Estimating Quarterly Poverty Rates Using Labor Force Surveys : A Primer

The paper shows how Labor Force Surveys can be used effectively to estimate poverty rates using Household Expenditure Surveys and cross-survey imputation methods. With only two rounds of Household Expenditure Survey data for Morocco (2001 and 2007)...

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Main Authors:	Douidich, Mohamed, Ezzrari, Abdeljaouad, Van der Weide, Roy, Verme, Paolo
Format:	Policy Research Working Paper
Language:	English en_US
Published:	World Bank, Washington, DC 2013
Subjects:	ACCESS TO SERVICES AGRICULTURAL OUTPUT AGRICULTURAL PERFORMANCE AGRICULTURAL PRODUCTION AGRICULTURAL SECTOR AVERAGE GROWTH AVERAGE INCOME CAP CLEAN DRINKING WATER CONFLICT CONSUMPTION DATA CONSUMPTION GROWTH CONSUMPTION POVERTY DATA SETS DECLINE IN POVERTY DEPENDENT VARIABLE DESCRIPTIVE STATISTICS DETERMINANTS OF POVERTY DEVELOPED COUNTRIES DEVELOPMENT POLICY DISTRIBUTION FUNCTION DYNAMIC PANEL ECONOMIC ACTIVITIES ECONOMIC GROWTH ECONOMIC SHOCKS ECONOMICS EMPIRICAL MODEL EMPIRICAL RESULTS EMPIRICAL SECTION EMPIRICAL WORK EMPLOYMENT IN AGRICULTURE ERROR TERM ERROR TERMS ESTIMATES OF POVERTY EXPLANATORY VARIABLES FINANCIAL CRISES FINANCIAL CRISIS FINANCIAL SECTOR FIXED EFFECTS GINI INDEX GLOBAL ECONOMY GROWTH RATE GROWTH RATES HEADCOUNT POVERTY HOUSEHOLD CONSUMPTION HOUSEHOLD EXPENDITURE SURVEYS HOUSEHOLD INCOME HOUSEHOLD INCOMES HOUSEHOLD SIZE HOUSEHOLD SURVEY HOUSEHOLD SURVEYS HOUSING HUMAN DEVELOPMENT IMPACT ON POVERTY INCOME DATA INCOME DISTRIBUTION INCOME POVERTY INDEPENDENT VARIABLE INDEPENDENT VARIABLES INEQUALITY LABOR FORCE LABOR MARKET LIVING STANDARDS MACROECONOMIC POLICIES MACROECONOMIC SHOCKS MARGINAL EFFECT MEASUREMENT OF POVERTY MEASURING POVERTY MICRO DATA NATIONAL ACCOUNTS 0 HYPOTHESIS NUTRITION PER CAPITA EXPENDITURE POLICY MAKERS POLICY REFORMS POLICY RESEARCH POOR POVERTY ASSESSMENTS POVERTY DATA POVERTY DEBATE POVERTY ESTIMATES POVERTY GAP POVERTY LEVELS POVERTY LINE POVERTY MAPPING POVERTY RATE POVERTY RATES POVERTY REDUCTION POVERTY SERIES PRIMARY EDUCATION PRO-POOR PROGRAMS PUBLIC POLICIES PUBLIC SECTOR RANDOM VARIABLES REDUCING POVERTY REDUCTION IN POVERTY REGIONAL DUMMY REGIONAL GROUP REGIONAL LEVEL REGIONAL PERSPECTIVE REGIONAL POVERTY REGRESSION ANALYSIS REMOTE AREAS RURAL RURAL AREAS RURAL DIVIDE RURAL GAP RURAL POVERTY RURAL STANDARDS SAMPLE SIZE SELF-EMPLOYMENT SIGNIFICANT IMPACT STABILIZATION POLICIES SUB-REGION SUB-REGIONS SUBREGIONS UNEMPLOYMENT URBAN AREAS URBAN POVERTY WELFARE INDICATOR WELFARE MEASURE WELFARE MEASURES
Online Access:	http://documents.worldbank.org/curated/en/2013/05/17773674/ http://hdl.handle.net/10986/15599

id	okr-10986-15599
recordtype	oai_dc
spelling	okr-10986-155992021-04-23T14:03:19Z Estimating Quarterly Poverty Rates Using Labor Force Surveys : A Primer Douidich, Mohamed Ezzrari, Abdeljaouad Van der Weide, Roy Verme, Paolo ACCESS TO SERVICES AGRICULTURAL OUTPUT AGRICULTURAL PERFORMANCE AGRICULTURAL PRODUCTION AGRICULTURAL SECTOR AVERAGE GROWTH AVERAGE INCOME CAP CLEAN DRINKING WATER CONFLICT CONSUMPTION DATA CONSUMPTION GROWTH CONSUMPTION POVERTY DATA SETS DECLINE IN POVERTY DEPENDENT VARIABLE DESCRIPTIVE STATISTICS DETERMINANTS OF POVERTY DEVELOPED COUNTRIES DEVELOPMENT POLICY DISTRIBUTION FUNCTION DYNAMIC PANEL ECONOMIC ACTIVITIES ECONOMIC GROWTH ECONOMIC SHOCKS ECONOMICS EMPIRICAL MODEL EMPIRICAL RESULTS EMPIRICAL SECTION EMPIRICAL WORK EMPLOYMENT IN AGRICULTURE ERROR TERM ERROR TERMS ESTIMATES OF POVERTY EXPLANATORY VARIABLES FINANCIAL CRISES FINANCIAL CRISIS FINANCIAL SECTOR FIXED EFFECTS GINI INDEX GLOBAL ECONOMY GROWTH RATE GROWTH RATES HEADCOUNT POVERTY HOUSEHOLD CONSUMPTION HOUSEHOLD EXPENDITURE SURVEYS HOUSEHOLD INCOME HOUSEHOLD INCOMES HOUSEHOLD SIZE HOUSEHOLD SURVEY HOUSEHOLD SURVEYS HOUSING HUMAN DEVELOPMENT IMPACT ON POVERTY INCOME DATA INCOME DISTRIBUTION INCOME POVERTY INDEPENDENT VARIABLE INDEPENDENT VARIABLES INEQUALITY LABOR FORCE LABOR MARKET LIVING STANDARDS MACROECONOMIC POLICIES MACROECONOMIC SHOCKS MARGINAL EFFECT MEASUREMENT OF POVERTY MEASURING POVERTY MICRO DATA NATIONAL ACCOUNTS 0 HYPOTHESIS NUTRITION PER CAPITA EXPENDITURE POLICY MAKERS POLICY REFORMS POLICY RESEARCH POOR POVERTY ASSESSMENTS POVERTY DATA POVERTY DEBATE POVERTY ESTIMATES POVERTY GAP POVERTY LEVELS POVERTY LINE POVERTY MAPPING POVERTY RATE POVERTY RATES POVERTY REDUCTION POVERTY SERIES PRIMARY EDUCATION PRO-POOR PROGRAMS PUBLIC POLICIES PUBLIC SECTOR RANDOM VARIABLES REDUCING POVERTY REDUCTION IN POVERTY REGIONAL DUMMY REGIONAL GROUP REGIONAL LEVEL REGIONAL PERSPECTIVE REGIONAL POVERTY REGRESSION ANALYSIS REMOTE AREAS RURAL RURAL AREAS RURAL DIVIDE RURAL GAP RURAL POVERTY RURAL STANDARDS SAMPLE SIZE SELF-EMPLOYMENT SIGNIFICANT IMPACT STABILIZATION POLICIES SUB-REGION SUB-REGIONS SUBREGIONS UNEMPLOYMENT URBAN AREAS URBAN POVERTY WELFARE INDICATOR WELFARE MEASURE WELFARE MEASURES The paper shows how Labor Force Surveys can be used effectively to estimate poverty rates using Household Expenditure Surveys and cross-survey imputation methods. With only two rounds of Household Expenditure Survey data for Morocco (2001 and 2007), the paper estimates quarterly poverty rates for the period 2001-2010 by imputing household expenditures into the Labor Force Surveys. The results are encouraging. The methodology is able to accurately reproduce official poverty statistics by combining current Labor Force Surveys with previous period Household Expenditure Surveys, and vice versa. Although the focus is on head-count poverty, the method can be applied to any welfare indicator that is a function of household income or expenditure, such as the poverty gap or the Gini index of inequality. The newly produced time-series of poverty rates can help researchers and policy makers to: (a) study the determinants of poverty reduction or use poverty as an explanatory factor in cross-section and panel models; (b) forecast poverty rates based on a time-series model fitted to the data; and (c) explore the linkages between labor market conditions and poverty and simulate the effects of policy reforms or economic shocks. This is a promising research agenda that can expand significantly the tool-kit of the welfare economist. 2013-09-04T18:46:26Z 2013-09-04T18:46:26Z 2013-05 http://documents.worldbank.org/curated/en/2013/05/17773674/ http://hdl.handle.net/10986/15599 English en_US Policy Research Working Paper;No. 6466 CC BY 3.0 IGO http://creativecommons.org/licenses/by/3.0/igo/ World Bank World Bank, Washington, DC Publications & Research :: Policy Research Working Paper Publications & Research
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	ACCESS TO SERVICES AGRICULTURAL OUTPUT AGRICULTURAL PERFORMANCE AGRICULTURAL PRODUCTION AGRICULTURAL SECTOR AVERAGE GROWTH AVERAGE INCOME CAP CLEAN DRINKING WATER CONFLICT CONSUMPTION DATA CONSUMPTION GROWTH CONSUMPTION POVERTY DATA SETS DECLINE IN POVERTY DEPENDENT VARIABLE DESCRIPTIVE STATISTICS DETERMINANTS OF POVERTY DEVELOPED COUNTRIES DEVELOPMENT POLICY DISTRIBUTION FUNCTION DYNAMIC PANEL ECONOMIC ACTIVITIES ECONOMIC GROWTH ECONOMIC SHOCKS ECONOMICS EMPIRICAL MODEL EMPIRICAL RESULTS EMPIRICAL SECTION EMPIRICAL WORK EMPLOYMENT IN AGRICULTURE ERROR TERM ERROR TERMS ESTIMATES OF POVERTY EXPLANATORY VARIABLES FINANCIAL CRISES FINANCIAL CRISIS FINANCIAL SECTOR FIXED EFFECTS GINI INDEX GLOBAL ECONOMY GROWTH RATE GROWTH RATES HEADCOUNT POVERTY HOUSEHOLD CONSUMPTION HOUSEHOLD EXPENDITURE SURVEYS HOUSEHOLD INCOME HOUSEHOLD INCOMES HOUSEHOLD SIZE HOUSEHOLD SURVEY HOUSEHOLD SURVEYS HOUSING HUMAN DEVELOPMENT IMPACT ON POVERTY INCOME DATA INCOME DISTRIBUTION INCOME POVERTY INDEPENDENT VARIABLE INDEPENDENT VARIABLES INEQUALITY LABOR FORCE LABOR MARKET LIVING STANDARDS MACROECONOMIC POLICIES MACROECONOMIC SHOCKS MARGINAL EFFECT MEASUREMENT OF POVERTY MEASURING POVERTY MICRO DATA NATIONAL ACCOUNTS 0 HYPOTHESIS NUTRITION PER CAPITA EXPENDITURE POLICY MAKERS POLICY REFORMS POLICY RESEARCH POOR POVERTY ASSESSMENTS POVERTY DATA POVERTY DEBATE POVERTY ESTIMATES POVERTY GAP POVERTY LEVELS POVERTY LINE POVERTY MAPPING POVERTY RATE POVERTY RATES POVERTY REDUCTION POVERTY SERIES PRIMARY EDUCATION PRO-POOR PROGRAMS PUBLIC POLICIES PUBLIC SECTOR RANDOM VARIABLES REDUCING POVERTY REDUCTION IN POVERTY REGIONAL DUMMY REGIONAL GROUP REGIONAL LEVEL REGIONAL PERSPECTIVE REGIONAL POVERTY REGRESSION ANALYSIS REMOTE AREAS RURAL RURAL AREAS RURAL DIVIDE RURAL GAP RURAL POVERTY RURAL STANDARDS SAMPLE SIZE SELF-EMPLOYMENT SIGNIFICANT IMPACT STABILIZATION POLICIES SUB-REGION SUB-REGIONS SUBREGIONS UNEMPLOYMENT URBAN AREAS URBAN POVERTY WELFARE INDICATOR WELFARE MEASURE WELFARE MEASURES
spellingShingle	ACCESS TO SERVICES AGRICULTURAL OUTPUT AGRICULTURAL PERFORMANCE AGRICULTURAL PRODUCTION AGRICULTURAL SECTOR AVERAGE GROWTH AVERAGE INCOME CAP CLEAN DRINKING WATER CONFLICT CONSUMPTION DATA CONSUMPTION GROWTH CONSUMPTION POVERTY DATA SETS DECLINE IN POVERTY DEPENDENT VARIABLE DESCRIPTIVE STATISTICS DETERMINANTS OF POVERTY DEVELOPED COUNTRIES DEVELOPMENT POLICY DISTRIBUTION FUNCTION DYNAMIC PANEL ECONOMIC ACTIVITIES ECONOMIC GROWTH ECONOMIC SHOCKS ECONOMICS EMPIRICAL MODEL EMPIRICAL RESULTS EMPIRICAL SECTION EMPIRICAL WORK EMPLOYMENT IN AGRICULTURE ERROR TERM ERROR TERMS ESTIMATES OF POVERTY EXPLANATORY VARIABLES FINANCIAL CRISES FINANCIAL CRISIS FINANCIAL SECTOR FIXED EFFECTS GINI INDEX GLOBAL ECONOMY GROWTH RATE GROWTH RATES HEADCOUNT POVERTY HOUSEHOLD CONSUMPTION HOUSEHOLD EXPENDITURE SURVEYS HOUSEHOLD INCOME HOUSEHOLD INCOMES HOUSEHOLD SIZE HOUSEHOLD SURVEY HOUSEHOLD SURVEYS HOUSING HUMAN DEVELOPMENT IMPACT ON POVERTY INCOME DATA INCOME DISTRIBUTION INCOME POVERTY INDEPENDENT VARIABLE INDEPENDENT VARIABLES INEQUALITY LABOR FORCE LABOR MARKET LIVING STANDARDS MACROECONOMIC POLICIES MACROECONOMIC SHOCKS MARGINAL EFFECT MEASUREMENT OF POVERTY MEASURING POVERTY MICRO DATA NATIONAL ACCOUNTS 0 HYPOTHESIS NUTRITION PER CAPITA EXPENDITURE POLICY MAKERS POLICY REFORMS POLICY RESEARCH POOR POVERTY ASSESSMENTS POVERTY DATA POVERTY DEBATE POVERTY ESTIMATES POVERTY GAP POVERTY LEVELS POVERTY LINE POVERTY MAPPING POVERTY RATE POVERTY RATES POVERTY REDUCTION POVERTY SERIES PRIMARY EDUCATION PRO-POOR PROGRAMS PUBLIC POLICIES PUBLIC SECTOR RANDOM VARIABLES REDUCING POVERTY REDUCTION IN POVERTY REGIONAL DUMMY REGIONAL GROUP REGIONAL LEVEL REGIONAL PERSPECTIVE REGIONAL POVERTY REGRESSION ANALYSIS REMOTE AREAS RURAL RURAL AREAS RURAL DIVIDE RURAL GAP RURAL POVERTY RURAL STANDARDS SAMPLE SIZE SELF-EMPLOYMENT SIGNIFICANT IMPACT STABILIZATION POLICIES SUB-REGION SUB-REGIONS SUBREGIONS UNEMPLOYMENT URBAN AREAS URBAN POVERTY WELFARE INDICATOR WELFARE MEASURE WELFARE MEASURES Douidich, Mohamed Ezzrari, Abdeljaouad Van der Weide, Roy Verme, Paolo Estimating Quarterly Poverty Rates Using Labor Force Surveys : A Primer
relation	Policy Research Working Paper;No. 6466
description	The paper shows how Labor Force Surveys can be used effectively to estimate poverty rates using Household Expenditure Surveys and cross-survey imputation methods. With only two rounds of Household Expenditure Survey data for Morocco (2001 and 2007), the paper estimates quarterly poverty rates for the period 2001-2010 by imputing household expenditures into the Labor Force Surveys. The results are encouraging. The methodology is able to accurately reproduce official poverty statistics by combining current Labor Force Surveys with previous period Household Expenditure Surveys, and vice versa. Although the focus is on head-count poverty, the method can be applied to any welfare indicator that is a function of household income or expenditure, such as the poverty gap or the Gini index of inequality. The newly produced time-series of poverty rates can help researchers and policy makers to: (a) study the determinants of poverty reduction or use poverty as an explanatory factor in cross-section and panel models; (b) forecast poverty rates based on a time-series model fitted to the data; and (c) explore the linkages between labor market conditions and poverty and simulate the effects of policy reforms or economic shocks. This is a promising research agenda that can expand significantly the tool-kit of the welfare economist.
format	Publications & Research :: Policy Research Working Paper
author	Douidich, Mohamed Ezzrari, Abdeljaouad Van der Weide, Roy Verme, Paolo
author_facet	Douidich, Mohamed Ezzrari, Abdeljaouad Van der Weide, Roy Verme, Paolo
author_sort	Douidich, Mohamed
title	Estimating Quarterly Poverty Rates Using Labor Force Surveys : A Primer
title_short	Estimating Quarterly Poverty Rates Using Labor Force Surveys : A Primer
title_full	Estimating Quarterly Poverty Rates Using Labor Force Surveys : A Primer
title_fullStr	Estimating Quarterly Poverty Rates Using Labor Force Surveys : A Primer
title_full_unstemmed	Estimating Quarterly Poverty Rates Using Labor Force Surveys : A Primer
title_sort	estimating quarterly poverty rates using labor force surveys : a primer
publisher	World Bank, Washington, DC
publishDate	2013
url	http://documents.worldbank.org/curated/en/2013/05/17773674/ http://hdl.handle.net/10986/15599
_version_	1764429558310764544

Estimating Quarterly Poverty Rates Using Labor Force Surveys : A Primer

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