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Imported Inputs and Skill Upgrading

  • Rosario Crinò

    ()

    (University of Brescia, Centro Studi Luca d\'Agliano and IAE-CSIC)

This paper studies the effect of imported inputs on relative skilled labor demand. To this purpose, it uses firm-level data for 27 transition countries and propensity score matching techniques. The results show that importing inputs induces skill upgrading: according to a conservative estimate, it explains roughly one-quarter of the higher share of skilled employment observed at importers. The paper discusses possible mechanisms behind this result. In particular, it reports suggestive evidence that importing may lead firms to engage in skill-intensive activities, such as production of new goods, improvements in product quality and, to a lesser extent, R&D and technology adoption.

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File URL: http://www.dagliano.unimi.it/media/WP2011_323.pdf
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Paper provided by Centro Studi Luca d'Agliano, University of Milano in its series Development Working Papers with number 323.

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Length: 44
Date of creation: 27 Dec 2011
Date of revision: 27 Dec 2011
Handle: RePEc:csl:devewp:323
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  1. Francesco Caselli & Daniel J. Wilson, 2002. "Importing technology," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
  2. Peter Egger & Robert Stehrer, 2003. "International Outsourcing and the Skill--Specific Wage Bill in Eastern Europe," The World Economy, Wiley Blackwell, vol. 26(1), pages 61-72, January.
  3. 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.
  4. 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.
  5. 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.
  6. Keller, W., 1996. "Trade and the Transmission of Technology," Working papers 9620, Wisconsin Madison - Social Systems.
  7. 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.
  8. 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.
  9. Alexander Hijzen & Holger Görg & Robert C. Hine, 2005. "International Outsourcing and the Skill Structure of Labour Demand in the United Kingdom," Economic Journal, Royal Economic Society, vol. 115(506), pages 860-878, October.
  10. Tommaso Nannicini, 2009. "A simulation-based sensitivity analysis for matching estimators," Italian Stata Users' Group Meetings 2008 05, Stata Users Group.
  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. 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.
  13. 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.
  14. 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.
  15. Goldberg, Pinelopi Koujianou & Khandelwal, Amit & Pavcnik, Nina & Topalova, Petia, 2008. "Multi-product Firms and Product Turnover in the Developing World: Evidence from India," CEPR Discussion Papers 6881, C.E.P.R. Discussion Papers.
  16. Paulo G. Correa & Ana M. Fernandes & Chris J. Uregian, 2010. "Technology Adoption and the Investment Climate: Firm-Level Evidence for Eastern Europe and Central Asia," World Bank Economic Review, World Bank Group, vol. 24(1), pages 121-147, January.
  17. 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.
  18. Keller, Wolfgang, 2002. "International Technology Diffusion," CEPR Discussion Papers 3133, C.E.P.R. Discussion Papers.
  19. Lorentowicz, Andzelika & Marin, Dalia & Raubold, Alexander, 2005. "Is Human Capital Losing from Outsourcing? Evidence for Austria and Poland," CEPR Discussion Papers 5344, C.E.P.R. Discussion Papers.
  20. Maurice Kugler & Eric Verhoogen, 2012. "Prices, Plant Size, and Product Quality," Review of Economic Studies, Oxford University Press, vol. 79(1), pages 307-339.
  21. Rosario Crinò, 2010. "Service Offshoring and White-Collar Employment," Review of Economic Studies, Oxford University Press, vol. 77(2), pages 595-632.
  22. 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.
  23. Pinelopi K. Goldberg & Amit Khandelwal & Nina Pavcnik & Petia Topalova, 2008. "Imported Intermediate Inputs and Domestic Product Growth: Evidence from India," NBER Working Papers 14416, National Bureau of Economic Research, Inc.
  24. Sascha O. Becker & Karolina Ekholm & Marc-Andreas Muendler, 2009. "Offshoring and the Onshore Composition of Tasks and Skills," IAW Discussion Papers 55, Institut für Angewandte Wirtschaftsforschung (IAW).
  25. Colantone, Italo & Crinò, Rosario, 2014. "New imported inputs, new domestic products," Journal of International Economics, Elsevier, vol. 92(1), pages 147-165.
  26. 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.
  27. Martin Andersson & Hans Lööf & Sara Johansson, 2008. "Productivity and International Trade: Firm Level Evidence from a Small Open Economy," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 144(4), pages 774-801, December.
  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. 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.
  30. Michael Lechner, 2005. "Some practical issues in the evaluation of heterogeneous labour market programmes by matching methods," Labor and Demography 0505006, EconWPA.
  31. Gorodnichenko, Yuriy & Svejnar, Jan & Terrell, Katherine, 2008. "Globalization and Innovation in Emerging Markets," IZA Discussion Papers 3299, Institute for the Study of Labor (IZA).
  32. 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.
  33. Giovanni S.F. Bruno & Rosario Crinò & Anna M. Falzoni, 2004. "Foreign Direct Investment, Wage Inequality, and Skilled Labor Demand in EU Accession Countries," KITeS Working Papers 154, KITeS, Centre for Knowledge, Internationalization and Technology Studies, Universita' Bocconi, Milano, Italy, revised Feb 2004.
  34. Paolo Epifani & Gino Gancia, 2006. "Increasing Returns, Imperfect Competition, and Factor Prices," The Review of Economics and Statistics, MIT Press, vol. 88(4), pages 583-598, November.
  35. Epifani, Paolo & Gancia, Gino, 2002. "The Skill Bias of World Trade," Seminar Papers 707, Stockholm University, Institute for International Economic Studies.
  36. Mirabelle Muûls & Mauro Pisu, 2007. "Imports and Exports at the Level of the Firm: Evidence from Belgium," CEP Discussion Papers dp0801, Centre for Economic Performance, LSE.
  37. Hiroyuki Kasahara & Joel Rodrigue, 2005. "Does the Use of Imported Intermediates Increase Productivity? Plant-Level Evidence," University of Western Ontario, Economic Policy Research Institute Working Papers 20057, University of Western Ontario, Economic Policy Research Institute.
  38. Carlo Altomonte & Gabor Bekes, 2009. "Trade Complexity and Productivity," IEHAS Discussion Papers 0914, Institute of Economics, Centre for Economic and Regional Studies, Hungarian Academy of Sciences.
  39. Acharya, Ram C. & Keller, Wolfgang, 2007. "Technology Transfer through Imports," CEPR Discussion Papers 6296, C.E.P.R. Discussion Papers.
  40. Muendler, Marc-Andreas, 2004. "Trade, Technology, and Productivity: A Study of Brazilian Manufacturers, 1986-1998," University of California at San Diego, Economics Working Paper Series qt6m96c2r7, Department of Economics, UC San Diego.
  41. 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.
  42. 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.
  43. Richard Blundell & Monica Costa Dias, 2008. "Alternative approaches to evaluation in empirical microeconomics," CeMMAP working papers CWP26/08, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  44. Rosario Crinò, 2009. "Employment Effects of Service Offshoring: Evidence from Matched Firms," Development Working Papers 286, Centro Studi Luca d'Agliano, University of Milano.
  45. Markus Froelich, 2002. "Programme Evaluation with Multiple Treatments," University of St. Gallen Department of Economics working paper series 2002 2002-17, Department of Economics, University of St. Gallen.
  46. Meschi, Elena & Taymaz, Erol & Vivarelli, Marco, 2011. "Trade, technology and skills: Evidence from Turkish microdata," Labour Economics, Elsevier, vol. 18(S1), pages S60-S70.
  47. 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.
  48. Petia Topalova & Amit Khandelwal, 2011. "Trade Liberalization and Firm Productivity: The Case of India," The Review of Economics and Statistics, MIT Press, vol. 93(3), pages 995-1009, August.
  49. Rosario Crinò, 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.
  50. Pinelopi Koujianou Goldberg & Nina Pavcnik, 2007. "Distributional Effects of Globalization in Developing Countries," NBER Working Papers 12885, National Bureau of Economic Research, Inc.
  51. 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, June.
  52. 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, Oxford University Press, vol. 114(3), pages 907-940.
  53. 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.
  54. 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.
  55. 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.
  56. Andrew B. Bernard & J. Bradford Jensen & Peter K. Schott, 2005. "Importers, Exporters, and Multinationals: A Portrait of Firms in the U.S. that Trade Goods," Working Paper Series WP05-10, Peterson Institute for International Economics.
  57. 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.
  58. Rajeev H. Dehejia & Sadek Wahba, 1998. "Propensity Score Matching Methods for Non-experimental Causal Studies," NBER Working Papers 6829, National Bureau of Economic Research, Inc.
  59. 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, vol. 0(Fall 2006), pages 1-28, August.
  60. Eric A. Verhoogen, 2008. "Trade, Quality Upgrading, and Wage Inequality in the Mexican Manufacturing Sector," The Quarterly Journal of Economics, Oxford University Press, vol. 123(2), pages 489-530.
  61. 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.
  62. 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.
  63. 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.
  64. László Halpern & Miklós Koren & Adam Szeidl, 2015. "Imported Inputs and Productivity," American Economic Review, American Economic Association, vol. 105(12), pages 3660-3703, December.
  65. Hiroyuki Kasahara & Beverly Lapham, 2008. "Productivity and the Decision to Import and Export: Theory and Evidence," CESifo Working Paper Series 2240, CESifo Group Munich.
  66. 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).
  67. 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.
  68. Pavcnik, Nina, 2003. "What explains skill upgrading in less developed countries?," Journal of Development Economics, Elsevier, vol. 71(2), pages 311-328, August.
  69. 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.
  70. Adriana Schor, 2004. "Heterogeneous Productivity Response to Tariff Reduction: Evidence from Brazilian Manufacturing Firms," NBER Working Papers 10544, National Bureau of Economic Research, Inc.
  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. 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.
  73. 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.
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