IDEAS home Printed from https://ideas.repec.org/
MyIDEAS: Log in (now much improved!) to save this article

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.

If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.

File URL: http://www.sciencedirect.com/science/article/pii/S0927537112000796
Download Restriction: Full text for ScienceDirect subscribers only

As the access to this document is restricted, you may want to look for a different version under "Related research" (further below) or search for a different version of it.

Article provided by Elsevier in its journal Labour Economics.

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

as
in new window

Handle: RePEc:eee:labeco:v:19:y:2012:i:6:p:957-969
DOI: 10.1016/j.labeco.2012.08.002
Contact details of provider: Web page: http://www.elsevier.com/locate/labeco

References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:

as in new window
  1. 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.
  2. 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.
  3. 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.
  4. Mirabelle Muûls & Mauro Pisu, 2007. "Imports and Exports at the Level of the Firm : Evidence from Belgium," Working Paper Research 114, National Bank of Belgium.
  5. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
  6. Paolo Epifani & Gino Gancia, 2002. "The Skill Bias of World Trade," KITeS Working Papers 129, KITeS, Centre for Knowledge, Internationalization and Technology Studies, Universita' Bocconi, Milano, Italy, revised Mar 2001.
  7. 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.
  8. Tommaso Nannicini, 2007. "Simulation-based sensitivity analysis for matching estimators," Stata Journal, StataCorp LP, vol. 7(3), pages 334-350, September.
  9. 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.
  10. 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.
  11. 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.
  12. 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.
  13. 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.
  14. Italo Colantone & Rosario Crinò, 2011. "New Imported Inputs, New Domestic Products," Development Working Papers 312, Centro Studi Luca d'Agliano, University of Milano.
  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. 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.
  17. Alexander HIJZEN & INUI Tomohiko & TODO Yasuyuki, 2007. "Does Offshoring Pay? Firm-Level Evidence from Japan," Discussion papers 07005, Research Institute of Economy, Trade and Industry (RIETI).
  18. Caselli, Francesco & Wilson, Daniel J., 2004. "Importing technology," Journal of Monetary Economics, Elsevier, vol. 51(1), pages 1-32, January.
  19. Rosario Crinò, 2009. "Employment Effects of Service Offshoring: Evidence from Matched Firms," UFAE and IAE Working Papers 800.09, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
  20. 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.
  21. Wolfgang Keller, 1997. "Trade and the Transmission of Technology," Development and Comp Systems 9707001, EconWPA.
  22. 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.
  23. 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.
  24. Maurice Kugler & Eric Verhoogen, 2012. "Prices, Plant Size, and Product Quality," Review of Economic Studies, Oxford University Press, vol. 79(1), pages 307-339.
  25. Ram C. Acharya & Wolfgang Keller, 2009. "Technology transfer through imports," Canadian Journal of Economics, Canadian Economics Association, vol. 42(4), pages 1411-1448, November.
  26. Meschi, Elena & Taymaz, Erol & Vivarelli, Marco, 2011. "Trade, technology and skills: Evidence from Turkish microdata," Labour Economics, Elsevier, vol. 18(S1), pages S60-S70.
  27. 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.
  28. 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.
  29. 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, Oxford University Press, vol. 125(4), pages 1727-1767.
  30. 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).
  31. 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.
  32. 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.
  33. Andzelika Lorentowicz & Dalia Marin & Alexander Raubold, 2005. "Is Human Capital Losing from Outsourcing? Evidence for Austria and Poland," CESifo Working Paper Series 1616, CESifo Group Munich.
  34. 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.
  35. Rosario Crinò, 2010. "Service Offshoring and White-Collar Employment," Review of Economic Studies, Oxford University Press, vol. 77(2), pages 595-632.
  36. 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).
  37. Gabor Békés & Carlo Altomonte, 2009. "Trade Complexity and Productivity," Working Papers 2009.62, Fondazione Eni Enrico Mattei.
  38. 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.
  39. 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.
  40. 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.
  41. 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.
  42. Yuriy Gorodnichenko & Jan Svejnar & Katherine Terrell, 2010. "Globalization and Innovation in Emerging Markets," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(2), pages 194-226, April.
  43. 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.
  44. 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.
  45. 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.
  46. 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.
  47. 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.
  48. 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.
  49. Marc-Andreas Muendler, 2004. "Trade, Technology, and Productivity: A Study of Brazilian Manufacturers, 1986-1998," CESifo Working Paper Series 1148, CESifo Group Munich.
  50. Wolfgang Keller, 2001. "International Technology Diffusion," NBER Working Papers 8573, National Bureau of Economic Research, Inc.
  51. Paolo Epifani & Gino Gancia, 2004. "Increasing Returns, Imperfect Competition and Factor Prices," Working Papers 210, Barcelona Graduate School of Economics.
  52. 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.
  53. 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.
  54. 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.
  55. Peter Egger & Robert Stehrer, . "International Outsourcing and the Skill-Specific Wage Bill in Eastern Europe," WIFO Working Papers 151, WIFO.
  56. Pavcnik, Nina, 2003. "What explains skill upgrading in less developed countries?," Journal of Development Economics, Elsevier, vol. 71(2), pages 311-328, August.
  57. 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.
  58. Michael Lechner, 2005. "Some practical issues in the evaluation of heterogeneous labour market programmes by matching methods," Labor and Demography 0505006, EconWPA.
  59. 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.
  60. 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.
  61. Hiroyuki Kasahara & Beverly Lapham, 2008. "Productivity and the Decision to Import and Export: Theory and Evidence," CESifo Working Paper Series 2240, CESifo Group Munich.
  62. Petia Topalova, 2004. "Trade Liberalization and Firm Productivity; The Case of India," IMF Working Papers 04/28, International Monetary Fund.
  63. Becker, Sascha O. & Ekholm, Karolina & Muendler, Marc-Andreas, 2013. "Offshoring and the onshore composition of tasks and skills," Journal of International Economics, Elsevier, vol. 90(1), pages 91-106.
  64. 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.
  65. 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.
  66. 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.
  67. Adriana Schor, 2004. "Heterogeneous Productivity Response to Tariff Reduction: Evidence from Brazilian Manufacturing Firms," NBER Working Papers 10544, National Bureau of Economic Research, Inc.
  68. 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.
  69. Ann Harrison & Gordon Hanson, 1999. "Who Gains from Trade Reform? Some Remaining Puzzles," NBER Working Papers 6915, National Bureau of Economic Research, Inc.
  70. 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.
  71. 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, September.
  72. 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.
  73. 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.
Full references (including those not matched with items on IDEAS)

This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

When requesting a correction, please mention this item's handle: RePEc:eee:labeco:v:19:y:2012:i:6:p:957-969. See general information about how to correct material in RePEc.

For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Shamier, Wendy)

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 references are entirely missing, you can add them using this form.

If the full references list an item that is present in RePEc, but the system did not link 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 profile, as there may be some citations waiting for confirmation.

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

This information is provided to you by IDEAS at the Research Division of the Federal Reserve Bank of St. Louis using RePEc data.