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Externalities and the Social Return to Education in Indonesia

Author

Listed:
  • Losina Purnastuti

    (Yogyakarta State University)

  • Ruhul Salim

    (Curtin University)

Abstract

It is widely known that education provides economic benefits to individuals. However, education also has the potential to generate significant externalities. These external effects of education, in Indonesia, are the focus of the current paper. They are investigated using a local labour market (the province) approach. Significant externalities, as high as, or even much higher than, the private return to schooling, are documented, using both OLS and IV estimations. Sensitivity tests involving separate analyses for skill groups along the lines of Moretti (2004a) and Muravyev (2008), indicate that this finding is robust. The results thus strongly support the view that investing in education is more important for aggregate economic outcomes than it is for the individuals who do so. It appears that there is a clear role for the government fostering further expansion of education opportunities in Indonesia.

Suggested Citation

  • Losina Purnastuti & Ruhul Salim, 2015. "Externalities and the Social Return to Education in Indonesia," Australian Journal of Labour Economics (AJLE), Bankwest Curtin Economics Centre (BCEC), Curtin Business School, vol. 18(1), pages 53-74.
  • Handle: RePEc:ozl:journl:v:18:y:2015:i:1:p:53-74
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    References listed on IDEAS

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    1. George Psacharopoulos, 1985. "Returns to Education: A Further International Update and Implications," Journal of Human Resources, University of Wisconsin Press, vol. 20(4), pages 583-604.
    2. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    3. Liu, Zhiqiang, 2007. "The external returns to education: Evidence from Chinese cities," Journal of Urban Economics, Elsevier, vol. 61(3), pages 542-564, May.
    4. Daron Acemoglu, 1997. "Training and Innovation in an Imperfect Labour Market," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(3), pages 445-464.
    5. Psacharopoulos, George, 1994. "Returns to investment in education: A global update," World Development, Elsevier, vol. 22(9), pages 1325-1343, September.
    6. Arthur Lewbel, 2012. "Using Heteroscedasticity to Identify and Estimate Mismeasured and Endogenous Regressor Models," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 30(1), pages 67-80.
    7. Fu, Shihe, 2007. "Smart Cafe Cities: Testing human capital externalities in the Boston metropolitan area," Journal of Urban Economics, Elsevier, vol. 61(1), pages 86-111, January.
    8. Seung Mo Choi, 2011. "How Large Are Learning Externalities?," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 52(4), pages 1077-1103, November.
    9. Levin, Jesse & Plug, Erik J. S., 1999. "Instrumenting education and the returns to schooling in the Netherlands," Labour Economics, Elsevier, vol. 6(4), pages 521-534, November.
    10. Alexander Muravyev, 2006. "Human Capital Externalities: Evidence from the Transition Economy of Russia," Discussion Papers of DIW Berlin 629, DIW Berlin, German Institute for Economic Research.
    11. Margherita Comola & Luiz de Mello, 2010. "Educational attainment and selection into the labour market: The determinants of employment and earnings in Indonesia," Working Papers halshs-00564835, HAL.
    12. Esther Duflo, 2001. "Schooling and Labor Market Consequences of School Construction in Indonesia: Evidence from an Unusual Policy Experiment," American Economic Review, American Economic Association, vol. 91(4), pages 795-813, September.
    13. Moretti, Enrico, 2004. "Estimating the social return to higher education: evidence from longitudinal and repeated cross-sectional data," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 175-212.
    14. Mwangi S. Kimenyi & Germano Mwabu & Damiano Kulundu Manda, 2006. "Human Capital Externalities and Private Returns to Education in Kenya," Eastern Economic Journal, Eastern Economic Association, vol. 32(3), pages 493-513, Summer.
    15. Daniel Heuermann, 2011. "Human Capital Externalities in Western Germany," Spatial Economic Analysis, Taylor & Francis Journals, vol. 6(2), pages 139-165.
    16. Rauch James E., 1993. "Productivity Gains from Geographic Concentration of Human Capital: Evidence from the Cities," Journal of Urban Economics, Elsevier, vol. 34(3), pages 380-400, November.
    17. McMahon, Walter W. & Jung, Jin Hwa & Boediono, 1992. "Vocational and technical education in development: Theoretical analysis of strategic effects on rates of return," Economics of Education Review, Elsevier, vol. 11(3), pages 181-194, September.
    18. Walter W Mcmahon, 2007. "An Analysis Of Education Externalities With Applications To Development In The Deep South," Contemporary Economic Policy, Western Economic Association International, vol. 25(3), pages 459-482, July.
    19. Anil B. Deolalikar, 1993. "Gender Differences in the Returns to Schooling and in School Enrollment Rates in Indonesia," Journal of Human Resources, University of Wisconsin Press, vol. 28(4), pages 899-932.
    20. Daniel Heuermann & Benedikt Halfdanarson & Jens Suedekum, 2010. "Human Capital Externalities and the Urban Wage Premium: Two Literatures and their Interrelations," Urban Studies, Urban Studies Journal Limited, vol. 47(4), pages 749-767, April.
    21. Deolalikar, A.B., 1993. "gender Differences in the Returns to School Enrollment rates in Indonesia," Discussion Papers in Economics at the University of Washington 93-04, Department of Economics at the University of Washington.
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    Cited by:

    1. Choi, Seonkyung & Li, Huihui & Ogawa, Keiichi, 2023. "Upper secondary vocational education and decent work in Indonesia: A gender comparison," International Journal of Educational Development, Elsevier, vol. 101(C).
    2. David Roodman, 2022. "Schooling and Labor Market Consequences of School Construction in Indonesia: Comment," Papers 2207.09036, arXiv.org, revised Mar 2024.
    3. Sung Soo Lim & Jongwook Lee, 2022. "Aspirations, Human Capital Investment, and the Intergenerational Transmission of Poverty in Indonesia," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 162(1), pages 377-412, July.
    4. Cui, Ying & Martins, Pedro S., 2021. "What drives social returns to education? A meta-analysis," World Development, Elsevier, vol. 148(C).
    5. Virgi A. Sari, 2019. "Educational Assistance and Education Quality in Indonesia: The Role of Decentralization," Population and Development Review, The Population Council, Inc., vol. 45(S1), pages 123-154, December.

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    More about this item

    Keywords

    Externality; Earnings; Experience; Returns to schooling; Instrumental variables;
    All these keywords.

    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • I22 - Health, Education, and Welfare - - Education - - - Educational Finance; Financial Aid
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials

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