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Introduction Data Empirical Results Education Occupation Mismatch in Developing Countries Bilal Khan WIDER DEVELOPMENT CONFERENCE – Sept 2019 Bilal Khan University of International Business and Economics

Education Occupation Mismatch in Developing Countries€¦ · IntroductionDataEmpirical Results Education Occupation Mismatch in Developing Countries Bilal Khan WIDER DEVELOPMENT

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Page 1: Education Occupation Mismatch in Developing Countries€¦ · IntroductionDataEmpirical Results Education Occupation Mismatch in Developing Countries Bilal Khan WIDER DEVELOPMENT

Introduction Data Empirical Results

Education Occupation Mismatch inDeveloping Countries

Bilal Khan

WIDER DEVELOPMENT CONFERENCE – Sept 2019

Bilal Khan University of International Business and Economics

Page 2: Education Occupation Mismatch in Developing Countries€¦ · IntroductionDataEmpirical Results Education Occupation Mismatch in Developing Countries Bilal Khan WIDER DEVELOPMENT

Introduction Data Empirical Results

Outline

1 Introduction

2 Data

3 Empirical Results

Bilal Khan University of International Business and Economics

Page 3: Education Occupation Mismatch in Developing Countries€¦ · IntroductionDataEmpirical Results Education Occupation Mismatch in Developing Countries Bilal Khan WIDER DEVELOPMENT

Introduction Data Empirical Results

Outline

1 Introduction

2 Data

3 Empirical Results

Bilal Khan University of International Business and Economics

Page 4: Education Occupation Mismatch in Developing Countries€¦ · IntroductionDataEmpirical Results Education Occupation Mismatch in Developing Countries Bilal Khan WIDER DEVELOPMENT

Introduction Data Empirical Results

Outline

1 Introduction

2 Data

3 Empirical Results

Bilal Khan University of International Business and Economics

Page 5: Education Occupation Mismatch in Developing Countries€¦ · IntroductionDataEmpirical Results Education Occupation Mismatch in Developing Countries Bilal Khan WIDER DEVELOPMENT

Introduction Data Empirical Results

Motivation

Implications of Skill mismatch in the labor market

How relevant is Education-Occupation mismatch indeveloping countries?

Are the implications any different from the developedcountries?

Bilal Khan University of International Business and Economics

Page 6: Education Occupation Mismatch in Developing Countries€¦ · IntroductionDataEmpirical Results Education Occupation Mismatch in Developing Countries Bilal Khan WIDER DEVELOPMENT

Introduction Data Empirical Results

Motivation

Implications of Skill mismatch in the labor market

How relevant is Education-Occupation mismatch indeveloping countries?

Are the implications any different from the developedcountries?

Bilal Khan University of International Business and Economics

Page 7: Education Occupation Mismatch in Developing Countries€¦ · IntroductionDataEmpirical Results Education Occupation Mismatch in Developing Countries Bilal Khan WIDER DEVELOPMENT

Introduction Data Empirical Results

Motivation

Implications of Skill mismatch in the labor market

How relevant is Education-Occupation mismatch indeveloping countries?

Are the implications any different from the developedcountries?

Bilal Khan University of International Business and Economics

Page 8: Education Occupation Mismatch in Developing Countries€¦ · IntroductionDataEmpirical Results Education Occupation Mismatch in Developing Countries Bilal Khan WIDER DEVELOPMENT

Introduction Data Empirical Results

This paper

empirically assess the implication of Education-Occupationmismatch in 11 developing countries

differentiates between the horizontal and vertical mismatch

finds negative and significant implication for over-educatedand horizontally mismatched workers in terms of earnings aswell as life satisfaction

did not find significant implications for under-educatedworkers in terms of life-satisfaction

Bilal Khan University of International Business and Economics

Page 9: Education Occupation Mismatch in Developing Countries€¦ · IntroductionDataEmpirical Results Education Occupation Mismatch in Developing Countries Bilal Khan WIDER DEVELOPMENT

Introduction Data Empirical Results

This paper

empirically assess the implication of Education-Occupationmismatch in 11 developing countries

differentiates between the horizontal and vertical mismatch

finds negative and significant implication for over-educatedand horizontally mismatched workers in terms of earnings aswell as life satisfaction

did not find significant implications for under-educatedworkers in terms of life-satisfaction

Bilal Khan University of International Business and Economics

Page 10: Education Occupation Mismatch in Developing Countries€¦ · IntroductionDataEmpirical Results Education Occupation Mismatch in Developing Countries Bilal Khan WIDER DEVELOPMENT

Introduction Data Empirical Results

This paper

empirically assess the implication of Education-Occupationmismatch in 11 developing countries

differentiates between the horizontal and vertical mismatch

finds negative and significant implication for over-educatedand horizontally mismatched workers in terms of earnings aswell as life satisfaction

did not find significant implications for under-educatedworkers in terms of life-satisfaction

Bilal Khan University of International Business and Economics

Page 11: Education Occupation Mismatch in Developing Countries€¦ · IntroductionDataEmpirical Results Education Occupation Mismatch in Developing Countries Bilal Khan WIDER DEVELOPMENT

Introduction Data Empirical Results

This paper

empirically assess the implication of Education-Occupationmismatch in 11 developing countries

differentiates between the horizontal and vertical mismatch

finds negative and significant implication for over-educatedand horizontally mismatched workers in terms of earnings aswell as life satisfaction

did not find significant implications for under-educatedworkers in terms of life-satisfaction

Bilal Khan University of International Business and Economics

Page 12: Education Occupation Mismatch in Developing Countries€¦ · IntroductionDataEmpirical Results Education Occupation Mismatch in Developing Countries Bilal Khan WIDER DEVELOPMENT

Introduction Data Empirical Results

Relevant Literature

Quinn and Rubb (2006) found that the returns on wages foradditional schooling for over-educated Mexican workers arehalf the return from an equal increase in required education

Nordin et al. (2010) found that the earnings penalty for anoccupation-education mismatch in Sweden is twice as large forSwedish men as found for U.S. men by Robst (2007). Forwomen, the income penalty is as large as found in U.S.

Lemieux (2014) found that the horizontally mismatchedworkers in Canada earn 5 % to 16% less than the ones whoworks in relevant occupation as per their education field

Bilal Khan University of International Business and Economics

Page 13: Education Occupation Mismatch in Developing Countries€¦ · IntroductionDataEmpirical Results Education Occupation Mismatch in Developing Countries Bilal Khan WIDER DEVELOPMENT

Introduction Data Empirical Results

Relevant Literature

Quinn and Rubb (2006) found that the returns on wages foradditional schooling for over-educated Mexican workers arehalf the return from an equal increase in required education

Nordin et al. (2010) found that the earnings penalty for anoccupation-education mismatch in Sweden is twice as large forSwedish men as found for U.S. men by Robst (2007). Forwomen, the income penalty is as large as found in U.S.

Lemieux (2014) found that the horizontally mismatchedworkers in Canada earn 5 % to 16% less than the ones whoworks in relevant occupation as per their education field

Bilal Khan University of International Business and Economics

Page 14: Education Occupation Mismatch in Developing Countries€¦ · IntroductionDataEmpirical Results Education Occupation Mismatch in Developing Countries Bilal Khan WIDER DEVELOPMENT

Introduction Data Empirical Results

Relevant Literature

Quinn and Rubb (2006) found that the returns on wages foradditional schooling for over-educated Mexican workers arehalf the return from an equal increase in required education

Nordin et al. (2010) found that the earnings penalty for anoccupation-education mismatch in Sweden is twice as large forSwedish men as found for U.S. men by Robst (2007). Forwomen, the income penalty is as large as found in U.S.

Lemieux (2014) found that the horizontally mismatchedworkers in Canada earn 5 % to 16% less than the ones whoworks in relevant occupation as per their education field

Bilal Khan University of International Business and Economics

Page 15: Education Occupation Mismatch in Developing Countries€¦ · IntroductionDataEmpirical Results Education Occupation Mismatch in Developing Countries Bilal Khan WIDER DEVELOPMENT

Introduction Data Empirical Results

Skill Towards Employment and Productivity Survey

Conducted by The World Bank in Developing countries toassess the Skill mismatch in Labor markets

Consists of Employer Survey and Household Survey

This paper uses the Household survey data

Bilal Khan University of International Business and Economics

Page 16: Education Occupation Mismatch in Developing Countries€¦ · IntroductionDataEmpirical Results Education Occupation Mismatch in Developing Countries Bilal Khan WIDER DEVELOPMENT

Introduction Data Empirical Results

Skill Towards Employment and Productivity Survey

Conducted by The World Bank in Developing countries toassess the Skill mismatch in Labor markets

Consists of Employer Survey and Household Survey

This paper uses the Household survey data

Bilal Khan University of International Business and Economics

Page 17: Education Occupation Mismatch in Developing Countries€¦ · IntroductionDataEmpirical Results Education Occupation Mismatch in Developing Countries Bilal Khan WIDER DEVELOPMENT

Introduction Data Empirical Results

Skill Towards Employment and Productivity Survey

Conducted by The World Bank in Developing countries toassess the Skill mismatch in Labor markets

Consists of Employer Survey and Household Survey

This paper uses the Household survey data

Bilal Khan University of International Business and Economics

Page 18: Education Occupation Mismatch in Developing Countries€¦ · IntroductionDataEmpirical Results Education Occupation Mismatch in Developing Countries Bilal Khan WIDER DEVELOPMENT

Introduction Data Empirical Results

Summary Statistics across Countries

Bilal Khan University of International Business and Economics

Page 19: Education Occupation Mismatch in Developing Countries€¦ · IntroductionDataEmpirical Results Education Occupation Mismatch in Developing Countries Bilal Khan WIDER DEVELOPMENT

Introduction Data Empirical Results

Education Distribution across Workers

Bilal Khan University of International Business and Economics

Page 20: Education Occupation Mismatch in Developing Countries€¦ · IntroductionDataEmpirical Results Education Occupation Mismatch in Developing Countries Bilal Khan WIDER DEVELOPMENT

Introduction Data Empirical Results

Distribution of Fields of Study

Distribution of workers across Education and Occupation

Bilal Khan University of International Business and Economics

Page 21: Education Occupation Mismatch in Developing Countries€¦ · IntroductionDataEmpirical Results Education Occupation Mismatch in Developing Countries Bilal Khan WIDER DEVELOPMENT

Introduction Data Empirical Results

Education Occupation Mismatch & Earnings

Bilal Khan University of International Business and Economics

Page 22: Education Occupation Mismatch in Developing Countries€¦ · IntroductionDataEmpirical Results Education Occupation Mismatch in Developing Countries Bilal Khan WIDER DEVELOPMENT

Introduction Data Empirical Results

Education Occupation Mismatch & Earnings (Secondary and above)

Bilal Khan University of International Business and Economics

Page 23: Education Occupation Mismatch in Developing Countries€¦ · IntroductionDataEmpirical Results Education Occupation Mismatch in Developing Countries Bilal Khan WIDER DEVELOPMENT

Introduction Data Empirical Results

Education Occupation Mismatch & Life-Satisfaction

Bilal Khan University of International Business and Economics

Page 24: Education Occupation Mismatch in Developing Countries€¦ · IntroductionDataEmpirical Results Education Occupation Mismatch in Developing Countries Bilal Khan WIDER DEVELOPMENT

Introduction Data Empirical Results

Education Occupation Mismatch & Life-Satisfaction (Secondary and above)

Bilal Khan University of International Business and Economics

Page 25: Education Occupation Mismatch in Developing Countries€¦ · IntroductionDataEmpirical Results Education Occupation Mismatch in Developing Countries Bilal Khan WIDER DEVELOPMENT

Introduction Data Empirical Results

Conclusion

Assess the implication of Education Occupation mismatch inDeveloping countries

Over-educated workers earn 8%-15% less

Horizontal mismatched workers earn 10%-12% less

This difference in earnings accumulated over life can besubstantial

Over-educated as well as horizontally mismatched workersreport lower life-satisfaction as compared to matched workers

Bilal Khan University of International Business and Economics

Page 26: Education Occupation Mismatch in Developing Countries€¦ · IntroductionDataEmpirical Results Education Occupation Mismatch in Developing Countries Bilal Khan WIDER DEVELOPMENT

Introduction Data Empirical Results

Conclusion

Assess the implication of Education Occupation mismatch inDeveloping countries

Over-educated workers earn 8%-15% less

Horizontal mismatched workers earn 10%-12% less

This difference in earnings accumulated over life can besubstantial

Over-educated as well as horizontally mismatched workersreport lower life-satisfaction as compared to matched workers

Bilal Khan University of International Business and Economics

Page 27: Education Occupation Mismatch in Developing Countries€¦ · IntroductionDataEmpirical Results Education Occupation Mismatch in Developing Countries Bilal Khan WIDER DEVELOPMENT

Introduction Data Empirical Results

Conclusion

Assess the implication of Education Occupation mismatch inDeveloping countries

Over-educated workers earn 8%-15% less

Horizontal mismatched workers earn 10%-12% less

This difference in earnings accumulated over life can besubstantial

Over-educated as well as horizontally mismatched workersreport lower life-satisfaction as compared to matched workers

Bilal Khan University of International Business and Economics

Page 28: Education Occupation Mismatch in Developing Countries€¦ · IntroductionDataEmpirical Results Education Occupation Mismatch in Developing Countries Bilal Khan WIDER DEVELOPMENT

Introduction Data Empirical Results

Conclusion

Assess the implication of Education Occupation mismatch inDeveloping countries

Over-educated workers earn 8%-15% less

Horizontal mismatched workers earn 10%-12% less

This difference in earnings accumulated over life can besubstantial

Over-educated as well as horizontally mismatched workersreport lower life-satisfaction as compared to matched workers

Bilal Khan University of International Business and Economics

Page 29: Education Occupation Mismatch in Developing Countries€¦ · IntroductionDataEmpirical Results Education Occupation Mismatch in Developing Countries Bilal Khan WIDER DEVELOPMENT

Introduction Data Empirical Results

Conclusion

Assess the implication of Education Occupation mismatch inDeveloping countries

Over-educated workers earn 8%-15% less

Horizontal mismatched workers earn 10%-12% less

This difference in earnings accumulated over life can besubstantial

Over-educated as well as horizontally mismatched workersreport lower life-satisfaction as compared to matched workers

Bilal Khan University of International Business and Economics