Multi‐dimensionality of learning in new product development teams

New product development team learning is important in today’s turbulent and uncertain markets and technologies. However, the literature treats team learning as a single construct, ignoring its multi‐dimensionality. In this study, we develop a multi‐dimensional team learning framework based on socio‐cognitive constructs. By studying 124 new product development projects, we show empirically that learning in new product development is best conceived as a multi‐dimensional structure with nine correlated but distinct constructs including: information acquisition, information implementation, information dissemination, unlearning, thinking, improvisation, memory, intelligence and sensemaking. Further, we demonstrate that a model based on the multi‐dimensionality of team learning provides a more robust explanation of new product success than does a unidimensional team learning model.

[1]  Joe Tidd,et al.  Complexity, Networks & Learning: Integrative Themes for Research on Innovation Management , 1997 .

[2]  Donald A. Schön,et al.  Organizational Learning: A Theory Of Action Perspective , 1978 .

[3]  John C. Narver,et al.  Market Orientation and the Learning Organization , 1995 .

[4]  R. Kanfer,et al.  Equivalence of psychological measurement in heterogeneous populations. , 1985, The Journal of applied psychology.

[5]  Linda Rochford,et al.  How involving more functional areas within a firm affects the new product process , 1992 .

[6]  K. Eisenhardt,et al.  Accelerating Adaptive Processes: Product Innovation in the Global Computer Industry , 1995 .

[7]  J. March,et al.  A Behavioral Theory of the Firm , 1964 .

[8]  Ann Marie Ryan,et al.  The Big Five in Personnel Selection: Factor Structure in Applicant and Nonapplicant Populations , 1993 .

[9]  G. Huber,et al.  Retrospective reports of strategic‐level managers: Guidelines for increasing their accuracy , 1985 .

[10]  F. Barrett Creativity and Improvisation in Jazz and Organizations: Implications for Organizational Learning , 1998 .

[11]  Aaron V. Cicourel,et al.  The integration of distributed knowledge in collaborative medical diagnosis , 1990 .

[12]  V. E. Schein THE WORK/FAMILY INTERFACE: CHALLENGING “CORPORATE CONVENIENT” , 1993 .

[13]  Kathleen M. Galotti,et al.  Approaches to studying formal and everyday reasoning. , 1989 .

[14]  Ramkrishnan V. Tenkasi,et al.  The influence of deliberations on learning in new product development teams , 1992 .

[15]  J. Crocker,et al.  Cognitive Processes in the Revision of Stereotypic Beliefs , 1983 .

[16]  S. Tamer Cavusgil,et al.  Measuring the dimensions of market knowledge competence in new product development , 1999 .

[17]  Anne S. Miner,et al.  The Impact of Organizational Memory on New Product Performance and Creativity , 1997 .

[18]  Ruediger Klimecki,et al.  Modes of Organizational Learning , 1998 .

[19]  Lorne Olfman,et al.  Organizational Memory , 1998, Proceedings of the Thirty-First Hawaii International Conference on System Sciences.

[20]  I. Nonaka,et al.  Managing the new product development process , 1985 .

[21]  D. Wilemon,et al.  Learning in new technology development teams , 1989 .

[22]  James C. Anderson,et al.  STRUCTURAL EQUATION MODELING IN PRACTICE: A REVIEW AND RECOMMENDED TWO-STEP APPROACH , 1988 .

[23]  W. Dill,et al.  ORGANIZATIONAL LEARNING: OBSERVATIONS TOWARD A THEORY, , 1965 .

[24]  J. Walsh,et al.  Individual and Social Origins of Belief Structure Change. , 1990, The Journal of social psychology.

[25]  S. D. N. Cook,et al.  Culture and Organizational Learning , 1993 .

[26]  James M. Sinkula Market Information Processing and Organizational Learning , 1994 .

[27]  R. Sternberg Implicit theories of intelligence. creativity, and wisdom , 1985 .

[28]  B. Hedberg How Organizations Learn and Unlearn , 1981 .

[29]  P. Nystrom,et al.  To Avoid Organizational Crises, Unlearn , 1984 .

[30]  Richard P. Bagozzi,et al.  Assessing Construct Validity in Organizational Research , 1991 .

[31]  K. Weick Organizational redesign as improvisation , 1993 .

[32]  P. Senge The fifth discipline : the art and practice of the learning organization/ Peter M. Senge , 1991 .

[33]  Lauren B. Resnick,et al.  Shared cognition: Thinking as social practice , 1991, Perspectives on socially shared cognition.

[34]  A. Edmondson Psychological Safety and Learning Behavior in Work Teams , 1999 .

[35]  O. A. Sawy,et al.  Preserving Institutional Memory: The Management of History as an Organizational Resource. , 1986 .

[36]  Mary Crossan,et al.  The improvising organization: Where planning meets opportunity , 1996 .

[37]  Wilbert S. Ray The experimental psychology of original thinking , 1967 .

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

[39]  E. Larson,et al.  Organizing for product development projects , 1988 .

[40]  R. Sternberg,et al.  Group intelligence: Why some groups are better than others , 1988 .

[41]  Rudolf Franz Flesch The art of clear thinking , 1951 .

[42]  R. Audi Epistemology: A Contemporary Introduction to the Theory of Knowledge , 1997 .

[43]  D. Wilemon,et al.  A Model for Studying R&D–Marketing Interface in the Product Innovation Process , 1986 .

[44]  M. Posner Foundations of cognitive science , 1989 .

[45]  G. Huber Organizational Learning: The Contributing Processes and the Literatures , 1991 .

[46]  M. Iansiti Shooting the Rapids: Managing Product Development in Turbulent Environments , 1995 .

[47]  Daryl McKee,et al.  An organizational learning approach to product innovation , 1992 .

[48]  R. Grover,et al.  From Embedded Knowledge to Embodied Knowledge: New Product Development as Knowledge Management , 1998 .

[49]  C. Moorman Organizational Market Information Processes: Cultural Antecedents and New Product Outcomes , 1995 .

[50]  G. Hughes,et al.  Turning new product development into a continuous learning process , 1996 .

[51]  Thomas H. Davenport,et al.  Book review:Working knowledge: How organizations manage what they know. Thomas H. Davenport and Laurence Prusak. Harvard Business School Press, 1998. $29.95US. ISBN 0‐87584‐655‐6 , 1998 .

[52]  Shelley E. Taylor,et al.  Schematic Bases of Belief Change , 1984 .

[53]  Mary Crossan,et al.  ORGANIZATIONAL LEARNING: DIMENSIONS FOR A THEORY , 1995 .

[54]  Martin B. Meznar,et al.  The Social Construction of Organizational Learning: Conceptual and Practical Issues in the Field , 1995 .

[55]  Kamal Munir,et al.  Systems of organizational sensemaking for sustained product innovation , 2000 .

[56]  Peter M. Bentler,et al.  EQS : structural equations program manual , 1989 .

[57]  J. R. Larson,et al.  Groups as problem‐solving units: Toward a new meaning of social cognition , 1993 .

[58]  Michael D. McMaster The Intelligence Advantage: Organizing for Complexity , 1995 .

[59]  Daniel A. Levinthal,et al.  ABSORPTIVE CAPACITY: A NEW PERSPECTIVE ON LEARNING AND INNOVATION , 1990 .

[60]  Anil Gaba,et al.  Coda : Creativity and Improvisation in Jazzand Organizations: Implications Fororganizational Learning , 1998 .

[61]  Brian T. Pentland,et al.  Information systems and organizational learning: The social epistemology of organizational knowledge systems , 1995 .

[62]  A. Brooks Power and the Production of Knowledge: Collective Team Learning in Work Organizations. , 1994 .

[63]  V. Marsick,et al.  Teams as Learners , 1997 .

[64]  M. Tushman,et al.  Readings in the Management of Innovation , 1988 .

[65]  Gary Lynn,et al.  Knowledge Management in New Product Teams: Practices and Outcomes , 2000 .

[66]  John E. Ettlie,et al.  Firm size and product innovation , 1987 .

[67]  M. Glynn Innovative Genius: A Framework for Relating Individual and Organizational Intelligences to Innovation , 1996 .

[68]  Nancy M. Dixon,et al.  Organizational Learning: A Review of the Literature with Implications for HRD Professionals. , 1992 .

[69]  H. Thamhain Managing technologically innovative team efforts toward new product success , 1990 .

[70]  Jaakko Virkkunen,et al.  Understanding organizational learning by focusing on “activity systems” , 2000 .

[71]  R. Grant,et al.  Environments: Organizational Capability as Knowledge Integration , 2022 .

[72]  K. Weick The social psychology of organizing , 1969 .

[73]  R. Cooper,et al.  Success factors in product innovation , 1987 .

[74]  L. Resnick,et al.  Social foundations of cognition. , 1993, Annual review of psychology.

[75]  John M. Levine,et al.  Culture and socialization in work groups , 1991, Perspectives on socially shared cognition.

[76]  E. Johnsen Richard M. Cyert & James G. March, A Behavioral Theory of The Firm, Prentice-Hall, Inc., Englewood Cliffs, New Jersey, 1963, 332 s. , 1964 .

[77]  I. Nonaka,et al.  How Japanese Companies Create the Dynamics of Innovation , 1995 .

[78]  M.M.Crossan and M.Sorrenti Making sense of improvisation , 2003 .

[79]  Deborah G. . Ancona Outward Bound: Strategic for Team Survival in an Organization , 1990 .

[80]  Jakki J. Mohr,et al.  Factors affecting the use of information in the evaluation of marketing communications productivity , 2001 .

[81]  A. Goldman Epistemology and Cognition , 1986 .

[82]  Deborah G. . Ancona,et al.  Bridging the Boundary: External Activity and Performance in Organizational Teams. , 1992 .

[83]  D. Garvin Building a learning organization. , 1993, Harvard business review.

[84]  Christine Moorman,et al.  The Convergence of Planning and Execution: Improvisation in New Product Development , 1998 .

[85]  John W. Newstrom,et al.  The Management of Unlearning: Exploding the 'Clean Slate' Fallacy , 1983 .

[86]  D. Wegner Transactive Memory: A Contemporary Analysis of the Group Mind , 1987 .

[87]  G. Meyer,et al.  Communicated Knowledge: A Learning Foundation , 2011 .