Nothing Special   »   [go: up one dir, main page]

IDEAS home Printed from https://ideas.repec.org/p/arx/papers/2207.09036.html
   My bibliography  Save this paper

Schooling and Labor Market Consequences of School Construction in Indonesia: Comment

Author

Listed:
  • David Roodman
Abstract
Duflo (2001) exploits a 1970s schooling expansion to estimate the returns to schooling in Indonesia. Under the study's difference-in-differences (DID) design, two patterns in the data--shallower pay scales for younger workers and negative selection in treatment--can violate the parallel trends assumption and upward-bias results. In response, I follow up later, test for trend breaks timed to the intervention, and perform changes-in-changes (CIC). I also correct data errors, cluster variance estimates, incorporate survey weights to correct for endogenous sampling, and test for (and detect) instrument weakness. Weak identification-robust inference yields positive but imprecise estimates. CIC estimates also tilt positive.

Suggested Citation

  • David Roodman, 2022. "Schooling and Labor Market Consequences of School Construction in Indonesia: Comment," Papers 2207.09036, arXiv.org, revised Mar 2024.
  • Handle: RePEc:arx:papers:2207.09036
    as

    Download full text from publisher

    File URL: http://arxiv.org/pdf/2207.09036
    File Function: Latest version
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. 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.
    2. Daniel Bischof, 2017. "New graphic schemes for Stata: plotplain and plottig," Stata Journal, StataCorp LP, vol. 17(3), pages 748-759, September.
    3. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    4. Clément de Chaisemartin & Xavier D'Haultfœuille, 2020. "Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects," American Economic Review, American Economic Association, vol. 110(9), pages 2964-2996, September.
    5. Nava Ashraf & Natalie Bau & Nathan Nunn & Alessandra Voena, 2020. "Bride Price and Female Education," Journal of Political Economy, University of Chicago Press, vol. 128(2), pages 591-641.
    6. Kleibergen, Frank & Paap, Richard, 2006. "Generalized reduced rank tests using the singular value decomposition," Journal of Econometrics, Elsevier, vol. 133(1), pages 97-126, July.
    7. Ben Jann, 2023. "Color palettes for Stata graphics: An update," Stata Journal, StataCorp LP, vol. 23(2), pages 336-385, June.
    8. Monica Martinez-Bravo, 2017. "The Local Political Economy Effects of School Construction in Indonesia," American Economic Journal: Applied Economics, American Economic Association, vol. 9(2), pages 256-289, April.
    9. Ben Jann, 2007. "Making regression tables simplified," Stata Journal, StataCorp LP, vol. 7(2), pages 227-244, June.
    10. 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.
    11. Losina Purnastuti & Ruhul Salim & Mohammad Abdul Munim Joarder, 2015. "The returns to education in Indonesia:Post reform estimates," Journal of Developing Areas, Tennessee State University, College of Business, vol. 49(3), pages 183-204, July-Sepe.
    12. David Roodman, 2011. "Fitting fully observed recursive mixed-process models with cmp," Stata Journal, StataCorp LP, vol. 11(2), pages 159-206, June.
    13. Lucia Breierova & Esther Duflo, 2003. "The Impact of Education on Fertility and Child Mortality: Do Fathers Really Matter Less Than Mothers?," OECD Development Centre Working Papers 217, OECD Publishing.
    14. Christopher F Baum & Mark E. Schaffer & Steven Stillman, 2007. "Enhanced routines for instrumental variables/GMM estimation and testing," Boston College Working Papers in Economics 667, Boston College Department of Economics, revised 05 Sep 2007.
    15. Ben Jann, 2014. "A new command for plotting regression coefficients and other estimates," German Stata Users' Group Meetings 2014 09, Stata Users Group.
    16. Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4, National Bureau of Economic Research, Inc.
    17. Duflo, Esther, 2004. "The medium run effects of educational expansion: evidence from a large school construction program in Indonesia," Journal of Development Economics, Elsevier, vol. 74(1), pages 163-197, June.
    18. Rohner, Dominic & Saia, Alessandro, 2019. "Education and Conflict: Evidence from a Policy Experiment in Indonesia," CEPR Discussion Papers 13509, C.E.P.R. Discussion Papers.
    19. Susan Athey & Guido W. Imbens, 2006. "Identification and Inference in Nonlinear Difference-in-Differences Models," Econometrica, Econometric Society, vol. 74(2), pages 431-497, March.
    20. Davidson, Russell & MacKinnon, James G., 2010. "Wild Bootstrap Tests for IV Regression," Journal of Business & Economic Statistics, American Statistical Association, vol. 28(1), pages 128-144.
    21. Marcelo J. Moreira, 2003. "A Conditional Likelihood Ratio Test for Structural Models," Econometrica, Econometric Society, vol. 71(4), pages 1027-1048, July.
    22. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
    23. James H. Stock & Motohiro Yogo, 2002. "Testing for Weak Instruments in Linear IV Regression," NBER Technical Working Papers 0284, National Bureau of Economic Research, Inc.
    24. Keith Finlay & Leandro M. Magnusson, 2019. "Two applications of wild bootstrap methods to improve inference in cluster‐IV models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 34(6), pages 911-933, September.
    25. Jacob Mincer, 1958. "Investment in Human Capital and Personal Income Distribution," Journal of Political Economy, University of Chicago Press, vol. 66(4), pages 281-281.
    26. David Roodman & James G. MacKinnon & Morten Ørregaard Nielsen & Matthew D. Webb, 2019. "Fast and wild: Bootstrap inference in Stata using boottest," Stata Journal, StataCorp LP, vol. 19(1), pages 4-60, March.
    27. Samarakoon, Shanika & Parinduri, Rasyad A., 2015. "Does Education Empower Women? Evidence from Indonesia," World Development, Elsevier, vol. 66(C), pages 428-442.
    28. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    29. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    30. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1.
    31. Ben Jann, 2014. "Plotting regression coefficients and other estimates," Stata Journal, StataCorp LP, vol. 14(4), pages 708-737, December.
    32. Jeffrey M. Wooldridge, 1999. "Asymptotic Properties of Weighted M-Estimators for Variable Probability Samples," Econometrica, Econometric Society, vol. 67(6), pages 1385-1406, November.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Roodman, David, 2023. "Large-Scale Education Reform in General Equilibrium: Regression Discontinuity Evidence from India - Comment," I4R Discussion Paper Series 70, The Institute for Replication (I4R).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. O'Connor, Kelsey J., 2020. "The effect of immigration on natives’ well-being in the European Union," Journal of Economic Behavior & Organization, Elsevier, vol. 180(C), pages 257-274.
    2. Das, Tirthatanmoy & Polachek, Solomon, 2017. "Micro Foundations of Earnings Differences," IZA Discussion Papers 10922, Institute of Labor Economics (IZA).
    3. Burhan Can Karahasan & Firat Bilgel, 2018. "Economic Geography, Growth Dynamics and Human Capital Accumulation in Turkey: Evidence from Regional and Micro Data," Working Papers 1233, Economic Research Forum, revised 10 Oct 2018.
    4. James G. MacKinnon, 2019. "How cluster‐robust inference is changing applied econometrics," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 52(3), pages 851-881, August.
    5. Patrick M. Emerson & André Portela Souza, 2011. "Is Child Labor Harmful? The Impact of Working Earlier in Life on Adult Earnings," Economic Development and Cultural Change, University of Chicago Press, vol. 59(2), pages 345-385.
    6. Hans‐Peter Y. Qvist & Anders Holm & Martin D. Munk, 2021. "Demand and Supply Effects and Returns to College Education: Evidence from a Natural Experiment with Engineers in Denmark," Scandinavian Journal of Economics, Wiley Blackwell, vol. 123(2), pages 676-704, April.
    7. Serneels, Pieter & Beegle, Kathleen & Dillon, Andrew, 2017. "Do returns to education depend on how and whom you ask?," Economics of Education Review, Elsevier, vol. 60(C), pages 5-19.
    8. Samuel Bazzi & Masyhur Hilmy & Benjamin Marx, 2020. "Religion, Education, and Development," SciencePo Working papers Main hal-03873758, HAL.
    9. Stimpfle, Alexander & Stadelmann, David, 2015. "The Impact of Fundamental Development Factors on Different Income Groups: International Evidence," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 113128, Verein für Socialpolitik / German Economic Association.
    10. Stanislav Avdeev, 2020. "Zero Returns To Higher Education: Evidence From A Natural Experiment," HSE Working papers WP BRP 236/EC/2020, National Research University Higher School of Economics.
    11. Matt Dickson, 2013. "The Causal Effect of Education on Wages Revisited," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 75(4), pages 477-498, August.
    12. Jere Behrman & John Hoddinott & John Maluccio & Erica Soler-Hampejsek & Emily Behrman & Reynaldo Martorell & Manuel Ramírez-Zea & Aryeh Stein, 2014. "What determines adult cognitive skills? Influences of pre-school, school, and post-school experiences in Guatemala," Latin American Economic Review, Springer;Centro de Investigaciòn y Docencia Económica (CIDE), vol. 23(1), pages 1-32, December.
    13. Shin-Yi Chou & Jin-Tan Liu & Michael Grossman & Ted Joyce, 2010. "Parental Education and Child Health: Evidence from a Natural Experiment in Taiwan," American Economic Journal: Applied Economics, American Economic Association, vol. 2(1), pages 33-61, January.
    14. van der Klaauw, Bas, 2014. "From micro data to causality: Forty years of empirical labor economics," Labour Economics, Elsevier, vol. 30(C), pages 88-97.
    15. Ge, Suqin, 2013. "Estimating the returns to schooling: Implications from a dynamic discrete choice model," Labour Economics, Elsevier, vol. 20(C), pages 92-105.
    16. Cygan-Rehm, Kamila, 2018. "Is additional schooling worthless? Revising the zero returns to compulsory schooling in Germany," VfS Annual Conference 2018 (Freiburg, Breisgau): Digital Economy 181528, Verein für Socialpolitik / German Economic Association.
    17. Bhashkar Mazumder & Maria Fernanda Rosales-Rueda & Margaret Triyana, 2023. "Social Interventions, Health, and Well-Being: The Long-Term and Intergenerational Effects of a School Construction Program," Journal of Human Resources, University of Wisconsin Press, vol. 58(4), pages 1097-1140.
    18. Richard Akresh & Daniel Halim & Marieke Kleemans, 2023. "Long-Term and Intergenerational Effects of Education: Evidence from School Construction in Indonesia," The Economic Journal, Royal Economic Society, vol. 133(650), pages 582-612.
    19. repec:zna:indecs:v:19:y:2021:i:4:p:189-209 is not listed on IDEAS
    20. Hervé Cardot & Antonio Musolesi, 2021. "Zero-inflated regression for unobserved effects panel data models and difference-in-differences estimation," SEEDS Working Papers 1121, SEEDS, Sustainability Environmental Economics and Dynamics Studies, revised Dec 2021.
    21. Mwabu, Germano, 2007. "Health Economics for Low-Income Countries," Center Discussion Papers 10118, Yale University, Economic Growth Center.

    More about this item

    JEL classification:

    • I2 - Health, Education, and Welfare - - Education
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:arx:papers:2207.09036. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: arXiv administrators (email available below). General contact details of provider: http://arxiv.org/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.