Mohammad Abu-Zaineh

Chercheur ,  Aix-Marseille Université , Faculté de médecine (MEDECINE)

Économie publique
Abu-Zaineh
Statut
Professeur des universités
Domaine(s) de recherche
Économétrie, Économie de la santé, Économie publique
Thèse
2008, Aix-Marseille Université
Téléchargement
CV
Contact
mohammad.abu-zaineh[at]univ-amu.fr
+33(0)4 13 55 25 20
Adresse

AMU - AMSE
5-9 Boulevard Maurice Bourdet, CS 50498
​13205 Marseille Cedex 1

Site
https://sites.google.com/view/mohammad-abuzaineh
Résumé We address the question of the measurement of health achievement and inequality in the context of variables exhibiting an inverted-U relation with health and well-being. The chosen approach is to measure separately achievement and inequality in the health increasing range of the variable, from a lower survival bound a to an optimum value m, and in the health decreasing range from m to an upper survival bound b. Because in the health decreasing range, the equally distributed equivalent value associated with a distribution is decreasing in progressive transfers, the paper introduces appropriate relative and absolute achievement and inequality indices to be used for variables exhibiting a negative association with well-being. We then discuss questions pertaining to consistent measurement across health attainments and shortfalls, as well as the ordering of distributions exhibiting an inverted-U relation with well-being. An illustration of the methodology is provided using a group of five Arab countries.
Mots clés Anthropometrics, Health achievement and inequality, Survival thresholds, Arab countries
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Résumé Introduction: Developing countries face major challenges in implementing universal health coverage (UHC): a widespread informal sector, general discontent with rising economic insecurity and inequality and the rollback of state and public welfare. Under such conditions, estimating the demand for a health insurance scheme (HIS) on voluntary basis can be of interest to accelerate the progress of UHC-oriented reforms. However, a major challenge that needs to be addressed in such context is related to protest attitudes that may reflect, inter alia, a null valuation of the expected utility or unexpressed demand. Methods: We propose to tackle this by applying a contingent valuation survey to a non-healthcare-covered Tunisian sample vis-à-vis joining and paying for a formal HIS. Our design pays particular attention to identifying the nature of the willingness-to-pay (WTP) values obtained, distinguishing genuine null values from protest values. To correct for potential selection issues arising from protest answers, we estimate an ordered-Probit-selection model and compare it with the standard Tobit and Heckman sample selection models. Results: Our results support the presence of self-selection and, by predicting protesters' WTP, allow the “true” sample mean WTP to be computed. This appears to be about 14% higher than the elicited mean WTP. Conclusion: The WTP of the poorest non-covered respondents represents about one and a half times the current contributions of the poorest formal sector enrolees, suggesting that voluntary participation in the formal HIS is feasible.
Mots clés Protest answers, Self-selection, Universal health coverage, Willingness-to-pay, Contingent valuation
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Résumé Background: Achieving universal health coverage (UHC) has recently received attention in response to calls from international organisations to expand health coverage to hard-to-reach segments of the population (eg, informal workers, and unemployed and poor people). Despite the strong commitment to achieving UHC, its implementation continues to spark vigorous debate among policy makers, scholars, and the international health community. Much of the recent debate has focused on the macro-fiscal challenges that many developing countries face in implementing and sustaining UHC-oriented reforms, and there has also been debate in relation to challenges of the micro-behavioural sphere (at the level of the individual). Some of these challenges pertain to the structure of the labour market in developing countries, which is characterised by the large size of non-contributory segments of the population, mainly informal workers and unemployed individuals. This raises the important policy questions of the feasibility of expanding health coverage to the informal sector and the unemployed on a contributory basis. Methods: We assessed the feasibility of UHC using a dynamic general equilibrium approach while accounting for heterogeneity across households in terms of their employment and socioeconomic status. The model was calibrated using the Palestinian Expenditures and Consumption Survey (PECS, 2011), and the Social Accounting Matrix (SAM, 2011). We assessed alternative health insurance designs proposed to target the informal workers. Fiscal sustainability of the reforms was examined using the debt-to-GDP ratio and the microeconomic impact was assessed using the concept of consumption equivalent variation (CEV), defined as the amount of additional consumption a household would give up to move from the pre-insurance to the post-insurance level of welfare. A positive CEV value indicates that individuals are willing to pay for the health insurance. The higher the CEV value, the higher the gains of health insurance. Findings: A simultaneous expansion of UHC coverage of the population and health-care costs would enhance welfare for all households. However, such an expansion would reduce government expenditure that is allocated to other sectors; for example, it was estimated that the reduction would have been approximately 10% in 2020. To finance this UHC-driven debt, we examined the impact of a tax-financed UHC-oriented reform and a low-premium, low-coverage government-sponsored health insurance that targets informal workers. Although both policies would generate additional revenues to serve the UHC debt, government-sponsored health insurance targeting informal workers seems to be more feasible in terms of its impact on household welfare. That is, the informal workers would be better off under the government-sponsored health insurance scheme. Interpretation: In the absence of precise information on the ability to pay of informal workers, which in some cases might be comparable to that of formal workers, it is reasonable for the government to charge better-off informal workers rather than naively exempting them. The findings corroborate previous evidence suggesting that informal workers are willing to join health insurance schemes that charge them lower premiums for a slightly less generous benefit package than the health insurance schemes of formal workers. This health insurance might be deemed equitable in terms of the degree of financial protection that informal workers can obtain compared with the scenario in which they are left to bear high out-of-pocket health-care costs.
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Résumé Cette étude a pour objectif d’évaluer différents modes de financement de la couverture santé universelle au Sénégal. La méthode utilisée, la micro-simulation, permet d’examiner l’impact de différents scenarii sur les consommations des ménages ainsi que sur les dépenses publiques. Les résultats montrent que la généralisation d’une assurance-maladie à l’ensemble de la population, associée à une réduction des coûts directs des soins, augmenterait les consommations de soins des Sénégalais, améliorant donc leur accès aux services de santé. Néanmoins, une telle généralisation serait coûteuse pour les finances publiques. Pour limiter les coûts supportés par le gouvernement, l’augmentation du taux d’imposition sur la consommation et de la prime de contribution à l’assurance-maladie serait utile et permettrait de ramener les finances publiques à l’équilibre.
Mots clés Sahel, Coûts directs des soins, Finances publiques, Micro-simulation, Couverture sante universelle
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Résumé Akin to other developing countries, Algeria has witnessed an increasing role of the private health sector in the past two decades. Our study sheds light on the public–private overlap and the phenomenon of physician dual practice in the provision of health care services using the particular case of cesarean deliveries in Algeria. Existing studies have reported that, compared to the public sector, delivering in a private health facility increases the risk of enduring a cesarean section. While confirming this result for the case of Algeria, our study also reveals the existence of public–private differentials in the effect of medical variables on the probability of cesarean delivery. After controlling for selection in both sectors, we show that cesarean deliveries in the private sector tend to be less medically justified compared with those taking place in the public sector, thus, potentially leading to maternal and neonatal health problems. As elsewhere, the contribution of the private health sector to the unmet need for health care in Algeria hinges on an appropriate legal framework that better coordinates the activities of the two sectors and reinforces their complementarity.
Mots clés Cesarean delivery, Algeria, Physician dual practice, Public–private differentials
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Résumé Cette étude vise à évaluer la faisabilité et l'impact macro-économique de l'extension de la couverture sanitaire à l'ensemble de la population en vue de l'atteinte de la couverture universelle (CSU) au Mali et au Tchad. Nous utilisons une approche méthodologique par micro-simulation pour examiner l'impact d'un scénario de CSU sur les dépenses de santé des ménages ainsi que les recettes et les dépenses publiques. Etant donné les diffèrent taux actuels de couverture de la population, les résultats montrent que l'atteinte de l'objectif coûterait aux gouvernements du Mali et du Tchad 17 182 et 44 415 millions de FCFA, respectivement. L'atteinte de la CSU pourrait augmenter l'accès aux soins des ménages, mais aussi le fardeau budgétaire du gouvernement ; il faudrait donc disposer de bonnes stratégies de financement public. L'étude évalue donc en parallèle les bénéfices à attendre d'une hausse de la prime d'assurance maladie.
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Résumé In their quest for universal health coverage (UHC), many developing countries use alternative financing strategies including general revenues to expand health coverage to the whole population. Unless a policy adjustment is undertaken, future generations may foot the bill of the UHC. This raises the important policy questions of who bears the burden of UHC and whether the UHC-fiscal stance is sustainable in the long term. These two questions are addressed using an overlapping generations model within a general equilibrium (OLG-CGE) framework applied to Palestine. We assess and compare alternative ways of financing the UHC-ridden deficit (viz. deferred-debt, current and phased-manner finance) and their implications on fiscal sustainability and intergenerational inequalities. The policy instruments examined include direct labour-income tax and indirect consumption taxes as well as health insurance contributions. Results show that in the absence of any policy adjustment, the implementation of UHC would explode the fiscal deficit and debt-GDP ratio. This indicates that the UHC-fiscal stance is rather unsustainable in the long term, thus, calling for a policy adjustment to service the UHC debt. Among the policies we examined, a current rather than deferred-debt finance through consumption taxation emerged to be preferred over other policies in terms of its implications for both fiscal sustainability and intergenerational inequality.
Mots clés Fiscal sustainability, Computable general equilibrium, Overlapping generations, Universal health coverage, Intergenerational inequality
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Résumé Cette étude a pour objectif d’évaluer différents modes de financement de la couverture santé universelle au Sénégal. La méthode utilisée, la micro-simulation, permet d’examiner l’impact de différents scenarii sur les consommations des ménages ainsi que sur les dépenses publiques. Les résultats montrent que la généralisation d’une assurance-maladie à l’ensemble de la population, associée à une réduction des coûts directs des soins, augmenterait les consommations de soins des Sénégalais, améliorant donc leur accès aux services de santé. Néanmoins, une telle généralisation serait coûteuse pour les finances publiques. Pour limiter les coûts supportés par le gouvernement, l’augmentation du taux d’imposition sur la consommation et de la prime de contribution à l’assurance-maladie serait utile et permettrait de ramener les finances publiques à l’équilibre.
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Résumé Background: In their quest for universal health coverage (UHC), many developing countries explore alternative financing strategies to address the potential budgetary impact of health coverage expansion (for example, deferred debt versus current finance through taxation or premiums). Given the limited fiscal space, these policies may have different implications for fiscal sustainability and may worsen intergenerational inequality. Methods: We assessed the impact of UHC on fiscal sustainability and intergenerational inequality using an overlapping generations model within a general equilibrium framework, which we calibrate using data from the Palestinian Expenditures and Consumption Survey (PECS-2011) and the Social Accounting Matrix (SAM-2011). Fiscal sustainability is assessed using a prudent debt–GDP level of 39%. Intergenerational inequality induced by different policies is assessed by comparing the relative incremental burden (RIB) borne by each generation following the policy adjustment. Findings: In the absence of any policy adjustment, an ad hoc expansion of health coverage would increase the debt–GDP level to 15% above the prudent level. This indicates that the UHC fiscal stance may be financially unsustainable in the long run, therefore calling for a policy adjustment. Among the policies we examined, UHC finance through the increase of premiums (whether current or deferred) seems to be unsustainable and may further widen intergenerational inequality (RIB∈[3,6]). By contrast, current finance through indirect taxes helps to restore a prudent debt–GDP level and seems to be associated with a lower level of intergenerational inequality than deferred-debt finance through direct taxation (RIB of 1·25 and 5, respectively). Interpretation: Among the policy options assessed, the current indirect taxation emerged as the best policy option in terms of its impact on both fiscal sustainability and intergenerational inequalities. However, from a policy perspective, the capacity of governments to raise additional revenues might be constrained in the short-term. Under such circumstances, deferred-debt finance may be preferred—a situation in which policy makers may have to trade fiscal sustainability against intergenerational inequality. Funding: The A*MIDEX project (number ANR-11-IDEX-0001-02) funded by the French Government programme Investissements d'avenir, managed by the French National Research Agency (ANR). Contributors: SA prepared the data, conceived the framework for the study and carried out data analysis. MA-Z developed the framework for the study, carried out data analysis and wrote the Interpretation section. BV developed the framework for the study. All authors have seen and approved the final version of the Abstract for publication.
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Résumé The literature on immigration and health has provided mixed evidence on the health differentials between immigrants and citizens, while a growing body of evidence alludes to the unhealthy assimilation of immigrants. Relying on five different health measures, the present paper investigates the heterogeneity in health patterns between immigrants and citizens, and also between immigrants depending on their country of origin. We use panel data on more than 100,000 older adults living in nineteen European countries. Our panel data methodology allows for unobserved heterogeneity. We document the existence of a healthy immigrant effect, of an unhealthy convergence, and of a reversal of the health differentials between citizens and immigrants over time. We are able to estimate the time threshold after which immigrants’ health becomes worse than that of citizens. We further document some heterogeneity in the convergence of health differentials between immigrants and citizens in Europe. Namely, the unhealthy convergence is more pronounced in terms of chronic conditions for immigrants from low-HDI countries, and in terms of self-assessed health and body-mass index for immigrants from medium- and high-HDI countries.
Mots clés Europe, Health convergence, Health differentials, Health economics, Healthy immigrant effect, Immigration
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Résumé This paper illustrates the “Sen-Nussbaum-type” capability approach to the measurement of youth wellbeing using the newly developed Exploratory Structural Equation Modelling (ESEM). It offers insights into how the capability to achieve wellbeing can be measured in a conflict-affected and resource-constrained setting. The methodology is applied to nationally representative data taken from the Palestinian Family Survey. The population of interest is youth aged 15 to 29. Three capability dimensions are identified: health awareness, knowledge and living conditions. Results show an interrelation between capability dimensions. It is especially important to note the effect of knowledge capabilities on both health awareness and living conditions indicators. Results also confirm the importance of some (exogenous) factors such as the education of the household head in the conversion of capabilities into achievements. Capabilities are shown to be highest in the West Bank for both knowledge and living conditions compared to the Gaza Strip.
Mots clés The occupied Palestinian territories, Developing countries, Wellbeing, Wealth, Knowledge, Health awareness, Exploratory structural equation model, Capability approach
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Résumé Background The contribution of income inequality to health inequality has been widely examined in developed countries. However, little evidence exists on the effect of health on income inequality in resource-constrained settings. Findings from previous studies have indicated several mechanisms through which health affects income inequality, with the labour market being an important channel. Given the different levels of development, there are reasons to believe that health might represent a greater constraint on earnings in low-income settings. The aim of this study was to examine the relation between income and health in the West Bank and Gaza Strip. Methods Data were extracted from the 2004 Household Health Expenditure Survey, which covered 4014 households. We applied a Shapley value approach to assess the contribution of health to income inequality. The analysis involved estimating and decomposing the relative Gini index. The contribution of each variable to income inequality was then computed as the average marginal effect, holding all other covariates at the mean. Findings Results indicated clear age-specific health-income gradients. This is particularly apparent in the working-age population. Results also indicated that chronically ill people live in households witht low income. The regression analyses showed a negative effect of the proportion of adults in the household with chronic illness on income. The lack of education and employment appear to have the highest negative effect on income. The decomposition analyses revealed that ill health contributes to income inequality, whereas such an effect is reduced when we controlled for employment status. Interpretation Our results suggested the presence of a ubiquitous relation between health and income. The contribution of health to income inequality depends on how it is distributed. Evidence supports a significant effect of ill health on income, which mainly operates through employment. Additionally, variation in exposure to health risks is a potentially important mechanism through which health might generate income inequality. Funding None. Contributors MA-Z contributed to the study design, data analysis, and the writing of the Abstract. MEW contributed with input for data analysis. MB contributed to data collection, data management, data interpretation, tables, and figures. All authors have seen and approved the final version of the Abstract for publication. Declaration of interests We declare no competing interests.
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Résumé Background Interest in the Senian capability framework as an alternative approach to wellbeing measurement has increased in recent decades. The aim of this study was to look at the extent to which an individual's capability to achieve wellbeing in one dimension is associated with his or her attempt to achieve wellbeing in another dimension in a fragile setting affected by conflict. Methods Capability is defined as the ability to achieve health, knowledge, and wealth and is measured as latent variables using a structural equation model. Health capability is identified by self-assessed health, mental health, lifestyle, and knowledge of sexually transmitted diseases. Knowledge capability is captured using school attendance, completion of compulsory education, and media access. Wealth capability is identified using indicators on utilities, asset ownership, and housing conditions. Estimation results are used to derive normalised capability scores with values close to 1 indicating high capabilities. A nationally representative sample of 4329 youth aged 15–29 years was drawn from the 2010 Palestinian Family Survey. Findings Interpretations are made in terms of standardised units, which measure the change in the explained variable due to a standard deviation's change in the explanatory variable. Achieving good health is associated with knowledge capability (0·125; p=0·098) and vice versa (0·462; p=0·004). Health capability is positively associated with wealth capability (0·109; p=0·021); however, the reverse is not the case (–0·753; p=0·021). Men are more likely than women to have higher health knowledge and living conditions capabilities but lower knowledge capabilities. Results suggest the importance of some exogenous factors in the conversion of capabilities into achievements (eg, location of residence). With the exception of health, the data show higher capabilities in Areas A and B of the West Bank than in Area C and the Gaza Strip (mean 0·71 and 0·69 vs 0·60 and 0·61 vs 0·57 and 0·68 for wealth and knowledge, respectively). Interpretation Although achieving good health appears to entail knowledge capabilities, the wealth-health association is blurred by the effect of exogenous factors (eg, health-care access). Capability deprivation in the local context seems to derive from geographical barriers, as is captured by the contribution of location of residence. This reflects the effect of geopolitical segregation that restricts the movement of people. Funding Investissements d’Avenir French Government programme, managed by the French National Research Agency (ANR).
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Résumé Background: The choice of elicitation format is a crucial but tricky aspect of stated preferences surveys. It affects not only the quantity and quality of the information collected on respondents’ willingness to pay (WTP) but also the potential errors/biases that prevent their true WTP from being observed. Objectives: We propose a new elicitation mechanism, the circular payment card (CPC), and show that it helps overcome the drawbacks of the standard payment card (PC) format. It uses a visual pie chart representation without start or end points: respondents spin the circular card in any direction until they find the section that best matches their true WTP. Methods: We performed a contingent valuation survey regarding a mandatory health insurance scheme in Tunisia, a middle-income country. Respondents were randomly allocated into one of three subgroups and their WTP was elicited using one of three formats: open-ended (OE), standard PC and the new CPC. We compared the elicited WTP. Results: We found significant differences in unconditional and conditional analyses. Our empirical results consistently indicated that the OE and standard PC formats led to significantly lower WTP than the CPC format. Conclusion: Overall, our results are encouraging and suggest CPC could be an effective alternative format to elicit ‘true’ WTP.
Mots clés Contingent Valuation Survey, Payment card, Elicitation Method, Dichotomous Choice, Contingent valuation, Contingent Valuation Survey
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Résumé Evidence suggests that the effect of health expenditure on health outcomes is highly context-specific and may be driven by other factors. We construct a panel dataset of 18 countries from the Middle East and North Africa region for the period 1995–2012. Panel data models are used to estimate the macro-level determinants of health outcomes. The core finding of the paper is that increasing health expenditure leads to health outcomes improvements only to the extent that the quality of institutions within a country is sufficiently high. The sensitivity of the results is assessed using various measures of health outcomes as well as institutional variables. Overall, it appears that increasing health care expenditure in the MENA region is a necessary but not sufficient condition for health outcomes improvements.
Mots clés Economie quantitative
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Résumé The introduction of direct-acting antiviral agents (DAAs) has made hepatitis C infection curable in the vast majority of cases and the elimination of the infection possible. Although initially too costly for large-scale use, recent reductions in DAA prices in some low-and middle-income countries (LaMICs) has improved the prospect of many people having access to these drugs/medications in the future. This article assesses the pricing and financing conditions under which the uptake of DAAs can increase to the point where the elimination of the disease in LaMICs is feasible. A Markov simulation model is used to study the dynamics of the infection with the introduction of treatment over a 10-year period. The impact on HCV-related mortality and HCV incidence is assessed under different financing scenarios assuming that the cost of the drugs is completely paid for out-of-pocket or reduced through either subsidy or drug price decreases. It is also assessed under different diagnostic and service delivery capacity scenarios separately for low-income (LIC), lower-middle-income (LMIC) and upper-middle-income countries (UMIC). Monte Carlo simulations are used for sensitivity analyses. At a price of US\ 1680 per 12-week treatment duration (based on negotiated Egyptian prices for an all oral two-DAA regimen), most of the people infected in LICs and LMICs would have limited access to treatment without subsidy or significant drug price decreases. However, people in UMICs would be able to access it even in the absence of a subsidy. For HCV treatment to have a significant impact on mortality and incidence, a significant scaling-up of diagnostic and service delivery capacity for HCV infection is needed.
Mots clés Economie quantitative
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Résumé Direct out-of-pocket payments for health care continue to be a major source of health financing in low- and middle-income countries. Some of these direct payments take the form of informal charges paid by patients to access the needed health care services. Remarkably, however, little is known about the extent to which these payments are exercised and their determinants in the context of Sub-Saharan Africa. This study attempts therefore to shed light on the role of supply-side factors in the occurrence of informal payments while accounting for the demand-side factors. The study relies on data taken from a nationally representative survey conducted among people living with HIV/AIDS in Cameroon. A multilevel mixed-effects logistic model is employed to identify the factors associated with the incidence of informal payments. Results reveal that circa 3.05% of the surveyed patients incurred informal payments for the consultations made on the day of the survey. The amount paid informally represents up to four times the official tariff. Factors related to: (i) human resources management of the health facilities (e.g., task shifting); (ii) health professionals’ perceptions vis-à-vis the remunerations of HIV-care provision and (iii) reception of patients (e.g., waiting time) significantly influence the probability of incurring informal payments. Also of note, the type of health care facilities is found to play a role: informal payments appear to be significantly lower in private non-profit facilities compared to those belonging to public sector. Our findings allude to some policy recommendations than can help reduce the incidence of informal payments.
Mots clés Economie quantitative
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Résumé A growing number of developing countries are currently promoting health system reforms with the aim of attaining ‘ universal health coverage’ (UHC). In Tunisia, several reforms have been undertaken over the last two decades to attain UHC with the goals of ensuring financial protection in health and enhancing access to healthcare. The first of these goals has recently been addressed in a companion paper by Abu-Zaineh et al. (Int J Health Care Financ Econ 13(1):73–93, 2013). The present paper seeks to assess whether these reforms have in fact enhanced access to healthcare. The average treatment effects of two insurance schemes, formal-mandatory (MHI) and state-subsidized (MAS) insurance, on the utilization of outpatient and inpatient healthcare are estimated using propensity score matching. Results support the hypothesis that both schemes (MHI and MAS) increase the utilization of healthcare. However, significant variations in the average effect of these schemes are observed across services and areas. For all the matching methods used and compared with those the excluded from cover, the increase in outpatient and inpatient services for the MHI enrollees was at least 19 and 26 %, respectively, in urban areas, while for MAS beneficiaries this increase was even more pronounced (28 and 75 % in the urban areas compared with 27 and 46 % in the rural areas for outpatient and inpatient services, respectively). One important conclusion that emerges is that the current health insurance schemes, despite improving accessibility to healthcare services, are nevertheless incapable of achieving effective coverage of the whole population for all services. Attaining the latter goal requires a strategy that targets the “trees” not the “forest”. Copyright Springer Science+Business Media New York 2015
Mots clés Universal health coverage, State-subsidized insurance, Propensity score mat, Healthcare utilization
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Résumé Populations' structures and sizes can be a result of healthcare policy decisions. We use a two‐period theoretical framework and a dynamic microsimulation model to examine the consequences of this assertion on the appraisal of alternative health policy options. Results show that standard welfare‐in‐health measures are sensitive to changes in populations' sizes, in that taking into account the (virtual) existence of the dead can alter the ranking of policy options. Disregarding differences in the survivals induced by alternative policies can bias programmes' ranking in favour of less live‐saving policies. The paper alerts on the risk of policy misranking by the use of ex‐post cross‐sectional analyses, neglecting deaths occurring in the past as well as counterfactual deaths in alternative policy scenarios. Copyright © 2013 John Wiley & Sons, Ltd.
Mots clés Utilitarianism, Social choice, Population issues, Mortality, Moral philosophy, Microsimulation, HIV/AIDS, Health programmes, Health outcomes, Developing countries
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Résumé Anecdotal evidence on hidden inequity in health care in North African countries abounds. Yet firm empirical evidence has been harder to come by. This article fills the gap. It presents the first analysis of equity in the healthcare system using the particular case of Tunisia. Analyses are based on an unusually rich source of data taken from the Tunisian HealthCare Utilization and Morbidity Survey. Payments for health care are derived from the total amount of healthcare spending which was incurred by households over the last year. Utilization of health care is measured by the number of physical units of two types of services: outpatient and inpatient. The measurement of need for health care is apprehended through a rich set of ill-health indicators and demographics. Findings are presented and compared at both the aggregate level, using the general summary index approach, and the disaggregate level, using the distribution-free stochastic dominance approach. The overall picture is that direct out-of-pocket payments, which constitute a sizeable share in the current financing mix, emerge to be a progressive means of financing health care overall. Interestingly, however, when statistical testing is applied at the disaggregate level progressivity is retained over the top half of the distribution. Further analyses of the distributions of need for—and utilization of—two types of health care—outpatient and inpatient—reveal that the observed progressivity is rather an outcome of the heavy use, but not need, for health care at the higher income levels. Several policy relevant factors are discussed, and some recommendations are advanced for future reforms of the health care in Tunisia.
Mots clés Tunisia, Progressivity, Horizontal equity, Healthcare finance, Healthcare delivery
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Résumé Recent decades have witnessed a rising interest in the measurement of inequality from a multidimensional perspective. This literature has however remained largely theoretical. This chapter presents an empirical application of a recent methodology and in doing so offers practical insights on how multidimensional inequality can be measured over two attributes (wealth and health) in the developing country context. Following Abul Naga and Geoffard (2006), a methodological framework allowing the decomposition of multidimensional inequality into two univariate Atkinson–Kolm–Sen equality indices and a third term measuring the association between the attributes is implemented. The methodology is then illustrated using data from the World Health Surveys 2002–2003. Specifically, this study presents the first comparative analysis on multidimensional inequality for a set of Middle East and North African (MENA) countries. Results reveal that the multidimensional (in-)equality indices tend to mimic the (in-)equality ordering of the wealth distributions as the latter are always less equally distributed than health. An empirical conclusion that emerges is that reducing the correlation between the attributes may help to reduce overall welfare inequality, specifically when socioeconomic inequality in health is pro-poor. The finding that the correlation between attributes has a significant contribution in the quantification of inequality has important policy implications since it reveals that it is not only wealth and health inequalities per se that matter in the measurement of welfare inequality but also the associations between them.
Mots clés Economie quantitative
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Résumé Despite the remarkable progress in expanding the coverage of social protection mechanisms in health, the Tunisian healthcare system is still largely funded through direct out-of-pocket payments. This paper seeks to assess financial protection in health in the particular policy and epidemiological transition of Tunisia using nationally representative survey data on healthcare expenditure, utilization and morbidity. The extent to which the healthcare system protects people against the financial repercussions of ill-health is assessed using the catastrophic and impoverishing payment approaches. The characteristics associated with the likelihood of vulnerability to catastrophic health expenditure (CHE) are examined using multivariate logistic regression technique. Results revealed that non-negligible proportions of the Tunisian population (ranging from 4.5 % at the conservative 40 % threshold of discretionary nonfood expenditure to 12 % at the 10 % threshold of total expenditure) incurred CHE. In terms of impoverishment, results showed that health expenditure can be held responsible for about 18 % of the rise in the poverty gap. These results appeared to be relatively higher when compared with those obtained for other countries with similar level of development. Nonetheless, although households belonging to richer quintiles reported more illness episodes and received more treatment than the poor households, the latter households were more likely to incur CHE at any threshold. Amongst the correlates of CHE, health insurance coverage was significantly related to CHE regardless of the threshold used. Some implications and policy recommendations, which might also be useful for other similar countries, are advanced to enhance the financial protection capacity of the Tunisian healthcare system.
Mots clés Health Sciences, Medicine, Statistics for Life Sciences, Statistics for Business/Economics/Mathematical Finance/Insurance, PUBLIC HEALTH, Public Finance &amp, Economics, Health Informatics, Economic Policy
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Résumé Sponsored by the United Nations Entity for Gender Equality and the Empowerment of Women & published by MIFTAH - Initiative for the promotion of Global Dialogue and Democracy, Ramallah, Palestine.
Mots clés Economie quantitative
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Résumé We address the question of the measurement of social welfare and inequalities in the context of partially-ordered health variables. We propose a general framework based on the assumption that the distribution of well-being states forms an m-dimensional Boolean lattice. To this end, the distribution of well-being states is constructed based on the prevalence of a finite number of illnesses where each state represents the number of illnesses an individual may suffer from. The implementation of the framework involves breaking down the Boolean lattice into a set of linear extensions where all health states become fully ordered. The linear extensions account for all possible ordering of the health states based on the depth of health problems (i.e., the severity of health conditions). Having constructed these linear extensions, we then proceed on ranking distributions in terms of welfare by applying appropriate dominance criteria and employ aggregate metrics to provide a numerical representation of the social welfare and inequality associated with each distribution. An illustrative application of the methodology is provided.
Mots clés Ordinal inequality, Partially-ordered variables, Stochastic dominance, Welfare function, Hammond dominance, Boolean lattice
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Résumé We address the question of the measurement of pure health inequalities and achievement in the context of welfare decreasing variables. We adopt a general framework whereby the health variable is reported on an interval, from an optimum level to a critical survival threshold. There are two problems that require some departures from the usual framework used to measure inequality and social welfare. Firstly, we show that for welfare decreasing variables, the equally distributed equivalent value is decreasing in progressive transfers (instead of being increasing). Accordingly, appropriate achievement and inequality indices for welfare decreasing variables are introduced. Secondly, because the Lorenz curve and the associated inequality indices are not robust to alternative values of the survival threshold, we argue that the family of translation invariant social welfare functions and related absolute Lorenz curve allow us to undertake inequality comparisons between distributions that are robust to the chosen level of the survival threshold. An illustrative application of the methodology is provided.
Mots clés Health achievement and inequality, Welfare decreasing variables, Survival thresholds, Relative and absolute Lorenz curves
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Résumé This paper presents an operationalizing theoretical framework to analyze the potential effects of universal health coverage (UHC) using dynamic stochastic general equilibrium (DSGE) model. The DSGE encapsulates a set of heterogeneous households that optimize their intertemporal utility of consumption, health capital, and leisure. The model is calibrated to capture the salient features of an archetype developing economy. The model is, then, used to simulate alternative UHC-financing policies. The theoretical framework we propose can be easily adapted to assess the implementation of UHC in a particular developing country setting. When applied to a hypothetical country, results show that the implementation of UHC can indeed improve access to healthcare for the population while offering households financial protection against future uncertainty. However, the degree of financial risk protection appears to vary across heterogeneous households and UHC-financing policies, depending on the associated benefits and the additional burden borne by each group.
Mots clés Universal health coverage, Financial risk protection, Dynamic stochastic general equilibrium model, Developing countries
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Résumé In their attempts to implement universal health coverage (UHC), different developing countries encounter different types of obstacles. In Tunisia, major challenges include a widespread informal sector and protestors’ general discontent with rising economic insecurity and inequality, the rollback of the state and public welfare. We apply a contingent valuation survey to a non-healthcare-covered Tunisian sample vis-à-vis joining and paying for a health insurance scheme. We pay attention to the nature of the willingness- to-pay (WTP) values obtained, distinguishing genuine null from protest values. The latter may reflect not only protesters’ beliefs regarding the survey, but also their lack of trust in government’s commitment to ensuring the provision of quality healthcare. We use alternative econometric modeling strategies to account and correct for selection issues arising from protest answers. Our results support the presence of self- selection and, by predicting protesters’ WTP, allow the “true” sample mean WTP to be computed. This appears to be about 14% higher than the elicited mean WTP. The WTP of the poorest non-covered respondents represents about one and a half times the current contributions of the poorest formal sector enrollees, suggesting that voluntary affiliation to the formal health insurance scheme could be a step towards achieving UHC. Overall, we highlight the importance of taking into account protest positions for the evaluation of progress towards UHC.
Mots clés Willingness-to-pay, Self-selection, Protest attitude, Contingent valuation, Universal health coverage
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