Ex-ante Evaluation of Conditional Cash Transfer Programs: The Case of Bolsa Escola

Cash transfers targeted to poor people, but conditional on some behavior on their part, such as school attendance or regular visits to health care facilities, are being adopted in a growing number of developing countries. Even where ex-post impact...

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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, DC 2014
Subjects:
Online Access:http://documents.worldbank.org/curated/en/2002/10/2874516/ex-ante-evaluation-conditional-cash-transfer-programs-case-bolsa-escola
http://hdl.handle.net/10986/19236
id okr-10986-19236
recordtype oai_dc
spelling okr-10986-192362021-04-23T14:03:42Z Ex-ante Evaluation of Conditional Cash Transfer Programs: The Case of Bolsa Escola Bourguignon, Francois Ferreira, Francisco H.G. Leite, Phillippe G. ACCOUNT BENEFICIARIES CHILD LABOR CONDITIONALITY COUNTERFACTUAL CREDIT CONSTRAINTS DATA SET DATA SETS DECISION-MAKING PROCESS DESCRIPTIVE STATISTICS DEVELOPED COUNTRIES DEVELOPING COUNTRIES DISPOSABLE INCOME DROPOUTS EMPIRICAL ANALYSIS EQUILIBRIUM EVALUATION METHODS EXCHANGE RATES FOOD POLICY RESEARCH HEALTH CARE HOUSEHOLD BEHAVIOR HOUSEHOLD CHARACTERISTICS HOUSEHOLD INCOME HOUSEHOLD LABOR HOUSEHOLD SIZE HOUSEHOLD SURVEY HOUSEHOLD SURVEYS HOUSEHOLD WELFARE HUMAN CAPITAL INCIDENCE OF POVERTY INCOME INCOME EFFECT INCOME LEVEL LABOR MARKET LOCAL LEVEL MINIMUM WAGE NUTRITION PER CAPITA INCOME POOR CHILDREN POOR HOUSEHOLDS POOR PEOPLE POVERTY LINE PROGRAM EFFECTS PROGRAMS REPRESENTATIVE SAMPLE RESEARCH INSTITUTE RURAL AREAS SAMPLE SIZE SCHOOL ATTENDANCE SELECTION BIAS SOCIAL DEVELOPMENT STATISTICAL OFFICE TARGETING TARGETING TRANSFERS TRADEOFFS TRANSPARENCY URBAN AREAS CASH TRANSFER PROGRAMS MEANS TESTING OCCUPATIONAL CHOICE EDUCATIONAL PROGRAMS HOUSEHOLD ALLOCATION MECHANISMS CASH TRANSFER PROGRAMS URBAN AREAS Cash transfers targeted to poor people, but conditional on some behavior on their part, such as school attendance or regular visits to health care facilities, are being adopted in a growing number of developing countries. Even where ex-post impact evaluations have been conducted, a number of policy-relevant counterfactual questions have remained unanswered. These are questions about the potential impact of changes in program design, such as benefit levels or the choice of the means-test, on both the current welfare and the behavioral response of household members. This paper proposes a method to simulate the effects of those alternative program designs on welfare and behavior, based on microeconometrically estimated models of household behavior. In an application to Brazil's recently introduced federal Bolsa Escola program, the authors find a surprisingly strong effect of the conditionality on school attendance, but a muted impact of the transfers on the reduction of current poverty and inequality levels 2014-08-01T20:14:52Z 2014-08-01T20:14:52Z 2002-09 http://documents.worldbank.org/curated/en/2002/10/2874516/ex-ante-evaluation-conditional-cash-transfer-programs-case-bolsa-escola http://hdl.handle.net/10986/19236 English en_US Policy Research Working Paper;No. 2916 CC BY 3.0 IGO http://creativecommons.org/licenses/by/3.0/igo/ World Bank, Washington, DC Publications & Research :: Policy Research Working Paper Publications & Research Latin America & Caribbean Brazil
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 ACCOUNT
BENEFICIARIES
CHILD LABOR
CONDITIONALITY
COUNTERFACTUAL
CREDIT CONSTRAINTS
DATA SET
DATA SETS
DECISION-MAKING PROCESS
DESCRIPTIVE STATISTICS
DEVELOPED COUNTRIES
DEVELOPING COUNTRIES
DISPOSABLE INCOME
DROPOUTS
EMPIRICAL ANALYSIS
EQUILIBRIUM
EVALUATION METHODS
EXCHANGE RATES
FOOD POLICY RESEARCH
HEALTH CARE
HOUSEHOLD BEHAVIOR
HOUSEHOLD CHARACTERISTICS
HOUSEHOLD INCOME
HOUSEHOLD LABOR
HOUSEHOLD SIZE
HOUSEHOLD SURVEY
HOUSEHOLD SURVEYS
HOUSEHOLD WELFARE
HUMAN CAPITAL
INCIDENCE OF POVERTY
INCOME
INCOME EFFECT
INCOME LEVEL
LABOR MARKET
LOCAL LEVEL
MINIMUM WAGE
NUTRITION
PER CAPITA INCOME
POOR CHILDREN
POOR HOUSEHOLDS
POOR PEOPLE
POVERTY LINE
PROGRAM EFFECTS
PROGRAMS
REPRESENTATIVE SAMPLE
RESEARCH INSTITUTE
RURAL AREAS
SAMPLE SIZE
SCHOOL ATTENDANCE
SELECTION BIAS
SOCIAL DEVELOPMENT
STATISTICAL OFFICE
TARGETING
TARGETING TRANSFERS
TRADEOFFS
TRANSPARENCY
URBAN AREAS CASH TRANSFER PROGRAMS
MEANS TESTING
OCCUPATIONAL CHOICE
EDUCATIONAL PROGRAMS
HOUSEHOLD ALLOCATION MECHANISMS
CASH TRANSFER PROGRAMS
URBAN AREAS
spellingShingle ACCOUNT
BENEFICIARIES
CHILD LABOR
CONDITIONALITY
COUNTERFACTUAL
CREDIT CONSTRAINTS
DATA SET
DATA SETS
DECISION-MAKING PROCESS
DESCRIPTIVE STATISTICS
DEVELOPED COUNTRIES
DEVELOPING COUNTRIES
DISPOSABLE INCOME
DROPOUTS
EMPIRICAL ANALYSIS
EQUILIBRIUM
EVALUATION METHODS
EXCHANGE RATES
FOOD POLICY RESEARCH
HEALTH CARE
HOUSEHOLD BEHAVIOR
HOUSEHOLD CHARACTERISTICS
HOUSEHOLD INCOME
HOUSEHOLD LABOR
HOUSEHOLD SIZE
HOUSEHOLD SURVEY
HOUSEHOLD SURVEYS
HOUSEHOLD WELFARE
HUMAN CAPITAL
INCIDENCE OF POVERTY
INCOME
INCOME EFFECT
INCOME LEVEL
LABOR MARKET
LOCAL LEVEL
MINIMUM WAGE
NUTRITION
PER CAPITA INCOME
POOR CHILDREN
POOR HOUSEHOLDS
POOR PEOPLE
POVERTY LINE
PROGRAM EFFECTS
PROGRAMS
REPRESENTATIVE SAMPLE
RESEARCH INSTITUTE
RURAL AREAS
SAMPLE SIZE
SCHOOL ATTENDANCE
SELECTION BIAS
SOCIAL DEVELOPMENT
STATISTICAL OFFICE
TARGETING
TARGETING TRANSFERS
TRADEOFFS
TRANSPARENCY
URBAN AREAS CASH TRANSFER PROGRAMS
MEANS TESTING
OCCUPATIONAL CHOICE
EDUCATIONAL PROGRAMS
HOUSEHOLD ALLOCATION MECHANISMS
CASH TRANSFER PROGRAMS
URBAN AREAS
Bourguignon, Francois
Ferreira, Francisco H.G.
Leite, Phillippe G.
Ex-ante Evaluation of Conditional Cash Transfer Programs: The Case of Bolsa Escola
geographic_facet Latin America & Caribbean
Brazil
relation Policy Research Working Paper;No. 2916
description Cash transfers targeted to poor people, but conditional on some behavior on their part, such as school attendance or regular visits to health care facilities, are being adopted in a growing number of developing countries. Even where ex-post impact evaluations have been conducted, a number of policy-relevant counterfactual questions have remained unanswered. These are questions about the potential impact of changes in program design, such as benefit levels or the choice of the means-test, on both the current welfare and the behavioral response of household members. This paper proposes a method to simulate the effects of those alternative program designs on welfare and behavior, based on microeconometrically estimated models of household behavior. In an application to Brazil's recently introduced federal Bolsa Escola program, the authors find a surprisingly strong effect of the conditionality on school attendance, but a muted impact of the transfers on the reduction of current poverty and inequality levels
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 Ex-ante Evaluation of Conditional Cash Transfer Programs: The Case of Bolsa Escola
title_short Ex-ante Evaluation of Conditional Cash Transfer Programs: The Case of Bolsa Escola
title_full Ex-ante Evaluation of Conditional Cash Transfer Programs: The Case of Bolsa Escola
title_fullStr Ex-ante Evaluation of Conditional Cash Transfer Programs: The Case of Bolsa Escola
title_full_unstemmed Ex-ante Evaluation of Conditional Cash Transfer Programs: The Case of Bolsa Escola
title_sort ex-ante evaluation of conditional cash transfer programs: the case of bolsa escola
publisher World Bank, Washington, DC
publishDate 2014
url http://documents.worldbank.org/curated/en/2002/10/2874516/ex-ante-evaluation-conditional-cash-transfer-programs-case-bolsa-escola
http://hdl.handle.net/10986/19236
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