Barbara McPake
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Research Subjects
Research Interests
Barbara McPake has a total of 267 co-authors. Here are the top co-authors by number of shared publications:
- Charles Hongoro
University of Pretoria
7 shared publications Kara Hanson
Health Economics and Finance Programme, London School of Hygiene and Tropical Medicine, Keppel Street, London, WC1E 7HT, United Kingdom
7 shared publications- Freddie Ssengooba
Department of Health Policy Planning and Management, School of Public Health, Makerere University, Kampala, Uganda
6 shared publications - Kara Hanson
Faculty of Public Health and Policy, London School of Hygiene and Tropical Medicine, London, UK
5 shared publications - Tim Ensor
Nuffield Centre for International Health and Development, Leeds Institute of Health Sciences, University of Leeds, Leeds, UK
5 shared publications - Ajay Mahal
University of Melbourne
4 shared publications
Latest Publications
- Open Access
- 7 February 2026
- Published by Elsevier in Social Science & Medicine
- Vol. 395, 119079
How do tensions between medical professionalism and financial incentives play out under case-based payment reform in China
- 7 February 2026
- Published by Elsevier in Social Science & Medicine
- Vol. 395, 119079
Open AccessHow do tensions between medical professionalism and financial incentives play out under case-based payment reform in China
- Open Access
- 27 January 2026
- Published by Taylor & Francis in Health Systems & Reform
- Vol. 12 (1) , 2612754
A Health System Approach to Address Diabetes
- 27 January 2026
- Published by Taylor & Francis in Health Systems & Reform
- Vol. 12 (1) , 2612754
Open AccessA Health System Approach to Address Diabetes
- Open Access
- 9 December 2025
- Published by Elsevier in Preventive Veterinary Medicine
- Vol. 247, 106763
An economic framework for One Health investment: A critical tool for decision makers
- 9 December 2025
- Published by Elsevier in Preventive Veterinary Medicine
- Vol. 247, 106763
Open AccessAn economic framework for One Health investment: A critical tool for decision makers
- Open Access
- 7 August 2025
- Published by F1000 Research Ltd in VeriXiv
An anatomy of out-of-pocket expenditure in four Indian States
- 7 August 2025
- Published by F1000 Research Ltd in VeriXiv
Open AccessAn anatomy of out-of-pocket expenditure in four Indian States
- Open Access
- 23 June 2025
- Published by Taylor & Francis in Health Systems & Reform
- Vol. 11 (1) , 2518797
Overweight, Obesity and Diabetes: Global Trends and a Better Future?
The related overweight, obesity and diabetes epidemics are more than five decades old and have progressed inexorably. A billion people in the world are now obese, and nearly a billion are diabetic. The belief that diabetes is caused by overweight and obesity has led to public health advice focused on lifestyle change as the main preventive approach. This advice has shifted over time, and some parts of the public health community have started to switch from a lifestyle to an environmental perspective. There is a growing but not yet conclusive evidence base that rather than diabetes being caused by overweight and obesity, the three conditions have a common third cause, and difficulties in controlling weight and blood glucose emerge in tandem. New classes of medications, including semaglutides and tirzepatides, effectively address these processes. They are in the early stages of development but have accumulated a safety record over the last decade. They are largely currently available only to those who can afford their relatively high cost, but new generations of related medications are capable of becoming lower cost, and wider access to them could transform the overweight, obesity and diabetes pandemics. There is a marked absence of enthusiasm for their potential role in the public health community. This appears to reflect stigmatized attitudes to overweight and obesity, which contrast with attitudes to diabetes. A successful medical treatment may be the key to resolving that stigma and reversing the three pandemics.
- 23 June 2025
- Published by Taylor & Francis in Health Systems & Reform
- Vol. 11 (1) , 2518797
Open AccessOverweight, Obesity and Diabetes: Global Trends and a Better Future?
The related overweight, obesity and diabetes epidemics are more than five decades old and have progressed inexorably. A billion people in the world are now obese, and nearly a billion are diabetic. The belief that diabetes is caused by overweight and obesity has led to public health advice focused on lifestyle change as the main preventive approach. This advice has shifted over time, and some parts of the public health community have started to switch from a lifestyle to an environmental perspective. There is a growing but not yet conclusive evidence base that rather than diabetes being caused by overweight and obesity, the three conditions have a common third cause, and difficulties in controlling weight and blood glucose emerge in tandem. New classes of medications, including semaglutides and tirzepatides, effectively address these processes. They are in the early stages of development but have accumulated a safety record over the last decade. They are largely currently available only to those who can afford their relatively high cost, but new generations of related medications are capable of becoming lower cost, and wider access to them could transform the overweight, obesity and diabetes pandemics. There is a marked absence of enthusiasm for their potential role in the public health community. This appears to reflect stigmatized attitudes to overweight and obesity, which contrast with attitudes to diabetes. A successful medical treatment may be the key to resolving that stigma and reversing the three pandemics.
- Open Access
Integrated Approaches for the Delivery of Maternal and Child Health Services with Childhood Immunization Programs in Low- and Middle-Income Countries: Systematic Review Update 2011–2020
Background: The integration of maternal and child health services (MCH) with routine immunization is an important global health strategy, particularly in low- and middle-income countries (LMICs). However, evidence is lacking regarding the best practices for service integration and the effect of integration on immunization and linked health service outcomes. Methods: We searched publication databases and gray literature for articles published between 2011 and 2020 that include approaches to integrating MCH services with immunizations during the first two years of life in LMICs. Abstracts and full-text articles were screened for eligibility. For the included articles, data extraction and analysis examined the descriptive characteristics of studies, outcomes, and implementation considerations. Results: Among the 16,578 articles screened, 44 met the criteria for inclusion, representing 34 studies, of which 29 were from Africa. The commonly linked MCH services were family planning (24%), human immunodeficiency virus (HIV) diagnosis or care (21%), and malaria prevention or control (21%). Multiple integration strategies were typically used; the co-location of linked services (65%), the provision of extra services by immunization staff (41%), and/or the provision of extra information by immunization staff (41%) were the most common. In general, integration improved MCH service outcomes (76%) and was either beneficial (55%) or neutral for immunization (35%), with some examples in family planning, malaria, and HIV where integrated services were not beneficial. Important implementation considerations included the careful matching of target populations in service re-design, ensuring support from policy, logistics, and information systems, the provision of adequate training and support of staff to avoid overload, clear client communication regarding service integration, and the need to address community concerns. Conclusions: Integrating MCH services with routine immunization can expand linked services and improve immunization coverage. This study has identified key implementation considerations relevant to both childhood and adult vaccination programs. More research is needed regarding costs and client preferences.
Open AccessIntegrated Approaches for the Delivery of Maternal and Child Health Services with Childhood Immunization Programs in Low- and Middle-Income Countries: Systematic Review Update 2011–2020
Background: The integration of maternal and child health services (MCH) with routine immunization is an important global health strategy, particularly in low- and middle-income countries (LMICs). However, evidence is lacking regarding the best practices for service integration and the effect of integration on immunization and linked health service outcomes. Methods: We searched publication databases and gray literature for articles published between 2011 and 2020 that include approaches to integrating MCH services with immunizations during the first two years of life in LMICs. Abstracts and full-text articles were screened for eligibility. For the included articles, data extraction and analysis examined the descriptive characteristics of studies, outcomes, and implementation considerations. Results: Among the 16,578 articles screened, 44 met the criteria for inclusion, representing 34 studies, of which 29 were from Africa. The commonly linked MCH services were family planning (24%), human immunodeficiency virus (HIV) diagnosis or care (21%), and malaria prevention or control (21%). Multiple integration strategies were typically used; the co-location of linked services (65%), the provision of extra services by immunization staff (41%), and/or the provision of extra information by immunization staff (41%) were the most common. In general, integration improved MCH service outcomes (76%) and was either beneficial (55%) or neutral for immunization (35%), with some examples in family planning, malaria, and HIV where integrated services were not beneficial. Important implementation considerations included the careful matching of target populations in service re-design, ensuring support from policy, logistics, and information systems, the provision of adequate training and support of staff to avoid overload, clear client communication regarding service integration, and the need to address community concerns. Conclusions: Integrating MCH services with routine immunization can expand linked services and improve immunization coverage. This study has identified key implementation considerations relevant to both childhood and adult vaccination programs. More research is needed regarding costs and client preferences.
- 19 January 2024
- Published by Elsevier in Social Science & Medicine
- Vol. 345, 116535
Socio-economic gradients of health and health behaviors: From non-communicable diseases to breast feeding and back
- 19 January 2024
- Published by Elsevier in Social Science & Medicine
- Vol. 345, 116535
Socio-economic gradients of health and health behaviors: From non-communicable diseases to breast feeding and back
- Open Access
- 2 October 2023
- Published by Springer Nature in International Journal for Equity in Health
- Vol. 22 (1) , 1-12
Wealth-based inequality in the continuum of maternal health service utilisation in 16 sub-Saharan African countries
Background: Persistent inequalities in coverage of maternal health services in sub-Saharan Africa (SSA), a region home to two-thirds of global maternal deaths in 2017, poses a challenge for countries to achieve the Sustainable Development Goal (SDG) targets. This study assesses wealth-based inequalities in coverage of maternal continuum of care in 16 SSA countries with the objective of informing targeted policies to ensure maternal health equity in the region. Methods: We conducted a secondary analysis of Demographic and Health Survey (DHS) data from 16 SSA countries (Angola, Benin, Burundi, Cameroon, Ethiopia, Gambia, Guinea, Liberia, Malawi, Mali, Nigeria, Sierra Leone, South Africa, Tanzania, Uganda, and Zambia). A total of 133,709 women aged 15-49 years who reported a live birth in the five years preceding the survey were included. We defined and measured completion of maternal continuum of care as having had at least one antenatal care (ANC) visit, birth in a health facility, and postnatal care (PNC) by a skilled provider within two days of birth. We used concentration index analysis to measure wealth-based inequality in maternal continuum of care and conducted decomposition analysis to estimate the contributions of sociodemographic and obstetric factors to the observed inequality. Results: The percentage of women who had 1) at least one ANC visit was lowest in Ethiopia (62.3%) and highest in Burundi (99.2%), 2) birth in a health facility was less than 50% in Ethiopia and Nigeria, and 3) PNC within two days was less than 50% in eight countries (Angola, Burundi, Ethiopia, Gambia, Guinea, Malawi, Nigeria, and Tanzania). Completion of maternal continuum of care was highest in South Africa (81.4%) and below 50% in nine of the 16 countries (Angola, Burundi, Ethiopia, Guinea, Malawi, Mali, Nigeria, Tanzania, and Uganda), the lowest being in Ethiopia (12.5%). There was pro-rich wealth-based inequality in maternal continuum of care in all 16 countries, the lowest in South Africa and Liberia (concentration index = 0.04) and the highest in Nigeria (concentration index = 0.34). Our decomposition analysis showed that in 15 of the 16 countries, wealth index was the largest contributor to inequality in primary maternal continuum of care. In Malawi, geographical region was the largest contributor. Conclusions: Addressing the coverage gap in maternal continuum of care in SSA using multidimensional and people-centred approaches remains a key strategy needed to realise the SDG3. The pro-rich wealth-based inequalities observed show that bespoke pro-poor or population-wide approaches are needed.
- 2 October 2023
- Published by Springer Nature in International Journal for Equity in Health
- Vol. 22 (1) , 1-12
Open AccessWealth-based inequality in the continuum of maternal health service utilisation in 16 sub-Saharan African countries
Background: Persistent inequalities in coverage of maternal health services in sub-Saharan Africa (SSA), a region home to two-thirds of global maternal deaths in 2017, poses a challenge for countries to achieve the Sustainable Development Goal (SDG) targets. This study assesses wealth-based inequalities in coverage of maternal continuum of care in 16 SSA countries with the objective of informing targeted policies to ensure maternal health equity in the region. Methods: We conducted a secondary analysis of Demographic and Health Survey (DHS) data from 16 SSA countries (Angola, Benin, Burundi, Cameroon, Ethiopia, Gambia, Guinea, Liberia, Malawi, Mali, Nigeria, Sierra Leone, South Africa, Tanzania, Uganda, and Zambia). A total of 133,709 women aged 15-49 years who reported a live birth in the five years preceding the survey were included. We defined and measured completion of maternal continuum of care as having had at least one antenatal care (ANC) visit, birth in a health facility, and postnatal care (PNC) by a skilled provider within two days of birth. We used concentration index analysis to measure wealth-based inequality in maternal continuum of care and conducted decomposition analysis to estimate the contributions of sociodemographic and obstetric factors to the observed inequality. Results: The percentage of women who had 1) at least one ANC visit was lowest in Ethiopia (62.3%) and highest in Burundi (99.2%), 2) birth in a health facility was less than 50% in Ethiopia and Nigeria, and 3) PNC within two days was less than 50% in eight countries (Angola, Burundi, Ethiopia, Gambia, Guinea, Malawi, Nigeria, and Tanzania). Completion of maternal continuum of care was highest in South Africa (81.4%) and below 50% in nine of the 16 countries (Angola, Burundi, Ethiopia, Guinea, Malawi, Mali, Nigeria, Tanzania, and Uganda), the lowest being in Ethiopia (12.5%). There was pro-rich wealth-based inequality in maternal continuum of care in all 16 countries, the lowest in South Africa and Liberia (concentration index = 0.04) and the highest in Nigeria (concentration index = 0.34). Our decomposition analysis showed that in 15 of the 16 countries, wealth index was the largest contributor to inequality in primary maternal continuum of care. In Malawi, geographical region was the largest contributor. Conclusions: Addressing the coverage gap in maternal continuum of care in SSA using multidimensional and people-centred approaches remains a key strategy needed to realise the SDG3. The pro-rich wealth-based inequalities observed show that bespoke pro-poor or population-wide approaches are needed.
- Open Access
- 27 September 2023
- Published by Elsevier in Social Science & Medicine
- Vol. 336, 116286
How social norms and values shape household healthcare expenditures and resource allocation: Insights from India
- 27 September 2023
- Published by Elsevier in Social Science & Medicine
- Vol. 336, 116286
Open AccessHow social norms and values shape household healthcare expenditures and resource allocation: Insights from India
- Open Access
- 18 July 2023
- Published by Elsevier in The Lancet Global Health
- Vol. 11 (8) , e1144-e1145
Economic evaluation is insufficient without health systems analysis
- 18 July 2023
- Published by Elsevier in The Lancet Global Health
- Vol. 11 (8) , e1144-e1145
Open AccessEconomic evaluation is insufficient without health systems analysis