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Cloud adaptiveness within industry sectors – Measurement and observations

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  • Candel Haug, Katharina
  • Kretschmer, Tobias
  • Strobel, Thomas

Abstract

Cloud computing combines established computing technologies and outsourcing advantages into a new ICT paradigm that is generally expected to foster productivity and economic growth. However, despite a series of studies on the drivers of cloud adoption, evidence of its economic effects is lacking, possibly because many of the datasets on cloud computing are of insufficient size and often lack a time dimension as well as precise definitions of cloud computing, thus making them unsuitable for rigorous quantitative analysis. To overcome these limitations, we propose a proxy variable for cloud computing usage—cloud adaptiveness—based on survey panel data from European firms. Observations based on a descriptive analysis suggest three important aspects for further research. First, cloud studies should be conducted at the industry level as cloud computing adaptiveness differs widely across industry sectors. Second, it is important to know what firms do with cloud computing to understand the economic mechanisms and effects triggered by this innovation. And third, cloud adaptiveness is potentially correlated to a firm’s position in the supply chain and thus the type of output it produces as well as the market in which it operates. Our indicator can be employed to further analyze the effects of cloud computing in the context of firm heterogeneity.

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  • Candel Haug, Katharina & Kretschmer, Tobias & Strobel, Thomas, 2016. "Cloud adaptiveness within industry sectors – Measurement and observations," Telecommunications Policy, Elsevier, vol. 40(4), pages 291-306.
  • Handle: RePEc:eee:telpol:v:40:y:2016:i:4:p:291-306
    DOI: 10.1016/j.telpol.2015.08.003
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    1. Dale Jorgenson & Mun Ho & Jon Samuels & Kevin Stiroh, 2007. "Industry Origins of the American Productivity Resurgence," Economic Systems Research, Taylor & Francis Journals, vol. 19(3), pages 229-252.
    2. 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.
    3. Chris Forman & Avi Goldfarb & Shane Greenstein, 2012. "The Internet and Local Wages: A Puzzle," American Economic Review, American Economic Association, vol. 102(1), pages 556-575, February.
    4. Bräuninger, Michael & Haucap, Justus & Stepping, Katharina & Stühmeier, Torben, 2012. "Cloud Computing als Instrument für effiziente IT-Lösungen," HWWI Policy Papers 71, Hamburg Institute of International Economics (HWWI).
    5. Hal R. Varian, 2010. "Computer Mediated Transactions," American Economic Review, American Economic Association, vol. 100(2), pages 1-10, May.
    6. Tobias Kretschmer & Eugenio J. Miravete & Jose C. Pernias, 2012. "Competitive Pressure and the Adoption of Complementary Innovations," American Economic Review, American Economic Association, vol. 102(4), pages 1540-1570, June.
    7. Timothy Bresnahan & Shane Greenstein, 1996. "Technical Progress and Co-invention in Computing and in the Uses of Computers," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 27(1996 Micr), pages 1-83.
    8. Geroski, P. A., 2000. "Models of technology diffusion," Research Policy, Elsevier, vol. 29(4-5), pages 603-625, April.
    9. George SUCIU & Simona HALUNGA & Anca APOSTU & Alexandru VULPE & Gyorgy TODORAN, 2013. "Cloud Computing as Evolution of Distributed Computing – A Case Study for SlapOS Distributed Cloud Computing Platform," Informatica Economica, Academy of Economic Studies - Bucharest, Romania, vol. 17(4), pages 109-122.
    10. Federico Etro, 2011. "The Economics of Cloud Computing," The IUP Journal of Managerial Economics, IUP Publications, vol. 0(2), pages 7-22, May.
    11. Kshetri, Nir, 2013. "Privacy and security issues in cloud computing: The role of institutions and institutional evolution," Telecommunications Policy, Elsevier, vol. 37(4), pages 372-386.
    12. Ilke Van Beveren, 2012. "Total Factor Productivity Estimation: A Practical Review," Journal of Economic Surveys, Wiley Blackwell, vol. 26(1), pages 98-128, February.
    13. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    14. Ergin Bayrak & John P. Conley & Simon Wilkie, 2011. "The Economics of Cloud Computing," Korean Economic Review, Korean Economic Association, vol. 27, pages 203-230.
    15. Jorgenson, Dale W., 2005. "Accounting for Growth in the Information Age," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 10, pages 743-815, Elsevier.
    16. Erik Brynjolfsson & Lorin M. Hitt, 2003. "Computing Productivity: Firm-Level Evidence," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 793-808, November.
    17. Dale W. Jorgenson & Mun S. Ho & Kevin J. Stiroh, 2005. "Productivity, Volume 3: Information Technology and the American Growth Resurgence," MIT Press Books, The MIT Press, edition 1, volume 3, number 0262101114, December.
    18. 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.
    19. Kretschmer, Tobias, 2004. "Upgrading and niche usage of PC operating systems," International Journal of Industrial Organization, Elsevier, vol. 22(8-9), pages 1155-1182, November.
    20. Prajogo, Daniel & Olhager, Jan, 2012. "Supply chain integration and performance: The effects of long-term relationships, information technology and sharing, and logistics integration," International Journal of Production Economics, Elsevier, vol. 135(1), pages 514-522.
    21. Antonio Musolesi & Jean-Pierre Huiban, 2010. "Innovation and productivity in knowledge intensive business services," Journal of Productivity Analysis, Springer, vol. 34(1), pages 63-81, August.
    22. Shy, Oz, 1996. "Technology revolutions in the presence of network externalities," International Journal of Industrial Organization, Elsevier, vol. 14(6), pages 785-800, October.
    23. Alexander Benlian & Thomas Hess & Peter Buxmann, 2009. "Drivers of SaaS-Adoption – An Empirical Study of Different Application Types," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 1(5), pages 357-369, October.
    24. Benlian, Alexander & Hess, Thomas & Buxmann, Peter, 2009. "Drivers of SaaS-Adoption – An Empirical Study of different Application Types," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 36690, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    25. Mack, Elizabeth A. & Rey, Sergio J., 2014. "An econometric approach for evaluating the linkages between broadband and knowledge intensive firms," Telecommunications Policy, Elsevier, vol. 38(1), pages 105-118.
    26. Prasanna Tambe & Lorin M. Hitt, 2012. "The Productivity of Information Technology Investments: New Evidence from IT Labor Data," Information Systems Research, INFORMS, vol. 23(3-part-1), pages 599-617, September.
    27. Gérard P. Cachon & Marshall Fisher, 2000. "Supply Chain Inventory Management and the Value of Shared Information," Management Science, INFORMS, vol. 46(8), pages 1032-1048, August.
    28. Riordan, Michael H. & Williamson, Oliver E., 1985. "Asset specificity and economic organization," International Journal of Industrial Organization, Elsevier, vol. 3(4), pages 365-378, December.
    29. Christopher Yoo, 2011. "Cloud Computing: Architectural and Policy Implications," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 38(4), pages 405-421, June.
    30. 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.
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