Factors for web mining adoption of B2C firms: Taiwan experience

Abstract This paper focuses on the web mining adoption of small and medium size enterprises (SMEs) in terms of organizational innovation theories. It first examines the current literature of information systems studies and suggests that the context of web mining adoption needs to be taken into account. This paper proposes an analytical model employing a number of internal, external factors, and the stages of web mining adoption. The model explores the relationships influencing the stages of web mining adoption. Empirical testing is based on a sample of 68 B2C firms from Taiwanese SMEs. The results show that firm's Internet strategy, internationalized strategy, and business complexity along with competitive pressure influence on the stage of web mining adoption. The implications of findings for the management of web mining adoption and suggestions for the future study are discussed.

[1]  J. Dutton,et al.  The Adoption of Radical and Incremental Innovations: An Empirical Analysis , 1986 .

[2]  Patrick Y. K. Chau,et al.  A perception-based model for EDI adoption in small businesses using a technology-organization-environment framework , 2001, Inf. Manag..

[3]  T. H. Kwon,et al.  Unifying the fragmented models of information systems implementation , 1987 .

[4]  J. Nunnally Psychometric Theory (2nd ed), New York: McGraw-Hill. , 1978 .

[5]  InduShobha N. Chengalur-Smith,et al.  The initiation and adoption of client-server technology in organizations , 1999, Inf. Manag..

[6]  Timothy James Edwards,et al.  Innovation and Organizational Change: Developments Towards an Interactive Process Perspective , 2000 .

[7]  Heng-Li Yang,et al.  Adoption and implementation of CASE tools in Taiwan , 1999, Inf. Manag..

[8]  R. Daft A Dual-Core Model of Organizational Innovation , 1978 .

[9]  Oswald Jones,et al.  Technology Management in a Mature Firm: Structuration Theory and the Innovation Process , 2000 .

[10]  L. G. Tornatzky,et al.  Innovation characteristics and innovation adoption-implementation: A meta-analysis of findings , 1982, IEEE Transactions on Engineering Management.

[11]  Richard J. Cebula,et al.  Price, quality, and service on the Internet: Sense and nonsense , 2002 .

[12]  S. C. Hui,et al.  Data mining for customer service support , 2000, Inf. Manag..

[13]  Ravi Kalakota,et al.  e-Business 2.0: Roadmap for Success , 2000 .

[14]  Osmar R. Zaïane,et al.  Building virtual web views , 2001, Data Knowl. Eng..

[15]  G. Premkumar,et al.  Adoption of new information technologies in rural small businesses , 1999 .

[16]  Georgios Paliouras,et al.  Discovering user communities on the Internet using unsupervised machine learning techniques , 2002, Interact. Comput..

[17]  Tzu-Chuan Chou,et al.  Managing Strategic IT Investment Decisions , 2005, Encyclopedia of Information Science and Technology.

[18]  Tom R. Burns,et al.  The Management of Innovation. , 1963 .

[19]  Tom Renkema Boekbespreking Farbey, B.; Land, F.; Targett, D.: how to assess your IT investment, a study of methods and practice (Butterworth Heinemann, Oxford, 1993) , 1994 .

[20]  Gio Wiederhold,et al.  Databases , 1984, Computer.

[21]  Daniel G. Dupont,et al.  Out of Site , 1999 .

[22]  Jaana Woiceshyn,et al.  Technology Adoption: Organizational Learning in Oil Firms Jaana Woiceshyn , 2000 .

[23]  E. Rogers,et al.  Diffusion of innovations , 1964, Encyclopedia of Sport Management.

[24]  Abby Ghobadian,et al.  Total quality management in SMEs , 1996 .

[25]  Joyce J. Elam,et al.  Mexican and Swedish Managers´ Perceptions of the Impact of EIS on Organizational Intelligence, Decision Making, and Structure , 1999 .

[26]  Shuliang Li,et al.  GloStra - a hybrid system for developing global strategy and associated Internet strategy , 2001, Ind. Manag. Data Syst..

[27]  Marios C. Angelides,et al.  Implementing the Internet for business: A global marketing opportunity , 1997 .

[28]  Robert G. Fichman,et al.  International Conference on Information Systems ( ICIS ) 1992 INFORMATION TECHNOLOGY DIFFUSION : A REVIEW OF EMPIRICAL RESEARCH , 2017 .

[29]  Lars Kai Hansen,et al.  Webmining: learning from the world wide web , 2002 .

[30]  Varun Grover,et al.  The Initiation, Adoption, and Implementation of Telecommunications Technologies in U.S. Organizations , 1993, J. Manag. Inf. Syst..

[31]  Kar Yan Tam,et al.  Organizational adoption of open systems: a 'technology-push, need-pull' perspective , 2000, Inf. Manag..

[32]  Rajiv Kohli,et al.  Antecedents of B2C Channel Satisfaction and Preference: Validating e-Commerce Metrics , 2002, Inf. Syst. Res..

[33]  P. Swatman,et al.  Small business use of the Internet: Findings from Australian case studies , 1997 .

[34]  John A. Quelch,et al.  Business‐to‐business market making on the Internet , 1997 .

[35]  Frank Land,et al.  How to Assess Your It Investment: A Study of Methods and Practice , 1993 .

[36]  Mary Lou Roberts Expanding the role of the direct marketing database , 1997 .

[37]  Ja Jimme Keizer,et al.  Diagnosing Constraints in Knowledge of SMEs , 1998 .

[38]  E. B. Swanson,et al.  Information systems innovation among organizations , 1994 .

[39]  Sree Nilakanta,et al.  Organizational innovativeness: Exploring the relationship between organizational determinants of innovation, types of innovations, and measures of organizational performance , 1996, Omega.

[40]  Efraim Turban,et al.  Adoption, implementation and use of lotus notes in Singapore , 2000, Int. J. Inf. Manag..

[41]  S. Tamer Cavusgil,et al.  Global strategy: a review and an integrated conceptual framework , 1996 .

[42]  S. Drew Strategic Uses of E-Commerce by SMEs in the East of England , 2003 .

[43]  E. Rogers Diffusion of Innovations , 1962 .

[44]  Charles H. Kriebel,et al.  Information Technologies and Business Value: An Analytic and Empirical Investigation , 1995, Inf. Syst. Res..

[45]  Philip Powell,et al.  Causality in the alignment of information technology and business strategy , 1993, J. Strateg. Inf. Syst..

[46]  Namsik Chang,et al.  Dynamics of Modeling in Data Mining: Interpretive Approach to Bankruptcy Prediction , 1999, J. Manag. Inf. Syst..

[47]  J. Thong,et al.  CEO characteristics, organizational characteristics and information technology adoption in small businesses , 1995 .

[48]  J. Brudney,et al.  The Adoption of Innovation by Smaller Local Governments: The Case of Computer Technology , 1995 .

[49]  R. Zeller,et al.  MARKET PENETRATION AND LOCATIONAL CONFLICT IN FRANCHISE SYSTEMS , 1980 .

[50]  John Bessant,et al.  Small firms, R&D, technology and innovation in the UK: a literature review , 1998 .

[51]  J. Hamill,et al.  The Internet and international marketing , 1997 .

[52]  Oren Etzioni,et al.  The World-Wide Web: quagmire or gold mine? , 1996, CACM.