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Abstract

As countries turn wealthier, some health indicators, such as child mortality, seem to have well-defined trends. However, others, including cardiovascular conditions, do not follow clear linear patterns of change with economic development. Abnormal blood pressure is a serious health risk factor with consequences for population growth and longevity as well as public and private expenditure in health care and labor productivity. This also increases the risk of the population in certain pandemics, such as COVID-19. To determine the correlation of income and blood pressure, we analyzed time-series for the mean systolic blood pressure (SBP) of men’s population (mmHg) and nominal Gross Domestic Product per capita (GDPPC) for 136 countries from 1980 to 2008 using regression and statistical analysis by Pearson’s correlation (r). Our study finds a trend similar to an inverted-U shaped curve, or a ‘Heart Kuznets Curve’. There is a positive correlation (increase GDPPC, increase SBP) in low-income countries, and a negative correlation in high-income countries (increase GDPPC, decrease SBP). As country income rises people tend to change their diets and habits and have better access to health services and education, which affects blood pressure. However, the latter two may not offset the rise in blood pressure until countries reach a certain income. Investing early in health education and preventive health care could avoid the sharp increase in blood pressure as countries develop, and therefore, avoiding the ‘Heart Kuznets Curve’ and its economic and human impacts.

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... 13 Besides these public health interventions, another possible approach is to reduce socioeconomic disadvantage itself, through social protection (eg, income supplements for families and public investments in education). 14 Although there is a growing literature on the importance of social protection on adult obesity, [15][16][17] less attention has been paid to the roles of such social protection policies in childhood obesity prevention. This gap partly relates to the difficulty of estimating social spending at the individual level. ...
... Finally, we used the secondary exposure variables by replacing total social spending on children with five dimensions of social spending on children (family allowance, maternal and parental leave, ECEC, school education and other benefits), and repeated multivariable linear regressions. 16 In this analysis, we examined 29 OECD countries for which information on all the dimensions of social spending on children were available (Denmark, Mexico, Netherlands, New Zealand, Poland and the USA were excluded). All analyses were conducted using Stata V.15 (StataCorp LLC, College Station, Texas, USA). ...
... 44 There is also a growing literature on the effect of social programmes and education on adult obesity. [15][16][17] Our study extends these previous studies by further focusing on childhood obesity, one of the top public health issues in the modern context, and therefore reinforces the key roles of social protection policies and social spending as their indicator in population health. ...
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... This finding is in line with the literature about expenditure on health care (e.g. Nagano et al., 2020). ...
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Few studies have attempted to identify a causal link between family income and child health, especially in developing countries. This article takes advantage of an exogenous income shock created by China’s rural tax reform between 2000 and 2003 to study the causal impact of household income on child health. The analysis finds that an increase in family income significantly raises children’s height-for-age z-scores. These effects are robust to alternative specifications and a comprehensive set of controls. The article also investigates possible mechanisms generating this result. We find that with a higher income level, better nutritional intake partially accounts for the improvement in child health.
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Elevated blood pressure is the strongest modifiable risk factor for cardiovascular disease worldwide. Despite extensive knowledge about ways to prevent as well as to treat hypertension, the global incidence and prevalence of hypertension and, more importantly, its cardiovascular complications are not reduced—partly because of inadequacies in prevention, diagnosis, and control of the disorder in an ageing world. The aim of the Lancet Commission on hypertension is to identify key actions to improve the management of blood pressure both at the population and the individual level, and to generate a campaign to adopt the suggested actions at national levels to reduce the impact of elevated blood pressure globally. The first task of the Commission is this report, which briefly reviews the available evidence for prevention, identification, and treatment of elevated blood pressure, hypertension, and its cardiovascular complications. The report focuses on how as-yet unsolved issues might be tackled using approaches with population-wide impact and new methods for patient evaluation and education in the broadest sense (some of which are not always strictly evidence based) to manage blood pressure worldwide. The report is built around the concept of lifetime risk applicable to the entire population from conception. Development of subclinical and sometimes clinical cardiovascular disease results from lifetime exposure to cardiovascular risk factors combined with the susceptibility of individuals to the harmful consequences of these risk factors. The Commission recognises the importance of other cardiovascular risk factors—eg, smoking, obesity, dyslipidaemia, and diabetes mellitus—on antihypertensive treatment. However, as a Commission on hypertension, this report focuses mainly on issues and actions related to elevated blood pressure. Previous action plans for improving management of elevated blood pressure and hypertension have not yet provided adequate results. Therefore, the Commission has identified ten essential and achievable goals and ten accompanying, mutually additive, and synergistic key actions that—if implemented effectively and broadly—will make substantial contributions to the management of blood pressure globally. The Commission deliberately has not listed these complementary key actions by priority because the balance between strength of evidence, feasibility, and potential benefit could differ by country.
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This paper reviews the economic research on obesity, covering topics such as the measurement of, and trends in, obesity, the economic causes of obesity (e.g. the monetary price and time cost of food, food assistance programs, income, education, macroeconomic conditions, and peer effects), and the economic consequences of obesity (e.g. lower wages, a lower probability of employment, and higher medical care costs). It also examines the extent to which obesity imposes negative externalities, and economic interventions that could potentially internalize such externalities, such as food taxes, subsidies for school-based physical activity programs, and financial rewards for weight loss. It discusses other economic rationales for government intervention with respect to obesity, such as imperfect information, time inconsistent preferences, and irrational behavior. It concludes by proposing a research agenda for the field. Overall, the evidence suggests that there is no single dominant economic cause of obesity; a wide variety of factors may contribute a modest amount to the risk. There is consistent evidence regarding the economic consequences of obesity, which are lower wages and higher medical care costs that impose negative externalities through health insurance. Studies of economic approaches to preventing obesity, such as menu labeling, taxes on energy-dense foods, and financial rewards for weight loss find only modest effects on weight and thus a range of policies may be necessary to have a substantial effect on the prevalence of obesity. Copyright © 2015. Published by Elsevier B.V.
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We examine the reduced-form relationship between per capita income and various environmental indicators. Our study covers four types of indicators: urban air pollution, the state of the oxygen regime in river basins, fecal contamination of river basins, and contamination of river basins by heavy metals. We find no evidence that environmental quality deteriorates steadily with economic growth. Rather, for most indicators, economic growth brings an initial phase of deterioration followed by a subsequent phase of improvement. The turning points for the different pollutants vary, but in most cases they come before a country reaches a per capita income of $8000.
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Simon Kuznets’ (1955) hypothesis that as a country develops, a natural cycle develops where inequality first increases, then decreases, has become known as the Kuznets curve. This pattern has also been applied to the environment, an ‘Environmental Kuznets curve’, showing that as development occurs, pollution first increases; then decreases because people value clean air. We expand the Kuznets curve to an ‘Obesity Kuznets curve’; as incomes rise, resources become available to buy more food. As such, people consume more calories and obesity rates increase. However, as incomes continue to rise, personal health becomes a more valued asset and people decrease their obesity levels (increasing their health levels). We find evidence of an Obesity Kuznets curve for white females. In addition, we find that as income inequality increases, obesity rates fall.
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Hypertension rates in low- and middle-income countries are “broadly comparable” to those of high-income countries, and levels of treatment and control are inadequate, an international team of researchers has found (Lloyd-Sherlock P et al. Int J Epidemiol. doi:10.1093/ije/dyt215 [published online February 6, 2014]). The researchers determined patterns of hypertension prevalence, awareness, treatment, and control based on survey data from 35 125 people 50 years and older in South Africa, China, Ghana, India, Mexico, and Russia, collected for the World Health Organization’s Study on Global Aging and Adult Health (SAGE).
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Background—It is commonly assumed that cardiovascular disease risk factors are associated with affluence and Westernization. We investigated the associations of body mass index (BMI), fasting plasma glucose, systolic blood pressure, and serum total cholesterol with national income, Western diet, and, for BMI, urbanization in 1980 and 2008. Methods and Results—Country-level risk factor estimates for 199 countries between 1980 and 2008 were from a previous systematic analysis of population-based data. We analyzed the associations between risk factors and per capita national income, a measure of Western diet, and, for BMI, the percentage of the population living in urban areas. In 1980, there was a positive association between national income and population mean BMI, systolic blood pressure, and total cholesterol. By 2008, the slope of the association between national income and systolic blood pressure became negative for women and zero for men. Total cholesterol was associated with national income and Western diet in both 1980 and 2008. In 1980, BMI rose with national income and then flattened at ≈Int$7000; by 2008, the relationship resembled an inverted U for women, peaking at middle-income levels. BMI had a positive relationship with the percentage of urban population in both 1980 and 2008. Fasting plasma glucose had weaker associations with these country macro characteristics, but it was positively associated with BMI. Conclusions—The changing associations of metabolic risk factors with macroeconomic variables indicate that there will be a global pandemic of hyperglycemia and diabetes mellitus, together with high blood pressure in low-income countries, unless effective lifestyle and pharmacological interventions are implemented.
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We propose a methodology to evaluate social projects from an (equality of) opportunity perspective by looking at their effect on (parts of) the distribution of outcomes conditional on morally irrelevant characteristics, taken here to be parental education level and indigenous background. The methodology is applied to evaluate the effects on children’s health outcomes of Mexico’s Oportunidades program, one of the world’s largest conditional cash transfer programs for poor households. The evidence shows that the gains in health opportunities for children from indigenous background are substantial and situated in crucial parts of the distribution, while the gains for children from nonindigenous backgrounds are more limited.
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Based on the recent World Bank urban transport strategy review "Cities on the move", the paper examines the critical differences between the urban transport problems facing cities in the developing and industrialized worlds. Premature congestion and deteriorating environmental safety and security conditions are seen as endemic in the developing country cities. Although the proportion of urban space devoted to movement is often relatively low in the developing world, rates of motorization are seen to be not untypical of those experienced in industrialized countries at similar average income levels. Hence rather than explaining the differences primarily in terms of natural endowments, the paper emphasizes the different and weaker policy and institutional contexts in which urban transport is typically performed in developing countries. It argues that the industrialized world, and particularly the multilateral banks and aid agencies, can make their most effective contribution to development by concentrating on assisting developing countries to overcome these institutional impediments to successful urban development.
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The major risk factors for cardiovascular diseases (CVDs) have been known for at least half a century from both observational and clinical trial study designs1-6. Despite advances in many countries, progress in prevention has been slow from a global perspective. The INTERHEART study and many epidemiologic studies have shown that the vast majority of CVD can be explained by common risk factors, including hypercholesterolaemia, hypertension, diabetes and smoking7. The Global Burden of Disease (GBD) Study has led to a seismic shift in conceptualising the burden of diseases and risk factors across countries and regions, and showed that the "Western affluence" model may be flawed when considering CVDs in low-income settings, where a "dual burden" of communicable and non-communicable diseases exists8-9. Data exists at many levels in many forms and the message of growing burden of risk factors and resultant disease is undeniable. Researchers and clinicians alike strive for better data, better study designs and better analytic methods in order to improve our knowledge of causation and prevention of CVD, which will in turn, allow us to plan the most effective strategies. However, readers are forgiven for concluding that sufficient data already exists, and that it is time for action.
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Health production models include participation in physical activity as an input. We investigate the relationship between participation in physical activity and health using a bivariate probit model. Participation is identified with an exclusion restriction on a variable reflecting sense of belonging to the community. Estimates based on data from Cycle 3.1 of the Canadian Community Health Survey indicate that participation in physical activity reduces the reported incidence of diabetes, high blood pressure, heart disease, asthma, and arthritis as well as being in fair or poor health. Increasing the intensity above the moderate level and frequency of participation in physical activity appears to have a diminishing marginal impact on adverse health outcomes. Our results provide support for guidelines about engaging in exercise regularly to achieve health benefits. Copyright © 2013 John Wiley & Sons, Ltd.
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We examine the role of information in understanding the differential effects of income on the demand for health. In the health capital framework of Grossman (JPE, 1972), we derive the testable hypotheses that individuals adjust their diet in a healthier direction upon receiving negative health information, and that the effect is greater for richer individuals. Based on unique Chinese longitudinal data and a regression discontinuity design that exploits the exogenous cutoff of systolic blood pressure in the diagnosis of hypertension, we find that, upon receiving hypertension diagnosis, individuals reduce fat intake significantly, and richer individuals reduce more. Our results also indicate that among the rich, hypertension diagnosis is more effective for individuals with lower education.
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Economic analyses of equity which focus solely on horizontal inequity offer a partial assessment of socioeconomic inequity in healthcare use. We analyse income-related inequity in cardiovascular disease-related healthcare utilisation by individuals reporting cardiovascular disease in England, including both horizontal and vertical aspects. For the analysis of vertical inequity, we use target groups to estimate the appropriate relationship between healthcare needs and use. We find that including vertical inequity considerations may lead us to draw different conclusions about the nature and extent of income-related inequity. After accounting for vertical inequity in addition to horizontal inequity, there is no longer evidence of inequity favouring the poor for nurse visits, whereas there is some evidence that doctor visits and inpatient stays are concentrated among richer individuals. The estimates of income-related inequity for outpatient visits, electrocardiography tests and heart surgery become even more pro-rich when accounting for vertical inequity. Copyright © 2012 John Wiley & Sons, Ltd.
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The relationship between deforestation and income across 66 countries of Latin America, Africa and Asia is examined. Institutional characteristics as well as macroeconomic policies of each country are hypothesized to impact deforestation. Results show strong evidence of an environmental Kuznets Curve (EKC) relationship between income and deforestation for all three continents. Institutional structure and macroeconomic policy significantly affect the tropical deforestation process. Improvements in political institutions and governance significantly reduce deforestation. The factors leading to deforestation differ across regions, however, and there is no one-size-fits-all global policy recommendation for restraining the tropical deforestation process.
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This paper provides a cross-country comparison of how income inequality has evolved within countries at different levels of development. It uses overlapping nonparametric regression, which allows visual comparisons of inequality both within and across countries. As a result, the methodology allows more specific conclusions than cross-country regressions, and yet is more general than within-country case studies. The approach highlights the problematic conclusions that can arise with parametric regressions, in particular with tests of the Kuznets curve. While some previous results are confirmed, some new results on inequality across countries are also discovered.
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This paper examines the link between the health indicators and the environmental variables for a cross-section of countries widely dispersed on the economic development spectrum. While environment and income are seen to have an inverted-U shaped relationship (Environmental Kuznets Curve (EKC) hypothesis), it is also well established that environment and health are positively related. Our study focuses on the implications of this for the relationship between health and income. In the early phases of income growth, the gains in health and the losses in environmental quality could cancel each other out and this challenges the idea that as incomes increase health would always improve. To empirically analyse these issues, we estimate a two-stage least squares model that focuses on the impact of income and the environment on health status, with environment being an endogenous variable. Our results show that the environmental stress variable has a significant negative effect on health status. At the same time, gross national product (GNP) levels are shown to vary positively with health status variables. We find that the health gains obtained through improved incomes can be negated to a significant extent if the indirect effect of income acting via the environment is ignored. Research findings in this regard would be a useful policy instrument towards maximising both the environmental and health gains that come with economic growth and development.
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Recent studies characterize the last half of the twentieth century as an era of cross-national health convergence, with some attributing welfare gains in the developing world to economic growth. In this study, I examine the extent to which welfare outcomes have actually converged and the extent to which economic development is responsible for the observed trends. Drawing from estimates covering 195 nations during the 1955-2005 period, I find that life expectancy averages converged during this time, but that infant mortality rates continuously diverged. I develop a narrative that implicates economic development in these contrasting trends, suggesting that health outcomes follow a "welfare Kuznets curve." Among poor countries, economic development improves life expectancy more than it reduces infant mortality, whereas the situation is reversed among wealthier nations. In this way, development has contributed to both convergence in life expectancy and divergence in infant mortality. Drawing from 674 observations across 163 countries during the 1980-2005 period, I find that the positive effect of GDP PC on life expectancy attenuates at higher levels of development, while the negative effect of GDP PC on infant mortality grows stronger.