Advanced Search
MyIDEAS: Login

Imported Inputs and Skill Upgrading

Contents:

Author Info

  • Rosario Crinò

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

Abstract

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.

Download Info

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.dagliano.unimi.it/media/WP2011_323.pdf
Download Restriction: no

Bibliographic Info

Paper provided by Centro Studi Luca d\'Agliano, University of Milano in its series Development Working Papers with number 323.

as in new window
Length: 44
Date of creation: 27 Dec 2011
Date of revision: 27 Dec 2011
Handle: RePEc:csl:devewp:323

Contact details of provider:
Postal: Via Conservatorio 7 - 20122 Milano
Phone: +39 02 503 16486
Fax: +39 02 503 16475
Web page: http://www.dagliano.unimi.it/
More information through EDIRC

Related research

Keywords: Imported Inputs; Relative Skilled Labor Demand; Firm-Level Data; Transition Countries; Propensity Score Matching;

Other versions of this item:

Find related papers by JEL classification:

This paper has been announced in the following NEP Reports:

References

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. 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).
  2. 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.
  3. 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.
  4. Eric Verhoogen, 2007. "Trade, quality upgrading and wage inequality in the Mexican manufacturing sector," Discussion Papers 0607-08, Columbia University, Department of Economics.
  5. 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, octubre-d.
  6. Tommaso Nannicini, 2007. "Simulation-based sensitivity analysis for matching estimators," Stata Journal, StataCorp LP, vol. 7(3), pages 334-350, September.
  7. Gabor Békés & Carlo Altomonte, 2009. "Trade Complexity and Productivity," Working Papers 2009.62, Fondazione Eni Enrico Mattei.
  8. Keller, Wolfgang, 2002. " Trade and the Transmission of Technology," Journal of Economic Growth, Springer, vol. 7(1), pages 5-24, March.
  9. Kugler, Maurice & Verhoogen, Eric A., 2009. "The Quality-Complementarity Hypothesis: Theory and Evidence from Colombia," CEPR Discussion Papers 7119, C.E.P.R. Discussion Papers.
  10. Acharya, Ram C. & Keller, Wolfgang, 2007. "Technology Transfer through Imports," CEPR Discussion Papers 6296, C.E.P.R. Discussion Papers.
  11. 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.
  12. 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.
  13. 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.
  14. 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.
  15. Mirabelle Muûls & Mauro Pisu, . "Imports and exports at the level of the firm: Evidence from Belgium," Discussion Papers 07/28, University of Nottingham, GEP.
  16. Meschi, Elena & Taymaz, Erol & Vivarelli, Marco, 2011. "Trade, technology and skills: Evidence from Turkish microdata," Labour Economics, Elsevier, vol. 18(S1), pages S60-S70.
  17. Joel Rodrigue & Hiroyuki Kasahara, 2004. "Does the Use of Imported Intermediates Increase Productivity? Plant-Level Evidence," Econometric Society 2004 North American Summer Meetings 511, Econometric Society.
  18. 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.
  19. Guido M. Imbens & Jeffrey M. Wooldridge, 2008. "Recent Developments in the Econometrics of Program Evaluation," NBER Working Papers 14251, National Bureau of Economic Research, Inc.
  20. Richard Blundell & Monica Costa Dias, 2002. "Alternative approaches to evaluation in empirical microeconomics," CeMMAP working papers CWP10/02, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  21. 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.
  22. 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.
  23. 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.
  24. 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.
  25. 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.
  26. 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.
  27. Mary Amiti & Jozef Konings, 2005. "Trade Liberalization, Intermediate Inputs, and Productivity: Evidence from Indonesia," IMF Working Papers 05/146, International Monetary Fund.
  28. 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).
  29. 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.
  30. 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.
  31. 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).
  32. Michael Lechner, 2002. "Some practical issues in the evaluation of heterogeneous labour market programmes by matching methods," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 165(1), pages 59-82.
  33. 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.
  34. Andrew.B Bernard & J. Bradford Jensen & Stephen Redding & Peter K. Schott, 2007. "Firms in international trade," LSE Research Online Documents on Economics 3682, London School of Economics and Political Science, LSE Library.
  35. Epifani, Paolo & Gancia, Gino, 2002. "The Skill Bias of World Trade," Seminar Papers 707, Stockholm University, Institute for International Economic Studies.
  36. 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.
  37. 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.
  38. Nina Pavcnik, 2000. "What Explains Skill Upgrading in Less Developed Countries?," NBER Working Papers 7846, National Bureau of Economic Research, Inc.
  39. 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, vol. 144(4), pages 774-801, December.
  40. Rakesh Mohan, 2008. "The Growth Record of the Indian Economy, 1950-2008: A Story of Sustained Savings and Investment," Working Papers id:1388, eSocialSciences.
  41. Frölich, Markus, 2002. "Programme Evaluation with Multiple Treatments," IZA Discussion Papers 542, Institute for the Study of Labor (IZA).
  42. Wolfgang Keller, 2001. "International Technology Diffusion," NBER Working Papers 8573, National Bureau of Economic Research, Inc.
  43. 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.
  44. 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.
  45. 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.
  46. Pinelopi K. Goldberg & Amit Khandelwal & Nina Pavcnik & Petia Topalova, 2008. "Multi-product Firms and Product Turnover in the Developing World: Evidence from India," NBER Working Papers 14127, National Bureau of Economic Research, Inc.
  47. 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.
  48. 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.
  49. Andrea Ichino & Fabrizia Mealli & Tommaso Nannicini, 2008. "From temporary help jobs to permanent employment: what can we learn from matching estimators and their sensitivity?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(3), pages 305-327.
  50. Francesco Caselli & Daniel Wilson, 2003. "Importing Technology," NBER Working Papers 9928, National Bureau of Economic Research, Inc.
  51. 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.
  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, MIT Press, vol. 114(3), pages 907-940, August.
  53. 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.
  54. Adriana Schor, 2004. "Heterogeneous Productivity Response to Tariff Reduction: Evidence from Brazilian Manufacturing Firms," NBER Working Papers 10544, National Bureau of Economic Research, Inc.
  55. 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.
  56. 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.
  57. 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.
  58. 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.
  59. Naercio Menezes Filho & Naercio Menezes Filho, 2006. "Trade Liberalization and the Demand for Skilled Labor in Brazil," JOURNAL OF LACEA ECONOMIA, LACEA - LATIN AMERICAN AND CARIBBEAN ECONOMIC ASSOCIATION.
  60. Italo Colantone & Rosario Crinò, 2011. "New Imported Inputs, New Domestic Products," Development Working Papers 312, Centro Studi Luca d\'Agliano, University of Milano.
  61. 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 12 Feb 2014.
  62. 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.
  63. 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.
  64. 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.
  65. 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.
  66. Pinelopi Goldberg & Amit Khandelwal & Nina Pavcnik & Petia Topalova, 2009. "Imported Intermediate Inputs and Domestic Product Growth: Evidence from India," Working Papers 1179, Princeton University, Department of Economics, Center for Economic Policy Studies..
  67. 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.
  68. 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.
  69. 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.
  70. 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.
  71. 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.
Full references (including those not matched with items on IDEAS)

Citations

Lists

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

Statistics

Access and download statistics

Corrections

When requesting a correction, please mention this item's handle: RePEc:csl:devewp:323. 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: (Chiara Elli).

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.