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Imported inputs and skill upgrading

  • Crinò, Rosario

This paper studies the effect of imported inputs on the relative demand for high-skill labor. To this purpose, it applies propensity score matching techniques to firm-level data for 27 transition countries. The results show that importing inputs induces skill upgrading. Specifically, it explains more than one-quarter of the unconditional difference between importers and non-importers in the employment share of high-skill workers. The paper explores possible mechanisms behind this result. In particular, it reports suggestive evidence that importing leads firms to engage in high-skill intensive activities, such as production of new goods, improvement of product quality and, to a lesser extent, R&D and technology adoption.

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Article provided by Elsevier in its journal Labour Economics.

Volume (Year): 19 (2012)
Issue (Month): 6 ()
Pages: 957-969

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Handle: RePEc:eee:labeco:v:19:y:2012:i:6:p:957-969
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  1. Bernard, Andrew B. & Jensen, J Bradford & Redding, Stephen J. & Schott, Peter K., 2007. "Firms in International Trade," CEPR Discussion Papers 6277, C.E.P.R. Discussion Papers.
  2. Becker Sascha O & Muendler Marc-Andreas, 2008. "The Effect of FDI on Job Security," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 8(1), pages 1-46, April.
  3. Naercio Menezes Filho & Naercio Menezes Filho, 2006. "Trade Liberalization and the Demand for Skilled Labor in Brazil," ECONOMIA JOURNAL OF THE LATIN AMERICAN AND CARIBBEAN ECONOMIC ASSOCIATION, ECONOMIA JOURNAL OF THE LATIN AMERICAN AND CARIBBEAN ECONOMIC ASSOCIATION.
  4. Yasar, Mahmut & Morrison Paul, Catherine J., 2007. "International linkages and productivity at the plant level: Foreign direct investment, exports, imports and licensing," Journal of International Economics, Elsevier, vol. 71(2), pages 373-388, April.
  5. Alexander Hijzen, 2005. "A Bird’s Eye View of International Outsourcing: Data, Measurement and Labour Demand Effects," Economie Internationale, CEPII research center, issue 104, pages 45-63.
  6. Lorentowicz, Andzelika & Marin, Dalia & Raubold, Alexander, 2005. "Is Human Capital Losing From Outsourcing? Evidence for Austria and Poland," Discussion Paper Series of SFB/TR 15 Governance and the Efficiency of Economic Systems 76, Free University of Berlin, Humboldt University of Berlin, University of Bonn, University of Mannheim, University of Munich.
  7. Hiroyuki Kasahara & Beverly Lapham, 2008. "Productivity and the Decision to Import and Export: Theory and Evidence," CESifo Working Paper Series 2240, CESifo Group Munich.
  8. Richard Blundell & Mónica Costa Dias, 2008. "Alternative Approaches to Evaluation in Empirical Microeconomics," CEF.UP Working Papers 0805, Universidade do Porto, Faculdade de Economia do Porto.
  9. Keller, Wolfgang, 2002. " Trade and the Transmission of Technology," Journal of Economic Growth, Springer, vol. 7(1), pages 5-24, March.
  10. Gabor Békés & Carlo Altomonte, 2009. "Trade Complexity and Productivity," Working Papers 2009.62, Fondazione Eni Enrico Mattei.
  11. Guido Imbens & Jeffrey Wooldridge, 2008. "Recent developments in the econometrics of program evaluation," CeMMAP working papers CWP24/08, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  12. Francesco Caselli & Daniel Wilson, 2002. "Importing technology," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
  13. Paolo Epifani & Gino Gancia, 2004. "The Skill Bias of World Trade," Working Papers 184, Barcelona Graduate School of Economics.
  14. Eric A. Verhoogen, 2008. "Trade, Quality Upgrading, and Wage Inequality in the Mexican Manufacturing Sector," The Quarterly Journal of Economics, MIT Press, vol. 123(2), pages 489-530, 05.
  15. Pinelopi K Goldberg & Amit K Khandelwal & Nina Pavcnik & Petia Topalova, 2010. "Multiproduct Firms and Product Turnover in the Developing World: Evidence from India," The Review of Economics and Statistics, MIT Press, vol. 92(4), pages 1042-1049, November.
  16. Yuriy Gorodnichenko & Jan Svejnar & Katherine Terrell, 2008. "Globalization and innovation in emerging markets," NBER Working Papers 14481, National Bureau of Economic Research, Inc.
  17. Michael Lechner, 2005. "Some practical issues in the evaluation of heterogeneous labour market programmes by matching methods," Labor and Demography 0505006, EconWPA.
  18. Correa, Paulo G. & Fernandes, Ana M. & Uregian, Chris J., 2008. "Technology adoption and the investment climate : firm-level evidence for Eastern Europe and Central Asia," Policy Research Working Paper Series 4707, The World Bank.
  19. Becker, Sascha & Ekholm, Karolina & Muendler, Marc-Andreas, 2012. "Offshoring and the Onshore Composition of Tasks and Skills," CAGE Online Working Paper Series 97, Competitive Advantage in the Global Economy (CAGE).
  20. Pavcnik, Nina, 2003. "What explains skill upgrading in less developed countries?," Journal of Development Economics, Elsevier, vol. 71(2), pages 311-328, August.
  21. Frölich, Markus, 2002. "Programme Evaluation with Multiple Treatments," IZA Discussion Papers 542, Institute for the Study of Labor (IZA).
  22. Robert C. Feenstra & Gordon H. Hanson, 1995. "Foreign Direct Investment and Relative Wages: Evidence from Mexico's Maquiladoras," NBER Working Papers 5122, National Bureau of Economic Research, Inc.
  23. Colantone, Italo & Crinò, Rosario, 2014. "New imported inputs, new domestic products," Journal of International Economics, Elsevier, vol. 92(1), pages 147-165.
  24. Keller, Wolfgang, 2002. "International Technology Diffusion," CEPR Discussion Papers 3133, C.E.P.R. Discussion Papers.
  25. Marc-Andreas Muendler, 2004. "Trade, Technology, and Productivity: A Study of Brazilian Manufacturers, 1986-1998," CESifo Working Paper Series 1148, CESifo Group Munich.
  26. Timothy Dunne & J. Bradford Jensen & Mark J. Roberts, 2009. "Introduction to "Producer Dynamics: New Evidence from Micro Data"," NBER Chapters, in: Producer Dynamics: New Evidence from Micro Data, pages 1-12 National Bureau of Economic Research, Inc.
  27. Schor, Adriana, 2004. "Heterogeneous productivity response to tariff reduction. Evidence from Brazilian manufacturing firms," Journal of Development Economics, Elsevier, vol. 75(2), pages 373-396, December.
  28. Mirabelle Muuls & Mauro Pisu, 2007. "Imports and exports at the level of the firm: evidence from Belgium," LSE Research Online Documents on Economics 19711, London School of Economics and Political Science, LSE Library.
  29. Pierre Biscourp & Francis Kramarz, 2004. "Employment, Skill Structure and International Trade : Firm-level Evidence for France," Working Papers 2004-28, Centre de Recherche en Economie et Statistique.
  30. Rosario Crinò, 2009. "Employment Effects of Service Offshoring: Evidence from Matched Firms," Working Papers 417, Barcelona Graduate School of Economics.
  31. Andersson, Martin & Johansson, Sara & Lööf, Hans, 2007. "Productivity and International Trade - firm-level evidence from a small open economy," Working Paper Series in Economics and Institutions of Innovation 99, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
  32. 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.
  33. Giovanni S.F. Bruno & Rosario Crinò & Anna M. Falzoni, 2004. "Foreign Direct Investment, Wage Inequality, and Skilled Labor Demand in EU Accession Countries," Development Working Papers 188, Centro Studi Luca d\'Agliano, University of Milano.
  34. Pinelopi Koujianou Goldberg & Nina Pavcnik, 2007. "Distributional Effects of Globalization in Developing Countries," NBER Working Papers 12885, National Bureau of Economic Research, Inc.
  35. Elena Meschi & Erol Taymaz & Marco Vivarelli, 2009. "Trade, Technology and Skills: Evidence from Turkish Microdata," Jena Economic Research Papers 2009-097, Friedrich-Schiller-University Jena, Max-Planck-Institute of Economics.
  36. Sivadasan Jagadeesh, 2009. "Barriers to Competition and Productivity: Evidence from India," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 9(1), pages 1-66, September.
  37. Tommaso Nannicini, 2009. "A simulation-based sensitivity analysis for matching estimators," Italian Stata Users' Group Meetings 2008 05, Stata Users Group.
  38. Paolo Epifani & Gino Gancia, 2004. "Increasing returns, imperfect competition and factor prices," Economics Working Papers 953, Department of Economics and Business, Universitat Pompeu Fabra, revised Oct 2005.
  39. Pinelopi Koujianou Goldberg & Amit Kumar Khandelwal & Nina Pavcnik & Petia Topalova, 2010. "Imported Intermediate Inputs and Domestic Product Growth: Evidence from India," The Quarterly Journal of Economics, MIT Press, vol. 125(4), pages 1727-1767, November.
  40. Hijzen, Alexander & Görg, Holger & Hine, Robert C., 2004. "International Outsourcing and the Skill Structure of Labour Demand in the United Kingdom," IZA Discussion Papers 1249, Institute for the Study of Labor (IZA).
  41. Ram C. Acharya & Wolfgang Keller, 2009. "Technology transfer through imports," Canadian Journal of Economics, Canadian Economics Association, vol. 42(4), pages 1411-1448, November.
  42. Alexander Hijzen & Tomohiko Inui & Yasuyuki Todo, 2010. "Does Offshoring Pay? Firm-Level Evidence From Japan," Economic Inquiry, Western Economic Association International, vol. 48(4), pages 880-895, October.
  43. Andrew B. Bernard & J. Bradford Jensen & Peter K. Schott, 2009. "Importers, Exporters and Multinationals: A Portrait of Firms in the U.S. that Trade Goods," NBER Chapters, in: Producer Dynamics: New Evidence from Micro Data, pages 513-552 National Bureau of Economic Research, Inc.
  44. Navaretti, Giorgio Barba & Tarr, David G, 2000. "International Knowledge Flows and Economic Performance: A Review of the Evidence," World Bank Economic Review, World Bank Group, vol. 14(1), pages 1-15, January.
  45. Kugler, Maurice & Verhoogen, Eric, 2009. "The Quality-Complementarity Hypothesis: Theory and Evidence from Colombia," IZA Discussion Papers 3932, Institute for the Study of Labor (IZA).
  46. Petia Topalova, 2004. "Trade Liberalization and Firm Productivity; The Case of India," IMF Working Papers 04/28, International Monetary Fund.
  47. Rosario Crin�, 2010. "Service Offshoring and White-Collar Employment," Review of Economic Studies, Oxford University Press, vol. 77(2), pages 595-632.
  48. Catherine J. Morrison Paul & Mahmut Yasar, 2009. "Outsourcing, productivity, and input composition at the plant level," Canadian Journal of Economics, Canadian Economics Association, vol. 42(2), pages 422-439, May.
  49. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, 02.
  50. Robert C. Feenstra & Robert E. Lipsey & Haiyan Deng & Alyson C. Ma & Hengyong Mo, 2005. "World Trade Flows: 1962-2000," NBER Working Papers 11040, National Bureau of Economic Research, Inc.
  51. Barbara Sianesi, 2004. "An Evaluation of the Swedish System of Active Labor Market Programs in the 1990s," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 133-155, February.
  52. Amiti, Mary & Cameron, Lisa, 2011. "Trade Liberalization and the Wage Skill Premium: Evidence from Indonesia," CEPR Discussion Papers 8382, C.E.P.R. Discussion Papers.
  53. 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.
  54. Philippe Aghion & Simon Commander, 1999. "On the dynamics of inequality in the transition," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 7(2), pages 275-298, July.
  55. Alberto Abadie & Guido W. Imbens, 2006. "Large Sample Properties of Matching Estimators for Average Treatment Effects," Econometrica, Econometric Society, vol. 74(1), pages 235-267, 01.
  56. Adriana Schor, 2004. "Heterogeneous Productivity Response to Tariff Reduction: Evidence from Brazilian Manufacturing Firms," NBER Working Papers 10544, National Bureau of Economic Research, Inc.
  57. Peter Egger & Robert Stehrer, 2001. "International Outsourcing and the Skill-Specific Wage Bill in Eastern Europe," wiiw Working Papers 17, The Vienna Institute for International Economic Studies, wiiw.
  58. Rajeev H. Dehejia & Sadek Wahba, 2002. "Propensity Score-Matching Methods For Nonexperimental Causal Studies," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 151-161, February.
  59. Rosario Crin�, 2009. "Offshoring, Multinationals And Labour Market: A Review Of The Empirical Literature," Journal of Economic Surveys, Wiley Blackwell, vol. 23(2), pages 197-249, 04.
  60. Mary Amiti & Jozef Konings, 2005. "Trade Liberalization, Intermediate Inputs, and Productivity; Evidence From Indonesia," IMF Working Papers 05/146, International Monetary Fund.
  61. DiPrete, Thomas A. & Gangl, Markus, 2004. "Assessing bias in the estimation of causal effects: Rosenbaum bounds on matching estimators and instrumental variables estimation with imperfect instruments," Discussion Papers, Research Unit: Labor Market Policy and Employment SP I 2004-101, Social Science Research Center Berlin (WZB).
  62. Markus Frölich, 2004. "Finite-Sample Properties of Propensity-Score Matching and Weighting Estimators," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 77-90, February.
  63. Ichino, Andrea & Mealli, Fabrizia & Nannicini, Tommaso, 2006. "From Temporary Help Jobs to Permanent Employment: What Can We Learn from Matching Estimators and their Sensitivity?," CEPR Discussion Papers 5736, C.E.P.R. Discussion Papers.
  64. Timothy Dunne & J. Bradford Jensen & Mark J. Roberts, 2009. "Producer Dynamics: New Evidence from Micro Data," NBER Books, National Bureau of Economic Research, Inc, number dunn05-1.
  65. Robert J. Barro & Jong-Wha Lee, 2010. "A New Data Set of Educational Attainment in the World, 1950-2010," NBER Working Papers 15902, National Bureau of Economic Research, Inc.
  66. 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, MIT Press, vol. 114(3), pages 907-940, August.
  67. Edwin Leuven & Barbara Sianesi, 2003. "PSMATCH2: Stata module to perform full Mahalanobis and propensity score matching, common support graphing, and covariate imbalance testing," Statistical Software Components S432001, Boston College Department of Economics, revised 19 Jan 2015.
  68. Gorg, Holger & Hanley, Aoife, 2005. "Labour demand effects of international outsourcing: Evidence from plant-level data," International Review of Economics & Finance, Elsevier, vol. 14(3), pages 365-376.
  69. László Halpern & Miklós Koren & Adam Szeidl, 2011. "Imported Inputs and Productivity," CeFiG Working Papers 8, Center for Firms in the Global Economy, revised 16 Sep 2011.
  70. Maurice Kugler & Eric Verhoogen, 2009. "Plants and Imported Inputs: New Facts and an Interpretation," American Economic Review, American Economic Association, vol. 99(2), pages 501-07, May.
  71. Sascha O. Becker & Andrea Ichino, 2002. "Estimation of average treatment effects based on propensity scores," Stata Journal, StataCorp LP, vol. 2(4), pages 358-377, November.
  72. Mary Amiti & Shang-Jin Wei, 2009. "Service Offshoring and Productivity: Evidence from the US," The World Economy, Wiley Blackwell, vol. 32(2), pages 203-220, 02.
  73. Pablo Fajnzylber & Ana Fernandes, 2009. "International economic activities and skilled labour demand: evidence from Brazil and China," Applied Economics, Taylor & Francis Journals, vol. 41(5), pages 563-577.
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