Intellectual Capital and Competitive Advantage: An Analysis of the Biotechnology Industry

Authors: Campisi Domenico, Costa Roberta

Abstract:

Intellectual capital measurement is a central aspect of knowledge management. The measurement and the evaluation of intangible assets play a key role in allowing an effective management of these assets as sources of competitiveness. For these reasons, managers and practitioners need conceptual and analytical tools taking into account the unique characteristics and economic significance of Intellectual Capital. Following this lead, we propose an efficiency and productivity analysis of Intellectual Capital, as a determinant factor of the company competitive advantage. The analysis is carried out by means of Data Envelopment Analysis (DEA) and Malmquist Productivity Index (MPI). These techniques identify Bests Practice companies that have accomplished competitive advantage implementing successful strategies of Intellectual Capital management, and offer to inefficient companies development paths by means of benchmarking. The proposed methodology is employed on the Biotechnology industry in the period 2007-2010.

Keywords: Data Envelopment Analysis, Innovation, Intangible assets, Intellectual Capital, Malmquist Productivity Index.

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1333722

References:

[1] R. Costa, "Assessing Intellectual Capital efficiency and productivity: an application to the Italian yacht manufacturing sector," Expert Systems with Applications, vol. 39, pp. 7255-7261, 2012.
[2] G. Capece, and R. Costa, "The new neighbourhood in the internet era: network communities serving local communities," Behaviour and Information Technology, doi: 10.1080/0144929X.2011.610825, 2011.
[3] B. Lev, Intangible assets: values, Measures and Risk, Oxford Management Readers, 2003.
[4] Commission Of The European Communities, Study on the Measurement of Intangible Assets and Associated Reporting Practices, April 2003.
[5] Y.-F. Wen, "An effectiveness measurement model for knowledge management" Knowledge-Based Systems, vol. 22, pp. 363-367, 2009.
[6] K. E. Sveiby, Methods for Measuring Intangible Assets, available from http://www.sveiby.com/articles/IntangibleMethods.htm, 2001-2010.
[7] A. Calabrese, "Service productivity and service quality: A necessary trade-off?" International Journal of Production Economics, vol. 135, pp. 800-812, 2012.
[8] A. Calabrese, and F. Scoglio, "Reframing the past: a new approach in service quality assessment" Total Quality Management & Business Excellence, DOI: 10.1080/14783363.2012.733259, 2012.
[9] D. Campisi, and R. Costa, "A DEA Based Method to Enhance Intellectual Capital Management", Knowledge and Process Management, vol. 15, no. 3, pp. 170-183, 2008.
[10] J.C. Spender, and B. Marr, "How a knowledge-based approach might illuminate the notion of human capital and its measurement" Expert Systems with Applications, vol. 30, pp. 265-271, 2006.
[11] N. Bontis, "Managing organizational knowledge by diagnosing intellectual capital, framing and advancing the state of the field", International Journal of Technology Management, vol. 18, nos. 5-8, pp. 433-62, 1999
[12] S. Zambon, Study on the Measurement of Intangible Assets and Associated Reporting Practices, Brussels: Official Study prepared for the Commission of the European Communities, 2003.
[13] A. Calabrese, R. Costa, T. Menichini, and F. Rosati , "A positioning matrix to assess and to develop CSR strategies" World Academy of Science, Engineering and Technology, vol. 69, pp. 1352-1358, 2012.
[14] R. Costa, and T. Menechini, " A multidimensional approach for CSR assessment: the importance of the stakeholder perception" Expert Systems with Applications, vol. 40, no. 1, pp. 150-161, 2013.
[15] R. Costa, and S. Evangelista, "An AHP approach to assess brand intangible assets" Measuring Business Excellence, vol. 12, no. 2, pp. 68- 78, 2008.
[16] G. Capece, and R. Costa., " Measuring knowledge creation in Virtual Teams through the Social Network Analysis" Knowledge Management Research & Practice, vol. 7, no. 4, pp. 329-336, 2009.
[17] T. Wu, H. Tsai, Cheng K., and Lai M., "Assessment of intellectual capital management in Taiwanese IC design companies: using DEA and the Malmquist productivity index", R&D Management, vol. 36, no.5, pp. 531-545, 2006.
[18] W. M. Lu, W. K. Wang, W. T. Tung, and F. Lin, "Capability and efficiency of intellectual capital: The case of fabless companies in Taiwan", Expert Systems with Applications, vol. 37, pp. 546-555, 2010.
[19] W. Y. Wu, M. L. Chang, and C. W. Chen, "Promoting innovation through the accumulation of intellectual capital, social capital, and entrepreneurial orientation", R&D Management, vol. 38, no. 3, pp. 265- 277, 2008.
[20] A. Charnes, W. W. Cooper, and E. Rhodes, "Measuring the efficiency of decision making units", European Journal of Operational Research, vol. 2, no. 4 , pp. 429-444, 1978.
[21] R. D. Banker, A. Charnes, and W. W. Cooper, "Some models for estimating technical and scale inefficiencies in Data Envelopment Analysis", Management Science, vol. 30, pp. 1078-1092, 1984.
[22] T. J. Coelli, D. S. Prasada Rao, G. E. Battese, An introduction to efficiency and productivity analysis, Boston, Kluwer, 1998
[23] S. Grosskopf, Efficiency and Productivity. In: H.O. Fried, C.A.K. Lovell, and S.S. Schmidt, eds., The Measurement of Productive Efficiency, New York, Oxford University Press, 1993.
[24] R. Fare, S. Grosskopf, M. Norris, and Z. Zhang, Productivity growth, technical change and efficiency change in industrialized countries, American Economic Review, vol. 84, no. 1, pp 66-83, 1994.
[25] Commission of the European Communities, The EU Industrial R&S Investment SCOREBOARDS, 2007-2010, available at http://iri.jrc.ec.europa.eu.
[26] H. C. Huang, M. C. Lai, and T. H. Lin, "Aligning intangible assets to innovation in biopharmaceutical industry", Expert Systems with Applications, vol. 38, pp. 3827-3834, 2012.
[27] M. A. Sastre Castillo, and I. Danvila del Valle, "Human capital and sustainable competitive advantage: an analysis of the relationship between training and performance", International Entrepreneurship and Management Journal, vol. 5, pp. 139-163, 2009.
[28] G. Capece, D. Campisi, "User satisfaction affecting the acceptance of an e-learning platform as a mean for the development of the human capital", Behaviour & Information Technology, DOI: 10.1080/0144929X.2011.630417, 2011.