Investments in Exploitation and Exploration Capabilities: Balance Versus Focus

Whether performance advantage accrues more to firms that balance exploitation (i.e., serving existing markets) and exploration (i.e., developing new products for future markets) or to those that focus on only one of these objectives is open to debate. To gain a better understanding of this dilemma, we employ longitudinal data from the pharmaceutical industry to examine how efficient firms are at utilizing resource investments to build exploitation and exploration capabilities. These capabilities are obtained using stochastic frontier estimation, which measures how efficiently firms use resource inputs to generate an output in a competitive landscape. We then link these capabilities to performance. We find that firms with superior exploitation capabilities have higher operating cash flow but lower firm value. In contrast, firms with superior exploration capabilities find the opposite effect. Importantly, firms that are superior in both capabilities enhance cash flow but not firm value.

[1]  Jeffrey D. Ford,et al.  Theories of Organizations: Form, Process, and Transformation , 1981 .

[2]  Christopher F. Baum,et al.  Enhanced routines for instrumental variables/GMM estimation and testing , 2007 .

[3]  D. Leonard-Barton CORE CAPABILITIES AND CORE RIGIDITIES: A PARADOX IN MANAGING NEW PRODUCT DEVELOPMENT , 1992 .

[4]  Lopo L. Rego,et al.  Customer Satisfaction, Cash Flow, and Shareholder Value , 2005 .

[5]  Gregory S. Carpenter,et al.  Late Mover Advantage: How Innovative Late Entrants Outsell Pioneers: , 1998 .

[6]  Rajesh Kumar,et al.  Differential Learning and Interaction in Alliance Dynamics: a Process and Outcome Discrepancy Model , 1998 .

[7]  J. Barney Firm Resources and Sustained Competitive Advantage , 1991 .

[8]  Rebecca J. Slotegraaf,et al.  Embeddedness of Organizational Capabilities , 2007, Decis. Sci..

[9]  J. DiMasi,et al.  Returns on Research and Development for 1990s New Drug Introductions , 2012, PharmacoEconomics.

[10]  Douglas W. Vorhies,et al.  Improving customer-focused marketing capabilities and firm financial performance via marketing exploration and exploitation , 2011 .

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

[12]  S. Jayachandran,et al.  The Relative Impact of Marketing, Research-and-Development, and Operations Capabilities on Firm Performance , 2008 .

[13]  Robert P. Leone Generalizing What Is Known About Temporal Aggregation and Advertising Carryover , 1995 .

[14]  Shankar Ganesan Determinants of Long-Term Orientation in Buyer-Seller Relationships , 1994 .

[15]  J. Hulland,et al.  Redeployment of Brands, Sales Forces, and General Marketing Management Expertise following Horizontal Acquisitions: A Resource-Based View , 1999 .

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

[17]  C. Moorman,et al.  Tradeoffs in marketing exploitation and exploration strategies: The overlooked role of market orientation , 2004 .

[18]  Christopher F. Baum,et al.  Instrumental Variables and GMM: Estimation and Testing , 2003 .

[19]  Neil A. Morgan,et al.  Brand Portfolio Strategy and Firm Performance , 2009 .

[20]  David L. Deeds,et al.  Exploration and Exploitation Alliances in Biotechnology: A System of New Product Development , 2004 .

[21]  Jesper B. Sørensen,et al.  Aging, Obsolescence, and Organizational Innovation , 2000 .

[22]  S. Klepper Entry, Exit, Growth, and Innovation over the Product Life Cycle , 1996 .

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

[24]  S. West,et al.  Multiple Regression: Testing and Interpreting Interactions. , 1994 .

[25]  Steven Klepper,et al.  A Reprise of Size and R & D , 1996 .

[26]  J. Hage,et al.  Theories of Organizations: Form, Process, and Transformation. , 1982 .

[27]  D. Aigner,et al.  FORMULATION AND ESTIMATION OF STOCHASTIC PRODUCTION FUNCTION MODELS , 1977 .

[28]  R. Jacobson,et al.  Trading off between Value Creation and Value Appropriation: The Financial Implications of Shifts in Strategic Emphasis , 2003 .

[29]  L. Hansen Large Sample Properties of Generalized Method of Moments Estimators , 1982 .

[30]  S. Dutta,et al.  Success in High-Technology Markets: is Marketing Capability Critical? , 1999 .

[31]  Ken G. Smith,et al.  The interplay between exploration and exploitation. , 2006 .

[32]  Will Mitchell,et al.  Precarious collaboration: Business survival after partners shut down or form new partnerships , 2007 .

[33]  Christian Homburg,et al.  Neglected Outcomes of Customer Satisfaction , 2007 .

[34]  David Roodman How to do Xtabond2: An Introduction to Difference and System GMM in Stata , 2006 .

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

[36]  K Singh,et al.  用心深い協働関係 提携者が辞めたり,または新しい提携関係を結んだ後の事業の生き残り , 1996 .

[37]  Stefan Stremersch,et al.  Marketing of the Life Sciences: A New Framework and Research Agenda for a Nascent Field , 2009 .

[38]  Cynthia A. Montgomery,et al.  Tobin's q and the Importance of Focus in Firm Performance , 1988 .

[39]  R. Chandy,et al.  The Impact of Acquisitions on Innovation: Poison Pill, Placebo, or Tonic? , 2005 .

[40]  Zi-Lin He,et al.  Exploration vs. Exploitation: An Empirical Test of the Ambidexterity Hypothesis , 2004, Organ. Sci..

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

[42]  Mary J. Benner,et al.  Offsetting Illegitimacy? How Pressures from Securities Analysts Influence Incumbents in the Face of New Technologies , 2012 .

[43]  Arun Rai,et al.  Knowledge Sharing Ambidexterity in Long-Term Interorganizational Relationships , 2008, Manag. Sci..

[44]  D. Aigner,et al.  P. Schmidt, 1977,?Formulation and estimation of stochastic frontier production function models,? , 1977 .

[45]  Peter R. Dickson,et al.  Getting Return on Quality: Revenue Expansion, Cost Reduction, or Both? , 2002 .

[46]  G. Battese,et al.  Prediction of firm-level technical efficiencies with a generalized frontier production function and panel data , 1988 .

[47]  Tasadduq A. Shervani,et al.  Market-Based Assets and Shareholder Value: A Framework for Analysis , 1998 .

[48]  R. D. Buzzell,et al.  The PIMS Principles: Linking Strategy to Performance , 1987 .

[49]  Steven H. Seggie,et al.  Dynamic Capabilities View: Foundations and Research Agenda , 2007 .

[50]  F. Windmeijer A Finite Sample Correction for the Variance of Linear Two-Step GMM Estimators , 2000 .

[51]  K. Atuahene–Gima,et al.  Resolving the Capability–Rigidity Paradox in New Product Innovation , 2005 .

[52]  Christine Moorman,et al.  The Contingency Value of Complementary Capabilities in Product Development , 1999 .

[53]  Lori Rosenkopf,et al.  Balancing Exploration and Exploitation in Alliance Formation , 2006 .

[54]  John Hulland,et al.  Innovation and efficiency: It is possible to have it all , 2009 .

[55]  M. Nerlove,et al.  Biases in dynamic models with fixed effects , 1988 .

[56]  Gregory S. Carpenter,et al.  Measuring Marketing Productivity: Current Knowledge and Future Directions , 2004 .

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

[58]  W. Mitchell,et al.  Death of the Lethargic: Effects of Expansion into New Technical Subfields on Performance in a Firm's Base Business , 1993 .

[59]  R. Gulati Alliances and networks , 1998 .

[60]  Rajesh Chandy Research as innovation: Rewards, perils, and guideposts for research and reviews in marketing , 2003 .