Beyond Oaxaca-Blinder: Accounting for Differences in Household Income Distributions Across Countries

The authors develop a microeconometric method to account for differences across distributions of household income. Going beyond the determination of earnings in labor markets, they also estimate statistical models for occupational choice and for co...

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Main Authors: Bourguignon, Francois, Ferreira, Francisco H.G., Leite, Phillippe G.
Format: Policy Research Working Paper
Language:English
en_US
Published: World Bank, Washington, D.C. 2013
Subjects:
Online Access:http://documents.worldbank.org/curated/en/2002/04/1769436/beyond-oaxaca-blinder-accounting-differences-household-income-distributions-across-countries
http://hdl.handle.net/10986/14287
id okr-10986-14287
recordtype oai_dc
spelling okr-10986-142872021-04-23T14:03:20Z Beyond Oaxaca-Blinder: Accounting for Differences in Household Income Distributions Across Countries Bourguignon, Francois Ferreira, Francisco H.G. Leite, Phillippe G. HOUSEHOLD INCOME LABOR MARKETS OCCUPATIONAL CHOICE INCOME DISTRIBUTION OCCUPATIONAL STRUCTURE ENDOWMENTS PENSIONS INCOME INEQUALITIES ABSOLUTE POVERTY ABSOLUTE POVERTY LINE COUNTERFACTUAL COUNTRY REGRESSIONS CROSS-COUNTRY DIFFERENCES DATA SET DATA SETS DECOMPOSITION ANALYSIS DEMOGRAPHIC MAKE-UP DESCRIPTIVE STATISTICS DIFFERENCES IN INCOME DISTRIBUTION FUNCTION DISTRIBUTION FUNCTIONS ECONOMETRIC MODELS EMPIRICAL APPLICATION EXCHANGE RATES EXOGENOUS VARIABLES EXPLANATORY POWER FUNCTIONAL FORM FUNCTIONAL FORMS GDP GDP PER CAPITA GINI COEFFICIENT HOUSEHOLD CONSUMPTION HOUSEHOLD INCOME HOUSEHOLD INCOMES HOUSEHOLD SIZE HOUSEHOLD SURVEYS HUMAN CAPITAL INCOME DATA INCOME DISTRIBUTION INCOME DISTRIBUTIONS INCOME INEQUALITY INCOME SOURCES INCOME STUDY INCOMES INEQUALITY LEVELS INEQUALITY MEASURE INEQUALITY MEASURES LABOR FORCE LABOR MARKET LABOR MARKETS MEAN INCOME MEAN INCOMES MEDIAN INCOME NORMAL DISTRIBUTION PER CAPITA INCOME PER CAPITA INCOMES PERSONAL INCOME POLICY RESEARCH POVERTY GAP POVERTY INCIDENCE POVERTY INDICES POVERTY LEVELS POVERTY MEASURE POVERTY MEASURES PUBLIC TRANSFERS RELATIVE IMPORTANCE RELATIVE POVERTY RESIDUAL TERM SIMULATION TECHNIQUES WAGES WEALTH The authors develop a microeconometric method to account for differences across distributions of household income. Going beyond the determination of earnings in labor markets, they also estimate statistical models for occupational choice and for conditional distributions of education, fertility, and nonlabor incomes. The authors import combinations of estimated parameters from these models to simulate counterfactual income distributions. This allows them to decompose differences between functionals of two income distributions (such as inequality or poverty measures) into shares because of differences in the structure of labor market returns (price effects), differences in the occupational structure, and differences in the underlying distribution of assets (endowment effects). The authors apply the method to the differences between the Brazilian income distribution and those of Mexico and the United States, and find that most of Brazil's excess income inequality is due to underlying inequalities in the distribution of two key endowments: access to education and to sources of nonlabor income, mainly pensions. 2013-06-28T13:14:07Z 2013-06-28T13:14:07Z 2002-04-30 http://documents.worldbank.org/curated/en/2002/04/1769436/beyond-oaxaca-blinder-accounting-differences-household-income-distributions-across-countries http://hdl.handle.net/10986/14287 English en_US Policy Research Working Paper;No.2828 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 Latin America & Caribbean Brazil Mexico UNITED STATES
repository_type Digital Repository
institution_category Foreign Institution
institution Digital Repositories
building World Bank Open Knowledge Repository
collection World Bank
language English
en_US
topic HOUSEHOLD INCOME
LABOR MARKETS
OCCUPATIONAL CHOICE
INCOME DISTRIBUTION
OCCUPATIONAL STRUCTURE
ENDOWMENTS
PENSIONS
INCOME INEQUALITIES ABSOLUTE POVERTY
ABSOLUTE POVERTY LINE
COUNTERFACTUAL
COUNTRY REGRESSIONS
CROSS-COUNTRY DIFFERENCES
DATA SET
DATA SETS
DECOMPOSITION ANALYSIS
DEMOGRAPHIC MAKE-UP
DESCRIPTIVE STATISTICS
DIFFERENCES IN INCOME
DISTRIBUTION FUNCTION
DISTRIBUTION FUNCTIONS
ECONOMETRIC MODELS
EMPIRICAL APPLICATION
EXCHANGE RATES
EXOGENOUS VARIABLES
EXPLANATORY POWER
FUNCTIONAL FORM
FUNCTIONAL FORMS
GDP
GDP PER CAPITA
GINI COEFFICIENT
HOUSEHOLD CONSUMPTION
HOUSEHOLD INCOME
HOUSEHOLD INCOMES
HOUSEHOLD SIZE
HOUSEHOLD SURVEYS
HUMAN CAPITAL
INCOME DATA
INCOME DISTRIBUTION
INCOME DISTRIBUTIONS
INCOME INEQUALITY
INCOME SOURCES
INCOME STUDY
INCOMES
INEQUALITY LEVELS
INEQUALITY MEASURE
INEQUALITY MEASURES
LABOR FORCE
LABOR MARKET
LABOR MARKETS
MEAN INCOME
MEAN INCOMES
MEDIAN INCOME
NORMAL DISTRIBUTION
PER CAPITA INCOME
PER CAPITA INCOMES
PERSONAL INCOME
POLICY RESEARCH
POVERTY GAP
POVERTY INCIDENCE
POVERTY INDICES
POVERTY LEVELS
POVERTY MEASURE
POVERTY MEASURES
PUBLIC TRANSFERS
RELATIVE IMPORTANCE
RELATIVE POVERTY
RESIDUAL TERM
SIMULATION TECHNIQUES
WAGES
WEALTH
spellingShingle HOUSEHOLD INCOME
LABOR MARKETS
OCCUPATIONAL CHOICE
INCOME DISTRIBUTION
OCCUPATIONAL STRUCTURE
ENDOWMENTS
PENSIONS
INCOME INEQUALITIES ABSOLUTE POVERTY
ABSOLUTE POVERTY LINE
COUNTERFACTUAL
COUNTRY REGRESSIONS
CROSS-COUNTRY DIFFERENCES
DATA SET
DATA SETS
DECOMPOSITION ANALYSIS
DEMOGRAPHIC MAKE-UP
DESCRIPTIVE STATISTICS
DIFFERENCES IN INCOME
DISTRIBUTION FUNCTION
DISTRIBUTION FUNCTIONS
ECONOMETRIC MODELS
EMPIRICAL APPLICATION
EXCHANGE RATES
EXOGENOUS VARIABLES
EXPLANATORY POWER
FUNCTIONAL FORM
FUNCTIONAL FORMS
GDP
GDP PER CAPITA
GINI COEFFICIENT
HOUSEHOLD CONSUMPTION
HOUSEHOLD INCOME
HOUSEHOLD INCOMES
HOUSEHOLD SIZE
HOUSEHOLD SURVEYS
HUMAN CAPITAL
INCOME DATA
INCOME DISTRIBUTION
INCOME DISTRIBUTIONS
INCOME INEQUALITY
INCOME SOURCES
INCOME STUDY
INCOMES
INEQUALITY LEVELS
INEQUALITY MEASURE
INEQUALITY MEASURES
LABOR FORCE
LABOR MARKET
LABOR MARKETS
MEAN INCOME
MEAN INCOMES
MEDIAN INCOME
NORMAL DISTRIBUTION
PER CAPITA INCOME
PER CAPITA INCOMES
PERSONAL INCOME
POLICY RESEARCH
POVERTY GAP
POVERTY INCIDENCE
POVERTY INDICES
POVERTY LEVELS
POVERTY MEASURE
POVERTY MEASURES
PUBLIC TRANSFERS
RELATIVE IMPORTANCE
RELATIVE POVERTY
RESIDUAL TERM
SIMULATION TECHNIQUES
WAGES
WEALTH
Bourguignon, Francois
Ferreira, Francisco H.G.
Leite, Phillippe G.
Beyond Oaxaca-Blinder: Accounting for Differences in Household Income Distributions Across Countries
geographic_facet Latin America & Caribbean
Brazil
Mexico
UNITED STATES
relation Policy Research Working Paper;No.2828
description The authors develop a microeconometric method to account for differences across distributions of household income. Going beyond the determination of earnings in labor markets, they also estimate statistical models for occupational choice and for conditional distributions of education, fertility, and nonlabor incomes. The authors import combinations of estimated parameters from these models to simulate counterfactual income distributions. This allows them to decompose differences between functionals of two income distributions (such as inequality or poverty measures) into shares because of differences in the structure of labor market returns (price effects), differences in the occupational structure, and differences in the underlying distribution of assets (endowment effects). The authors apply the method to the differences between the Brazilian income distribution and those of Mexico and the United States, and find that most of Brazil's excess income inequality is due to underlying inequalities in the distribution of two key endowments: access to education and to sources of nonlabor income, mainly pensions.
format Publications & Research :: Policy Research Working Paper
author Bourguignon, Francois
Ferreira, Francisco H.G.
Leite, Phillippe G.
author_facet Bourguignon, Francois
Ferreira, Francisco H.G.
Leite, Phillippe G.
author_sort Bourguignon, Francois
title Beyond Oaxaca-Blinder: Accounting for Differences in Household Income Distributions Across Countries
title_short Beyond Oaxaca-Blinder: Accounting for Differences in Household Income Distributions Across Countries
title_full Beyond Oaxaca-Blinder: Accounting for Differences in Household Income Distributions Across Countries
title_fullStr Beyond Oaxaca-Blinder: Accounting for Differences in Household Income Distributions Across Countries
title_full_unstemmed Beyond Oaxaca-Blinder: Accounting for Differences in Household Income Distributions Across Countries
title_sort beyond oaxaca-blinder: accounting for differences in household income distributions across countries
publisher World Bank, Washington, D.C.
publishDate 2013
url http://documents.worldbank.org/curated/en/2002/04/1769436/beyond-oaxaca-blinder-accounting-differences-household-income-distributions-across-countries
http://hdl.handle.net/10986/14287
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