IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/65956.html
   My bibliography  Save this paper

Resources on the stage: a firm level analysis of the ict adoption in Turkey

Author

Listed:
  • Fındık, Derya
  • Tansel, Aysit

Abstract

This study examines the impact of firm resources on ICT adoption by the Turkish business enterprises using firm level data. ICT adoption is measured at three levels: The first level is technology ownership. The second level is the presence of enterprise resource planning (ERP) and customer resource management (CRM), and the third level is the use of narrowband and broadband technologies. The effects of the three main features of each technology level, which are complementarity, specificity, and the complexity, are analyzed by using firm level data in Turkey. This study has three main conclusions. As for the complementarity, firm’s resources play an important role in the adoption of technology while advancing from single technology to the multiple ones. Further, in the use of specific technologies such as ERP and CRM, firm resources generate differential effects between those technologies. Finally, the use of simple technologies does not require the same amount of firm resources as complex technologies.

Suggested Citation

  • Fındık, Derya & Tansel, Aysit, 2013. "Resources on the stage: a firm level analysis of the ict adoption in Turkey," MPRA Paper 65956, University Library of Munich, Germany, revised 05 Aug 2014.
    • Handle: RePEc:pra:mprapa:65956
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/65956/1/MPRA_paper_65956.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Battisti, Giuliana & Stoneman, Paul, 2003. "Inter- and intra-firm effects in the diffusion of new process technology," Research Policy, Elsevier, vol. 32(9), pages 1641-1655, October.
    2. Dmitriy Stolyarov & Boyan Jovanovic, 2000. "Optimal Adoption of Complementary Technologies," American Economic Review, American Economic Association, vol. 90(1), pages 15-29, March.
    3. Paul Attewell, 1992. "Technology Diffusion and Organizational Learning: The Case of Business Computing," Organization Science, INFORMS, vol. 3(1), pages 1-19, February.
    4. Geroski, P. A., 2000. "Models of technology diffusion," Research Policy, Elsevier, vol. 29(4-5), pages 603-625, April.
    5. Ayed Mouelhi, Rim Ben, 2009. "Impact of the adoption of information and communication technologies on firm efficiency in the Tunisian manufacturing sector," Economic Modelling, Elsevier, vol. 26(5), pages 961-967, September.
    6. Marianna Makri & Michael A. Hitt & Peter J. Lane, 2010. "Complementary technologies, knowledge relatedness, and invention outcomes in high technology mergers and acquisitions," Strategic Management Journal, Wiley Blackwell, vol. 31(6), pages 602-628, June.
    7. Timothy Dunne, 1994. "Plant Age and Technology Use in US. Manufacturing Industries," RAND Journal of Economics, The RAND Corporation, vol. 25(3), pages 488-499, Autumn.
    8. Hodgkinson, Ann & McPhee, Paul, 2002. "SME Information Sourcing for Innovation and Export Market Development: From Local or External Networks?," Economics Working Papers wp02-08, School of Economics, University of Wollongong, NSW, Australia.
    9. Timothy F. Bresnahan & Erik Brynjolfsson & Lorin M. Hitt, 2002. "Information Technology, Workplace Organization, and the Demand for Skilled Labor: Firm-Level Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(1), pages 339-376.
    10. R.K. Lindner & P.G. Pardey & F.G. Jarrett, 1982. "Distance to Information and the Time Lag to Early Adoption of Trace Element Fertilizers," School of Economics and Public Policy Working Papers 1982-02, University of Adelaide, School of Economics and Public Policy.
    11. Faria, Ana & Fenn, Paul & Bruce, Alistair, 2003. "A Count Data Model of Technology Adoption," The Journal of Technology Transfer, Springer, vol. 28(1), pages 63-79, January.
    12. Lindner, Robert K. & Pardey, Philip G. & Jarrett, Frank G., 1982. "Distance To Information Source And The Time Lag To Early Adoption Of Trace Element Fertilisers," Australian Journal of Agricultural Economics, Australian Agricultural and Resource Economics Society, vol. 26(2), pages 1-16, August.
    13. Silvia Fabiani & Fabiano Schivardi & Sandro Trento, 2005. "ICT adoption in Italian manufacturing: firm-level evidence," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 14(2), pages 225-249, April.
    14. 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.
    15. Davies, Stephen W., 1979. "Inter-firm diffusion of process innovations," European Economic Review, Elsevier, vol. 12(4), pages 299-317, October.
    16. Dale W. Jorgenson & Kevin J. Stiroh, 2000. "Raising the Speed Limit: U.S. Economic Growth in the Information Age," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 31(1), pages 125-236.
    17. Battisti, Giuliana & Iona, Alfonsina, 2009. "The intra-firm diffusion of complementary innovations: Evidence from the adoption of management practices by British establishments," Research Policy, Elsevier, vol. 38(8), pages 1326-1339, October.
    18. Natália Barbosa & Ana Faria, 2008. "Technology adoption: does labour skill matter? Evidence from Portuguese firm-level data," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 35(2), pages 179-194, April.
    19. Massoud Karshenas & Paul L. Stoneman, 1993. "Rank, Stock, Order, and Epidemic Effects in the Diffusion of New Process Technologies: An Empirical Model," RAND Journal of Economics, The RAND Corporation, vol. 24(4), pages 503-528, Winter.
    20. Alessandra Canepa & Paul Stoneman, 2008. "Financial constraints to innovation in the UK: evidence from CIS2 and CIS3," Oxford Economic Papers, Oxford University Press, vol. 60(4), pages 711-730, October.
    21. Boris Lokshin & René Belderbos & Martin Carree, 2008. "The Productivity Effects of Internal and External R&D: Evidence from a Dynamic Panel Data Model," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 70(3), pages 399-413, June.
    22. Danielle Galliano & Pascale Roux & Maryline Filippi, 2001. "Organisational and Spatial Determinants of ICT Adoption: The Case of French Industrial Firms," Environment and Planning A, , vol. 33(9), pages 1643-1663, September.
    23. Spyros Arvanitis & Heinz Hollenstein, 2001. "The Determinants Of The Adoption Of Advanced Manufacturing Technology," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 10(5), pages 377-414.
    24. Christopher Freeman, 1991. "Innovation, Changes of Techno-Economic Paradigm and Biological Analogies in Economics," Revue Économique, Programme National Persée, vol. 42(2), pages 211-232.
    25. Mabert, Vincent A. & Soni, Ashok & Venkataramanan, M. A., 2003. "Enterprise resource planning: Managing the implementation process," European Journal of Operational Research, Elsevier, vol. 146(2), pages 302-314, April.
    26. Ana Faria & Paul Fenn & Alistair Bruce, 2002. "Determinants of adoption of flexible production technologies: Evidence from portuguese manufacturing industry," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 11(6), pages 569-580.
    27. Baldwin, John R. & Diverty, Brent, 1995. "Advanced Technology Use in Canadian Manufacturing Establishments," Analytical Studies Branch Research Paper Series 1995085e, Statistics Canada, Analytical Studies Branch.
    28. Corrocher, Nicoletta & Fontana, Roberto, 2008. "Objectives, obstacles and drivers of ICT adoption: What do IT managers perceive?," Information Economics and Policy, Elsevier, vol. 20(3), pages 229-242, September.
    29. Cohen, Wesley M & Levinthal, Daniel A, 1989. "Innovation and Learning: The Two Faces of R&D," Economic Journal, Royal Economic Society, vol. 99(397), pages 569-596, September.
    30. Derek Bosworth, 1996. "Determinants of the Use of Advanced Technologies," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 3(3), pages 269-293.
    31. Baldwin, John R. & Raffiquzzaman, Mohammed, 1998. "The Determinants of the Adoption Lag for Advanced Manufacturing Technologies," Analytical Studies Branch Research Paper Series 1998117e, Statistics Canada, Analytical Studies Branch.
    32. 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.
    33. Katz, Michael L & Shapiro, Carl, 1986. "Technology Adoption in the Presence of Network Externalities," Journal of Political Economy, University of Chicago Press, vol. 94(4), pages 822-841, August.
    34. John R. Baldwin & David Sabourin, 2002. "Impact of the Adoption of Advanced Information and Communication Technologies on Firm Performance in the Canadian Manufacturing Sector," OECD Science, Technology and Industry Working Papers 2002/1, OECD Publishing.
    35. Spyros Arvanitis, 2005. "Computerization, workplace organization, skilled labour and firm productivity: Evidence for the Swiss business sector," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 14(4), pages 225-249.
    36. Hempell, Thomas, 2003. "Do Computers Call for Training? Firm-level Evidence on Complementarities Between ICT and Human Capital Investments," ZEW Discussion Papers 03-20, ZEW - Leibniz Centre for European Economic Research.
    37. Heinz Hollenstein, 2002. "Determinants of the Adoption of Information and Communication Technologies (ICT)," WIFO Working Papers 183, WIFO.
    38. Riccardo Lucchetti & Alessandro Sterlacchini, 2004. "The Adoption of ICT among SMEs: Evidence from an Italian Survey," Small Business Economics, Springer, vol. 23(2), pages 151-168, September.
    39. Anna Giunta & Francesco Trivieri, 2007. "Understanding the determinants of information technology adoption: evidence from Italian manufacturing firms," Applied Economics, Taylor & Francis Journals, vol. 39(10), pages 1325-1334.
    40. Bruno Cassiman & Reinhilde Veugelers, 2006. "In Search of Complementarity in Innovation Strategy: Internal R& D and External Knowledge Acquisition," Management Science, INFORMS, vol. 52(1), pages 68-82, January.
    41. Baptista, Rui, 2000. "Do innovations diffuse faster within geographical clusters?," International Journal of Industrial Organization, Elsevier, vol. 18(3), pages 515-535, April.
    42. Rosenberg, Nathan, 1972. "Factors affecting the diffusion of technology," Explorations in Economic History, Elsevier, vol. 10(1), pages 3-33.
    43. Tassey, Gregory, 1991. "The functions of technology infrastructure in a competitive economy," Research Policy, Elsevier, vol. 20(4), pages 345-361, August.
    Full references (including those not matched with items on IDEAS)

    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. Fındık, Derya & Tansel, Aysit, 2013. "Resources on the stage: a firm level analysis of the ict adoption in Turkey," MPRA Paper 65956, University Library of Munich, Germany, revised 05 Aug 2014.
    2. Juan M. Gallego & Luis H. Gutiérrez & Sang H. Lee, 2015. "A firm-level analysis of ICT adoption in an emerging economy: evidence from the Colombian manufacturing industries," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 24(1), pages 191-221.
    3. Stefanie Haller & Iulia Siedschlag, 2011. "Determinants of ICT adoption: evidence from firm-level data," Applied Economics, Taylor & Francis Journals, vol. 43(26), pages 3775-3788.
    4. 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.
    5. Stefanie Haller & Iulia Traistaru-Siedschlag, 2007. "The Adoption of ICT: Firm-Level Evidence from Irish Manufacturing Industries," Papers WP204, Economic and Social Research Institute (ESRI).
    6. Giotopoulos, Ioannis & Kontolaimou, Alexandra & Korra, Efthymia & Tsakanikas, Aggelos, 2017. "What drives ICT adoption by SMEs? Evidence from a large-scale survey in Greece," Journal of Business Research, Elsevier, vol. 81(C), pages 60-69.
    7. Heinz Hollenstein & Martin Woerter, 2004. "The Decision to Adopt Internet-based E-Commerce. An Empirical Analysis Based on Swiss Firm-level Data," KOF Working papers 04-89, KOF Swiss Economic Institute, ETH Zurich.
    8. Adel Ben Khalifa, 2022. "Inter- and Intra-firm Diffusion of Technology: the Example of Software, Hardware, and Network Communications Empirical Evidence for Tunisian Manufacturing Firms," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(1), pages 236-263, March.
    9. Bocquet, Rachel & Brossard, Olivier, 2007. "The variety of ICT adopters in the intra-firm diffusion process: Theoretical arguments and empirical evidence," Structural Change and Economic Dynamics, Elsevier, vol. 18(4), pages 409-437, December.
    10. Giuliana Battisti & Heinz Hollenstein & Paul Stoneman & Martin Woerter, 2007. "Inter And Intra Firm Diffusion Of Ict In The United Kingdom (Uk) And Switzerland (Ch) An Internationally Comparative Study Based On Firm-Level Data," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 16(8), pages 669-687.
    11. Stoneman, Paul & Battisti, Giuliana, 2010. "The Diffusion of New Technology," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 2, chapter 0, pages 733-760, Elsevier.
    12. Adel Ben Youssef & Walid Hadhri & Hatem M’henni, 2010. "Intra-Firm Diffusion of Innovation: Evidence from Tunisian SME’s in Matters of Information and Communication Technologies," Working Papers 532, Economic Research Forum, revised 07 Jan 2010.
    13. Danielle Galliano & Luis Orozco, 2011. "The determinants of electronic traceability adoption: a firm‐level analysis of French agribusiness," Agribusiness, John Wiley & Sons, Ltd., vol. 27(3), pages 379-397, June.
    14. Ariel Herbert FAMBEU, 2016. "Déterminants De L’Adoption Des Tic Dans Un Pays En Développement : Une Analyse Économétrique Sur Les Entreprises Industrielles Au Cameroun," Region et Developpement, Region et Developpement, LEAD, Universite du Sud - Toulon Var, vol. 43, pages 159-186.
    15. Natália Barbosa & Ana Faria, 2008. "Technology adoption: does labour skill matter? Evidence from Portuguese firm-level data," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 35(2), pages 179-194, April.
    16. Delera, Michele & Pietrobelli, Carlo & Calza, Elisa & Lavopa, Alejandro, 2022. "Does value chain participation facilitate the adoption of Industry 4.0 technologies in developing countries?," World Development, Elsevier, vol. 152(C).
    17. Rachel BOCQUET (IREGE, IUT-University of Savoie) & Olivier BROSSARD (LEREPS-GRES), 2006. "Information Technologies (IT) Adoption and Localized Knowledge Diffusion: an Empirical Study," Cahiers du GRES (2002-2009) 2006-17, Groupement de Recherches Economiques et Sociales.
    18. Galliano, D. & Roux, P., 2005. "The evolution of the spatial digital divide : from internet adoption to internet use by french industrial firms," Economics Working Paper Archive (Toulouse) 200513, French Institute for Agronomy Research (INRA), Economics Laboratory in Toulouse (ESR Toulouse).
    19. Spyros Arvanitis & Marius Ley, 2013. "Factors Determining the Adoption of Energy-Saving Technologies in Swiss Firms: An Analysis Based on Micro Data," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 54(3), pages 389-417, March.
    20. Juan Jung & Gonzalo Gómez-Bengoechea, 2022. "A literature review on firm digitalization: drivers and impacts," Studies on the Spanish Economy eee2022-20, FEDEA.

    More about this item

    Keywords

    adoption; ict; complementarity; specificity; complexity;
    All these keywords.

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:pra:mprapa:65956. 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: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.html .

    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.