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Does importing intermediates increase the demand for skilled workers? Plant-level evidence from Indonesia

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  • Kasahara, Hiroyuki
  • Liang, Yawen
  • Rodrigue, Joel

Abstract

This paper examines whether starting to import contributes to skill upgrading among Indonesian plants. Our data records the distribution of years of employee schooling in each plant. We examine how starting to import affects the demand for highly educated workers within and across production and non-production occupations categories at the plant level. We estimate a model of importing and skill-biased technological change in which selection into importing arises due to unobservable heterogenous returns from importing. Both instrumental variable regression and marginal treatment effect estimates confirm that importing has substantially increased the relative demand for educated workers within each occupation. In contrast, we do not consistently estimate a significant impact of importing on the relative demand for non-production workers.

Suggested Citation

  • Kasahara, Hiroyuki & Liang, Yawen & Rodrigue, Joel, 2016. "Does importing intermediates increase the demand for skilled workers? Plant-level evidence from Indonesia," Journal of International Economics, Elsevier, vol. 102(C), pages 242-261.
    • Handle: RePEc:eee:inecon:v:102:y:2016:i:c:p:242-261
    DOI: 10.1016/j.jinteco.2016.07.008
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    1. Gonzaga, Gustavo & Menezes Filho, Naercio & Terra, Cristina, 2006. "Trade liberalization and the evolution of skill earnings differentials in Brazil," Journal of International Economics, Elsevier, vol. 68(2), pages 345-367, March.
    2. Amiti, Mary & Cameron, Lisa, 2012. "Trade Liberalization and the Wage Skill Premium: Evidence from Indonesia," Journal of International Economics, Elsevier, vol. 87(2), pages 277-287.
    3. James J. Heckman & Vytlacil, Edward J., 2007. "Econometric Evaluation of Social Programs, Part II: Using the Marginal Treatment Effect to Organize Alternative Econometric Estimators to Evaluate Social Programs, and to Forecast their Effects in New," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 71, Elsevier.
    4. Pedro Carneiro & James J. Heckman & Edward Vytlacil, 2010. "Evaluating Marginal Policy Changes and the Average Effect of Treatment for Individuals at the Margin," Econometrica, Econometric Society, vol. 78(1), pages 377-394, January.
    5. Jan De Loecker, 2011. "Product Differentiation, Multiproduct Firms, and Estimating the Impact of Trade Liberalization on Productivity," Econometrica, Econometric Society, vol. 79(5), pages 1407-1451, September.
    6. Nina Pavcnik, 2002. "Trade Liberalization, Exit, and Productivity Improvements: Evidence from Chilean Plants," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 69(1), pages 245-276.
    7. Jan De Loecker & Pinelopi K. Goldberg & Amit K. Khandelwal & Nina Pavcnik, 2016. "Prices, Markups, and Trade Reform," Econometrica, Econometric Society, vol. 84, pages 445-510, March.
    8. 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.
    9. Robert C. Feenstra & Gordon H. Hanson, 1999. "The Impact of Outsourcing and High-Technology Capital on Wages: Estimates For the United States, 1979–1990," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(3), pages 907-940.
    10. James J. Heckman & Edward Vytlacil, 2005. "Structural Equations, Treatment Effects, and Econometric Policy Evaluation," Econometrica, Econometric Society, vol. 73(3), pages 669-738, May.
    11. Feenstra, Robert C & Hanson, Gordon H, 1996. "Globalization, Outsourcing, and Wage Inequality," American Economic Review, American Economic Association, vol. 86(2), pages 240-245, May.
    12. Sofronis K. Clerides & Saul Lach & James R. Tybout, 1998. "Is Learning by Exporting Important? Micro-Dynamic Evidence from Colombia, Mexico, and Morocco," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(3), pages 903-947.
    13. Felbermayr, Gabriel & Prat, Julien & Schmerer, Hans-Jörg, 2011. "Globalization and labor market outcomes: Wage bargaining, search frictions, and firm heterogeneity," Journal of Economic Theory, Elsevier, vol. 146(1), pages 39-73, January.
    14. Pedro Carneiro & James J. Heckman & Edward J. Vytlacil, 2011. "Estimating Marginal Returns to Education," American Economic Review, American Economic Association, vol. 101(6), pages 2754-2781, October.
    15. Hartmut Egger & Udo Kreickemeier, 2017. "Firm Heterogeneity and the Labor Market Effects of Trade Liberalization," World Scientific Book Chapters, in: International Trade and Labor Markets Welfare, Inequality and Unemployment, chapter 10, pages 265-306, World Scientific Publishing Co. Pte. Ltd..
    16. Gindling, T. H. & Robbins, Donald, 2001. "Patterns and Sources of Changing Wage Inequality in Chile and Costa Rica During Structural Adjustment," World Development, Elsevier, vol. 29(4), pages 725-745, April.
    17. Sanchez-Paramo, Carolina & Schady, Norbert, 2003. "Off and running? Technology, trade and the rising demand for skilled workers in Latin America," Policy Research Working Paper Series 3015, The World Bank.
    18. Márton Csillag & Miklós Koren, 2011. "Machines and machinists: Capital-skill complementarity from an international trade perspective," CeFiG Working Papers 13, Center for Firms in the Global Economy, revised 25 Mar 2011.
    19. Alla Lileeva & Daniel Trefler, 2007. "Improved Access to Foreign Markets Raises Plant-Level Productivity ... for Some Plants," NBER Working Papers 13297, National Bureau of Economic Research, Inc.
    20. Daniel Trefler, 2004. "The Long and Short of the Canada-U. S. Free Trade Agreement," American Economic Review, American Economic Association, vol. 94(4), pages 870-895, September.
    21. Avraham Ebenstein & Ann Harrison & Margaret McMillan & Shannon Phillips, 2022. "Estimating The Impact Of Trade And Offshoring On American Workers Using The Current Population Surveys," World Scientific Book Chapters, in: Globalization, Firms, and Workers, chapter 12, pages 275-289, World Scientific Publishing Co. Pte. Ltd..
    22. Mary Amiti & Jozef Konings, 2007. "Trade Liberalization, Intermediate Inputs, and Productivity: Evidence from Indonesia," American Economic Review, American Economic Association, vol. 97(5), pages 1611-1638, December.
    23. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    24. Mark Doms & Timothy Dunne & Kenneth R. Troske, 1997. "Workers, Wages, and Technology," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 253-290.
    25. Davis, Donald R. & Harrigan, James, 2011. "Good jobs, bad jobs, and trade liberalization," Journal of International Economics, Elsevier, vol. 84(1), pages 26-36, May.
    26. David Hummels & Rasmus J?rgensen & Jakob Munch & Chong Xiang, 2014. "The Wage Effects of Offshoring: Evidence from Danish Matched Worker-Firm Data," American Economic Review, American Economic Association, vol. 104(6), pages 1597-1629, June.
    27. Imbens, Guido W & Angrist, Joshua D, 1994. "Identification and Estimation of Local Average Treatment Effects," Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
    28. Feenstra, Robert C. & Hanson, Gordon H., 1997. "Foreign direct investment and relative wages: Evidence from Mexico's maquiladoras," Journal of International Economics, Elsevier, vol. 42(3-4), pages 371-393, May.
    29. David L. Hummels & Georg Schaur, 2013. "Time as a Trade Barrier," American Economic Review, American Economic Association, vol. 103(7), pages 2935-2959, December.
    30. Nicholas Bloom & Mirko Draca & John Van Reenen, 2016. "Trade Induced Technical Change? The Impact of Chinese Imports on Innovation, IT and Productivity," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(1), pages 87-117.
    31. Chor, Davin, 2010. "Unpacking sources of comparative advantage: A quantitative approach," Journal of International Economics, Elsevier, vol. 82(2), pages 152-167, November.
    32. Andrew B. Bernard & J. Bradford Jensen & Stephen J. Redding & Peter K. Schott, 2007. "Firms in International Trade," Journal of Economic Perspectives, American Economic Association, vol. 21(3), pages 105-130, Summer.
    33. Kasahara, Hiroyuki & Rodrigue, Joel, 2008. "Does the use of imported intermediates increase productivity? Plant-level evidence," Journal of Development Economics, Elsevier, vol. 87(1), pages 106-118, August.
    34. Harrison, Ann & Hanson, Gordon, 1999. "Who gains from trade reform? Some remaining puzzles," Journal of Development Economics, Elsevier, vol. 59(1), pages 125-154, June.
    35. Arnaud Costinot & Jonathan Vogel, 2010. "Matching and Inequality in the World Economy," Journal of Political Economy, University of Chicago Press, vol. 118(4), pages 747-786, August.
    36. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    37. Brian McCaig & Nina Pavcnik, 2015. "Informal Employment in a Growing and Globalizing Low-Income Country," American Economic Review, American Economic Association, vol. 105(5), pages 545-550, May.
    38. Andrew B. Bernard & Jonathan Eaton & J. Bradford Jensen & Samuel Kortum, 2003. "Plants and Productivity in International Trade," American Economic Review, American Economic Association, vol. 93(4), pages 1268-1290, September.
    39. László Halpern & Miklós Koren & Adam Szeidl, 2015. "Imported Inputs and Productivity," American Economic Review, American Economic Association, vol. 105(12), pages 3660-3703, December.
    40. Eric A. Verhoogen, 2008. "Trade, Quality Upgrading, and Wage Inequality in the Mexican Manufacturing Sector," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(2), pages 489-530.
    41. Amit Gandhi & Salvador Navarro & David Rivers, 2011. "On the Identification of Production Functions: How Heterogeneous is Productivity?," University of Western Ontario, Centre for Human Capital and Productivity (CHCP) Working Papers 20119, University of Western Ontario, Centre for Human Capital and Productivity (CHCP).
    42. Eli Berman & John Bound & Zvi Griliches, 1994. "Changes in the Demand for Skilled Labor within U. S. Manufacturing: Evidence from the Annual Survey of Manufactures," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(2), pages 367-397.
    43. Gonzague Vannoorenberghe, 2011. "Trade between symmetric countries, heterogeneous firms, and the skill premium," Canadian Journal of Economics, Canadian Economics Association, vol. 44(1), pages 148-170, February.
    44. Kijima, Yoko, 2006. "Why did wage inequality increase? Evidence from urban India 1983-99," Journal of Development Economics, Elsevier, vol. 81(1), pages 97-117, October.
    45. Marc-Andreas Muendler, 2004. "Trade, Technology, and Productivity: A Study of Brazilian Manufacturers, 1986-1998," CESifo Working Paper Series 1148, CESifo.
    46. Krishna, Pravin & Poole, Jennifer P. & Senses, Mine Zeynep, 2014. "Wage Effects of Trade Reform with Endogenous Worker Mobility," Journal of International Economics, Elsevier, vol. 93(2), pages 239-252.
    47. Biscourp, Pierre & Kramarz, Francis, 2007. "Employment, skill structure and international trade: Firm-level evidence for France," Journal of International Economics, Elsevier, vol. 72(1), pages 22-51, May.
    48. Daniel A. Ackerberg & Kevin Caves & Garth Frazer, 2015. "Identification Properties of Recent Production Function Estimators," Econometrica, Econometric Society, vol. 83, pages 2411-2451, November.
    49. Elhanan Helpman & Oleg Itskhoki & Stephen Redding, 2010. "Inequality and Unemployment in a Global Economy," Econometrica, Econometric Society, vol. 78(4), pages 1239-1283, July.
    50. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    51. Card, David, 2001. "Estimating the Return to Schooling: Progress on Some Persistent Econometric Problems," Econometrica, Econometric Society, vol. 69(5), pages 1127-1160, September.
    52. Bernard, Andrew B. & Jensen, J. Bradford, 1997. "Exporters, skill upgrading, and the wage gap," Journal of International Economics, Elsevier, vol. 42(1-2), pages 3-31, February.
    53. Pavcnik, Nina, 2003. "What explains skill upgrading in less developed countries?," Journal of Development Economics, Elsevier, vol. 71(2), pages 311-328, August.
    54. Mary Amiti & Donald R. Davis, 2012. "Trade, Firms, and Wages: Theory and Evidence," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(1), pages 1-36.
    55. Nina Pavcnik & Andreas Blom & Pinelopi Goldberg & Norbert Schady, 2004. "Trade Liberalization and Industry Wage Structure: Evidence from Brazil," The World Bank Economic Review, World Bank, vol. 18(3), pages 319-344.
    56. Ariel Burstein & Jonathan Vogel, 2017. "International Trade, Technology, and the Skill Premium," Journal of Political Economy, University of Chicago Press, vol. 125(5), pages 1356-1412.
    57. Jianqing Fan & Tsz Ho Yim, 2004. "A crossvalidation method for estimating conditional densities," Biometrika, Biometrika Trust, vol. 91(4), pages 819-834, December.
    58. Robinson, Peter M, 1988. "Root- N-Consistent Semiparametric Regression," Econometrica, Econometric Society, vol. 56(4), pages 931-954, July.
    59. Yeaple, Stephen Ross, 2005. "A simple model of firm heterogeneity, international trade, and wages," Journal of International Economics, Elsevier, vol. 65(1), pages 1-20, January.
    60. Maurice Kugler & Eric Verhoogen, 2009. "Plants and Imported Inputs: New Facts and an Interpretation," American Economic Review, American Economic Association, vol. 99(2), pages 501-507, May.
    61. Alla Lileeva & Daniel Trefler, 2010. "Improved Access to Foreign Markets Raises Plant-level Productivity…For Some Plants," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(3), pages 1051-1099.
    62. Attanasio, Orazio & Goldberg, Pinelopi K. & Pavcnik, Nina, 2004. "Trade reforms and wage inequality in Colombia," Journal of Development Economics, Elsevier, vol. 74(2), pages 331-366, August.
    63. Jan De Loecker & Pinelopi K. Goldberg & Amit K. Khandelwal & Nina Pavcnik, 2016. "Prices, Markups, and Trade Reform," Econometrica, Econometric Society, vol. 84, pages 445-510, March.
    64. Pinelopi Koujianou Goldberg & Nina Pavcnik, 2007. "Distributional Effects of Globalization in Developing Countries," Journal of Economic Literature, American Economic Association, vol. 45(1), pages 39-82, March.
    65. Kasahara, Hiroyuki & Lapham, Beverly, 2013. "Productivity and the decision to import and export: Theory and evidence," Journal of International Economics, Elsevier, vol. 89(2), pages 297-316.
    66. Fernando Parro, 2013. "Capital-Skill Complementarity and the Skill Premium in a Quantitative Model of Trade," American Economic Journal: Macroeconomics, American Economic Association, vol. 5(2), pages 72-117, April.
    67. Martins, Pedro S. & Opromolla, Luca David, 2009. "Exports, Imports and Wages: Evidence from Matched Firm-Worker-Product Panels," IZA Discussion Papers 4646, Institute of Labor Economics (IZA).
    68. James J. Heckman & Vytlacil, Edward J., 2007. "Econometric Evaluation of Social Programs, Part I: Causal Models, Structural Models and Econometric Policy Evaluation," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 70, Elsevier.
    69. David Card & John E. DiNardo, 2002. "Skill-Biased Technological Change and Rising Wage Inequality: Some Problems and Puzzles," Journal of Labor Economics, University of Chicago Press, vol. 20(4), pages 733-783, October.
    70. Ackerberg, Daniel & Caves, Kevin & Frazer, Garth, 2006. "Structural identification of production functions," MPRA Paper 38349, University Library of Munich, Germany.
    71. Brian McCaig & Nina Pavcnik, 2018. "Export Markets and Labor Allocation in a Low-Income Country," American Economic Review, American Economic Association, vol. 108(7), pages 1899-1941, July.
    72. Paula Bustos, 2005. "The impact of trade liberalization on skill upgrading. Evidence from Argentina," Economics Working Papers 1189, Department of Economics and Business, Universitat Pompeu Fabra, revised Jul 2011.
    73. Kiminori Matsuyama, 2007. "Beyond Icebergs: Towards a Theory of Biased Globalization," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 74(1), pages 237-253.
    74. Ulrich Doraszelski & Jordi Jaumandreu, 2013. "R&D and Productivity: Estimating Endogenous Productivity," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 80(4), pages 1338-1383.
    75. David H. Autor & Lawrence F. Katz & Alan B. Krueger, 1998. "Computing Inequality: Have Computers Changed the Labor Market?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1169-1213.
    76. Wooldridge, Jeffrey M., 2009. "On estimating firm-level production functions using proxy variables to control for unobservables," Economics Letters, Elsevier, vol. 104(3), pages 112-114, September.
    77. repec:pri:cepsud:231deloecker is not listed on IDEAS
    78. Edward Vytlacil, 2002. "Independence, Monotonicity, and Latent Index Models: An Equivalence Result," Econometrica, Econometric Society, vol. 70(1), pages 331-341, January.
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    More about this item

    Keywords

    Skill-biased technological change; Marginal treatment effect; Instrumental variable; Selection on unobservable returns;
    All these keywords.

    JEL classification:

    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • F16 - International Economics - - Trade - - - Trade and Labor Market Interactions
    • F63 - International Economics - - Economic Impacts of Globalization - - - Economic Development
    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

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