, Amsterdam, The Netherlands. .,Utrecht WHO Collaborating Centre for Pharmaceutical Policy and Regulation, Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences (UIPS), Utrecht University, Utrecht, The Netherlands.
| | | | | | - Tim Reed
- Health Action International, Overtoom 60-2, 1054 HK, Amsterdam, The Netherlands
| | - Hendrika A van den Ham
- Utrecht WHO Collaborating Centre for Pharmaceutical Policy and Regulation, Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences (UIPS), Utrecht University, Utrecht, The Netherlands
| | - Aukje K Mantel-Teeuwisse
- Utrecht WHO Collaborating Centre for Pharmaceutical Policy and Regulation, Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences (UIPS), Utrecht University, Utrecht, The Netherlands
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Landrian A, Mboya J, Golub G, Moucheraud C, Kepha S, Sudhinaraset M. Effects of the COVID-19 pandemic on antenatal care utilisation in Kenya: a cross-sectional study. BMJ Open 2022; 12:e060185. [PMID: 35418443 PMCID: PMC9013791 DOI: 10.1136/bmjopen-2021-060185] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
OBJECTIVE The aim of this study was to assess the effects of COVID-19 on antenatal care (ANC) utilisation in Kenya, including women's reports of COVID-related barriers to ANC and correlates at the individual and household levels. DESIGN Cross-sectional study. SETTING Six public and private health facilities and associated catchment areas in Nairobi and Kiambu Counties in Kenya. PARTICIPANTS Data were collected from 1729 women, including 1189 women who delivered in healthcare facilities before the COVID-19 pandemic (from September 2019-January 2020) and 540 women who delivered during the pandemic (from July through November 2020). Women who delivered during COVID-19 were sampled from the same catchment areas as the original sample of women who delivered before to compare ANC utilisation. PRIMARY AND SECONDARY OUTCOME MEASURES Timing of ANC initiation, number of ANC visits and adequate ANC utilisation were primary outcome measures. Among only women who delivered during COVID-19 only, we explored women's reports of the pandemic having affected their ability to access or attend ANC as a secondary outcome of interest. RESULTS Women who delivered during COVID-19 had significantly higher odds of delayed ANC initiation (ie, beginning ANC during the second vs first trimester) than women who delivered before (aOR 1.72, 95% CI 1.24 to 2.37), although no significant differences were detected in the odds of attending 4-7 or ≥8 ANC visits versus <4 ANC visits, respectively (aOR 1.12, 95% CI 0.86 to 1.44 and aOR 1.46, 95% CI 0.74 to 2.86). Nearly half (n=255/540; 47%) of women who delivered during COVID-19 reported that the pandemic affected their ability to access ANC. CONCLUSIONS Strategies are needed to mitigate disruptions to ANC among pregnant women during pandemics and other public health, environmental, or political emergencies.
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Affiliation(s)
- Amanda Landrian
- Jonathan and Karin Fielding School of Public Health, University of California, Los Angeles, Los Angeles, California, USA
| | - John Mboya
- Innovations for Poverty Action, Nairobi, Kenya
| | | | - Corrina Moucheraud
- Jonathan and Karin Fielding School of Public Health, University of California, Los Angeles, Los Angeles, California, USA
| | - Stella Kepha
- Kenya Medical Research Institute, Nairobi, Kenya
| | - May Sudhinaraset
- Jonathan and Karin Fielding School of Public Health, University of California, Los Angeles, Los Angeles, California, USA
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Kabia E, Kazungu J, Barasa E. The Effects of Health Purchasing Reforms on Equity, Access, Quality of Care, and Financial Protection in Kenya: A Narrative Review. Health Syst Reform 2022; 8:2114173. [PMID: 36166272 DOI: 10.1080/23288604.2022.2114173] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022] Open
Abstract
Kenya has implemented several health purchasing reforms to facilitate progress toward universal health coverage. We conducted a narrative review of peer-reviewed and grey literature to examine how these reforms have affected health system outcomes in terms of equity, access, quality of care, and financial protection. We categorized the purchasing reforms we identified into the areas of benefits specification, provider payment, and performance monitoring. We found that the introduction and expansion of benefit packages for maternity, outpatient, and specialized services improved responsiveness to population needs and enhanced protection from financial hardship. However, access to service entitlements was limited by inadequate awareness of the covered services among providers and lack of service availability at contracted facilities. Provider payment reforms increased health facilities' access to funds, which enhanced service delivery, quality of care, and staff motivation. But delays and the perceived inadequacy of payment rates incentivized negative provider behavior, which limited access to care and exposed patients to out-of-pocket payments. We found that performance monitoring reforms improved the quality assurance capacity of the public insurer and enhanced patient safety, service utilization, and quality of care provided by facilities. Although health purchasing reforms have improved access, quality of care, and financial risk protection to some extent in Kenya, they should be aligned and implemented jointly rather than as individual interventions. Measures that policymakers might consider include strengthening communication of health benefits, timely and adequate payment of providers, and enhancing health facility autonomy over the revenues they generate.
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Affiliation(s)
- Evelyn Kabia
- Health Economics Research Unit, KEMRI Wellcome Trust Research Programme, Nairobi, Kenya
| | - Jacob Kazungu
- Health Economics Research Unit, KEMRI Wellcome Trust Research Programme, Nairobi, Kenya
| | - Edwine Barasa
- Health Economics Research Unit, KEMRI Wellcome Trust Research Programme, Nairobi, Kenya.,Nuffield Department of Medicine, University of Oxford, Oxford, UK
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Juma K, Amo-Adjei J, Riley T, Muga W, Mutua M, Owolabi O, Bangha M. Cost of maternal near miss and potentially life-threatening conditions, Kenya. Bull World Health Organ 2021; 99:855-864. [PMID: 34866681 PMCID: PMC8640681 DOI: 10.2471/blt.20.283861] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2020] [Revised: 08/17/2021] [Accepted: 08/18/2021] [Indexed: 11/27/2022] Open
Abstract
OBJECTIVE To estimate the direct costs of treating women with maternal near misses and potentially life-threatening conditions in Kenya and the factors associated with catastrophic health expenditure for these women and their households. METHODS As part of a prospective, nationally representative study of all women with near misses during pregnancy and childbirth or within 42 days of delivery or termination of pregnancy, we compared the cost of treating maternal near-miss cases admitted to referral facilities with that of women with potentially life-threatening conditions. We used logistic regression analysis to assess clinical, demographic and household factors associated with catastrophic health expenditure. FINDINGS Of 3025 women, 1180 (39.0%) had maternal near misses and 1845 (61.0%) had potentially life-threatening conditions. The median cost of treating maternal near misses was 7135 Kenyan shillings (71 United States dollars, US$) compared with 2690 Kenyan shillings (US$ 27) for potentially life-threatening conditions. Of the women who made out-of-pocket payments, 26.4% (122/462) experienced catastrophic expenditure. The highest median costs for treatment of near misses were in Nairobi and Central region (22 220 Kenyan shillings; US$ 222). Women with ectopic pregnancy complications and pregnancy-related infections had the highest median costs of treatment, at 7800 Kenyan shillings (US$ 78) and 3000 Kenyan shillings (US$ 30), respectively. Pregnancy-related infections, abortion, ectopic pregnancy, and treatment in secondary and tertiary facilities were significantly associated with catastrophic expenditure. CONCLUSION The cost of treating maternal near misses is high and leads to catastrophic spending through out-of-pocket payments. Universal health coverage needs to be expanded to guarantee financial protection for vulnerable women.
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Affiliation(s)
- Kenneth Juma
- African Population and Health Research Center, P.O. Box 10787, Manga Cl, Nairobi, Kenya
| | - Joshua Amo-Adjei
- Department of Population and Health, University of Cape Coast, Cape Coast, Ghana
| | - Taylor Riley
- Guttmacher Institute, New York, New York, United States of America
| | - Winstoun Muga
- African Population and Health Research Center, P.O. Box 10787, Manga Cl, Nairobi, Kenya
| | - Michael Mutua
- African Population and Health Research Center, P.O. Box 10787, Manga Cl, Nairobi, Kenya
| | - Onikepe Owolabi
- Guttmacher Institute, New York, New York, United States of America
| | - Martin Bangha
- African Population and Health Research Center, P.O. Box 10787, Manga Cl, Nairobi, Kenya
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