616
Views
16
CrossRef citations to date
0
Altmetric
Original Articles

The influence of ICT-driven innovation: a comparative study on national innovation efficiency between developed and emerging countries

&
Pages 876-886 | Received 15 Oct 2018, Accepted 25 Jan 2019, Published online: 27 Feb 2019

References

  • Abbasi, F., H. Hojatolah, and S. Haukka. 2011. “Use of Virtual Index for Measuring Efficiency of Innovation Systems: A Cross-Country Study.” International Journal of Technology Management & Sustainable Development 9 (9): 195–212. doi: 10.1386/tmsd.9.3.195_1
  • Acatech. 2013. “Securing the Future of German Manufacturing Industry: Recommendations for Implementing the Strategic Initiative INDUSTRIE 4.0.” Accessed December 21, 2018, from https://en.acatech.de/458/.
  • Adamides, E. D., and N. Karacapilidis. 2006. “Information Technology Support for the Knowledge and Social Processes of Innovation Management.” Technovation 26 (1): 50–59. doi: 10.1016/j.technovation.2004.07.019
  • Balzat, M., and H. Hanusch. 2004. “Recent Trends in the Research on National Innovation Systems.” Journal of Evolutionary Economics 14 (2): 197–210. doi: 10.1007/s00191-004-0187-y
  • Barczak, G., E. J. Hultink, and F. Sultan. 2008. “Antecedents and Consequences of Information Technology Usage in NPD: A Comparison of Dutch and US Companies.” Journal of Product Innovation Management 25 (6): 620–631. doi: 10.1111/j.1540-5885.2008.00326.x
  • Bartels, F. L., R. Koria, and L. Andriano. 2016. “Effectiveness and Efficiency of National Systems of Innovation: a Comparative Analysis of Ghana and Kenya.” African Journal of Science, Technology, Innovation and Development 2016: 1–14.
  • Brynjolfsson, E., L. M. Hitt, and H. H. Kim. 2011. Strength in Numbers: How Does Data-Driven Decision Making Affect Firm Performance?. New York: Social Science Electronic Publishing.
  • Bygstad, B., and H. P. Aanby. 2010. “ICT Infrastructure for Innovation: A Case Study of the Enterprise Service bus Approach.” Information Systems Frontiers 12 (3): 257–265. doi: 10.1007/s10796-009-9169-9
  • Cai, Y. 2011. Factors Affecting the Efficiency of the Bricss’ National Innovation Systems: A Comparative Study Based on DEA and Panel Data Analysis. New York: Social Science Electronic Publishing.
  • Carayannis, E. G., E. Grigoroudis, and Y. Goletsis. 2016. “A Multilevel and Multistage Efficiency Evaluation of Innovation Systems: A Multiobjective DEA Approach.” Expert Systems with Applications 62: 63–80. doi: 10.1016/j.eswa.2016.06.017
  • Chen, C. P., J. L. Hu, and C. H. Yang. 2011. “An International Comparison of R&D Efficiency of Multiple Innovative Outputs: the Role of the National Innovation System.” Innovation 13 (3): 341–360. doi: 10.5172/impp.2011.13.3.341
  • Cullmann, A., J. Schmidtehmcke, and P. Zloczysti. 2010. “R&D Efficiency and Barriers to Entry: a two Stage Semi-Parametric DEA Approach.” Cepr Discussion Papers 64 (1): 176–196.
  • Dosi, G., C. Freeman, R. Nelson, G. Silverberg, and L. Soete. 1988. Technical Change and Economic Theory. London: Pinter Press.
  • Dvir, R., and E. Pasher. 2004. “Innovation Engines for Knowledge Cities: an Innovation Ecology Perspective.” Journal of Knowledge Management 8 (5): 16–27. doi: 10.1108/13673270410558756
  • Edquist, C. 1997. Systems of Innovation: Technologies, Institutions, and Organizations. London: Routledge.
  • Freeman, C. 1982. The Economics of Industrial Innovation. 2nd ed. London: MIT Press.
  • Furman, J. L., M. E. Porter, and S. Stern. 2002. “The Determinants of National Innovative Capacity.” Research Policy 31 (6): 899–933. doi: 10.1016/S0048-7333(01)00152-4
  • Gago, D., and L. Rubalcaba. 2007. “Innovation and ICT in Service Firms: Towards a Multidimensional Approach for Impact Assessment.” Journal of Evolutionary Economics 17 (1): 25–44. doi: 10.1007/s00191-006-0030-8
  • Gobble, M. M. 2013. “Big Data: The Next Big Thing in Innovation.” Research-Technology Management 56 (1): 64–67. doi: 10.5437/08956308X5601005
  • Griliches, Z. 1990. “Patent Statistics as Economic Indicators: A Survey.” Journal of Economic Literature 28 (4): 1661–1707.
  • Grupp, H., and T. Schubert. 2010. “Review and New Evidence on Composite Innovation Indicators for Evaluating National Performance.” Research Policy 39 (1): 67–78. doi: 10.1016/j.respol.2009.10.002
  • Guan, J. C., and K. H. Chen. 2010. “Modeling Macro-R&D Production Frontier Performance: An Application to Chinese Province-Level R&D.” Scientometrics 82 (1): 165–173. doi: 10.1007/s11192-009-0030-1
  • Guan, J. C., and K. H. Chen. 2012. “Modeling the Relative Efficiency of National Innovation Systems.” Research Policy 41 (1): 102–115. doi: 10.1016/j.respol.2011.07.001
  • Guan, J. C., and K. Zuo. 2014. “A Cross-Country Comparison of Innovation Efficiency.” Scientometrics 100 (2): 541–575. doi: 10.1007/s11192-014-1288-5
  • Hilbert, M. 2016. “Big Data for Development: A Review of Promises and Challenges.” Development Policy Review 34 (1): 135–174. doi: 10.1111/dpr.12142
  • Hollanders, H., and F. Celikel-Esser. 2007. Measuring Innovation Efficiency INNO Metrics 2007 Report. European Commission, Brussels.
  • Hu, M. C., and J. A. Mathews. 2005. “National Innovative Capacity in East Asia.” Research Policy 34 (9): 1322–1349. doi: 10.1016/j.respol.2005.04.009
  • Hu, J. L., C. H. Yang, and C. P. Chen. 2014. “R&D Efficiency and the National Innovation System: An International Comparison Using the Distance Function Approach.” Bulletin of Economic Research 66 (1): 55–71. doi: 10.1111/j.1467-8586.2011.00417.x
  • Kawakami, T., S. S. Durmusoglu, and G. Barczak. 2011. “Factors Influencing Information Technology Usage for New Product Development: The Case of Japanese Companies.” Journal of Product Innovation Management 28 (6): 833–847. doi: 10.1111/j.1540-5885.2011.00848.x
  • Kleis, L., P. Chwelos, R. V. Ramirez, and I. Cockburn. 2012. “Information Technology and Intangible Output: The Impact of IT Investment on Innovation Productivity.” Information Systems Research 23 (1): 42–59. doi: 10.1287/isre.1100.0338
  • Kocher, M. G., M. Luptacik, and M. Sutter. 2006. “Measuring Productivity of Research in Economics: A Cross-Country Study Using DEA.” Socio-Economic Planning Sciences 40: 314–332. doi: 10.1016/j.seps.2005.04.001
  • Kontolaimou, A., I. Giotopoulos, and A. Tsakanikas. 2016. “A Typology of European Countries Based on Innovation Efficiency and Technology Gaps: the Role of Early-Stage Entrepreneurship.” Economic Modelling 52: 477-484. doi: 10.1016/j.econmod.2015.09.028
  • Kotsemir, M. 2013. “Measuring national innovation systems efficiency – a review of dea approach.” Hse Working Papers.
  • Lee, H. Y., and Y. T. Park. 2005. “An International Comparison of R&D Efficiency: DEA Approach.” Asian Journal of Technology Innovation 13: 207–222. doi: 10.1080/19761597.2005.9668614
  • Liou, D. Y. 2009. “Two-stage R&D Efficiency Evaluation From the Perspective of National Innovation System.” Portland international Conference on management of Engineering & technology, IEEE.
  • Liu, J. S., W. M. Lu, and H. C. Ho. 2015. “National Characteristics: Innovation Systems From the Process Efficiency Perspective.” R&D Management 45 (4): 317–338.
  • Lundvall, B. A. 2010. National Systems of Innovation: Towards a Theory of Innovation and Interactive Learning. London: Anthem Press.
  • Manyika, J., M. Chui, B. Brown, J. Bughin, R. Dobbs, C. Roxburgh, and A.H. Byers. 2011. Big Data: The Next Frontier for Innovation, Competition, and Productivity. New York: McKinsey & Company.
  • Matei, M. M., and A. Aldea. 2012. “Ranking National Innovation Systems According to Their Technical Efficiency.” Procedia - Social and Behavioral Sciences 62 (1): 968–974. doi: 10.1016/j.sbspro.2012.09.165
  • Moon, H. S., and J. D. Lee. 2005. “A Fuzzy set Theory Approach to National Composite S&T Indices.” Scientometrics 64: 67–83. doi: 10.1007/s11192-005-0238-7
  • Müller, O., M. Fay, and J. Vom Brocke. 2018. “The Effect of big Data and Analytics on Firm Performance: an Econometric Analysis Considering Industry Characteristics.” Journal of Management Information Systems 35 (2): 488–509. doi: 10.1080/07421222.2018.1451955
  • Nambisan, S. 2013. “Information Technology and Product/Service Innovation: A Brief Assessment and Some Suggestions for Future Research.” Journal of the Association for Information Systems 14 (4): 215–226. doi: 10.17705/1jais.00327
  • Nasierowski, W., and F. J. Arcelus. 2003. “On the Efficiency of National Innovation Systems.” Socio-Economic Planning Sciences 37 (3): 215–234. doi: 10.1016/S0038-0121(02)00046-0
  • Nelson, R. R. 1993. National Innovation Systems: a Comparative Analysis. New York: Oxford University Press.
  • Niosi, J. 2002. “National Systems of Innovations are “x-Efficient” (and x-Effective) why Some are Slow Learners.” Research Policy 31 (2): 291–302. doi: 10.1016/S0048-7333(01)00142-1
  • OECD. 2007. " Science, Technology and Industry Scoreboard 2007." Accessed October 28, 2018, https://www.oecd-ilibrary.org/docserver/sti_scoreboard-2007-en.pdf?expires = 1546363301&id = id&accname = guest&checksum = 3077625665CA2271DCAF868BF4DB0C18.
  • OECD. 2015. “Data-Driven Innovation for Growth and Well-Being. What Implications for Governments and Businesses?” Accessed October 30, 2018, from http://www1.oecd.org/sti/ieconomy/PolicyNote-IDI.pdf.
  • OECD. 2017. " Science, Technology and Industry Scoreboard 2017." Accessed October 28, 2018, from https://www.oecd-ilibrary.org/docserver/9789264268821-en.pdf?expires = 1546333328&id = id&accname = guest&checksum = E0A3CD8E37855E76D8C3975C445C94B2.
  • Pan, T. W., S. W. Hung, and W. M. Lu. 2010. “DEA Performance measurement of the national innovation system in Asia and Europe.” Asia-Pacific Journal of Operational Research 27 (3): 369–392. doi: 10.1142/S0217595910002752
  • Pinto, H., and T. Santos Pereira. 2013. “Efficiency of Innovation Systems in Europe: an Institutional Approach to the Diversity of National Profiles.” European Planning Studies 21 (6): 755–779. doi: 10.1080/09654313.2012.665033
  • Schumpeter, J. A. 1934. The Theory of Economic Development. Cambridge: Harvard University Press.
  • Sharma, S., and V. J. Thomas. 2008. “Inter-country R&D Efficiency Analysis: an Application of Data Envelopment Analysis.” Scientometrics 76 (3): 483–501. doi: 10.1007/s11192-007-1896-4
  • Sternitzke, C. 2009. “Defining Triadic Patent Families as a Measure of Technological Strength.” Scientometrics 81 (1): 91–109. doi: 10.1007/s11192-009-1836-6
  • Wang, E. C., and W. C. Huang. 2007. “Relative Efficiency of R & D Activities: A Cross-Country Study Accounting for Environmental Factors in the DEA Approach.” Research Policy 36 (2): 260–273. doi: 10.1016/j.respol.2006.11.004
  • Wang, Y., W. Vanhaverbeke, and N. Roijakkers. 2012. “Exploring the Impact of Open Innovation on National Systems of Innovation a Theoretical Analysis.” Jpen Journal of Parenteral & Enteral Nutrition 79 (3): 419–428.
  • Wei, F. F., N. P. Feng, and K. H. Zhang. 2017. “Innovation Capability and Innovation Talents: Evidence From China Based on a Quantile Regression Approach.” Sustainability 9 (7): 1218–1233. doi: 10.3390/su9071218
  • Xiao, X., C. B. Califf, and S. Sarker. 2013. “. “ICT Innovation in Emerging Economies: a Review of the Existing Literature and a Framework for Future Research.” Journal of Information Technology 28 (4): 264–278. doi: 10.1057/jit.2013.20
  • Yunis, M., A. Tarhini, and A. Kassar. 2018. “The Role of ICT and Innovation in Enhancing Organizational Performance: The Catalysing Effect of Corporate Entrepreneurship.” Journal of Business Research 88: 344–356. doi: 10.1016/j.jbusres.2017.12.030
  • Zhang, X., H. Chen, W. Wang, and P. Ordóñez de Pablos. 2016. “What Is the Role of it in Innovation? a Bibliometric Analysis of Research Development in it Innovation.” Behaviour & Information Technology 35 (12): 1130–1143. doi: 10.1080/0144929X.2016.1212403

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.