Firm performance and the axis of errors

Firms sometimes fail to capture opportunities, fail to imitate perfectly-imitable resources, and do not solve their solvable problems. The persistence of errors creates intra-industry performance variation that is usually attributed to the competitive advantages of successful firms. However, firms compete on two axes: the axis of competitive advantage, where performance is driven by the inimitable resources and capabilities of high-performing firms; and the axis of errors, where performance is driven by failures to attend to the activities, resources and opportunities that are equally available to all firms. This paper investigates the latter, showing how errors produce performance variation not attributable to competitive advantages, and discussing their consequences for strategy theory, empirical research and management practice.

[1]  Tjalling C. Koopmans,et al.  EFFICIENT ALLOCATION OF RESOURCES , 1949 .

[2]  M. Friedman Essays in Positive Economics , 1954 .

[3]  Kenneth E. Boulding,et al.  Essays in Positive Economics. , 1954 .

[4]  M. Farrell The Measurement of Productive Efficiency , 1957 .

[5]  W. E. G. Salter,et al.  Productivity and Technical Change. , 1961 .

[6]  J. Johnston,et al.  The Productivity of Management Consultants , 1963 .

[7]  Hurvey Leibenstein Allocative efficiency vs. X-Efficiency , 1966 .

[8]  K. Andrews The Concept of Corporate Strategy , 1971 .

[9]  K. Jameson Comment on the Theory and Measurement of Dynamic X-Efficiency , 1972 .

[10]  J. L. Bower,et al.  Business policy: text and cases , 1973 .

[11]  T. Shen,et al.  Technology Diffusion, Substitution, and X-Efficiency , 1973 .

[12]  S. Ross The Economic Theory of Agency: The Principal's Problem , 1973 .

[13]  Joel Bergsman,et al.  Commercial Policy, Allocative Efficiency, and “X-Efficiency” , 1974 .

[14]  Dale T. Miller,et al.  Self-serving biases in the attribution of causality: Fact or fiction? , 1975 .

[15]  W. Primeaux,et al.  An Assessment of X-Efficiency Gained through Competition , 1977 .

[16]  W. Meeusen,et al.  Efficiency Estimation from Cobb-Douglas Production Functions with Composed Error , 1977 .

[17]  M. Jones-Lee,et al.  Beyond Economic Man. , 1977 .

[18]  M. Porter,et al.  From Entry Barriers to Mobility Barriers: Conjectural Decisions and Contrived Deterrence to New Competition , 1977 .

[19]  G. W. Bradley Self-serving biases in the attribution process: A reexamination of the fact or fiction question. , 1978 .

[20]  Y. Doz,et al.  Strategic Management: A New View of Business Policy and Planning , 1979 .

[21]  R. Vidal Dynamic optimization: The calculus of variations and optimal control in economics and management: Morton I. KAMIEN and Nancy L. SCHWARTZ Volume 4 in: Dynamic Economics: Theory and Applications, North-Holland, New York, 1981, xi + 331 pages, Dfl.90.00 , 1982 .

[22]  R. Rumelt Towards a Strategic Theory of the Firm , 1984 .

[23]  R. Schmalensee Do Markets Differ Much , 1984 .

[24]  B. Wernerfelt,et al.  A Resource-Based View of the Firm , 1984 .

[25]  Dennis C. Mueller,et al.  Profits in the Long Run , 1987 .

[26]  J. Barney Strategic Factor Markets: Expectations, Luck, and Business Strategy , 1986 .

[27]  Paul Geroski,et al.  The Convergence of Profits in the Long Run: Inter-firm and Inter-industry Comparisons , 1987 .

[28]  Robert Jacobsen,et al.  The persistence of abnormal returns , 1988 .

[29]  V. Folkes Recent Attribution Research in Consumer Behavior: A Review and New Directions , 1988 .

[30]  Roger S. Frantz,et al.  X-Efficiency: Theory, Evidence and Applications , 1988 .

[31]  Subal C. Kumbhakar,et al.  Estimation of Input-Specific Technical and Allocative Inefficiency in Stochastic Frontier Models , 1988 .

[32]  David Jones,et al.  Corporate strategy , 1989, Nature.

[33]  Karel Cool,et al.  Asset stock accumulation and sustainability of competitive advantage , 1989 .

[34]  William Weitzel,et al.  Decline in Organizations: A Literature Integration and Extension. , 1989 .

[35]  Danny Miller,et al.  The Icarus Paradox: How Exceptional Companies Bring About Their Own Downfall , 1990 .

[36]  R. Caves,et al.  Efficiency in U.S. manufacturing industries , 1990 .

[37]  Daniel A. Levinthal Random Walks and Organizational Mortality , 1991 .

[38]  O. Williamson / STRATEGIZING, ECONOMIZING, AND ECONOMIC ORGANIZATION , 1991 .

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

[40]  R. Rumelt How much does industry matter , 1991 .

[41]  H. Leibenstein,et al.  Empirical Estimation and Partitioning of X-Inefficiency: A Data-Envelopment Approach , 1992 .

[42]  Roger Frantz,et al.  X-Efficiency and Allocative Efficiency: What Have We Learned? , 1992 .

[43]  Kenneth Button,et al.  Ownership Structure, Institutional Organization and Measured X-Efficiency , 1992 .

[44]  Steven Postrel,et al.  Incentives, Routines and Self-Command , 1992 .

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

[46]  David J. Miller,et al.  The Architecture of Simplicity , 1993 .

[47]  H. Simon,et al.  Strategy and organizational evolution , 1993 .

[48]  Margaret A. Peteraf The cornerstones of competitive advantage: A resource‐based view , 1993 .

[49]  Eric Abrahamson,et al.  Concealment of Negative Organizational Outcomes: An Agency Theory Perspective , 1994 .

[50]  M. Petit Dynamic optimization. The calculus of variations and optimal control in economics and management : by Morton I. Kamien and Nancy L. Schwartz. Second Edition. North-Holland (Advanced Textbooks in Economics), Amsterdam and New York, 1991. Pp. xvii+377. ISBN0-444- 01609-0 , 1994 .

[51]  D. Teece,et al.  Fundamental Issues in Strategy: A Research Agenda , 1994 .

[52]  Eduardo S. Schwartz,et al.  Investment Under Uncertainty. , 1994 .

[53]  Cynthia A. Montgomery,et al.  Resource-Based and Evolutionary Theories of the Firm: Towards A Synthesis , 2012 .

[54]  R. Grant,et al.  Knowledge and the firm: Overview , 1996 .

[55]  G. Waring,et al.  Industry Differences in the Persistence of Firm-Specific Returns , 1996 .

[56]  David J. Miller,et al.  The Resource-Based View of the Firm in Two Environments: The Hollywood Film Studios From 1936 to 1965 , 1996 .

[57]  Stavros Peristiani,et al.  Do Mergers Improve the X-Efficiency and Scale Efficiency of U.S. Banks? Evidence from the 1980s , 1997 .

[58]  Carolyn Y. Woo,et al.  Survival of the Fittest? Entrepreneurial Human Capital and the Persistence of Underperforming Firms , 1997 .

[59]  M. Porter,et al.  HOW MUCH DOES INDUSTRY MATTER , REALLY ? , 1997 .

[60]  W. Ocasio TOWARDS AN ATTENTION-BASED VIEW OF THE FIRM , 1997 .

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

[62]  E. Fama,et al.  Forecasting Profitability and Earnings , 1999 .

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

[64]  David Upton,et al.  Operations-Based Strategy , 1998 .

[65]  R. Coff When Competitive Advantage Doesn't Lead to Performance: The Resource-Based View and Stakeholder Bargaining Power , 1999 .

[66]  Richard J. Bauer,et al.  Knowledge and the firm , 1999 .

[67]  John Goddard,et al.  The persistence of profit: a new empirical interpretation , 1999 .

[68]  Alexandre B. Lopes,et al.  The Knowing-Doing Gap: How Smart Companies Turn Knowledge into Action , 1999 .

[69]  Jeffrey Pfeffer,et al.  Knowing "What" to Do Is Not Enough: Turning Knowledge into Action , 1999 .

[70]  P. Ghemawat Competition and Business Strategy in Historical Perspective , 2000, Business History Review.

[71]  A. Tversky,et al.  Choices, Values, and Frames , 2000 .

[72]  Giovanni Gavetti,et al.  Capabilities, cognition, and inertia: evidence from digital imaging , 2000 .

[73]  M. Jung Commitment , 2000, The Mind-Body Problem.

[74]  A. U.S.,et al.  FORMULATION AND ESTIMATION OF STOCHASTIC FRONTIER PRODUCTION FUNCTION MODELS , 2001 .

[75]  Shauna Ferris,et al.  When Genius Failed , 2001 .

[76]  G. West,et al.  The Achilles Heel of Firm Strategy: Resource Weaknesses and Distinctive Inadequacies , 2001, SSRN Electronic Journal.

[77]  T. C. Powell Competitive advantage: logical and philosophical considerations , 2001 .

[78]  Thomas C. Powell,et al.  The Philosophy of Strategy , 2002 .

[79]  Timothy W. Ruefli,et al.  Sustained Competitive Advantage: Temporal Dynamics and the Incidence and Persistence of Superior Economic Performance , 2002, Organ. Sci..

[80]  Rodolphe Durand Competitive advantages exist: A critique of Powell , 2002 .

[81]  Donald N. Sull Why Good Companies Go Bad And How Great Managers Remake Them , 2003 .

[82]  Richard J. Arend Revisiting the logical and research considerations of competitive advantage , 2003 .

[83]  T. C. Powell Varieties of Competitive Parity , 2003 .

[84]  R. Coff,et al.  Dynamic Capabilities, Social Capital, and Rent Appropriation: Ties that Split Pies , 2003 .

[85]  Jerker Denrell Vicarious Learning, Undersampling of Failure, and the Myths of Management , 2003, Organ. Sci..

[86]  J. Barney,et al.  CAPABILITIES, BUSINESS PROCESSES, AND COMPETITIVE ADVANTAGE: CHOOSING THE DEPENDENT VARIABLE IN EMPIRICAL TESTS OF THE RESOURCE-BASED VIEW , 2004 .

[87]  Richard L. Arend The Definition of Strategic Liabilities, and their Impact on Firm Performance , 2004 .

[88]  Thomas C. Powell,et al.  Strategy, Execution and Idle Rationality , 2004 .

[89]  Jerker Denrell,et al.  Random Walks and Sustained Competitive Advantage , 2004, Manag. Sci..

[90]  T. C. Powell,et al.  TOWARD A GENERAL THEORY OF COMPETITIVE DOMINANCE : COMMENTS AND EXTENSIONS ON POWELL ( 2003 ) , 2005 .

[91]  Sebastian Raisch,et al.  Organizational Crisis : The Logic of Failure , 2005 .

[92]  Sydney Finkelstein,et al.  Why smart executives fail , 2005 .

[93]  Gautam Ahuja,et al.  Managerial Foresight and Attempted Rent Appropriation: Insider Trading on Knowledge of Imminent Breakthroughs , 2005 .

[94]  Timothy W. Ruefli,et al.  Schumpeter's ghost: Is hypercompetition making the best of times shorter? , 2005 .

[95]  T. C. Powell,et al.  Toward a General Theory of Competitive Dominance , 2005 .

[96]  Eric W. K. Tsang Behavioral assumptions and theory development: the case of transaction cost economics , 2006 .

[97]  J. March Rationality, foolishness, and adaptive intelligence , 2006 .

[98]  J. Cutcher-Gershenfeld,et al.  Lean Thinking , 2019, Encyclopedia of Sustainable Management.

[99]  Daniel A. Levinthal,et al.  Crossing an Apparent Chasm: Bridging Mindful and Less-Mindful Perspectives on Organizational Learning , 2006, Organ. Sci..

[100]  J. Barney,et al.  IS THE RESOURCE-BASED " VIEW " A USEFUL PERSPECTIVE FOR STRATEGIC MANAGEMENT RESEARCH ? , 2001 .

[101]  Anita M. McGahan,et al.  The Performance of US Corporations: 1981-1994 , 2008 .