Estimating the Causal Effects of Conflict on Education in Côte d'Ivoire
This paper estimates the causal effects of civil war on years of education in the context of a school-going age cohort that is exposed to armed conflict in Cote d'Ivoire. Using year and department of birth to identify an individual's exposure to war, the difference-in-difference outcomes indicate that the average years of education for a school-going age cohort is .94 years fewer compared with an older cohort in war-affected regions. To minimize the potential bias in the estimated outcome, the authors use a set of victimization indicators to identify the true effect of war. The propensity score matching estimates do not alter the main findings. In addition, the outcomes of double-robust models minimize the specification errors in the model. Moreover, the paper finds the outcomes are robust across alternative matching methods, estimation by using subsamples, and other education outcome variables. Overall, the findings across different models suggest a drop in average years of education by a range of .2 to .9 fewer years.
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dig-okr-1098693342024-08-08T15:09:17Z Estimating the Causal Effects of Conflict on Education in Côte d'Ivoire Paul, Saumik Dabalen, Andrew L. ACCESS TO EDUCATION ADULTS AGE COHORT ALLOCATION OF RESOURCES ARMED CONFLICT AVERAGE EDUCATION LEVEL AVERAGE EDUCATIONAL ATTAINMENT BASIC EDUCATION BATTLE BATTLES CIVIL CONFLICT CIVIL WAR COMPARATIVE EDUCATION CONFLICTS CURRICULUM CURRICULUM DEVELOPMENT DEVELOPMENT CENTRE DEVELOPMENT POLICY ECONOMIC PROSPERITY EDUCATION FOR ALL EDUCATION FOR CHILDREN EDUCATION OF CHILDREN EDUCATION OUTCOMES EDUCATION SYSTEM EDUCATIONAL ATTAINMENT EDUCATIONAL ATTAINMENTS EDUCATIONAL FACILITIES EDUCATIONAL OUTCOMES EDUCATIONAL REFORMS ENROLLMENT RATES ETHNIC GROUP ETHNIC GROUPS EXPERIENCED VIOLENCE FAMILY MEMBERS FIGHTING FORMAL SCHOOLING GENOCIDE HIGHER EDUCATION HOUSEHOLD LEVEL HOUSEHOLD SURVEYS HUMAN CAPITAL ILLNESS IMMIGRANTS IMPACT OF CONFLICT INTERNAL MIGRATION INTERNATIONAL BANK INTERNATIONAL DEVELOPMENT JOB TRAINING LABOUR MARKET LEARNING LEARNING OUTCOMES LITERACY LITERACY RATES LIVING STANDARDS MILITIA MINISTRY OF EDUCATION NATIONAL EXAMINATIONS NATIONAL ORIGIN NATIONAL PRIORITY NATIONALS NATIONS NET ENROLLMENT NET ENROLLMENT RATE NUMBER OF DEATHS OLD AGE PEACE PEACE AGREEMENTS PEACE KEEPING PEACE RESEARCH PEACEKEEPERS PEACEKEEPING PENSIONS POLARIZATION POLICY DISCUSSIONS POLICY RESEARCH POLICY RESEARCH WORKING PAPER POLITICAL PARTIES POST-CONFLICT RECONSTRUCTION PRIMARY EDUCATION PRIMARY SCHOOL PRIMARY SCHOOLING PROGRESS PROVIDERS OF EDUCATION PUBLIC SCHOOLING REBEL REBELS RELIGIOUS GROUPS SANCTIONS SCHOOL CALENDARS SCHOOL ENROLMENT SCHOOL GOING SCHOOL STUDENTS SCHOOL YEAR SECONDARY EDUCATION SECONDARY SCHOOL SECONDARY SCHOOLING SECONDARY SCHOOLS STUDENT-TEACHER RATIO SUSTAINABLE DEVELOPMENT TACTIC TEACHER TEACHER RATIO TEACHERS TOLERANCE TRADE RELATIONSHIPS TRAINING PROGRAMME UNEQUAL ACCESS UNESCO UNIVERSITIES VICTIMS VOCATIONAL EDUCATION YOUNG AGE YOUTH This paper estimates the causal effects of civil war on years of education in the context of a school-going age cohort that is exposed to armed conflict in Cote d'Ivoire. Using year and department of birth to identify an individual's exposure to war, the difference-in-difference outcomes indicate that the average years of education for a school-going age cohort is .94 years fewer compared with an older cohort in war-affected regions. To minimize the potential bias in the estimated outcome, the authors use a set of victimization indicators to identify the true effect of war. The propensity score matching estimates do not alter the main findings. In addition, the outcomes of double-robust models minimize the specification errors in the model. Moreover, the paper finds the outcomes are robust across alternative matching methods, estimation by using subsamples, and other education outcome variables. Overall, the findings across different models suggest a drop in average years of education by a range of .2 to .9 fewer years. 2012-06-29T20:34:11Z 2012-06-29T20:34:11Z 2012-06 http://documents.worldbank.org/curated/en/2012/06/16338887/estimating-causal-effects-conflict-education-côte-divoire https://hdl.handle.net/10986/9334 English Policy Research Working Paper; No. 6077 CC BY 3.0 IGO http://creativecommons.org/licenses/by/3.0/igo/ World Bank application/pdf text/plain World Bank, Washington, DC |
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Banco Mundial |
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Estados Unidos |
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US |
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Bibliográfico |
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En linea |
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biblioteca |
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America del Norte |
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Biblioteca del Banco Mundial |
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English |
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ACCESS TO EDUCATION ADULTS AGE COHORT ALLOCATION OF RESOURCES ARMED CONFLICT AVERAGE EDUCATION LEVEL AVERAGE EDUCATIONAL ATTAINMENT BASIC EDUCATION BATTLE BATTLES CIVIL CONFLICT CIVIL WAR COMPARATIVE EDUCATION CONFLICTS CURRICULUM CURRICULUM DEVELOPMENT DEVELOPMENT CENTRE DEVELOPMENT POLICY ECONOMIC PROSPERITY EDUCATION FOR ALL EDUCATION FOR CHILDREN EDUCATION OF CHILDREN EDUCATION OUTCOMES EDUCATION SYSTEM EDUCATIONAL ATTAINMENT EDUCATIONAL ATTAINMENTS EDUCATIONAL FACILITIES EDUCATIONAL OUTCOMES EDUCATIONAL REFORMS ENROLLMENT RATES ETHNIC GROUP ETHNIC GROUPS EXPERIENCED VIOLENCE FAMILY MEMBERS FIGHTING FORMAL SCHOOLING GENOCIDE HIGHER EDUCATION HOUSEHOLD LEVEL HOUSEHOLD SURVEYS HUMAN CAPITAL ILLNESS IMMIGRANTS IMPACT OF CONFLICT INTERNAL MIGRATION INTERNATIONAL BANK INTERNATIONAL DEVELOPMENT JOB TRAINING LABOUR MARKET LEARNING LEARNING OUTCOMES LITERACY LITERACY RATES LIVING STANDARDS MILITIA MINISTRY OF EDUCATION NATIONAL EXAMINATIONS NATIONAL ORIGIN NATIONAL PRIORITY NATIONALS NATIONS NET ENROLLMENT NET ENROLLMENT RATE NUMBER OF DEATHS OLD AGE PEACE PEACE AGREEMENTS PEACE KEEPING PEACE RESEARCH PEACEKEEPERS PEACEKEEPING PENSIONS POLARIZATION POLICY DISCUSSIONS POLICY RESEARCH POLICY RESEARCH WORKING PAPER POLITICAL PARTIES POST-CONFLICT RECONSTRUCTION PRIMARY EDUCATION PRIMARY SCHOOL PRIMARY SCHOOLING PROGRESS PROVIDERS OF EDUCATION PUBLIC SCHOOLING REBEL REBELS RELIGIOUS GROUPS SANCTIONS SCHOOL CALENDARS SCHOOL ENROLMENT SCHOOL GOING SCHOOL STUDENTS SCHOOL YEAR SECONDARY EDUCATION SECONDARY SCHOOL SECONDARY SCHOOLING SECONDARY SCHOOLS STUDENT-TEACHER RATIO SUSTAINABLE DEVELOPMENT TACTIC TEACHER TEACHER RATIO TEACHERS TOLERANCE TRADE RELATIONSHIPS TRAINING PROGRAMME UNEQUAL ACCESS UNESCO UNIVERSITIES VICTIMS VOCATIONAL EDUCATION YOUNG AGE YOUTH ACCESS TO EDUCATION ADULTS AGE COHORT ALLOCATION OF RESOURCES ARMED CONFLICT AVERAGE EDUCATION LEVEL AVERAGE EDUCATIONAL ATTAINMENT BASIC EDUCATION BATTLE BATTLES CIVIL CONFLICT CIVIL WAR COMPARATIVE EDUCATION CONFLICTS CURRICULUM CURRICULUM DEVELOPMENT DEVELOPMENT CENTRE DEVELOPMENT POLICY ECONOMIC PROSPERITY EDUCATION FOR ALL EDUCATION FOR CHILDREN EDUCATION OF CHILDREN EDUCATION OUTCOMES EDUCATION SYSTEM EDUCATIONAL ATTAINMENT EDUCATIONAL ATTAINMENTS EDUCATIONAL FACILITIES EDUCATIONAL OUTCOMES EDUCATIONAL REFORMS ENROLLMENT RATES ETHNIC GROUP ETHNIC GROUPS EXPERIENCED VIOLENCE FAMILY MEMBERS FIGHTING FORMAL SCHOOLING GENOCIDE HIGHER EDUCATION HOUSEHOLD LEVEL HOUSEHOLD SURVEYS HUMAN CAPITAL ILLNESS IMMIGRANTS IMPACT OF CONFLICT INTERNAL MIGRATION INTERNATIONAL BANK INTERNATIONAL DEVELOPMENT JOB TRAINING LABOUR MARKET LEARNING LEARNING OUTCOMES LITERACY LITERACY RATES LIVING STANDARDS MILITIA MINISTRY OF EDUCATION NATIONAL EXAMINATIONS NATIONAL ORIGIN NATIONAL PRIORITY NATIONALS NATIONS NET ENROLLMENT NET ENROLLMENT RATE NUMBER OF DEATHS OLD AGE PEACE PEACE AGREEMENTS PEACE KEEPING PEACE RESEARCH PEACEKEEPERS PEACEKEEPING PENSIONS POLARIZATION POLICY DISCUSSIONS POLICY RESEARCH POLICY RESEARCH WORKING PAPER POLITICAL PARTIES POST-CONFLICT RECONSTRUCTION PRIMARY EDUCATION PRIMARY SCHOOL PRIMARY SCHOOLING PROGRESS PROVIDERS OF EDUCATION PUBLIC SCHOOLING REBEL REBELS RELIGIOUS GROUPS SANCTIONS SCHOOL CALENDARS SCHOOL ENROLMENT SCHOOL GOING SCHOOL STUDENTS SCHOOL YEAR SECONDARY EDUCATION SECONDARY SCHOOL SECONDARY SCHOOLING SECONDARY SCHOOLS STUDENT-TEACHER RATIO SUSTAINABLE DEVELOPMENT TACTIC TEACHER TEACHER RATIO TEACHERS TOLERANCE TRADE RELATIONSHIPS TRAINING PROGRAMME UNEQUAL ACCESS UNESCO UNIVERSITIES VICTIMS VOCATIONAL EDUCATION YOUNG AGE YOUTH |
spellingShingle |
ACCESS TO EDUCATION ADULTS AGE COHORT ALLOCATION OF RESOURCES ARMED CONFLICT AVERAGE EDUCATION LEVEL AVERAGE EDUCATIONAL ATTAINMENT BASIC EDUCATION BATTLE BATTLES CIVIL CONFLICT CIVIL WAR COMPARATIVE EDUCATION CONFLICTS CURRICULUM CURRICULUM DEVELOPMENT DEVELOPMENT CENTRE DEVELOPMENT POLICY ECONOMIC PROSPERITY EDUCATION FOR ALL EDUCATION FOR CHILDREN EDUCATION OF CHILDREN EDUCATION OUTCOMES EDUCATION SYSTEM EDUCATIONAL ATTAINMENT EDUCATIONAL ATTAINMENTS EDUCATIONAL FACILITIES EDUCATIONAL OUTCOMES EDUCATIONAL REFORMS ENROLLMENT RATES ETHNIC GROUP ETHNIC GROUPS EXPERIENCED VIOLENCE FAMILY MEMBERS FIGHTING FORMAL SCHOOLING GENOCIDE HIGHER EDUCATION HOUSEHOLD LEVEL HOUSEHOLD SURVEYS HUMAN CAPITAL ILLNESS IMMIGRANTS IMPACT OF CONFLICT INTERNAL MIGRATION INTERNATIONAL BANK INTERNATIONAL DEVELOPMENT JOB TRAINING LABOUR MARKET LEARNING LEARNING OUTCOMES LITERACY LITERACY RATES LIVING STANDARDS MILITIA MINISTRY OF EDUCATION NATIONAL EXAMINATIONS NATIONAL ORIGIN NATIONAL PRIORITY NATIONALS NATIONS NET ENROLLMENT NET ENROLLMENT RATE NUMBER OF DEATHS OLD AGE PEACE PEACE AGREEMENTS PEACE KEEPING PEACE RESEARCH PEACEKEEPERS PEACEKEEPING PENSIONS POLARIZATION POLICY DISCUSSIONS POLICY RESEARCH POLICY RESEARCH WORKING PAPER POLITICAL PARTIES POST-CONFLICT RECONSTRUCTION PRIMARY EDUCATION PRIMARY SCHOOL PRIMARY SCHOOLING PROGRESS PROVIDERS OF EDUCATION PUBLIC SCHOOLING REBEL REBELS RELIGIOUS GROUPS SANCTIONS SCHOOL CALENDARS SCHOOL ENROLMENT SCHOOL GOING SCHOOL STUDENTS SCHOOL YEAR SECONDARY EDUCATION SECONDARY SCHOOL SECONDARY SCHOOLING SECONDARY SCHOOLS STUDENT-TEACHER RATIO SUSTAINABLE DEVELOPMENT TACTIC TEACHER TEACHER RATIO TEACHERS TOLERANCE TRADE RELATIONSHIPS TRAINING PROGRAMME UNEQUAL ACCESS UNESCO UNIVERSITIES VICTIMS VOCATIONAL EDUCATION YOUNG AGE YOUTH ACCESS TO EDUCATION ADULTS AGE COHORT ALLOCATION OF RESOURCES ARMED CONFLICT AVERAGE EDUCATION LEVEL AVERAGE EDUCATIONAL ATTAINMENT BASIC EDUCATION BATTLE BATTLES CIVIL CONFLICT CIVIL WAR COMPARATIVE EDUCATION CONFLICTS CURRICULUM CURRICULUM DEVELOPMENT DEVELOPMENT CENTRE DEVELOPMENT POLICY ECONOMIC PROSPERITY EDUCATION FOR ALL EDUCATION FOR CHILDREN EDUCATION OF CHILDREN EDUCATION OUTCOMES EDUCATION SYSTEM EDUCATIONAL ATTAINMENT EDUCATIONAL ATTAINMENTS EDUCATIONAL FACILITIES EDUCATIONAL OUTCOMES EDUCATIONAL REFORMS ENROLLMENT RATES ETHNIC GROUP ETHNIC GROUPS EXPERIENCED VIOLENCE FAMILY MEMBERS FIGHTING FORMAL SCHOOLING GENOCIDE HIGHER EDUCATION HOUSEHOLD LEVEL HOUSEHOLD SURVEYS HUMAN CAPITAL ILLNESS IMMIGRANTS IMPACT OF CONFLICT INTERNAL MIGRATION INTERNATIONAL BANK INTERNATIONAL DEVELOPMENT JOB TRAINING LABOUR MARKET LEARNING LEARNING OUTCOMES LITERACY LITERACY RATES LIVING STANDARDS MILITIA MINISTRY OF EDUCATION NATIONAL EXAMINATIONS NATIONAL ORIGIN NATIONAL PRIORITY NATIONALS NATIONS NET ENROLLMENT NET ENROLLMENT RATE NUMBER OF DEATHS OLD AGE PEACE PEACE AGREEMENTS PEACE KEEPING PEACE RESEARCH PEACEKEEPERS PEACEKEEPING PENSIONS POLARIZATION POLICY DISCUSSIONS POLICY RESEARCH POLICY RESEARCH WORKING PAPER POLITICAL PARTIES POST-CONFLICT RECONSTRUCTION PRIMARY EDUCATION PRIMARY SCHOOL PRIMARY SCHOOLING PROGRESS PROVIDERS OF EDUCATION PUBLIC SCHOOLING REBEL REBELS RELIGIOUS GROUPS SANCTIONS SCHOOL CALENDARS SCHOOL ENROLMENT SCHOOL GOING SCHOOL STUDENTS SCHOOL YEAR SECONDARY EDUCATION SECONDARY SCHOOL SECONDARY SCHOOLING SECONDARY SCHOOLS STUDENT-TEACHER RATIO SUSTAINABLE DEVELOPMENT TACTIC TEACHER TEACHER RATIO TEACHERS TOLERANCE TRADE RELATIONSHIPS TRAINING PROGRAMME UNEQUAL ACCESS UNESCO UNIVERSITIES VICTIMS VOCATIONAL EDUCATION YOUNG AGE YOUTH Paul, Saumik Dabalen, Andrew L. Estimating the Causal Effects of Conflict on Education in Côte d'Ivoire |
description |
This paper estimates the causal effects of civil war on years of education in the context of a school-going age cohort that is exposed to armed conflict in Cote d'Ivoire. Using year and department of birth to identify an individual's exposure to war, the difference-in-difference outcomes indicate that the average years of education for a school-going age cohort is .94 years fewer compared with an older cohort in war-affected regions. To minimize the potential bias in the estimated outcome, the authors use a set of victimization indicators to identify the true effect of war. The propensity score matching estimates do not alter the main findings. In addition, the outcomes of double-robust models minimize the specification errors in the model. Moreover, the paper finds the outcomes are robust across alternative matching methods, estimation by using subsamples, and other education outcome variables. Overall, the findings across different models suggest a drop in average years of education by a range of .2 to .9 fewer years. |
topic_facet |
ACCESS TO EDUCATION ADULTS AGE COHORT ALLOCATION OF RESOURCES ARMED CONFLICT AVERAGE EDUCATION LEVEL AVERAGE EDUCATIONAL ATTAINMENT BASIC EDUCATION BATTLE BATTLES CIVIL CONFLICT CIVIL WAR COMPARATIVE EDUCATION CONFLICTS CURRICULUM CURRICULUM DEVELOPMENT DEVELOPMENT CENTRE DEVELOPMENT POLICY ECONOMIC PROSPERITY EDUCATION FOR ALL EDUCATION FOR CHILDREN EDUCATION OF CHILDREN EDUCATION OUTCOMES EDUCATION SYSTEM EDUCATIONAL ATTAINMENT EDUCATIONAL ATTAINMENTS EDUCATIONAL FACILITIES EDUCATIONAL OUTCOMES EDUCATIONAL REFORMS ENROLLMENT RATES ETHNIC GROUP ETHNIC GROUPS EXPERIENCED VIOLENCE FAMILY MEMBERS FIGHTING FORMAL SCHOOLING GENOCIDE HIGHER EDUCATION HOUSEHOLD LEVEL HOUSEHOLD SURVEYS HUMAN CAPITAL ILLNESS IMMIGRANTS IMPACT OF CONFLICT INTERNAL MIGRATION INTERNATIONAL BANK INTERNATIONAL DEVELOPMENT JOB TRAINING LABOUR MARKET LEARNING LEARNING OUTCOMES LITERACY LITERACY RATES LIVING STANDARDS MILITIA MINISTRY OF EDUCATION NATIONAL EXAMINATIONS NATIONAL ORIGIN NATIONAL PRIORITY NATIONALS NATIONS NET ENROLLMENT NET ENROLLMENT RATE NUMBER OF DEATHS OLD AGE PEACE PEACE AGREEMENTS PEACE KEEPING PEACE RESEARCH PEACEKEEPERS PEACEKEEPING PENSIONS POLARIZATION POLICY DISCUSSIONS POLICY RESEARCH POLICY RESEARCH WORKING PAPER POLITICAL PARTIES POST-CONFLICT RECONSTRUCTION PRIMARY EDUCATION PRIMARY SCHOOL PRIMARY SCHOOLING PROGRESS PROVIDERS OF EDUCATION PUBLIC SCHOOLING REBEL REBELS RELIGIOUS GROUPS SANCTIONS SCHOOL CALENDARS SCHOOL ENROLMENT SCHOOL GOING SCHOOL STUDENTS SCHOOL YEAR SECONDARY EDUCATION SECONDARY SCHOOL SECONDARY SCHOOLING SECONDARY SCHOOLS STUDENT-TEACHER RATIO SUSTAINABLE DEVELOPMENT TACTIC TEACHER TEACHER RATIO TEACHERS TOLERANCE TRADE RELATIONSHIPS TRAINING PROGRAMME UNEQUAL ACCESS UNESCO UNIVERSITIES VICTIMS VOCATIONAL EDUCATION YOUNG AGE YOUTH |
author |
Paul, Saumik Dabalen, Andrew L. |
author_facet |
Paul, Saumik Dabalen, Andrew L. |
author_sort |
Paul, Saumik |
title |
Estimating the Causal Effects of Conflict on Education in Côte d'Ivoire |
title_short |
Estimating the Causal Effects of Conflict on Education in Côte d'Ivoire |
title_full |
Estimating the Causal Effects of Conflict on Education in Côte d'Ivoire |
title_fullStr |
Estimating the Causal Effects of Conflict on Education in Côte d'Ivoire |
title_full_unstemmed |
Estimating the Causal Effects of Conflict on Education in Côte d'Ivoire |
title_sort |
estimating the causal effects of conflict on education in côte d'ivoire |
publisher |
World Bank, Washington, DC |
publishDate |
2012-06 |
url |
http://documents.worldbank.org/curated/en/2012/06/16338887/estimating-causal-effects-conflict-education-côte-divoire https://hdl.handle.net/10986/9334 |
work_keys_str_mv |
AT paulsaumik estimatingthecausaleffectsofconflictoneducationincotedivoire AT dabalenandrewl estimatingthecausaleffectsofconflictoneducationincotedivoire |
_version_ |
1807160275988643840 |