Measuring the performance of Internet companies using a two-stage data envelopment analysis model

In exploring the business operation of Internet companies, few researchers have used data envelopment analysis (DEA) to evaluate their performance. Since the Internet companies have a two-stage production process: marketability and profitability, this study employs a relational two-stage DEA model to assess the efficiency of the 40 dot com firms. The results show that our model performs better in measuring efficiency, and is able to discriminate the causes of inefficiency, thus helping business management to be more effective through providing more guidance to business performance improvement.

[1]  Cheng Hsu,et al.  An industrial network flow information integration model for supply chain management and intelligent transportation , 2007, Enterp. Inf. Syst..

[2]  A. U.S.,et al.  Measuring the efficiency of decision making units , 2003 .

[3]  Honggeng Zhou,et al.  The relationship of strategic business alignment and enterprise information management in achieving better business performance , 2008, Enterp. Inf. Syst..

[4]  Cecilio Mar-Molinero,et al.  Measuring DEA efficiency in Internet companies , 2005, Decis. Support Syst..

[5]  Bruce Chien-Ta Ho,et al.  Measuring dot com efficiency using a combined DEA and GRA approach , 2011, J. Oper. Res. Soc..

[6]  W. Cooper,et al.  DEA evaluations of long- and short-run efficiencies of digital vs. physical product “dot com” companies , 2004 .

[7]  F. Tang,et al.  A polychromatic sets approach to the conceptual design of machine tools , 2005 .

[8]  Andrew W. H. Ip,et al.  Measurement of resilience and its application to enterprise information systems , 2010, Enterp. Inf. Syst..

[9]  John N. Warfield,et al.  Systems science serves enterprise integration: a tutorial , 2007, Enterp. Inf. Syst..

[10]  Ling Li,et al.  The utility of returns to scale in DEA programming: An analysis of Michigan rural hospitals , 2005, Eur. J. Oper. Res..

[11]  John N. Warfield,et al.  Enterprise integration of product development data: systems science in action , 2007, Enterp. Inf. Syst..

[12]  Lida Xu,et al.  A decision support system for product design in concurrent engineering , 2007, Decis. Support Syst..

[13]  W. H. Ip,et al.  Web-ERP : the new generation of enterprise resources planning , 2003 .

[14]  Ling Li,et al.  The effects of information technology implementation on supply chain collaboration , 2006, Int. J. Internet Enterp. Manag..

[15]  Chiang Kao,et al.  Efficiency decomposition in two-stage data envelopment analysis: An application to non-life insurance companies in Taiwan , 2008, Eur. J. Oper. Res..

[16]  Herbert F. Lewis,et al.  Two-Stage DEA: An Application to Major League Baseball , 2003 .

[17]  Li D. Xu,et al.  The contribution of systems science to information systems research , 2000 .