Publications by authors named "Barbara McPake"

This paper evaluates the relationship between the degree of cost-sharing and the utilization of outpatient and inpatient health services in China. Using data from the 2015 China Health and Retirement Longitudinal Study (CHARLS), we estimated the association between outpatient and inpatient service utilization and cost-sharing levels associated with outpatient and inpatient services, as well as a comparative metric that quantifies the relative cost-sharing burden between the two. We found that patients in areas with higher levels of cost-sharing for outpatient services exhibit a lower propensity to use outpatient care and a higher inclination to utilize costly hospitalisation services.

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Article Synopsis
  • India faces a serious health crisis, with 315 million adults dealing with hypertension and 100 million with diabetes, prompting the launch of the CoCo-HD program in Kerala and Tamil Nadu to implement large-scale lifestyle interventions.
  • The program aims to evaluate peer support and community mobilization as strategies to enhance diabetes and hypertension management while assessing factors influencing scalability and the economic impact of the intervention.
  • The CoCo-HD program will involve collaborative approaches, train community health workers, and measure outcomes using established evaluation frameworks to ensure effective implementation and improved health outcomes.
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Future global health security requires a health and care workforce (HCWF) that can respond effectively to health crises as well as to changing health needs with ageing populations, a rise in chronic conditions and growing inequality. COVID-19 has drawn attention to an impending HCWF crisis with a large projected shortfall in numbers against need. Addressing this requires countries to move beyond a focus on numbers of doctors, nurses and midwives to consider what kinds of healthcare workers can deliver the services needed; are more likely to stay in country, in rural and remote areas, and in health sector jobs; and what support they need to deliver high-quality services.

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Background: Health risk factors, including smoking, excessive alcohol consumption, overweight, obesity, and insufficient physical activity, are major contributors to many poor health conditions. This study aimed to assess the impact of health risk factors on healthcare resource utilization, work-related outcomes and health-related quality of life (HRQoL) in Australia.

Methods: We used two waves of the nationally representative Household, Income, and Labor Dynamics in Australia (HILDA) Survey from 2013 and 2017 for the analysis.

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We present a novel perspective on thinking about and studying healthcare spending in contexts where few health-related financial risk protection mechanisms exist and where out-of-pocket spending by households is the norm. Drawing on interviews conducted across 20 villages in two states of India, we illustrate and problematize how a complex interplay of social norms and cultural factors underpin spending decisions within households in such contexts. While our analysis draws on the fieldwork at large, we present our findings through selected narratives - stories of patients suffering from chronic breathlessness.

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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).

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Background: According to the reversal hypothesis, as a country's economic and social development progresses, the burden of NCDs and risk factors shifts from rich to poor. The aim of this research is to examine the reversal hypothesis in the Chinese setting.

Methods: Using data from the China Health and Retirement Longitudinal Study (CHARLS) in 2015, we explored whether the reversal hypothesis applies at the subnational level.

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Background: Many European Health Systems are implementing or increasing levels of cost-sharing for medicine in response to the growing constrains on public spending on health despite their negative impact on population health due to delay in seeking care.

Objective: This study aims to examine the relationships between multimorbidity (two or more coexisting chronic diseases, CDs), complex multimorbidity (three or more CDs impacting at least three different body systems), and out-of-pocket expenditure (OOPE) for medicine across European nations.

Methods: This study utilized data on participants aged 50 years and above from two recent waves of the Survey of Health, Aging, and Retirement in Europe conducted in 2013 ( = 55,806) and 2015 ( = 51,237).

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Article Synopsis
  • The study investigates how the Indonesian national health insurance program (JKN) affects women’s choices for childbirth regarding health facilities and providers.
  • It utilizes data from a 2018 household survey of 41,460 women and employs statistical models to identify patterns in these choices based on insurance coverage, location, and socioeconomic factors.
  • Results show that women with JKN coverage are significantly more likely to have childbirth assisted by higher-level providers and in hospitals, highlighting disparities in maternal health access that need further evaluation.*
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Aims: To assess the association between low physical activity, cardiovascular disease (CVD) and risk factors, health service utilization, risk of catastrophic health expenditure, and work productivity in Indonesia.

Methods: In this population-based, panel data analysis, we used data from two waves of the Indonesian Family Life Survey (IFLS) for 2007/2008 and 2014/2015. Respondents aged 40-80 years who participated in both waves were included in this study ( = 5,936).

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The co-occurrence of mental and physical chronic conditions is a growing concern and a largely unaddressed challenge in low-and-middle-income countries. This study aimed to investigate the independent and multiplicative effects of depression and physical chronic conditions on health-related quality of life (HRQoL) in China, and how it varies by age and gender. We used two waves of the China Health and Retirement Longitudinal Study (2011, 2015), including 9227 participants aged ≥ 45 years, 12 physical chronic conditions and depressive symptoms.

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Introduction: Using nationally representative survey data from China and India, this study examined (1) the distribution and patterns of multimorbidity in relation to socioeconomic status and (2) association between multimorbidity and out-of-pocket expenditure (OOPE) for medicines by socioeconomic groups.

Methods: Secondary data analysis of adult population aged 45 years and older from WHO Study on Global Ageing and Adult Health (SAGE) India 2015 (n=7397) and China Health and Retirement Longitudinal Study (CHARLS) 2015 (n=11 570). Log-linear, two-parts, zero-inflated and quantile regression models were performed to assess the association between multimorbidity and OOPE for medicines in both countries.

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Background: We assessed the effect of Indonesia's national health insurance programme ( ()) on effective coverage for maternal and child health across geographical regions and population groups.

Methods: We used four waves of the Indonesia Demographic and Health Survey from 2000 to 2017, which included 38 880 women aged 15-49 years and 144 000 birth records. Key outcomes included antenatal and delivery care, caesarean section and neonatal and infant mortality.

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Objectives: This study aimed to examine the differences in multimorbidity between Aboriginal and Torres Strait Islander people and non-Indigenous Australians, and the effect of multimorbidity on health service use and work productivity.

Setting: Cross-sectional sample of the Household, Income and Labour Dynamics in Australia wave 17.

Participants: A nationally representative sample of 16 749 respondents aged 18 years and above.

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Health system reforms across Africa, Asia and Latin America in recent decades demonstrate the value of health policy and systems research (HPSR) in moving towards the goals of universal health coverage in different circumstances and by various means. The role of evidence in policy making is widely accepted; less well understood is the influence of the concrete conditions under which HPSR is carried out within the national context and which often determine policy outcomes. We investigated the varied experiences of HPSR in Mexico, Cambodia and Ghana (each selected purposively as a strong example reflecting important lessons under varying conditions) to illustrate the ways in which HPSR is used to influence health policy.

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Drawing on interviews conducted in 2019-2020, across twenty villages in India, this paper unpacks how people with chronic illness navigate complex care-seeking terrain. We show how the act of seeking care involves navigating through personal, family, social, economic, cultural, and most importantly, difficult health systems spaces-and entails making difficult social, moral, and financial choices. We show how the absence of reliable and accessible points of first contact for primary care results in people running from pillar to post, taking wrong turns, and becoming disappointed, frustrated, and, sometimes, impoverished.

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Background: This study aims to examine (1) province-level variations in the levels of cardiovascular disease (CVD) risk and behavioral risk for CVDs, (2) province-level variations in the management of cascade of care for hypertension, diabetes, and dyslipidaemia, and (3) the association of province-level economic development and individual factors with the quality of care for hypertension, diabetes, and dyslipidaemia.

Methods: We used nationally representative data from the China Health and Retirement Longitudinal Study in 2015, which included 12,597 participants aged 45 years. Using a care cascade framework, we examined the quality of care provided to patients with three prevalent NCDs: hypertension, diabetes, and dyslipidaemia.

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Introduction: Improving hospital oxygen systems can improve quality of care and reduce mortality for children, but we lack data on cost-effectiveness or sustainability. This study evaluated medium-term sustainability and cost-effectiveness of the Nigeria Oxygen Implementation programme.

Methods: Prospective follow-up of a stepped-wedge trial involving 12 secondary-level hospitals.

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Background: In China, tuberculosis (TB) care, traditionally provided through the Centre for Disease Control (CDC), has been integrated into 'designated' public hospitals at County level, with hospital staff taking on delivery of TB services supported by CDC staff. Little is known about the impact of this initiative on the hospital-based health workers who were delegated to manage TB. Drawing on a case study of two TB 'designated' hospitals in Zhejiang province, we explored factors influencing hospital-based health workers' motivation in the context of integrated TB service delivery.

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Background: Gynaecological cancers are among the most prevalent cancers worldwide, with profound effects on the lives of women and their families. In this critical review, we explore the impacts of these cancers on quality of life (QOL) of women in Asian countries, and highlight areas for future inquiry.

Methods: A systematic search of the literature was conducted in six electronic databases: Web of Science, Scopus, Global Health (CAB Direct), PsycINFO (Ovid), EBMR (Ovid), and Medline (Ovid).

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We conducted a policy situation analysis in three Mekong region countries, focused on how the animal and human health systems interact to control avian influenza (AI). The study used scoping literature reviews aimed at establishing existing knowledge concerning the regulatory context. We then conducted a series of key informant interviews with national and sub-national government officials and representatives of producers and poultry farmers to understand their realities in managing the complex interface of the two sectors to control AI.

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Background: Reducing socioeconomic inequalities in access to good quality health care is key for countries to achieve Universal Health Coverage. This study aims to assess socioeconomic inequalities in effective coverage of reproductive, maternal, newborn and child health (RMNCH) in low- and middle-income countries (LMICs).

Methods: Using the most recent national health surveys from 39 LMICs (between 2014 and 2018), we calculated coverage indicators using effective coverage care cascade that consists of service contact, crude coverage, quality-adjusted coverage, and user-adherence-adjusted coverage.

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