How to cite this paper
İnel, M. (2019). An empirical study on measurement of efficiency of digital transformation by using data envelopment analysis.Management Science Letters , 9(4), 549-556.
Refrences
Aksu, E.Ö. & Gencer, C.T. (2018). Veri Zarflama Analizi İle Oecd Ülkelerinin Çevre Performansının İncelenmesi. International Journal of Economic and Administrative Studies, (18. EYİ Özel Sayısı) 191-205.
Angeriz, A., Mccombie, J. & Roberts, M. (2006). Productivity, efficiency and technological change in European Union Regional manufacturing: A data envelopment analysis approach. The Manchester School, 74(4), 500-525.
Balyer, A., & Öz, Ö. (2018) Academicians’ views on digital transformation in education. International Online Journal of Education and Teaching, 5(4), 809-830.
Banker, R.D., Charnes, A., & Cooper, W.W (1984). Some models for estimating technical and scale in-efficiencies in data envelopment analysis. Management Science, 30(9), 1078-1092.
Berman, S. J. (2012). Digital transformation: Opportunities to create new business models. Strategy & Leadership, 40(2), 16-24.
Bouwman, H., Nikou, S., Molina-Castillo, F.J. & de Reuver, M. (2018). The impact of digitalization on business models. Digital Policy, Regulation and Governance, 20(2), 105-124.
Ceccobelli, M., Gitto, S. & Mancuso, P. (2012). ICT Capital and labour productivity growth: A non-parametric analysis of 14 OECD countries. Telecommunications Policy, 36, 282-292.
Charnes, A., Cooper, W.W., & Rhodes, E. (1978). Measuring the efficiency of decision making units. European Journal of Operational Research, 2, 429-444.
Chodakowska, E., & Nazarko, J. (2017) Environmental DEA method for assessing productivity of Eu-ropean countries. Technological and Economic Development of Economy, 23(4), 589-607.
Cooper, W.W., Seiford, L. M., & Tone, K. (2007). Data Envelopment Analysis A Comprehensive Text with Models, Applications, References and DEA-Solver Software. USA: Springer
Cooper, W.W., Seiford, L. M., & Zhu, J. (2011). Data Envelopment Analysis: History, Models and In-terpretations. In: Cooper W.W. , Seiford L. M. & Zhu J. (Eds.) Handbook on Data Envelopment Analysis. Springer USA, pp. 1-40
Digital Transformation Scoreboard (2018). EU businesses go digital: Opportunities, Outcomes and Up-take, Publications Office of the European Union, 2018
El-Darwiche, B., Singh, M., & Ganediwalla, S. (2012). Digitalization and prosperity. Strategy Business, 68, 2-10.
Farrell, M. J. (1957). The measurement of productive efficiency. Journal of the Royal Statistical Socie-ty, Series A, 120(3) 253-290.
Filippetti, A., & Peyrache, A. (2015). Labour productivity and technology gap in European regions: A conditional frontier approach. Regional Studies, 49(4), 532-554
Kaynar, O., Zontul, M. & Bircan, H. (2005) Veri Zarflama Analizi İle Oecd Ülkelerinin Tele-komünikasyon Sektörlerinin Etkinliğinin Ölçülmesi. C.Ü. İktisadi ve İdari Bilimler Dergisi, 6(1), 37-57
Chetty, K., Qigui, L., Gcora, N., Josie, J., Wenwei, L., & Fang, C. (2018). Bridging the digital divide: measuring digital literacy. Economics: The Open-Access, Open-Assessment E-Journal, 12(2018-23), 1-20.
Kumar, S., & Russell, R. R. (2002). Technological change, technological catch-up, and capital deepen-ing: relative contributions to growth and convergence. American Economic Review, 92(3), 527-548.
Li, L., Su, F., Zhang, W., & Mao, J. Y. (2018). Digital transformation by SME entrepreneurs: A capabil-ity perspective. Information Systems Journal, 28(6), 1129-1157.
Loonam, J., Eaves, S., Kumar, V., & Parry, G. (2018). Towards digital transformation: Lessons learned from traditional organizations. Strategic Change, 27(2), 101-109.
Majchrzak, A., Markus, M. L., & Wareham, J. (2016). Designing for digital transformation: Lessons for information systems research from the study of ICT and societal challenges. MIS Quarterly, 40(2), 267-277.
Mehrabian, S., Alirezaee, M. R., & Jahanshahloo, G. R. (1999). A complete efficiency ranking of deci-sion making units in data envelopment analysis. Computational optimization and applications, 14(2), 261-266.
Melao, N. (2005). Data envelopment analysis revisited: a neophyte's perspective. International Journal of Management and Decision Making, 6(2), 158-179.
Mitrović, Đ. (2015). Broadband adoption, digital divide, and the global economic competitiveness of Western Balkan countries. Economic Annals, 60(207), 95-115.
Motta, G. (2016) The Impact of Digitalization on Socio-economic Development: An Analysis at the Eu-ropean and Italian Levels (Thesis) Politecnico Di Milano School of Industrial and Information Engi-neering,
Raab, R. A., & Kotamraju, P. (2006). The efficiency of the high-tech economy: Conventional develop-ment indexes versus: A performance index. Journal of Regional Science, 46(3), 545-562.
Reddy, S., & Reinartz, W. (2017). Digital transformation and value creation: Sea change ahead. Value in the Digital Era, 9(1), 11-17.
Schallmo, D., Williams, C. A., & Boardman, L. (2017). Digital transformation of business models — Best practice, enablers and roadmap. International Journal of Innovation Management, 21(8), 1-17.
Schwarzmüller, T., Brosi, P., Duman, D. & Welpe, I.M. (2018). How does the digital transformation af-fect organizations? Key themes of change in work design and leadership. Management Revue, 29(2), 114-138.
Shim, W., & Kantor, P.B. (1999). Evaluation of digital libraries: A DEA approach. Proceedings of the ASIS Annual Meeting, 36, 5-15
UNCTAD (2017). Information Economy Report 2017 Digitalization, Trade And Development, United Nations Conference on Trade and Development.
Westerman, G., Calméjane, C., Bonnet, D., Ferraris, P., & McAfee, A. (2011). Digital Transformation: A roadmap for billion-dollar organizations. MIT Center for Digital Business and Capgemini Consulting, 1-68.
Angeriz, A., Mccombie, J. & Roberts, M. (2006). Productivity, efficiency and technological change in European Union Regional manufacturing: A data envelopment analysis approach. The Manchester School, 74(4), 500-525.
Balyer, A., & Öz, Ö. (2018) Academicians’ views on digital transformation in education. International Online Journal of Education and Teaching, 5(4), 809-830.
Banker, R.D., Charnes, A., & Cooper, W.W (1984). Some models for estimating technical and scale in-efficiencies in data envelopment analysis. Management Science, 30(9), 1078-1092.
Berman, S. J. (2012). Digital transformation: Opportunities to create new business models. Strategy & Leadership, 40(2), 16-24.
Bouwman, H., Nikou, S., Molina-Castillo, F.J. & de Reuver, M. (2018). The impact of digitalization on business models. Digital Policy, Regulation and Governance, 20(2), 105-124.
Ceccobelli, M., Gitto, S. & Mancuso, P. (2012). ICT Capital and labour productivity growth: A non-parametric analysis of 14 OECD countries. Telecommunications Policy, 36, 282-292.
Charnes, A., Cooper, W.W., & Rhodes, E. (1978). Measuring the efficiency of decision making units. European Journal of Operational Research, 2, 429-444.
Chodakowska, E., & Nazarko, J. (2017) Environmental DEA method for assessing productivity of Eu-ropean countries. Technological and Economic Development of Economy, 23(4), 589-607.
Cooper, W.W., Seiford, L. M., & Tone, K. (2007). Data Envelopment Analysis A Comprehensive Text with Models, Applications, References and DEA-Solver Software. USA: Springer
Cooper, W.W., Seiford, L. M., & Zhu, J. (2011). Data Envelopment Analysis: History, Models and In-terpretations. In: Cooper W.W. , Seiford L. M. & Zhu J. (Eds.) Handbook on Data Envelopment Analysis. Springer USA, pp. 1-40
Digital Transformation Scoreboard (2018). EU businesses go digital: Opportunities, Outcomes and Up-take, Publications Office of the European Union, 2018
El-Darwiche, B., Singh, M., & Ganediwalla, S. (2012). Digitalization and prosperity. Strategy Business, 68, 2-10.
Farrell, M. J. (1957). The measurement of productive efficiency. Journal of the Royal Statistical Socie-ty, Series A, 120(3) 253-290.
Filippetti, A., & Peyrache, A. (2015). Labour productivity and technology gap in European regions: A conditional frontier approach. Regional Studies, 49(4), 532-554
Kaynar, O., Zontul, M. & Bircan, H. (2005) Veri Zarflama Analizi İle Oecd Ülkelerinin Tele-komünikasyon Sektörlerinin Etkinliğinin Ölçülmesi. C.Ü. İktisadi ve İdari Bilimler Dergisi, 6(1), 37-57
Chetty, K., Qigui, L., Gcora, N., Josie, J., Wenwei, L., & Fang, C. (2018). Bridging the digital divide: measuring digital literacy. Economics: The Open-Access, Open-Assessment E-Journal, 12(2018-23), 1-20.
Kumar, S., & Russell, R. R. (2002). Technological change, technological catch-up, and capital deepen-ing: relative contributions to growth and convergence. American Economic Review, 92(3), 527-548.
Li, L., Su, F., Zhang, W., & Mao, J. Y. (2018). Digital transformation by SME entrepreneurs: A capabil-ity perspective. Information Systems Journal, 28(6), 1129-1157.
Loonam, J., Eaves, S., Kumar, V., & Parry, G. (2018). Towards digital transformation: Lessons learned from traditional organizations. Strategic Change, 27(2), 101-109.
Majchrzak, A., Markus, M. L., & Wareham, J. (2016). Designing for digital transformation: Lessons for information systems research from the study of ICT and societal challenges. MIS Quarterly, 40(2), 267-277.
Mehrabian, S., Alirezaee, M. R., & Jahanshahloo, G. R. (1999). A complete efficiency ranking of deci-sion making units in data envelopment analysis. Computational optimization and applications, 14(2), 261-266.
Melao, N. (2005). Data envelopment analysis revisited: a neophyte's perspective. International Journal of Management and Decision Making, 6(2), 158-179.
Mitrović, Đ. (2015). Broadband adoption, digital divide, and the global economic competitiveness of Western Balkan countries. Economic Annals, 60(207), 95-115.
Motta, G. (2016) The Impact of Digitalization on Socio-economic Development: An Analysis at the Eu-ropean and Italian Levels (Thesis) Politecnico Di Milano School of Industrial and Information Engi-neering,
Raab, R. A., & Kotamraju, P. (2006). The efficiency of the high-tech economy: Conventional develop-ment indexes versus: A performance index. Journal of Regional Science, 46(3), 545-562.
Reddy, S., & Reinartz, W. (2017). Digital transformation and value creation: Sea change ahead. Value in the Digital Era, 9(1), 11-17.
Schallmo, D., Williams, C. A., & Boardman, L. (2017). Digital transformation of business models — Best practice, enablers and roadmap. International Journal of Innovation Management, 21(8), 1-17.
Schwarzmüller, T., Brosi, P., Duman, D. & Welpe, I.M. (2018). How does the digital transformation af-fect organizations? Key themes of change in work design and leadership. Management Revue, 29(2), 114-138.
Shim, W., & Kantor, P.B. (1999). Evaluation of digital libraries: A DEA approach. Proceedings of the ASIS Annual Meeting, 36, 5-15
UNCTAD (2017). Information Economy Report 2017 Digitalization, Trade And Development, United Nations Conference on Trade and Development.
Westerman, G., Calméjane, C., Bonnet, D., Ferraris, P., & McAfee, A. (2011). Digital Transformation: A roadmap for billion-dollar organizations. MIT Center for Digital Business and Capgemini Consulting, 1-68.