Developing new products with knowledge management methods and process development management in a network

When managing the problem of new product development (NPD), a firm needs to cooperate with or compete with its strategic partners in a network to survive in the industry. This paper first discusses the critical success factors (CSF) of NPD in a network, and then simplifies 37 CSFs into 10 items within 3 groups by factor analysis and Delphi method. While analytic hierarchy process (AHP) is capable of dealing with the NPD managerial problems by generalizing subjective judgment of experts, it cannot deal with the inter-relationship among factors or the usually imprecise and vague human judgment. To compensate this deficiency, analytic network process (ANP) incorporated with sensitivity analysis, instead of the popular fuzzy AHP model, is proposed, and a firm can make a decisive evaluation by applying the model. However, developing new products with strategic partners in a network is positively associated with efficiency and effectiveness and negatively with innovation. In order to lead a firm to operate efficiently, effectively and innovatively, the product lifecycle management (PLM) including suitable knowledge management (KM) and process development management is advised for the execution of the selected NPD mix. Balanced scorecard (BSC) using ANP with sensitivity analysis is then suggested to demonstrate the effectiveness of the proposed procedure and models.

[1]  C. Prahalad,et al.  The new meaning of quality in the information age. , 1999, Harvard business review.

[2]  E. Naveh,et al.  Do personal characteristics and cultural values that promote innovation, quality, and efficiency compete or complement each other? , 2004 .

[3]  M. Carree,et al.  Cooperative R&D and Firm Performance , 2004 .

[4]  Daniel A. Levinthal,et al.  The myopia of learning , 1993 .

[5]  武石 彰 Bridging inter-and intra-firm boundaries : management of supplier involvement in automobile product development , 1998 .

[6]  G. Farris,et al.  Knowledge Management in Research and Development , 2001 .

[7]  E. Carayannis,et al.  Profiling a methodology for economic growth and convergence: learning from the EU e-procurement experience for central and eastern European countries , 2005 .

[8]  Mike Danilovic,et al.  A tentative framework for analyzing integration in collaborative manufacturing network settings : A case study , 2005 .

[9]  Shyi-Ming Chen,et al.  Evaluating weapon systems using fuzzy arithmetic operations , 1996, Fuzzy Sets Syst..

[10]  M. Bohanec,et al.  The Analytic Hierarchy Process , 2004 .

[11]  Mary J. Benner,et al.  Process Management and Technological Innovation: A Longitudinal Study of the Photography and Paint Industries , 2002 .

[12]  I. Nonaka,et al.  SECI, Ba and Leadership: a Unified Model of Dynamic Knowledge Creation , 2000 .

[13]  Mark E. Ferguson,et al.  PRODUCTION AND OPERATIONS MANAGEMENT , 2008 .

[14]  Christoph H. Loch,et al.  Dynamic Portfolio Selection of NPD Programs Using Marginal Returns , 2002, Manag. Sci..

[15]  P. Conceição,et al.  Innovative science and technology commercialization strategies at 3M: a case study , 2002 .

[16]  Hongyi Sun,et al.  Critical success factors for new product development in Hong Kong toy industry , 2001, PICMET '01. Portland International Conference on Management of Engineering and Technology. Proceedings Vol.1: Book of Summaries (IEEE Cat. No.01CH37199).

[17]  Keith C. C. Chan,et al.  A new fuzzy approach to improve fashion product development , 2006, Comput. Ind..

[18]  T. Saaty,et al.  Dependence and independence: From linear hierarchies to nonlinear networks , 1986 .

[19]  Bhanu S. Ragu-Nathan,et al.  Development and validation of a measurement instrument for studying supply chain management practices , 2005 .

[20]  Thomas L. Saaty,et al.  Decision making with dependence and feedback : the analytic network process : the organization and prioritization of complexity , 1996 .

[21]  Chian-Son Yu,et al.  A GP-AHP method for solving group decision-making fuzzy AHP problems , 2002, Comput. Oper. Res..

[22]  Rachel Cooper,et al.  New product development practices in American and British firms , 2000 .

[23]  Fredrik Von Corswant,et al.  Coordinating customers and proactive suppliers: A case study of supplier collaboration in product development , 2002 .

[24]  Andrea L. Larson Network Dyads in Entrepreneurial Settings: A Study of the Governance of Exchange Relationships , 1992 .

[25]  Patrik Nilsson,et al.  Managing stakeholder requirements in a product modelling system , 2006, Comput. Ind..

[26]  Anja Schulze,et al.  How to Support Knowledge Creation in New Product Development:: An Investigation of Knowledge Management Methods , 2005 .

[27]  I. Nonaka,et al.  The Knowledge Creating Company , 2008 .

[28]  Yongsheng Ma,et al.  Towards unified modelling of product life-cycles , 2006, Comput. Ind..

[29]  Don E. Kash,et al.  Patterns of innovating complex technologies: a framework for adaptive network strategies , 2000 .

[30]  Yasutaka Kainuma,et al.  A multiple attribute utility theory approach to lean and green supply chain management , 2006 .

[31]  Tarek M. Khalil,et al.  Management of Technology , 1999 .

[32]  Joseph Sarkis,et al.  Analyzing organizational project alternatives for agile manufacturing processes: An analytical network approach , 1999 .

[33]  R. Cooper,et al.  Best Practices for Managing R&D Portfolios , 1998 .

[34]  Eitan Naveh,et al.  The effect of integrated product development on efficiency and innovation , 2005 .

[35]  Ikujiro Nonaka,et al.  Ba and Leadership : a Uni ® ed Model of Dynamic Knowledge Creation , 2000 .

[36]  Da Ruan,et al.  Quality function deployment implementation based on analytic network process with linguistic data: An application in automotive industry , 2005, J. Intell. Fuzzy Syst..

[37]  K. Eisenhardt,et al.  The Art of Continuous Change : Linking Complexity Theory and Time-Paced Evolution in Relentlessly Shifting Organizations , 1997 .

[38]  Jeffrey L. Ringuest,et al.  Mean-Gini analysis in R&D portfolio selection , 2004, Eur. J. Oper. Res..

[39]  Barbara Becker,et al.  Choosing Research Priorities by Using the Analytic Hierarchy Process: An Application to International Agriculture , 2004 .

[40]  K. Eisenhardt,et al.  Competing on the Edge: Strategy as Structured Chaos , 1998 .

[41]  Craig Lawson,et al.  THE APPLICATION OF A NEW RESEARCH AND DEVELOPMENT PROJECT SELECTION MODEL IN SMES , 2006 .

[42]  L. Argote Organizational Learning: Creating, Retaining and Transferring Knowledge , 1999 .

[43]  J Bowe,et al.  Total quality management. , 1992, Contemporary longterm care.

[44]  Akira Takeishi,et al.  Bridging inter‐ and intra‐firm boundaries: management of supplier involvement in automobile product development , 2001 .

[45]  S. Alam,et al.  Ranking by AHP: a rough approach , 2002, Proceedings of the Fifth International Conference on Information Fusion. FUSION 2002. (IEEE Cat.No.02EX5997).

[46]  Wen Lea Pearn,et al.  Product Mix Optimization for Semiconductor Manufacturing Based on AHP and ANP Analysis , 2005 .

[47]  E. Munoko,et al.  Computers in Industry , 1963, Nature.

[48]  Daniel A. Levinthal,et al.  Exploration and Exploitation in Organizational Learning , 2007 .