Sometimes More Equal Than Others: How Health Inequalities Depend on the Choice of Welfare Indicator

A large body of empirical work in recent years has focused on measuring and explaining socioeconomic inequalities in health outcomes and health service use. In any effort to address these questions, analysts must confront the issue of how to measure socioeconomic status. In developing countries, socioeconomic status has typically been measured by per capita consumption or an asset index. Currently, there is only limited information on how the choice of welfare indicators affects the analysis of health inequalities and the incidence of public spending. The purpose of this paper is to illustrate the potential sensitivity of the analysis of health-related inequalities to how socioeconomic status is measured. Using data from Mozambique, the paper focuses on five key health service indicators and tests whether measured inequality (concentration index) in the five health service variables is different depending on the choice of welfare indicator. The paper shows that, at least in some contexts, the choice of welfare indicator can have a large and significant impact on measured inequality in utilization of health service and on the perceived incidence of public spending. Consequently, we can reach very different conclusions about the "same" issue depending on how we define socioeconomic status. The results call for more clarity and care in the analysis of health-related inequalities and for explicit recognition of the potential sensitivity of findings to the choice of welfare measure. The results also point to the need for more careful research on how different dimensions of socioeconomic status are related, and on the pathways by which these dimensions affect health-related variables.

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Bibliographic Details
Main Author: Lindelöw, Magnus
Format: Policy Research Working Paper biblioteca
Language:English
en_US
Published: World Bank, Washington, D.C. 2004-06
Subjects:HEALTH INEQUALITIES, WELFARE INDICATORS, SOCIOECONOMIC INDICATORS, INCOME, HOUSEHOLDS, WELFARE, CONSUMPTION, LIVING STANDARDS, HEALTH SERVICES, HEALTH INEQUITIES, HEALTH CARE SERVICES ASSET INDEX, ASSET INDICES, ASSETS, COMMUNITIES, CONSUMPTION DATA, CONSUMPTION PATTERNS, DATA ANALYSIS, DATA REQUIREMENTS, DATA SOURCES, DEFLATION, DESCRIPTIVE STATISTICS, DEVELOPING COUNTRIES, DEVELOPING COUNTRY, DURABLE GOODS, ECONOMIES OF SCALE, ECONOMISTS, EDUCATIONAL ATTAINMENT, EMPIRICAL LEVEL, EMPIRICAL WORK, EXPENDITURE DATA, FOOD CONSUMPTION, GENDER, GINI COEFFICIENT, HEALTH CARE, HEALTH CENTER, HEALTH OUTCOMES, HEALTH SERVICE, HEALTH STATUS, HEALTH SURVEY, HEALTH SURVEYS, HOME-PRODUCED FOOD, HORIZONTAL EQUITY, HOUSEHOLD ASSETS, HOUSEHOLD CHARACTERISTICS, HOUSEHOLD CONSUMPTION, HOUSEHOLD DURABLES, HOUSEHOLD EXPENDITURES, HOUSEHOLD MEMBERS, HOUSEHOLD SIZE, HOUSEHOLD SURVEY, HOUSEHOLD WELFARE, HOUSING, INCOME QUINTILES, INDIVIDUAL LEVEL, INEQUALITY MEASURES, LEISURE, LIVING CONDITIONS, LIVING STANDARD, LORENZ CURVE, MEASURED INEQUALITY, MEASURING INEQUALITY, MONETARY TERMS, MULTIVARIATE ANALYSIS, NET WORTH, OPPORTUNITY COST, PER CAPITA CONSUMPTION, POLICY RESEARCH, POOR HOUSEHOLDS, POOR INDIVIDUALS, POPULATION SHARE, POVERTY MONITORING, PRICE DIFFERENCES, PUBLIC EXPENDITURE, PUBLIC GOOD, PUBLIC SPENDING, PURCHASE PRICE, REGIONAL DIFFERENCES, RELATIVE POSITION, RURAL AREAS, SAMPLE SIZES, SHADOW PRICES, SIGNIFICANT IMPACT, SOCIOECONOMIC INEQUALITY, URBAN AREAS, USE VALUE, WEALTH, WELFARE MEASURE,
Online Access:http://documents.worldbank.org/curated/en/2004/06/4846066/sometimes-more-equal-others-health-inequalities-depend-choice-welfare-indicator
http://hdl.handle.net/10986/14065
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spelling dig-okr-10986140652021-04-23T14:03:20Z Sometimes More Equal Than Others: How Health Inequalities Depend on the Choice of Welfare Indicator Lindelöw, Magnus HEALTH INEQUALITIES WELFARE INDICATORS SOCIOECONOMIC INDICATORS INCOME HOUSEHOLDS WELFARE CONSUMPTION LIVING STANDARDS HEALTH SERVICES HEALTH INEQUALITIES HEALTH INEQUITIES HEALTH CARE SERVICES ASSET INDEX ASSET INDICES ASSETS COMMUNITIES CONSUMPTION DATA CONSUMPTION PATTERNS DATA ANALYSIS DATA REQUIREMENTS DATA SOURCES DEFLATION DESCRIPTIVE STATISTICS DEVELOPING COUNTRIES DEVELOPING COUNTRY DURABLE GOODS ECONOMIES OF SCALE ECONOMISTS EDUCATIONAL ATTAINMENT EMPIRICAL LEVEL EMPIRICAL WORK EXPENDITURE DATA FOOD CONSUMPTION GENDER GINI COEFFICIENT HEALTH CARE HEALTH CENTER HEALTH OUTCOMES HEALTH SERVICE HEALTH SERVICES HEALTH STATUS HEALTH SURVEY HEALTH SURVEYS HOME-PRODUCED FOOD HORIZONTAL EQUITY HOUSEHOLD ASSETS HOUSEHOLD CHARACTERISTICS HOUSEHOLD CONSUMPTION HOUSEHOLD DURABLES HOUSEHOLD EXPENDITURES HOUSEHOLD MEMBERS HOUSEHOLD SIZE HOUSEHOLD SURVEY HOUSEHOLD WELFARE HOUSING INCOME INCOME QUINTILES INDIVIDUAL LEVEL INEQUALITY MEASURES LEISURE LIVING CONDITIONS LIVING STANDARD LIVING STANDARDS LORENZ CURVE MEASURED INEQUALITY MEASURING INEQUALITY MONETARY TERMS MULTIVARIATE ANALYSIS NET WORTH OPPORTUNITY COST PER CAPITA CONSUMPTION POLICY RESEARCH POOR HOUSEHOLDS POOR INDIVIDUALS POPULATION SHARE POVERTY MONITORING PRICE DIFFERENCES PUBLIC EXPENDITURE PUBLIC GOOD PUBLIC SPENDING PURCHASE PRICE REGIONAL DIFFERENCES RELATIVE POSITION RURAL AREAS SAMPLE SIZES SHADOW PRICES SIGNIFICANT IMPACT SOCIOECONOMIC INEQUALITY URBAN AREAS USE VALUE WEALTH WELFARE MEASURE A large body of empirical work in recent years has focused on measuring and explaining socioeconomic inequalities in health outcomes and health service use. In any effort to address these questions, analysts must confront the issue of how to measure socioeconomic status. In developing countries, socioeconomic status has typically been measured by per capita consumption or an asset index. Currently, there is only limited information on how the choice of welfare indicators affects the analysis of health inequalities and the incidence of public spending. The purpose of this paper is to illustrate the potential sensitivity of the analysis of health-related inequalities to how socioeconomic status is measured. Using data from Mozambique, the paper focuses on five key health service indicators and tests whether measured inequality (concentration index) in the five health service variables is different depending on the choice of welfare indicator. The paper shows that, at least in some contexts, the choice of welfare indicator can have a large and significant impact on measured inequality in utilization of health service and on the perceived incidence of public spending. Consequently, we can reach very different conclusions about the "same" issue depending on how we define socioeconomic status. The results call for more clarity and care in the analysis of health-related inequalities and for explicit recognition of the potential sensitivity of findings to the choice of welfare measure. The results also point to the need for more careful research on how different dimensions of socioeconomic status are related, and on the pathways by which these dimensions affect health-related variables. 2013-06-20T17:27:49Z 2013-06-20T17:27:49Z 2004-06 http://documents.worldbank.org/curated/en/2004/06/4846066/sometimes-more-equal-others-health-inequalities-depend-choice-welfare-indicator http://hdl.handle.net/10986/14065 English en_US Policy Research Working Paper;No.3329 CC BY 3.0 IGO http://creativecommons.org/licenses/by/3.0/igo/ World Bank World Bank, Washington, D.C. Publications & Research :: Policy Research Working Paper Publications & Research
institution Banco Mundial
collection DSpace
country Estados Unidos
countrycode US
component Bibliográfico
access En linea
databasecode dig-okr
tag biblioteca
region America del Norte
libraryname Biblioteca del Banco Mundial
language English
en_US
topic HEALTH INEQUALITIES
WELFARE INDICATORS
SOCIOECONOMIC INDICATORS
INCOME
HOUSEHOLDS
WELFARE
CONSUMPTION
LIVING STANDARDS
HEALTH SERVICES
HEALTH INEQUALITIES
HEALTH INEQUITIES
HEALTH CARE SERVICES ASSET INDEX
ASSET INDICES
ASSETS
COMMUNITIES
CONSUMPTION DATA
CONSUMPTION PATTERNS
DATA ANALYSIS
DATA REQUIREMENTS
DATA SOURCES
DEFLATION
DESCRIPTIVE STATISTICS
DEVELOPING COUNTRIES
DEVELOPING COUNTRY
DURABLE GOODS
ECONOMIES OF SCALE
ECONOMISTS
EDUCATIONAL ATTAINMENT
EMPIRICAL LEVEL
EMPIRICAL WORK
EXPENDITURE DATA
FOOD CONSUMPTION
GENDER
GINI COEFFICIENT
HEALTH CARE
HEALTH CENTER
HEALTH OUTCOMES
HEALTH SERVICE
HEALTH SERVICES
HEALTH STATUS
HEALTH SURVEY
HEALTH SURVEYS
HOME-PRODUCED FOOD
HORIZONTAL EQUITY
HOUSEHOLD ASSETS
HOUSEHOLD CHARACTERISTICS
HOUSEHOLD CONSUMPTION
HOUSEHOLD DURABLES
HOUSEHOLD EXPENDITURES
HOUSEHOLD MEMBERS
HOUSEHOLD SIZE
HOUSEHOLD SURVEY
HOUSEHOLD WELFARE
HOUSING
INCOME
INCOME QUINTILES
INDIVIDUAL LEVEL
INEQUALITY MEASURES
LEISURE
LIVING CONDITIONS
LIVING STANDARD
LIVING STANDARDS
LORENZ CURVE
MEASURED INEQUALITY
MEASURING INEQUALITY
MONETARY TERMS
MULTIVARIATE ANALYSIS
NET WORTH
OPPORTUNITY COST
PER CAPITA CONSUMPTION
POLICY RESEARCH
POOR HOUSEHOLDS
POOR INDIVIDUALS
POPULATION SHARE
POVERTY MONITORING
PRICE DIFFERENCES
PUBLIC EXPENDITURE
PUBLIC GOOD
PUBLIC SPENDING
PURCHASE PRICE
REGIONAL DIFFERENCES
RELATIVE POSITION
RURAL AREAS
SAMPLE SIZES
SHADOW PRICES
SIGNIFICANT IMPACT
SOCIOECONOMIC INEQUALITY
URBAN AREAS
USE VALUE
WEALTH
WELFARE MEASURE
HEALTH INEQUALITIES
WELFARE INDICATORS
SOCIOECONOMIC INDICATORS
INCOME
HOUSEHOLDS
WELFARE
CONSUMPTION
LIVING STANDARDS
HEALTH SERVICES
HEALTH INEQUALITIES
HEALTH INEQUITIES
HEALTH CARE SERVICES ASSET INDEX
ASSET INDICES
ASSETS
COMMUNITIES
CONSUMPTION DATA
CONSUMPTION PATTERNS
DATA ANALYSIS
DATA REQUIREMENTS
DATA SOURCES
DEFLATION
DESCRIPTIVE STATISTICS
DEVELOPING COUNTRIES
DEVELOPING COUNTRY
DURABLE GOODS
ECONOMIES OF SCALE
ECONOMISTS
EDUCATIONAL ATTAINMENT
EMPIRICAL LEVEL
EMPIRICAL WORK
EXPENDITURE DATA
FOOD CONSUMPTION
GENDER
GINI COEFFICIENT
HEALTH CARE
HEALTH CENTER
HEALTH OUTCOMES
HEALTH SERVICE
HEALTH SERVICES
HEALTH STATUS
HEALTH SURVEY
HEALTH SURVEYS
HOME-PRODUCED FOOD
HORIZONTAL EQUITY
HOUSEHOLD ASSETS
HOUSEHOLD CHARACTERISTICS
HOUSEHOLD CONSUMPTION
HOUSEHOLD DURABLES
HOUSEHOLD EXPENDITURES
HOUSEHOLD MEMBERS
HOUSEHOLD SIZE
HOUSEHOLD SURVEY
HOUSEHOLD WELFARE
HOUSING
INCOME
INCOME QUINTILES
INDIVIDUAL LEVEL
INEQUALITY MEASURES
LEISURE
LIVING CONDITIONS
LIVING STANDARD
LIVING STANDARDS
LORENZ CURVE
MEASURED INEQUALITY
MEASURING INEQUALITY
MONETARY TERMS
MULTIVARIATE ANALYSIS
NET WORTH
OPPORTUNITY COST
PER CAPITA CONSUMPTION
POLICY RESEARCH
POOR HOUSEHOLDS
POOR INDIVIDUALS
POPULATION SHARE
POVERTY MONITORING
PRICE DIFFERENCES
PUBLIC EXPENDITURE
PUBLIC GOOD
PUBLIC SPENDING
PURCHASE PRICE
REGIONAL DIFFERENCES
RELATIVE POSITION
RURAL AREAS
SAMPLE SIZES
SHADOW PRICES
SIGNIFICANT IMPACT
SOCIOECONOMIC INEQUALITY
URBAN AREAS
USE VALUE
WEALTH
WELFARE MEASURE
spellingShingle HEALTH INEQUALITIES
WELFARE INDICATORS
SOCIOECONOMIC INDICATORS
INCOME
HOUSEHOLDS
WELFARE
CONSUMPTION
LIVING STANDARDS
HEALTH SERVICES
HEALTH INEQUALITIES
HEALTH INEQUITIES
HEALTH CARE SERVICES ASSET INDEX
ASSET INDICES
ASSETS
COMMUNITIES
CONSUMPTION DATA
CONSUMPTION PATTERNS
DATA ANALYSIS
DATA REQUIREMENTS
DATA SOURCES
DEFLATION
DESCRIPTIVE STATISTICS
DEVELOPING COUNTRIES
DEVELOPING COUNTRY
DURABLE GOODS
ECONOMIES OF SCALE
ECONOMISTS
EDUCATIONAL ATTAINMENT
EMPIRICAL LEVEL
EMPIRICAL WORK
EXPENDITURE DATA
FOOD CONSUMPTION
GENDER
GINI COEFFICIENT
HEALTH CARE
HEALTH CENTER
HEALTH OUTCOMES
HEALTH SERVICE
HEALTH SERVICES
HEALTH STATUS
HEALTH SURVEY
HEALTH SURVEYS
HOME-PRODUCED FOOD
HORIZONTAL EQUITY
HOUSEHOLD ASSETS
HOUSEHOLD CHARACTERISTICS
HOUSEHOLD CONSUMPTION
HOUSEHOLD DURABLES
HOUSEHOLD EXPENDITURES
HOUSEHOLD MEMBERS
HOUSEHOLD SIZE
HOUSEHOLD SURVEY
HOUSEHOLD WELFARE
HOUSING
INCOME
INCOME QUINTILES
INDIVIDUAL LEVEL
INEQUALITY MEASURES
LEISURE
LIVING CONDITIONS
LIVING STANDARD
LIVING STANDARDS
LORENZ CURVE
MEASURED INEQUALITY
MEASURING INEQUALITY
MONETARY TERMS
MULTIVARIATE ANALYSIS
NET WORTH
OPPORTUNITY COST
PER CAPITA CONSUMPTION
POLICY RESEARCH
POOR HOUSEHOLDS
POOR INDIVIDUALS
POPULATION SHARE
POVERTY MONITORING
PRICE DIFFERENCES
PUBLIC EXPENDITURE
PUBLIC GOOD
PUBLIC SPENDING
PURCHASE PRICE
REGIONAL DIFFERENCES
RELATIVE POSITION
RURAL AREAS
SAMPLE SIZES
SHADOW PRICES
SIGNIFICANT IMPACT
SOCIOECONOMIC INEQUALITY
URBAN AREAS
USE VALUE
WEALTH
WELFARE MEASURE
HEALTH INEQUALITIES
WELFARE INDICATORS
SOCIOECONOMIC INDICATORS
INCOME
HOUSEHOLDS
WELFARE
CONSUMPTION
LIVING STANDARDS
HEALTH SERVICES
HEALTH INEQUALITIES
HEALTH INEQUITIES
HEALTH CARE SERVICES ASSET INDEX
ASSET INDICES
ASSETS
COMMUNITIES
CONSUMPTION DATA
CONSUMPTION PATTERNS
DATA ANALYSIS
DATA REQUIREMENTS
DATA SOURCES
DEFLATION
DESCRIPTIVE STATISTICS
DEVELOPING COUNTRIES
DEVELOPING COUNTRY
DURABLE GOODS
ECONOMIES OF SCALE
ECONOMISTS
EDUCATIONAL ATTAINMENT
EMPIRICAL LEVEL
EMPIRICAL WORK
EXPENDITURE DATA
FOOD CONSUMPTION
GENDER
GINI COEFFICIENT
HEALTH CARE
HEALTH CENTER
HEALTH OUTCOMES
HEALTH SERVICE
HEALTH SERVICES
HEALTH STATUS
HEALTH SURVEY
HEALTH SURVEYS
HOME-PRODUCED FOOD
HORIZONTAL EQUITY
HOUSEHOLD ASSETS
HOUSEHOLD CHARACTERISTICS
HOUSEHOLD CONSUMPTION
HOUSEHOLD DURABLES
HOUSEHOLD EXPENDITURES
HOUSEHOLD MEMBERS
HOUSEHOLD SIZE
HOUSEHOLD SURVEY
HOUSEHOLD WELFARE
HOUSING
INCOME
INCOME QUINTILES
INDIVIDUAL LEVEL
INEQUALITY MEASURES
LEISURE
LIVING CONDITIONS
LIVING STANDARD
LIVING STANDARDS
LORENZ CURVE
MEASURED INEQUALITY
MEASURING INEQUALITY
MONETARY TERMS
MULTIVARIATE ANALYSIS
NET WORTH
OPPORTUNITY COST
PER CAPITA CONSUMPTION
POLICY RESEARCH
POOR HOUSEHOLDS
POOR INDIVIDUALS
POPULATION SHARE
POVERTY MONITORING
PRICE DIFFERENCES
PUBLIC EXPENDITURE
PUBLIC GOOD
PUBLIC SPENDING
PURCHASE PRICE
REGIONAL DIFFERENCES
RELATIVE POSITION
RURAL AREAS
SAMPLE SIZES
SHADOW PRICES
SIGNIFICANT IMPACT
SOCIOECONOMIC INEQUALITY
URBAN AREAS
USE VALUE
WEALTH
WELFARE MEASURE
Lindelöw, Magnus
Sometimes More Equal Than Others: How Health Inequalities Depend on the Choice of Welfare Indicator
description A large body of empirical work in recent years has focused on measuring and explaining socioeconomic inequalities in health outcomes and health service use. In any effort to address these questions, analysts must confront the issue of how to measure socioeconomic status. In developing countries, socioeconomic status has typically been measured by per capita consumption or an asset index. Currently, there is only limited information on how the choice of welfare indicators affects the analysis of health inequalities and the incidence of public spending. The purpose of this paper is to illustrate the potential sensitivity of the analysis of health-related inequalities to how socioeconomic status is measured. Using data from Mozambique, the paper focuses on five key health service indicators and tests whether measured inequality (concentration index) in the five health service variables is different depending on the choice of welfare indicator. The paper shows that, at least in some contexts, the choice of welfare indicator can have a large and significant impact on measured inequality in utilization of health service and on the perceived incidence of public spending. Consequently, we can reach very different conclusions about the "same" issue depending on how we define socioeconomic status. The results call for more clarity and care in the analysis of health-related inequalities and for explicit recognition of the potential sensitivity of findings to the choice of welfare measure. The results also point to the need for more careful research on how different dimensions of socioeconomic status are related, and on the pathways by which these dimensions affect health-related variables.
format Publications & Research :: Policy Research Working Paper
topic_facet HEALTH INEQUALITIES
WELFARE INDICATORS
SOCIOECONOMIC INDICATORS
INCOME
HOUSEHOLDS
WELFARE
CONSUMPTION
LIVING STANDARDS
HEALTH SERVICES
HEALTH INEQUALITIES
HEALTH INEQUITIES
HEALTH CARE SERVICES ASSET INDEX
ASSET INDICES
ASSETS
COMMUNITIES
CONSUMPTION DATA
CONSUMPTION PATTERNS
DATA ANALYSIS
DATA REQUIREMENTS
DATA SOURCES
DEFLATION
DESCRIPTIVE STATISTICS
DEVELOPING COUNTRIES
DEVELOPING COUNTRY
DURABLE GOODS
ECONOMIES OF SCALE
ECONOMISTS
EDUCATIONAL ATTAINMENT
EMPIRICAL LEVEL
EMPIRICAL WORK
EXPENDITURE DATA
FOOD CONSUMPTION
GENDER
GINI COEFFICIENT
HEALTH CARE
HEALTH CENTER
HEALTH OUTCOMES
HEALTH SERVICE
HEALTH SERVICES
HEALTH STATUS
HEALTH SURVEY
HEALTH SURVEYS
HOME-PRODUCED FOOD
HORIZONTAL EQUITY
HOUSEHOLD ASSETS
HOUSEHOLD CHARACTERISTICS
HOUSEHOLD CONSUMPTION
HOUSEHOLD DURABLES
HOUSEHOLD EXPENDITURES
HOUSEHOLD MEMBERS
HOUSEHOLD SIZE
HOUSEHOLD SURVEY
HOUSEHOLD WELFARE
HOUSING
INCOME
INCOME QUINTILES
INDIVIDUAL LEVEL
INEQUALITY MEASURES
LEISURE
LIVING CONDITIONS
LIVING STANDARD
LIVING STANDARDS
LORENZ CURVE
MEASURED INEQUALITY
MEASURING INEQUALITY
MONETARY TERMS
MULTIVARIATE ANALYSIS
NET WORTH
OPPORTUNITY COST
PER CAPITA CONSUMPTION
POLICY RESEARCH
POOR HOUSEHOLDS
POOR INDIVIDUALS
POPULATION SHARE
POVERTY MONITORING
PRICE DIFFERENCES
PUBLIC EXPENDITURE
PUBLIC GOOD
PUBLIC SPENDING
PURCHASE PRICE
REGIONAL DIFFERENCES
RELATIVE POSITION
RURAL AREAS
SAMPLE SIZES
SHADOW PRICES
SIGNIFICANT IMPACT
SOCIOECONOMIC INEQUALITY
URBAN AREAS
USE VALUE
WEALTH
WELFARE MEASURE
author Lindelöw, Magnus
author_facet Lindelöw, Magnus
author_sort Lindelöw, Magnus
title Sometimes More Equal Than Others: How Health Inequalities Depend on the Choice of Welfare Indicator
title_short Sometimes More Equal Than Others: How Health Inequalities Depend on the Choice of Welfare Indicator
title_full Sometimes More Equal Than Others: How Health Inequalities Depend on the Choice of Welfare Indicator
title_fullStr Sometimes More Equal Than Others: How Health Inequalities Depend on the Choice of Welfare Indicator
title_full_unstemmed Sometimes More Equal Than Others: How Health Inequalities Depend on the Choice of Welfare Indicator
title_sort sometimes more equal than others: how health inequalities depend on the choice of welfare indicator
publisher World Bank, Washington, D.C.
publishDate 2004-06
url http://documents.worldbank.org/curated/en/2004/06/4846066/sometimes-more-equal-others-health-inequalities-depend-choice-welfare-indicator
http://hdl.handle.net/10986/14065
work_keys_str_mv AT lindelowmagnus sometimesmoreequalthanothershowhealthinequalitiesdependonthechoiceofwelfareindicator
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