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Regional Disparity in ICT Adoption: an Empirical Evaluation of The Effects of Subsidies in Italy

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Author Info
Gianfranco Atzeni ()
Oliviero Carboni ()

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Abstract

This paper investigates on a marked case of regional inequality concerning the information and communication technology adoption process and the role of subsidies in Italy. There is a consolidated and persistent gap between the industrialized North and the sensibly backward South. Econometric results show that adoption of ICT is affected by the geographical location, the industry and firm characteristics. A matching estimator is applied to explore subsidies effectiveness. We find that subsidies have a significant impact but only for small firms. Given the firm system in Italy, we conclude that, to limit the acceleration of Italian North-South dualism, subsidies should only be granted to small firms.

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Paper provided by Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia in its series Working Paper CRENoS with number 200608.

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Date of creation: 2006
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Handle: RePEc:cns:cnscwp:200608

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Related research
Keywords: Information and Communication Technologies; Regional Disparities; Digital Divide; Subsidies; Treatment Effect; Nearest Neighbour Matching Estimator;

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Find related papers by JEL classification:
L2 - Industrial Organization - - Firm Objectives, Organization, and Behavior
C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
D21 - Microeconomics - - Production and Organizations - - - Firm Behavior
O18 - Economic Development, Technological Change, and Growth - - Economic Development - - - Regional, Urban, and Rural Analyses

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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.:
  1. Timothy F. Bresnahan & Erik Brynjolfsson & Lorin M. Hitt, 1999. "Information Technology, Workplace Organization and the Demand for Skilled Labor: Firm-Level Evidence," NBER Working Papers 7136, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
    Other versions:
  2. Greenman, N. & Mairesse, J., 1996. "Computers and Productivity in France: Some Evidence," Monash Econometrics and Business Statistics Working Papers 15/96, Monash University, Department of Econometrics and Business Statistics.
    Other versions:
  3. James Heckman & Salvador Navarro-Lozano, 2004. "Using Matching, Instrumental Variables, and Control Functions to Estimate Economic Choice Models," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 30-57, 08. [Downloadable!] (restricted)
    Other versions:
  4. Heckman, James J, 1979. "Sample Selection Bias as a Specification Error," Econometrica, Econometric Society, vol. 47(1), pages 153-61, January. [Downloadable!] (restricted)
  5. Simona Iammarino & Cecilia Jona-Lasini & Susanna Mantegazza, 2004. "Labour productivity, ICT and regions: The revival of Italian “dualism”?," SPRU Electronic Working Paper Series 127, University of Sussex, SPRU - Science and Technology Policy Research. [Downloadable!]
  6. Bill Lehr & Frank Lichtenberg, 1999. "Information technology and its impact on firm-level productivity: evidence from government and private data sources, 1977-1993," Canadian Journal of Economics, Canadian Economics Association, vol. 32(2), pages 335-362, April. [Downloadable!] (restricted)
  7. Sandra E. Black & Lisa M. Lynch, 1997. "How to Compete: The Impact of Workplace Practices and Information Technology on Productivity," NBER Working Papers 6120, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  8. Bertschek, Irene & Kaiser, Ulrich, 2001. "Productivity effects of organizational change : microeconometric evidence," ZEW Discussion Papers 01-32, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research. [Downloadable!]
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  10. Sandro Trento & Massimo Warglien, 2001. "Nuove tecnologie e cambiamenti organizzativi: alcune implicazioni per le imprese italiane," Temi di discussione (Economic working papers) 428, Bank of Italy, Economic Research Department. [Downloadable!]
  11. Hollenstein, Heinz, 2004. "Determinants of the adoption of Information and Communication Technologies (ICT): An empirical analysis based on firm-level data for the Swiss business sector," Structural Change and Economic Dynamics, Elsevier, vol. 15(3), pages 315-342, September. [Downloadable!] (restricted)
  12. Francesco Pigliaru, 2001. "Analisi della convergenza regionale: troppa o troppo poca?," Working Paper CRENoS 200107, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia. [Downloadable!]
  13. Raffaele Paci & A. Saba, 1997. "The empirics of regional Economic growth in italy. 1951-1993," Working Paper CRENoS 199701, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia. [Downloadable!]
  14. David Autor & Lawrence Katz & Alan Krueger, 1997. "Computing Inequality: Have Computers Changed the Labor Market?," Working Papers 756, Princeton University, Department of Economics, Industrial Relations Section.. [Downloadable!]
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  15. Andrea Bassanini & Stefano Scarpetta & Ignazio Visco, 2000. "Knowledge technology and economic growth: recent evidence from OECD countries," Research series 200005-2, National Bank of Belgium. [Downloadable!]
    Other versions:
  16. Matteo Bugamelli & Patrizio Pagano, 2004. "Barriers to investment in ICT," Applied Economics, Taylor and Francis Journals, vol. 36(20), pages 2275-2286, November. [Downloadable!] (restricted)
    Other versions:
  17. Heckman, James J & Ichimura, Hidehiko & Todd, Petra, 1998. "Matching as an Econometric Evaluation Estimator," Review of Economic Studies, Blackwell Publishing, vol. 65(2), pages 261-94, April. [Downloadable!] (restricted)
  18. A. Smith, Jeffrey & E. Todd, Petra, 2005. "Does matching overcome LaLonde's critique of nonexperimental estimators?," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 305-353. [Downloadable!] (restricted)
    Other versions:
  19. Frank R. Lichtenberg, 1996. "The Output Contributions of Computer Equipment and Personnel: A Firm- Level Analysis," NBER Working Papers 4540, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  20. Johnson, George E, 1997. "Changes in Earnings Inequality: The Role of Demand Shifts," Journal of Economic Perspectives, American Economic Association, vol. 11(2), pages 41-54, Spring. [Downloadable!] (restricted)
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  22. Claudio A. Piga & Marco Vivarelli, 2003. "Internal and External R&D: A Sample Selection Approach," Papers on Entrepreneurship, Growth and Public Policy 2004-05, Max Planck Institute of Economics, Entrepreneurship, Growth and Public Policy Group. [Downloadable!]
    Other versions:
  23. Erik Brynjolfsson & Lorin M. Hitt, 2000. "Beyond Computation: Information Technology, Organizational Transformation and Business Performance," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 23-48, Fall. [Downloadable!] (restricted)
  24. Alberto Abadie & Guido W. Imbens, 2002. "Simple and Bias-Corrected Matching Estimators for Average Treatment Effects," NBER Technical Working Papers 0283, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  26. Erik Brynjolfsson & Lorin Hitt, 1997. "Information Technology as a Factor of Production: The Role of Differences Among Firms," Working Paper Series 201, MIT Center for Coordination Science. [Downloadable!]
    Other versions:
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Cited by:
(explanations, 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.)

  1. Gerardo Marletto, 2007. "Crossing The Alps: Three Transport Policy Options," Working Paper CRENoS 200712, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia. [Downloadable!]
  2. OA. Carboni & G. Medda, 2007. "Government Size and the Composition of Public Spending in a Neoclassical Growth Model," Working Paper CRENoS 200701, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia. [Downloadable!]
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