Skill-relatedness and firm diversification

According to the knowledge-based view of the firm, a firm’s workforce is its most important resource, and firms often diversify into activities that allow them to leverage human resources. Human capital also represents a main asset for employees. When switching jobs, individuals are expected to remain in industries that value the skills that they have developed in their previous work. Based on this observation, this article develops theoretical arguments and a statistical method that uses cross-industry labor flows to assess the skill-relatedness between industries. Industries classified in different sectors of the economy sometimes exhibit strong skill-relatedness linkages. Also, industry space, i.e., the resulting network that connects industries with overlapping skill requirements, is highly predictive of diversification moves on the part of firms. Diversification is found to be over 100 times more likely to occur into industries that have ties to a firm’s core activity in terms of skills than into industries that do not. This effect of skill-relatedness eclipses the effect of other types of relatedness, such as value chain linkages and classification-based relatedness.

[1]  Joseph P. H. Fan,et al.  The Measurement of Relatedness: An Application to Corporate Diversification , 2000 .

[2]  Michael A. Hitt,et al.  Antecedents and Performance Outcomes of Diversification: A Review and Critique of Theoretical Perspectives , 1990 .

[3]  J. Robins,et al.  A resource‐based approach to the multibusiness firm: Empirical analysis of portfolio interrelationships and corporate financial performance , 1995 .

[4]  Derek Neal,et al.  Industry-Specific Human Capital: Evidence from Displaced Workers , 1995, Journal of Labor Economics.

[5]  E. Wenger Communities of Practice: Learning, Meaning, and Identity , 1998 .

[6]  David J. Teece,et al.  Towards an economic theory of the multiproduct firm , 1982 .

[7]  M. Polanyi Chapter 7 – The Tacit Dimension , 1997 .

[8]  S. Rosenthal,et al.  Evidence on the nature and sources of agglomeration economies , 2004 .

[9]  Moshe Farjoun Beyond Industry Boundaries: Human Expertise, Diversification and Resource-Related Industry Groups , 1994 .

[10]  R. Rumelt,et al.  Diversification strategy and profitability , 1982 .

[11]  Adam B. Jaffe,et al.  Characterizing the “technological position” of firms, with application to quantifying technological opportunity and research spillovers☆ , 1989 .

[12]  Frank Neffke,et al.  Revealed Relatedness: Mapping Industry Space , 2008 .

[13]  César A. Hidalgo,et al.  The Product Space Conditions the Development of Nations , 2007, Science.

[14]  E. Wenger,et al.  Communities of Practice: The Organizational Frontier , 2000 .

[15]  A. Manning,et al.  Lousy and Lovely Jobs: The Rising Polarization of Work in Britain , 2007, The Review of Economics and Statistics.

[16]  R. Grant Toward a Knowledge-Based Theory of the Firm,” Strategic Management Journal (17), pp. , 1996 .

[17]  E. Dahmen,et al.  ‘Development Blocks’ in Industrial Economics , 1988 .

[18]  Chris Robinson,et al.  Human Capital Specificity: Evidence from the Dictionary of Occupational Titles and Displaced Worker Surveys, 1984–2000 , 2008, Journal of Labor Economics.

[19]  R. Coff,et al.  How Buyers Cope with Uncertainty When Acquiring Firms in Knowledge-Intensive Industries: Caveat Emptor , 1999 .

[20]  G. Dosi Technological Paradigms and Technological Trajectories: A Suggested Interpretation of the Determinants and Directions of Technical Change , 1982 .

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

[22]  Jennifer A. Chatman Matching People and Organizations: Selection and Socialization in Public Accounting Firms , 1989 .

[23]  Vasudevan Ramanujam,et al.  Diversification and Performance: A Reexamination using A New Two-Dimensional Conceptualization of Diversity in Firms , 1987 .

[24]  Moshe Farjoun,et al.  The independent and joint effects of the skill and physical bases of relatedness in diversification , 1998 .

[25]  Mark S. Granovetter The Strength of Weak Ties , 1973, American Journal of Sociology.

[26]  R. Grant On 'Dominant Logic', Relatedness and the Link between Diversity and Performance , 1988 .

[27]  M. C. Jensen,et al.  Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers , 1999 .

[28]  I. Nonaka,et al.  A firm as a knowledge-creating entity: a new perspective on the theory of the firm , 2000 .

[29]  Harbir Singh,et al.  The impact of modes of entry and resource fit on modes of exit by multibusiness firms , 1999 .

[30]  J. Schumpeter The Theory of Economic Development: An Inquiry into Profits, Capital, Credit, Interest, and the Business Cycle , 1934 .

[31]  M. Gordon,et al.  PUBLICATION RECORDS AND TENURE DECISIONS IN THE FIELD OF STRATEGIC MANAGEMENT , 1996 .

[32]  Margarethe F. Wiersema,et al.  The measurement of corporate portfolio strategy: analysis of the content validity of related diversification indexes , 2003 .

[33]  K. Frenken,et al.  Related Variety, Unrelated Variety and Regional Economic Growth , 2007 .

[34]  Nan Lin,et al.  Access to occupations through social ties , 1986 .

[35]  M. Porter From Competitive Advantage to Corporate Strategy , 1989 .

[36]  Human Capital Mismatches along the Career Path , 2010 .

[37]  Lasse B. Lien,et al.  Using Competition to Measure Relatedness , 2009 .

[38]  George R. Neumann,et al.  The returns to skill , 2006 .

[39]  Roberto M. Fernandez,et al.  Social Capital at Work: Networks and Employment at a Phone Center , 2000, American Journal of Sociology.

[40]  David J. Bryce,et al.  A General Interindustry Relatedness Index , 2009, Manag. Sci..

[41]  David C. Mowery,et al.  Finance and Corporate Evolution in Five Industrial Economies, 1900–1950 , 1992 .

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

[43]  Jennifer A. Chatman,et al.  Assessing the Relationship between Industry Characteristics and Organizational Culture: How Different can You Be? , 1994 .

[44]  Marvin B. Lieberman,et al.  Acquisition vs. Internal Development as Modes of Market Entry , 2009 .

[45]  R. Nelson Recent Evolutionary Theorizing about Economic Change , 2005, Technology, Institutions, and Economic Growth.

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

[47]  Sea Jin Chang,et al.  AN EVOLUTIONARY PERSPECTIVE ON DIVERSIFICATION AND CORPORATE RESTRUCTURING: ENTRY, EXIT, AND ECONOMIC PERFORMANCE DURING 1981–89 , 1996 .

[48]  Cynthia A. Montgomery,et al.  Diversified expansion by large established firms , 1991 .

[49]  Organizations , 1992, Restoration & Management Notes.

[50]  A. Jacquemin,et al.  Entropy Measure of Diversification and Corporate Growth , 1979 .

[51]  K. Pavitt Sectoral Patterns of Technical Change : Towards a Taxonomy and a Theory : Research Policy , 1984 .

[52]  James D. Blocher,et al.  Measurement of Firm Diversification: Is It Robust? , 1992 .

[53]  Ron Boschma,et al.  Surviving in agglomerations: Plant evolution and the changing benefits of the local environment , 2008 .

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

[55]  F. Rothaermel,et al.  Old technology meets new technology: complementarities, similarities, and alliance formation , 2008 .

[56]  Ron Boschma,et al.  How Do Regions Diversify over Time? Industry Relatedness and the Development of New Growth Paths in Regions , 2011 .

[57]  B. Wegener,et al.  Job Mobility and Social Ties: Social Resources, Prior Job, and Status Attainment , 1991 .

[58]  E. Penrose The theory of the growth of the firm twenty-five years after , 1960 .

[59]  M. Nilsson A Tale of Two Clusters: Sharing Resources to Compete , 2008 .

[60]  A. Lemelin,et al.  Relatedness in the Patterns of Interindustry Diversification , 1982 .

[61]  Birger Wernerfelt,et al.  The link between resources and type of diversification: Theory and evidence , 1991 .

[62]  Laura B. Cardinal,et al.  Curvilinearity in the diversification–performance linkage: an examination of over three decades of research , 2000 .

[63]  S. Winter,et al.  Understanding corporate coherence: Theory and evidence , 1994 .

[64]  R. Willig,et al.  Economies of scope , 1981 .

[65]  Ljubica Nedelkoska Human Capital in Transition : on the Changing skill requirements and skill transferability , 2011 .

[66]  Kathleen M. Eisenhardt,et al.  DYNAMIC CAPABILITIES, WHAT ARE THEY? , 2000 .

[67]  Douglas D. Moesel,et al.  CONSTRUCT VALIDITY OF AN OBJECTIVE (ENTROPY) CATEGORICAL MEASURE OF DIVERSIFICATION STRATEGY , 1993 .

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

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

[70]  David Autor,et al.  The Skill Content of Recent Technological Change: An Empirical Exploration , 2003 .

[71]  Christina Gathmann,et al.  How General Is Human Capital? A Task‐Based Approach , 2007, Journal of Labor Economics.

[72]  G. Dosi Sources, Procedures, and Microeconomic Effects of Innovation , 1988 .

[73]  R. Coase The Nature of the Firm , 1937 .

[74]  Raimar Richers The theory of economic development , 1961 .

[75]  F. Malerba,et al.  Knowledge-relatedness in firm technological diversification , 2003 .

[76]  G. Becker,et al.  Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education, Third Edition , 1993 .

[77]  Sidney G. Winter,et al.  A General Inter-Industry Relatedness Index , 2006 .

[78]  Aubrey Silberston,et al.  Diversification and Integration in American Industry. , 1962 .

[79]  Gary S Becker,et al.  Front matter, Human Capital: A Theoretical and Empirical Analysis, with Special Reference to Education , 1965 .

[80]  Daniel Parent,et al.  Industry‐Specific Capital and the Wage Profile: Evidence from the National Longitudinal Survey of Youth and the Panel Study of Income Dynamics , 2000, Journal of Labor Economics.