Building the measurement framework of technology efficiency with technology development and management capability - Evidence from the ASEAN countries

Research highlights? We present a research framework with data envelopment analysis (DEA) approach to evaluate a nation's technology efficiency and effectiveness in ASEAN countries. ? We found that country has better outcome in patents and licenses can be derived from better application in ICT which in terms of technology exports to R&D and governance capability as well. ? Additional findings also revealed the variable of ICT is mainly advantageous to technology efficiency in ASEAN countries. ? From the country viewpoint, Singapore and the Philippines are the most efficient countries among the variables in technology efficiency, scale efficiency, and window analysis as well. In this paper, we present a research framework with data envelopment analysis (DEA) approach to evaluate a nation's technology efficiency and effectiveness in ASEAN countries. The study proposes two outputs, patents and licenses (PL) and technology exports (TE) along with three inputs, information and communication technology (ICT), R&D (RD), and governance capability (GC) in the model. Building on evidence from our research, we found that country has better outcome in PL can be derived from better application in ICT which in terms of TE to RD and GC as well. Additional findings also revealed the variable of ICT is mainly advantageous to technology efficiency in ASEAN countries. Further, from the viewpoint of country, our results indicate both Singapore and the Philippines are the most efficient countries among the variables in technology efficiency, scale efficiency, and window analysis as well. Moreover, our findings suggested some other countries may explore the suitable strategy to enhance their technology efficiency with benchmarking countries.

[1]  Sakiko Fukuda-Parr,et al.  Measuring the Technology Achievement of Nations and the Capacity to Participate in the Network Age , 2002 .

[2]  D. Teece Capturing Value from Knowledge Assets: The New Economy, Markets for Know-How, and Intangible Assets , 1998 .

[3]  F. Ülengin,et al.  A power-based measurement approach to specify macroeconomic competitiveness of countries , 2002 .

[4]  Alain Verbeke,et al.  The generalized double diamond approach to international competitiveness , 1995 .

[5]  A. Colecchia,et al.  ICT Investment and Economic Growth in the 1990s: Is the United States a Unique Case? A Comparative Study of Nine OECD Countries , 2002 .

[6]  C. Prahalad,et al.  The Core Competence of the Corporation , 1990 .

[7]  Wei Zhang,et al.  An intelligent management system for technology management , 2000 .

[8]  Abraham Charnes,et al.  Measuring the efficiency of decision making units , 1978 .

[9]  Daniele Archibugi,et al.  A New Indicator of Technological Capabilities for Developed and Developing Countries (Arco) , 2004 .

[10]  C. Prahalad,et al.  The core competence of the corporation’, Harvard Business Review, Vol. pp. . , 1990 .

[11]  Michael Norman,et al.  Data Envelopment Analysis: The Assessment of Performance , 1991 .

[12]  G. Dosi,et al.  Technical Change and Economic Theory , 1989 .

[13]  Saik Yoon Chin Diverging information societies of the Asia Pacific , 2005 .

[14]  Abraham Charnes,et al.  Sensitivity and stability analysis in dea , 1984, Ann. Oper. Res..

[15]  A. Charnes,et al.  Data Envelopment Analysis Theory, Methodology and Applications , 1995 .

[16]  D. Archibugi,et al.  Measuring technological capabilities at the country level: A survey and a menu for choice , 2005 .

[17]  M. Farrell The Measurement of Productive Efficiency , 1957 .

[18]  Ronald Rousseau,et al.  Data envelopment analysis as a tool for constructing scientometric indicators , 1997, Scientometrics.

[19]  P. Williamson,et al.  Related diversification, core competences and corporate performance , 2007 .

[20]  Tai-Yue Wang,et al.  The role of technology development in national competitiveness - Evidence from Southeast Asian countries , 2007 .

[21]  Bengt-Åke Lundvall,et al.  National Systems of Innovation: towards a theory of innovation and interactive learning London: Pint , 1995 .

[22]  C. Freeman Economics of Industrial Innovation , 1975 .

[23]  A. N. Link,et al.  Economic performance measures for evaluating government-sponsored research , 1996, Scientometrics.

[24]  M. Schulz THE UNCERTAIN RELEVANCE OF NEWNESS: ORGANIZATIONAL LEARNING AND KNOWLEDGE FLOWS , 2001 .

[25]  Eunice Hsiao-hui Wang,et al.  ICT and economic development in Taiwan: analysis of the evidence , 1999 .

[26]  A. Charnes,et al.  Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis , 1984 .

[27]  Daniele Archibugi,et al.  THE TECHNOLOGICAL PERFORMANCE OF EUROPE IN A GLOBAL SETTING , 2001 .

[28]  Zeger Degraeve,et al.  Een vergelijkende prestatiestudie van de departementen van de Katholieke Universiteit Leuven , 1996 .

[29]  R. Nelson,et al.  National Innovation Systems , 1993 .

[30]  Timo Hämäläinen,et al.  National Competitiveness and Economic Growth: The Changing Determinants of Economic Performance in the World Economy , 2003 .

[31]  Dave Ulrich,et al.  Organizational capability: creating competitive advantage , 1991 .

[32]  Shaker A. Zahra,et al.  The changing rules of global competitiveness in the 21st century , 1999 .

[33]  Yuan Li,et al.  A methodology for competitive advantage analysis and strategy formulation: An example in a transitional economy , 1999, Eur. J. Oper. Res..

[34]  Carl J. Dahlman National systems supporting technical advance in industry : the Brazilian experience , 1990 .

[35]  M. Porter The Competitive Advantage Of Nations , 1990 .

[36]  H. Gemünden,et al.  The impact of a company's business strategy on its technological competence, network competence and innovation success , 2004 .

[37]  Alan M. Rugman Research in Global Strategic Management , 1991 .

[38]  J. Church Human Development Report , 2001 .

[39]  Alan L. Porter,et al.  Anticipating the future high-tech competitiveness of nations: Indicators for twenty-eight countries☆ , 1996 .