Using Exploratory and Exploitative Market Learning for New Product Development

While the need for research on the market-learning efforts of a firm in relation to its new product development is continuously emphasized, the empirical results on this issue reported so far have been mixed. The current study contends that the inconclusive nature of the empirical evidence is mostly due to the existence of different dimensions of organizational market learning—exploratory and exploitative—and to possible different routes by which these learning dimensions are linked to new product performance. More specifically, this study argues that exploratory market learning contributes to the differentiation of the new product because it involves the firm's learning about uncertain and new opportunities through the acquisition of knowledge distant from existing organizational skills and experiences. By contrast, this study posits that exploitative market learning enhances cost efficiency in developing new products as it aims to best use the currently available market information that is closely related to existing organizational experience. This study provides empirical support for this two-dimensional scheme of organizational market learning and its consequent effects on two components of new product advantage: new product differentiation and cost efficiency. Further, given that the effectiveness of firms' strategic efforts is contingent upon the nature of the market environment, the current study examines the moderating effects of environmental dynamism and market competitiveness for this market learning—new product advantage relationship. This study is based on survey data from 157 manufacturing firms in China that encompass various industries. The empirical findings support the two-dimensional market learning efforts that increase new product differentiation and cost efficiency, respectively. The study confirms that exploratory market learning becomes more effective under a turbulent market environment and that exploitative market learning is more contributive when competitive intensity is high. It also suggests that because of their differential direct and moderating effects on new product advantage either exploratory or exploitative market learning may not be used exclusively, but the two should be implemented in parallel. Such learning implementations will help to secure both the feature and cost-based new product advantage components and will consequently lead to the new product success. The current study attempts to contribute to greater clarity and better understanding of how market learning influences new product success as it theoretically identifies and empirically validates the two forms of new product advantage as the conceptual mediator between market learning and new product performance.

[1]  R. Duncan Characteristics of Organizational Environments and Perceived Environmental Uncertainty. , 1972 .

[2]  Marjorie E. Adams,et al.  Enhancing New Product Development Performance: An Organizational Learning Perspective , 1998 .

[3]  R. Katila,et al.  SOMETHING OLD, SOMETHING NEW: A LONGITUDINAL STUDY OF SEARCH BEHAVIOR AND NEW PRODUCT INTRODUCTION , 2002 .

[4]  G. Hult,et al.  Innovation, Market Orientation, and Organizational Learning: An Integration and Empirical Examination , 1998 .

[5]  W. Bogner,et al.  Technology strategy and software new ventures' performance:Exploring the moderating effect of the competitive environment , 2000 .

[6]  D. Teece,et al.  DYNAMIC CAPABILITIES AND STRATEGIC MANAGEMENT , 1997 .

[7]  Ravi S. Achrol,et al.  Evolution of the Marketing Organization: New Forms for Turbulent Environments , 1991 .

[8]  R. Cooper New Product Strategies: What Distinguishes the Top Performers? , 1984 .

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

[10]  Stewart Clegg,et al.  Globalizing the Intelligent Organization , 1999 .

[11]  Peter M. Bentler,et al.  Practical Issues in Structural Modeling , 1987 .

[12]  G. Luffman,et al.  Determining the scope and impact of market orientation profiles on strategy implementation and performance , 2003 .

[13]  S. Zahra,et al.  Sources of capabilities, integration and technology commercialization , 2002 .

[14]  J. March Exploration and exploitation in organizational learning , 1991, STUDI ORGANIZZATIVI.

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

[16]  G. Day,et al.  Managerial Representations of Competitive Advantage , 1994 .

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

[18]  Ajay K. Kohli,et al.  Learning and Performance Orientation of Salespeople: The Role of Supervisors , 1998 .

[19]  Michael Song,et al.  The Effect of Perceived Technological Uncertainty on Japanese New Product Development , 2001 .

[20]  C. Fornell,et al.  Evaluating structural equation models with unobservable variables and measurement error. , 1981 .

[21]  Louis E. Yelle THE LEARNING CURVE: HISTORICAL REVIEW AND COMPREHENSIVE SURVEY , 1979 .

[22]  M. Parry,et al.  A Cross-National Comparative Study of New Product Development Processes: Japan and the United States , 1997 .

[23]  Rita Gunther McGrath Exploratory Learning, Innovative Capacity, and Managerial Oversight , 2001 .

[24]  John C. Narver,et al.  The Effect of a Market Orientation on Business Profitability , 1990 .

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

[26]  Eric M. Olson,et al.  Organizing for effective new product development: The moderating role of product innovativeness. , 1995 .

[27]  G. Stalk,et al.  Competing on capabilities: the new rules of corporate strategy. , 1992, Harvard business review.

[28]  David J. Miller,et al.  The structural and environmental correlates of business strategy , 1987 .

[29]  Mary J. Benner,et al.  Exploitation, Exploration, and Process Management: The Productivity Dilemma Revisited , 2003 .

[30]  Yiannis E. Spanos,et al.  An examination into the causal logic of rent generation: contrasting Porter's competitive strategy framework and the resource-based perspective , 2001 .

[31]  J. Barney How a Firm's Capabilities Affect Boundary Decisions , 1999 .

[32]  D. A. Kenny,et al.  The moderator-mediator variable distinction in social psychological research: conceptual, strategic, and statistical considerations. , 1986, Journal of personality and social psychology.

[33]  D. Aaker,et al.  THE NEED FOR STRATEGIC FLEXIBILITY , 1984 .

[34]  Scott W. Kelley,et al.  Organizational determinants of service employees' exercise of routine, creative, and deviant discretion , 1996 .

[35]  K. Atuahene–Gima,et al.  An Empirical Investigation of the Effect of Market Orientation and Entrepreneurship Orientation Alignment on Product Innovation , 2001 .

[36]  C. Prahalad,et al.  Corporate imagination and expeditionary marketing. , 1991, Harvard business review.

[37]  Haiyang Li,et al.  Product Innovation Strategy and the Performance of New Technology Ventures in China , 2001 .

[38]  Liam Fahey,et al.  The resource-based view and marketing: The role of market-based assets in gaining competitive advantage , 2001 .

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

[40]  Tasadduq A. Shervani,et al.  Marketing, Business Processes, and Shareholder Value: An Organizationally Embedded View of Marketing Activities and the Discipline of Marketing , 1999 .

[41]  Steven Wright Manufacturing strategy: Defining the missing link , 1984 .

[42]  A. Nerkar,et al.  Beyond local search: boundary‐spanning, exploration, and impact in the optical disk industry , 2001 .

[43]  S. Hunt,et al.  The Comparative Advantage Theory of Competition , 1995 .

[44]  Rajendra K. Srivastava,et al.  Market Structure Analysis: Hierarchical Clustering of Products Based on Substitution-in-Use , 1981 .

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

[46]  Robert A. Peterson,et al.  First-Mover Advantage: A Synthesis, Conceptual Framework, and Research Propositions , 1992 .

[47]  Stanley F. Slater,et al.  Product‐market Strategy and Performance: An Analysis of the Miles and Snow Strategy Types , 1993 .

[48]  James M. Sinkula,et al.  Market Orientation and the New Product Paradox. , 2005 .

[49]  R. Calantone,et al.  The Impact of Market Knowledge Competence on New Product Advantage: Conceptualization and Empirical Examination , 1998 .

[50]  David W. Gerbing,et al.  An Updated Paradigm for Scale Development Incorporating Unidimensionality and Its Assessment , 1988 .

[51]  Christian Homburg,et al.  Marketing's Influence within the Firm , 1999 .

[52]  Sundar G. Bharadwaj,et al.  Sustainable competitive advantage in service industries: A conceptual model and research , 1993 .

[53]  Sanjay Sharma,et al.  A Contingent Resource-Based View of Proactive Corporate Environmental Strategy , 2003 .

[54]  Frances J. Milliken,et al.  The Evolution of Strategic Simplicity: Exploring Two Models of Organizational Adaption , 1996 .

[55]  George S. Day,et al.  Assessing Advantage: A Framework for Diagnosing Competitive Superiority , 1988 .

[56]  H. Gatignon,et al.  Strategic Orientation of the Firm and New Product Performance , 1997 .

[57]  Bernard J. Jaworski,et al.  Market orientation: Antecedents and consequences , 1993 .

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

[59]  C. K. Prahalad,et al.  Guest Editorial: Weak Signals versus Strong Paradigms , 1995 .

[60]  Rajdeep Grewal,et al.  Building Organizational Capabilities for Managing Economic Crisis: The Role of Market Orientation and Strategic Flexibility , 2001 .

[61]  D. B. Montgomery,et al.  First‐mover advantages , 1988 .

[62]  David T. Wilson,et al.  A Longitudinal Study of the Impact of Market Structure, Firm Structure, Strategy, and Market Orientation Culture on Dimensions of Small-Firm Performance , 1996 .

[63]  Jin K. Han,et al.  Market Orientation and Organizational Performance: Is Innovation a Missing Link? , 1998 .

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

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

[66]  G. Day The Capabilities of Market-Driven Organizations , 1994 .