IDEAS home Printed from https://ideas.repec.org/a/taf/applec/44y2012i14p1749-1763.html
   My bibliography  Save this article

Technical efficiency and ICT investment in Italian manufacturing firms

Author

Listed:
  • Concetta Castiglione

Abstract

The importance of Information and Communication Technologies (ICTs) is a much debated question with extensive literature aimed at understanding the role of ICTs in increasing economic growth, firm productivity and firm efficiency. Different methods to estimate firm efficiency are used in this study. In particular, both the translog and the Cobb--Douglas production functions are used in order to estimate the impact of ICT on Technical Efficiency (TE) in Italian manufacturing firms over the period 1995 to 2003. Results show that ICT investments positively and significantly affected firms’ TE. Moreover, group, size and geographical position have a positive influence on TE. Finally, the results show that older firms are, on average, more efficient than newer ones.

Suggested Citation

  • Concetta Castiglione, 2012. "Technical efficiency and ICT investment in Italian manufacturing firms," Applied Economics, Taylor & Francis Journals, vol. 44(14), pages 1749-1763, May.
  • Handle: RePEc:taf:applec:44:y:2012:i:14:p:1749-1763
    DOI: 10.1080/00036846.2011.554374
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1080/00036846.2011.554374
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1080/00036846.2011.554374?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Bresnahan, Timothy F. & Trajtenberg, M., 1995. "General purpose technologies 'Engines of growth'?," Journal of Econometrics, Elsevier, vol. 65(1), pages 83-108, January.
    2. Robert J. Gordon, 2000. "Does the "New Economy" Measure Up to the Great Inventions of the Past?," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 49-74, Fall.
    3. Paul Schreyer, 2000. "The Contribution of Information and Communication Technology to Output Growth: A Study of the G7 Countries," OECD Science, Technology and Industry Working Papers 2000/2, OECD Publishing.
    4. Susanto Basu & John G. Fernald & Nicholas Oulton & Sylaja Srinivasan, 2004. "The Case of the Missing Productivity Growth, or Does Information Technology Explain Why Productivity Accelerated in the United States but Not in the United Kingdom?," NBER Chapters, in: NBER Macroeconomics Annual 2003, Volume 18, pages 9-82, National Bureau of Economic Research, Inc.
    5. Engelbrecht, Hans-Jurgen & Xayavong, Vilaphonh, 2006. "ICT intensity and New Zealand's productivity malaise: Is the glass half empty or half full?," Information Economics and Policy, Elsevier, vol. 18(1), pages 24-42, March.
    6. Dale W. Jorgenson, 2001. "Information Technology and the U.S. Economy," Higher School of Economics Economic Journal Экономический журнал Высшей школы экономики, CyberLeninka;Федеральное государственное автономное образовательное учреждение высшего образования «Национальный исследовательский университет «Высшая школа экономики», vol. 5(1), pages 3-34.
    7. Schmidt, Peter & Sickles, Robin C, 1984. "Production Frontiers and Panel Data," Journal of Business & Economic Statistics, American Statistical Association, vol. 2(4), pages 367-374, October.
    8. Jovanovic, Boyan & Rousseau, Peter L., 2005. "General Purpose Technologies," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 18, pages 1181-1224, Elsevier.
    9. G Medda & C. Piga, 2004. "R&S e spillover industriali: un'analisi sulle imprese italiane," Working Paper CRENoS 200406, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    10. Stiroh, K.J., 2000. "Investment and Productivity Growth - A Survey from the Neoclassical and New Growth Perspectives," Papers 24, Gouvernement du Canada - Industry Canada;Gouvernement du Canada - Industry Canada.
    11. L. Becchetti & David Bedoya & L. Paganetto, 2003. "ICT Investment, Productivity and Efficiency: Evidence at Firm Level Using a Stochastic Frontier Approach," Journal of Productivity Analysis, Springer, vol. 20(2), pages 143-167, September.
    12. Stephen D. Oliner & Daniel E. Sichel, 2000. "The Resurgence of Growth in the Late 1990s: Is Information Technology the Story?," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 3-22, Fall.
    13. Matteo Bugamelli & Patrizio Pagano, 2004. "Barriers to investment in ICT," Applied Economics, Taylor & Francis Journals, vol. 36(20), pages 2275-2286.
    14. Battese, G E & Coelli, T J, 1995. "A Model for Technical Inefficiency Effects in a Stochastic Frontier Production Function for Panel Data," Empirical Economics, Springer, vol. 20(2), pages 325-332.
    15. James Odeck, 2007. "Measuring technical efficiency and productivity growth: a comparison of SFA and DEA on Norwegian grain production data," Applied Economics, Taylor & Francis Journals, vol. 39(20), pages 2617-2630.
    16. Mercedes Gumbau Albert, 1998. "Regional technical efficiency: a stochastic frontier approach," Applied Economics Letters, Taylor & Francis Journals, vol. 5(11), pages 723-726.
    17. Robert J. Gordon, 2002. "Technology and Economic Performance in the American Economy," NBER Working Papers 8771, National Bureau of Economic Research, Inc.
    18. Gianfranco E. Atzeni & OA Carboni, 2001. "The economic effects of information technology: firm level evidence from the italian case," Working Paper CRENoS 200114, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    19. Kraemer, Kenneth L. & Dedrick, Jason, 1994. "Payoffs from investment in information technology: Lessons from the Asia-Pacific region," World Development, Elsevier, vol. 22(12), pages 1921-1931, December.
    20. Philip Arestis & Georgios Chortareas & Evangelia Desli, 2006. "Technical Efficiency and Financial Deepening in the non-OECD Economies," International Review of Applied Economics, Taylor & Francis Journals, vol. 20(3), pages 353-373.
    21. 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.
    22. Erik Brynjolfsson & Lorin Hitt, 1996. "Paradox Lost? Firm-Level Evidence on the Returns to Information Systems Spending," Management Science, INFORMS, vol. 42(4), pages 541-558, April.
    23. Dirk Pilat, 2005. "The ICT Productivity Paradox: Insights from Micro Data," OECD Economic Studies, OECD Publishing, vol. 2004(1), pages 37-65.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Ren, Siyu & Hao, Yu & Xu, Lu & Wu, Haitao & Ba, Ning, 2021. "Digitalization and energy: How does internet development affect China's energy consumption?," Energy Economics, Elsevier, vol. 98(C).
    2. Marina Rybalka, 2015. "The innovative input mix. Assessing the importance of R&D and ICT investments for firm performance in manufacturing and services," Discussion Papers 801, Statistics Norway, Research Department.
    3. Derya Fındık & Aysıt Tansel, 2013. "Intangible investment and Technical efficiency: The case of software-intensive manufacturing firms in Turkey," EY International Congress on Economics I (EYC2013), October 24-25, 2013, Ankara, Turkey 235, Ekonomik Yaklasim Association.
    4. Concetta Castiglione & Davide Infante & Janna Smirnova, 2018. "Non-trivial Factors as Determinants of the Environmental Taxation Revenues in 27 EU Countries," Economies, MDPI, vol. 6(1), pages 1-20, January.
    5. Martin Andersson & Trudy-Ann Stone, 2017. "Global sourcing and technical efficiency – a firm-level study on the ICT industry in Sweden," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 18(5), pages 877-896, September.
    6. Elstner, Steffen & Grimme, Christian & Kecht, Valentin & Lehmann, Robert, 2022. "The diffusion of technological progress in ICT," European Economic Review, Elsevier, vol. 149(C).
    7. Qamar uz Zaman & M. Kabir Hassan & Arshad Hafiz Muhammad, 2020. "Managerial Efficiency and Corporate Leverage Policy in Pakistan," Asian Academy of Management Journal of Accounting and Finance (AAMJAF), Penerbit Universiti Sains Malaysia, vol. 16(2), pages 25-46.
    8. Graziella Bonanno, 2016. "ICT and R&D as inputs or efficiency determinants? Analysing Italian manufacturing firms (2007–2009)," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 6(3), pages 383-404, December.
    9. Jorge Antonio Rodríguez-Moreno & María Engracia Rochina-Barrachina, 2019. "ICT Use, Investments in R&D and Workers’ Training, Firms’ Productivity and Markups: The Case of Ecuadorian Manufacturing," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 31(4), pages 1063-1106, September.
    10. Luo, Zhengying & Chiu, Yung-Ho & Tang, Lingling & Xu, Yayun & Lu, Ching-Cheng, 2016. "Industrial Enterprises' Innovation Efficiency And The Influence Of Capital Source: Based On Statistical Data Of Industrial Enterprises In Jiangsu Province," Hitotsubashi Journal of Economics, Hitotsubashi University, vol. 57(2), pages 175-193, December.
    11. Bashir, Sadaf & Sadowski, B. M., 2014. "General purpose technologies: A survey, a critique and future research directions," 25th European Regional ITS Conference, Brussels 2014 101443, International Telecommunications Society (ITS).
    12. Aboal, Diego & Tacsir, Ezequiel, 2015. "Innovation and Productivity in Services and Manufacturing: The Role of ICT Investment," IDB Publications (Working Papers) 7381, Inter-American Development Bank.
    13. Castiglione, Concetta & Infante, Davide, 2014. "ICTs and time-span in technical efficiency gains. A stochastic frontier approach over a panel of Italian manufacturing firms," Economic Modelling, Elsevier, vol. 41(C), pages 55-65.
    14. Pieri, Fabio & Vecchi, Michela & Venturini, Francesco, 2018. "Modelling the joint impact of R&D and ICT on productivity: A frontier analysis approach," Research Policy, Elsevier, vol. 47(9), pages 1842-1852.
    15. Castiglione, Concetta & Infante, Davide, 2012. "ICTs and lags in technical efficiency gains. A stochastic frontier approach over a panel of Italian manufacturing firms," MPRA Paper 51071, University Library of Munich, Germany.
    16. Nguyen To The & Anh Nguyen Tuan, 2019. "Efficiency and adoption of organic tea production: Evidence from Vi Xuyen district, Ha Giang province, Vietnam," Asia-Pacific Journal of Regional Science, Springer, vol. 3(1), pages 201-217, February.
    17. Bonanno, Graziella, 2014. "ICT and R&D as inputs or efficiency determinants? Analysing the manufacturing Italian firms over the 2007-2009," MPRA Paper 57640, University Library of Munich, Germany.
    18. Pedersen, Torben & Scedrova, Anna & Grecu, Alina, 2022. "The effects of IT investments and skilled labor on firms’ value added," Technovation, Elsevier, vol. 116(C).
    19. Wen Chen, 2023. "Digital economy development, corporate social responsibility and low‐carbon innovation," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 30(4), pages 1664-1679, July.
    20. Ndubuisi, Gideon & Otioma, Chuks & Owusu, Solomon & Tetteh, Godsway Korku, 2022. "ICTs quality and technical efficiency: An empirical analysis," Telecommunications Policy, Elsevier, vol. 46(10).
    21. Concetta Castiglione & Davide Infante & Marta Zieba, 2018. "Technical efficiency in the Italian performing arts companies," Small Business Economics, Springer, vol. 51(3), pages 609-638, October.
    22. Yakubu Abdul-Salam & Euan Phimister, 2017. "Efficiency Effects of Access to Information on Small-scale Agriculture: Empirical Evidence from Uganda using Stochastic Frontier and IRT Models," Journal of Agricultural Economics, Wiley Blackwell, vol. 68(2), pages 494-517, June.
    23. Derya Findik & Aysit Tansel, 2015. "​ Intangible Investment and Technical Efficiency: The Case of Software-Intensive Manufacturing Firms in Turkey," Working Papers 2015/11, Turkish Economic Association.
    24. Won-Sik Hwang & Ho-Sung Kim, 2022. "Does the adoption of emerging technologies improve technical efficiency? Evidence from Korean manufacturing SMEs," Small Business Economics, Springer, vol. 59(2), pages 627-643, August.
    25. Diego Aboal & Ezequiel Tacsir, 2018. "Innovation and productivity in services and manufacturing: the role of ICT," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 27(2), pages 221-241.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Liao, Hailin & Wang, Bin & Li, Baibing & Weyman-Jones, Tom, 2016. "ICT as a general-purpose technology: The productivity of ICT in the United States revisited," Information Economics and Policy, Elsevier, vol. 36(C), pages 10-25.
    2. Castiglione, Concetta & Infante, Davide, 2014. "ICTs and time-span in technical efficiency gains. A stochastic frontier approach over a panel of Italian manufacturing firms," Economic Modelling, Elsevier, vol. 41(C), pages 55-65.
    3. Federico Biagi, 2013. "ICT and Productivity: A Review of the Literature," JRC Working Papers on Digital Economy 2013-09, Joint Research Centre.
    4. Sang-Yong Tom Lee & Xiao Jia Guo, 2004. "Information and Communications Technology (ICT) and Spillover: A Panel Analysis," Econometric Society 2004 Far Eastern Meetings 722, Econometric Society.
    5. Oliner, Stephen D. & Sichel, Daniel E. & Stiroh, Kevin J., 2008. "Explaining a productive decade," Journal of Policy Modeling, Elsevier, vol. 30(4), pages 633-673.
    6. John G. Fernald, 2015. "Productivity and Potential Output before, during, and after the Great Recession," NBER Macroeconomics Annual, University of Chicago Press, vol. 29(1), pages 1-51.
    7. Lach, Saul & Trajtenberg, Manuel & Shiff, Gil, 2008. "Together but Apart: ICT and Productivity Growth in Israel," CEPR Discussion Papers 6732, C.E.P.R. Discussion Papers.
    8. Gianfranco E. Atzeni & Oliviero A. Carboni, 2006. "The Effects of Subsidies on Investment: an Empirical Evaluation on ICT in Italy," Revue de l'OFCE, Presses de Sciences-Po, vol. 97(5), pages 279-302.
    9. Chou, Yen-Chun & Hao-Chun Chuang, Howard & Shao, Benjamin B.M., 2014. "The impacts of information technology on total factor productivity: A look at externalities and innovations," International Journal of Production Economics, Elsevier, vol. 158(C), pages 290-299.
    10. Castiglione, Concetta & Infante, Davide, 2012. "ICTs and lags in technical efficiency gains. A stochastic frontier approach over a panel of Italian manufacturing firms," MPRA Paper 51071, University Library of Munich, Germany.
    11. Atzeni, Gianfranco E. & Carboni, Oliviero A., 2006. "ICT productivity and firm propensity to innovative investment: Evidence from Italian microdata," Information Economics and Policy, Elsevier, vol. 18(2), pages 139-156, June.
    12. J. Bradford DeLong, 2002. "Do We Have a "New" Macroeconomy?," NBER Chapters, in: Innovation Policy and the Economy, Volume 2, pages 163-184, National Bureau of Economic Research, Inc.
    13. Sophia P. Dimelis & Sotiris K. Papaioannou, 2011. "Technical Efficiency and the Role of ICT: A Comparison of Developed and Developing Countries," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 47(0), pages 40-53, July.
    14. Harald Edquist & Magnus Henrekson, 2006. "Technological Breakthroughs and Productivity Growth," Research in Economic History, in: Research in Economic History, pages 1-53, Emerald Group Publishing Limited.
    15. Sadaf Bashir & Bert Sadowski, 2014. "General Purpose Technologies: A Survey, a Critique and Future Research Directions," Working Papers 14-02, Eindhoven Center for Innovation Studies, revised Feb 2014.
    16. Luca Casolaro & Giorgio Gobbi, 2004. "Information technology and productivity changes in the Italian banking industry," Temi di discussione (Economic working papers) 489, Bank of Italy, Economic Research and International Relations Area.
    17. Aboal D. & Tacsir E., 2015. "Innovation and productivity in services and manufacturing : The role of ICT investment," MERIT Working Papers 2015-012, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    18. S J Ho & S K Mallick, 2010. "The impact of information technology on the banking industry," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 61(2), pages 211-221, February.
    19. Pierre-Alain Muet, 2006. "Impacts économiques de la révolution numérique," Revue économique, Presses de Sciences-Po, vol. 57(3), pages 347-375.
    20. Oliner, Stephen D. & Sichel, Daniel E., 2003. "Information technology and productivity: where are we now and where are we going?," Journal of Policy Modeling, Elsevier, vol. 25(5), pages 477-503, July.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:taf:applec:44:y:2012:i:14:p:1749-1763. See general information about how to correct material in RePEc.

    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 CitEc recognized a bibliographic reference but did not link an item in RePEc 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 RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Chris Longhurst (email available below). General contact details of provider: http://www.tandfonline.com/RAEC20 .

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

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.