Only a matter of chance? How firm performance measurement impacts study results

Although strategic management research is well aware of the importance of construct measurement, surprisingly little rigor is applied regarding its core concept, firm performance. Using the example of the resource-based view (RBV), this paper demonstrates how divergence between theory-building and construct measurement regarding firm performance can produce misleading conclusions. The RBV seeks to explain value creation in the marketplace, yet empirical studies often measure various aspects of firm financial performance. Building on appropriation theory, I show that it is not possible to infer to changes in firm value creation from observed changes in firm financial performance measures and vice versa due to an omitted variable bias: the neglect of the relative bargaining power of stakeholders. This paper derives conclusions for research practice and suggests theoretically meaningful ways of bridging the gap between value creation and firm financial performance in the RBV framework.

[1]  Jerold L. Zimmerman,et al.  Conjectures Regarding Empirical Managerial Accounting Research , 2001 .

[2]  Wolfgang Viechtbauer,et al.  Conducting Meta-Analyses in R with the metafor Package , 2010 .

[3]  Mark A. Huselid.  The Impact of Human Resource Management Practices on Turnover, Productivity, and Corporate Financial Performance , 1995 .

[4]  James Guthrie,et al.  HUMAN RESOURCE MANAGEMENT AND LABOR PRODUCTIVITY: DOES INDUSTRY MATTER? , 2005 .

[5]  Andy Neely.  Theoretical conditions for validity in accounting performance measurement , 2007 .

[6]  James G. March,et al.  Crossroads---Organizational Performance as a Dependent Variable , 1997 .

[7]  Patrick M. Wright,et al.  The role of human resource practices in petro-chemical refinery performance , 1999 .

[8]  Joseph T. Mahoney,et al.  Towards a Property Rights Foundation for a Stakeholder Theory of the Firm , 2005 .

[9]  Andrew C. Inkpen,et al.  The Corporate Objective Revisited , 2001, Organ. Sci..

[10]  Jay B. Barney,et al.  Testing Resource-Based Theory , 2005 .

[11]  Richard A. Bettis,et al.  The search for asterisks: Compromised statistical tests and flawed theories , 2012 .

[12]  William H. Starbuck,et al.  Methodological Challenges Posed by Measures of Performance , 2004 .

[13]  M. Hitt,et al.  Construct measurement in strategic management research: illusion or reality? , 2005 .

[14]  Markus Reitzig,et al.  Value Appropriation as an Organizational Capability: The Case of Ip Protection Through Patents , 2009 .

[15]  Eero Vaara,et al.  The Impact of Organizational and National Cultural Differences on Social Conflict and Knowledge Transfer in International Acquisitions , 2012 .

[16]  William H. Glick,et al.  PERSPECTIVE - The Myth of Firm Performance , 2013, Organ. Sci..

[17]  Adam Brandenburger,et al.  Biform Games , 2007, Manag. Sci..

[18]  Rodolphe Durand,et al.  Causation, counterfactuals, and competitive advantage , 2009 .

[19]  L. Hedges,et al.  Fixed- and random-effects models in meta-analysis. , 1998 .

[20]  Jean Tirole,et al.  Incomplete contracts: Where do we stand? , 1999 .

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

[22]  Derek H.T. Walker,et al.  Visualising and mapping stakeholder influence , 2005 .

[23]  J. Shanteau.  How much information does an expert use? Is it relevant? , 1992 .

[24]  S. H. Ang.  Competitive Intensity and Collaboration: Impact on Firm Growth Across Technological Environments , 2008 .

[25]  G. Hofstede,et al.  Cultures and Organizations: Software of the Mind , 1991 .

[26]  M. C. Jensen,et al.  Harvard Business School; SSRN; National Bureau of Economic Research (NBER); European Corporate Governance Institute (ECGI); Harvard University - Accounting & Control Unit , 1976 .

[27]  W. Glenn Rowe,et al.  A Note on the Dimensionality of the Firm Financial Performance Construct Using Accounting, Market, and Subjective Measures , 2009 .

[28]  T. C. Powell,et al.  Strategy without ontology , 2003 .

[29]  R. Freeman.  Strategic Management: A Stakeholder Approach , 2010 .

[30]  D. Blau.  Search for Nonwage Job Characteristics: A Test of the Reservation Wage Hypothesis , 1991, Journal of Labor Economics.

[31]  L. Preston,et al.  The Stakeholder Theory of the Corporation: Concepts, Evidence, and Implications , 1995 .

[32]  R. Schroeder,et al.  The impact of human resource management practices on operational performance: recognizing country and industry differences , 2003 .

[33]  R. Rosenthal.  Meta-analytic procedures for social research , 1984 .

[34]  Hristos Doucouliagos,et al.  Democracy and Economic Growth: A Meta-Analysis , 2007 .

[35]  James G. Combs,et al.  Strategic resources and performance: a meta‐analysis , 2008 .

[36]  Marie C. Thursby,et al.  University–incubator firm knowledge flows: assessing their impact on incubator firm performance , 2005 .

[37]  James G. Combs,et al.  HOW MUCH DO HIGH-PERFORMANCE WORK PRACTICES MATTER? A META-ANALYSIS OF THEIR EFFECTS ON ORGANIZATIONAL PERFORMANCE , 2006 .

[38]  A. Hillman,et al.  Shareholder value, stakeholder management, and social issues: what's the bottom line? , 2001 .

[39]  Pierre J. Richard,et al.  Measuring Organizational Performance: Towards Methodological Best Practice , 2009 .

[40]  Jeffrey R. Williams.  Strategy and the Search for Rents: The Evolution of Diversity Among Firms , 1992 .

[41]  Margaret A. Peteraf,et al.  Published online in Wiley InterScience (www.interscience.wiley.com). DOI: 10.1002/mde.1126 Unraveling The Resource-Based Tangle , 2022 .

[42]  Michel Lebas,et al.  A conceptual and operational delineation of performance , 2002 .

[43]  Russell Wayne Coff,et al.  The Co-Evolution of Rent Appropriation and Capability Development , 2010 .

[44]  T. A. Wright,et al.  Best-practice recommendations for estimating interaction effects using meta-analysis , 2011 .

[45]  T. Gärling,et al.  The Effects of Anchor Points and Reference Points on Negotiation Process and Outcome , 1997 .

[46]  D. Kronborg,et al.  Foreign Ownership and Long-term Survival , 2009 .

[47]  Jean-Luc Arregle,et al.  Firm performance and the axis of errors , 2007 .

[48]  Timothy B. Palmer,et al.  Firm, strategic group, and industry influences on performance , 2007 .

[49]  Andy Neely,et al.  Business performance measurement: Unifying theories and integrating practice, second edition , 2007 .

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

[51]  Olav Sorenson,et al.  Brokers and Competitive Advantage , 2007, Manag. Sci..

[52]  J. Harrison,et al.  Managing for Stakeholders, Stakeholder Utility Functions, and Competitive Advantage. , 2010 .

[53]  Glenn R. Carroll,et al.  A sociological view on why firms differ , 1993 .

[54]  Carl F. Fey,et al.  The Effect of Human Resource Management Practices on MNC Subsidiary Performance in Russia , 2000 .

[55]  Herbert A. Simon,et al.  A Comparison of Organisation Theories , 1952 .

[56]  H. Gadamer.  Wahrheit und Methode : Grundzüge einer philosophischen Hermeneutik , 1965 .

[57]  Peter A. Bamberger,et al.  From the Editors Beyond Contextualization: Using Context Theories to Narrow the Micro-Macro Gap in Management Research , 2008 .

[58]  Adam Brandenburger,et al.  Value-based Business Strategy , 2005 .

[59]  Michael D. Ryall,et al.  How Do Value Creation and Competition Determine Whether a Firm Appropriates Value? , 2004, Manag. Sci..

[60]  Aya S. Chacar,et al.  Institutional settings and rent appropriation by knowledge‐based employees: the case of Major League Baseball , 2008 .

[61]  Christine L. Porath,et al.  What Results When Firms Implement Practices: The Differential Relationship between Specific Practices, Firm Financial Performance, Customer Service, and Quality , 2007, The Journal of applied psychology.

[62]  Y. Gong.  Subsidiary Staffing in Multinational Enterprises: Agency, Resources, and Performance , 2003 .

[63]  B. Chakravarthy.  Measuring strategic performance , 1986 .

[64]  Saku Mantere,et al.  Reasoning in Organization Science , 2013 .

[65]  M. Friedman.  The Social Responsibility of Business Is to Increase Its Profits , 2007 .

[66]  Olivier Chatain,et al.  Value Creation, Competition and Performance in Buyer-Supplier Relationships , 2011 .

[67]  Shay S. Tzafrir,et al.  The effect of human resource management practices on the perceptions of organizational and market performance of the firm , 1999 .

[68]  Catherine M. Dalton,et al.  Strategic Management Studies are a Special Case for Meta-Analysis , 2005 .

[69]  Douglas J. Miller,et al.  Competitive advantage and performance: the impact of value creation and costliness of imitation , 2009 .

[70]  F. Schmidt,et al.  Corporate Social and Financial Performance: A Meta-Analysis , 2003 .

[71]  P. Maik Hamann,et al.  Exploring the Dimensions of Organizational Performance: A Construct Validity Study , 2012 .

[72]  Ken G. Smith,et al.  Value Creation and Value Capture: A Multilevel Perspective , 2007 .

[73]  Wanda J. Orlikowski,et al.  Understanding Shifting Power Relations within and Across Organizations: A Critical Genre Analysis , 2008 .

[74]  Donald D. Bergh,et al.  Assessment and redirection of longitudinal analysis : Demonstration with a study of the diversification and divestiture relationship , 1997 .

[75]  A. Pavlovskaya,et al.  The effect of human resource management practices on firm performance in Russia , 2000 .

[76]  Ron Adner,et al.  A demand‐based perspective on sustainable competitive advantage , 2006 .

[77]  Scott L. Newbert.  Empirical research on the resource‐based view of the firm: an assessment and suggestions for future research , 2007 .

[78]  G. Stewart.  A Meta-Analytic Review of Relationships Between Team Design Features and Team Performance , 2006 .

[79]  Naresh Khatri,et al.  Managing human resource for competitive advantage: a study of companies in Singapore , 2000 .

[80]  Frederick Mosteller,et al.  Hypotheses and problems in research synthesis. , 1994 .

[81]  Paul J. Verdin,et al.  IS PERFORMANCE DRIVEN BY INDUSTRY- OR FIRM-SPECIFIC FACTORS? A NEW LOOK AT THE EVIDENCE , 2009 .

[82]  B. Skiera,et al.  Measuring Consumers' Willingness to Pay at the Point of Purchase , 2002 .

[83]  William H. Glick,et al.  The Myth of Firm Performance , 2013 .

[84]  Daniel Kahneman,et al.  Availability: A heuristic for judging frequency and probability , 1973 .

[85]  Peter Zemsky,et al.  Value Creation and Value Capture with Frictions , 2011 .

[86]  David J. Ketchen,et al.  The Role of Sampling in Strategic Management Research on Performance: A Two-Study Analysis , 2002 .

[87]  Kent D. Miller,et al.  Performance Feedback, Slack, and The Timing of Acquisitions , 2008 .

[88]  S. Lippman,et al.  A BARGAINING PERSPECTIVE ON RESOURCE ADVANTAGE , 2003 .

[89]  James C. Hayton,et al.  Strategic human capital management in SMEs: An empirical study of entrepreneurial performance , 2003 .

[90]  Constance E. Helfat,et al.  The managerial rents model: Theory and empirical analysis , 2001 .

[91]  Paul M. Wortman,et al.  Judging research quality. , 1994 .

[92]  O. Williamson,et al.  STRATEGY RESEARCH: GOVERNANCE AND COMPETENCE PERSPECTIVES , 1999 .

[93]  Herman Aguinis,et al.  Measurement Malaise in Strategic Management Studies , 2013 .

[94]  N. Steigenberger.  Power shifts in organizations: the role of high-performance work systems , 2013 .

[95]  J. Adetunji Adegbesan,et al.  On the Origins of Competitive Advantage: Strategic Factor Markets and Heterogeneous Resource Complementarity , 2009 .

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

[97]  Christopher L. Shook,et al.  The Dimensionality of Organizational Performance and its Implications for Strategic Management Research , 2005 .

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

[99]  Ji Li,et al.  Does Culture Affect Behavior and Performance of Firms? The Case of Joint Ventures in China , 2001 .

[100]  Matthew J. Higgins,et al.  The Intra-Alliance Division of Value Created through Collaboration , 2011 .

[101]  John E. Hunter,et al.  Methods of Meta-Analysis: Correcting Error and Bias in Research Findings , 1991 .

[102]  Carmen Weigelt,et al.  The impact of outsourcing new technologies on integrative capabilities and performance , 2009 .

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

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

[105]  David J. Ketchen,et al.  Constructs in Strategic Management , 2013 .

[106]  Mark A. Huselid,et al.  Technical and Strategic Human Resource Management Effectiveness as Determinants of Firm Performance , 1997 .

[107]  Tim Rowley.  Moving Beyond Dyadic Ties: A Network Theory of Stakeholder Influences , 1997 .