Recruitment, knowledge integration and modes of innovation

This paper investigates how the strength and intrinsic characteristics of firms’ knowledge bases and processing routines have evolved with the past inflow of employees. The empirical analysis is based on linked public register and innovation survey data for Norway. It finds that recruitment from universities, research institutes and higher education institutions has increased the capacity of firms to generate technical inventions. Yet, the organizational knowledge bases and processing routines on which commercial innovation output depends have been strengthened only by the recruitment that has occurred from related industries. Implications for research, management and policy are drawn.

[1]  Jasjit Singh,et al.  Recruiting for Ideas: How Firms Exploit the Prior Inventions of New Hires , 2010, Manag. Sci..

[2]  Edward Lorenz,et al.  Why all this fuss about codified and tacit knowledge , 2002 .

[3]  Constance E. Helfat,et al.  Product Sequencing: Co-Evolution of Knowledge, Capabilities and Products , 2000 .

[4]  E. V. D. Velde,et al.  National innovation policy and global open innovation: exploring balances, tradeoffs and complementarities , 2010 .

[5]  M. Knell,et al.  Embodied knowledge and sectoral linkages: An input–output approach to the interaction of high- and low-tech industries , 2009 .

[6]  Isabelle Bouty Interpersonal and Interaction Influences on Informal Resource Exchanges Between R&D Researchers Across Organizational Boundaries , 2000 .

[7]  Catherine Beaudry,et al.  Who's right, Marshall or Jacobs? The localization versus urbanization debate , 2009 .

[8]  G. Hoetker The use of logit and probit models in strategic management research: Critical issues , 2007 .

[9]  Marked for life? On researcher involvement at infancy and the innovative capabilities of survivor firms , 2014 .

[10]  Bart Nooteboom,et al.  Empirical Tests of Optimal Cognitive Distance , 2004 .

[11]  Heidi Wiig Aslesen,et al.  On industrial knowledge bases, commercial opportunities and global innovation network linkages , 2014 .

[12]  Jacques Mairesse,et al.  Measuring the Returns to R&D , 2009, SSRN Electronic Journal.

[13]  Daniel Tzabbar When does scientist recruitment affect technological repositioning , 2009 .

[14]  D. Shepherd,et al.  Building an integrative model of small business growth , 2009 .

[15]  Martin Andersson,et al.  Characteristics and Performance of New Firms and Spinoffs in Sweden , 2012 .

[16]  Eric H. Kessler,et al.  Internal Vs. External Learning In New Product Development: Effects On Speed, Costs And Competitive Advantage , 2000 .

[17]  S. Winter,et al.  An evolutionary theory of economic change , 1983 .

[18]  Rikard Eriksson,et al.  Localized mobility clusters: impacts of labour market externalities on firm performance , 2008 .

[19]  R. Boschma,et al.  The effect of intra- and inter-regional labour mobility on plant performance in Denmark: the significance of related labour inflows , 2014 .

[20]  Ian Miles,et al.  Patterns of innovation in service industries , 2008, IBM Syst. J..

[21]  Paul Almeida,et al.  Learning - by - Hiring: When Is Mobility More Likely to Facilitate Interfirm Knowledge Transfer? , 2003, Manag. Sci..

[22]  Ajay Agrawal,et al.  International labor mobility and knowledge flow externalities , 2008 .

[23]  Gino Cattani,et al.  Competitive Implications of Interfirm Mobility , 2006, Organ. Sci..

[24]  R. Katila,et al.  Where do resources come from? The role of idiosyncratic situations , 2004 .

[25]  Bronwyn H Hall,et al.  Measuring the Returns to R&D: The Depreciation Problem , 2007 .

[26]  Stephen M. Shortell,et al.  New Organizational Forms for Enhancing Innovation: The Case of Internal Corporate Joint Ventures , 1991 .

[27]  D. Dougherty A PRACTICE-CENTERED MODEL OF ORGANIZATIONAL RENEWAL THROUGH PRODUCT INNOVATION , 1992 .

[28]  R. Nelson,et al.  Investment in humans, technological diffusion and economic growth , 1965 .

[29]  Srilata Zaheer,et al.  Knowledge Retention and Personnel Mobility: The Nondisruptive Effects of Inflows of Experience , 2003, Organ. Sci..

[30]  E. Strobl,et al.  Spillovers from Foreign Firms Through Worker Mobility: An Empirical Investigation , 2002, SSRN Electronic Journal.

[31]  B. Ebersberger,et al.  Go abroad or have strangers visit? On organizational search spaces and local linkages , 2012 .

[32]  A. Arundel,et al.  What percentage of innovations are patented? empirical estimates for European firms , 1998 .

[33]  Reinhilde Veugelers,et al.  In Search of Complementarity in Innovation Strategy: Internal R&D and External Knowledge Acquisition , 2006, Manag. Sci..

[34]  R. Martin,et al.  Path dependence and regional economic evolution , 2006 .

[35]  P. A. Losty,et al.  A Behavioural Theory of the Firm , 1965 .

[36]  Keld Laursen Keep searching and you’ll find: what do we know about variety creation through firms’ search activities for innovation? , 2012 .

[37]  Peter J. Lane,et al.  Relative absorptive capacity and interorganizational learning , 1998 .

[38]  Erwin Danneels The dynamics of product innovation and firm competences , 2002 .

[39]  I. Nonaka A Dynamic Theory of Organizational Knowledge Creation , 1994 .

[40]  Rikard Eriksson,et al.  How does labour mobility affect the performance of plants? The importance of relatedness and geographical proximity , 2008 .

[41]  Nancy P. Rothbard,et al.  Unpacking Prior Experience: How Career History Affects Job Performance , 2009, Organ. Sci..

[42]  A. Isaksen,et al.  Combined and Complex Mode of Innovation in Regional Cluster Development: Analysis of the Light-Weight Material Cluster in Raufoss, Norway , 2012 .

[43]  Z. Griliches Patent Statistics as Economic Indicators: a Survey , 1990 .

[44]  D. Third OECD/Eurostat . Oslo Manual-Guidelines for Collecting and Interpreting Technological Innovation Paris, France: , 2005 .

[45]  Frank Neffke,et al.  Skill-relatedness and firm diversification , 2013 .

[46]  R. Grant,et al.  Environments: Organizational Capability as Knowledge Integration , 2022 .

[47]  Dirk Van den Poel,et al.  Binary quantile regression: a Bayesian approach based on the asymmetric Laplace distribution , 2012 .

[48]  A. Agrawal,et al.  Gone but not Forgotten: Knowledge Flows, Labor Mobility, and Enduring Social Relationships , 2006 .

[49]  J. Pennings,et al.  Human Capital, Inter-firm Mobility and Organizational Evolution , 2007 .

[50]  Ulrich Kaiser,et al.  Unraveling the Role of Public Researcher Mobility for Industrial Innovation , 2011, SSRN Electronic Journal.

[51]  K. Blind,et al.  Motives to patent: Empirical evidence from Germany , 2006 .

[52]  Rikard Eriksson,et al.  Agglomeration Mobility: Effects of Localisation, Urbanisation, and Scale on Job Changes , 2008 .

[53]  B. Nooteboom Learning and Innovation in Organizations and Economies , 2000 .

[54]  Julian Birkinshaw,et al.  Special Issue: Knowledge, Knowing, and Organizations: Knowledge as a Contingency Variable: Do the Characteristics of Knowledge Predict Organization Structure? , 2002, Organ. Sci..

[55]  J. Heckman Sample selection bias as a specification error , 1979 .

[56]  B. Ebersberger,et al.  Product Innovation and the Complementarities of External Interfaces , 2011 .

[57]  A. Salter,et al.  Open for innovation: the role of openness in explaining innovation performance among U.K. manufacturing firms , 2006 .

[58]  B. Ebersberger,et al.  Urban agglomerations, knowledge-intensive services and innovation: establishing the core connections , 2014 .

[59]  P. Mohnen,et al.  Is inter-firm labor mobility a channel of knowledge spillovers? Evidence from a linked employer--employee panel , 2009 .

[60]  The routine may be stable but the advantage is not: competitive implications of key employee mobility , 2010 .

[61]  Hayagreeva Rao,et al.  Overcoming Resource Constraints on Product Innovation by Recruiting Talent From Rivals: A Study of the Mutual Fund Industry, 1986–1994 , 2002 .

[62]  Michael S. Dahl,et al.  Knowledge flows through informal contacts in industrial clusters: myth or reality? , 2004 .

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

[64]  Nathan Rosenberg,et al.  Handbook of the Economics of Innovation , 2013 .

[65]  Richard Shearmur The Geography of Intrametropolitan KIBS Innovation: Distinguishing Agglomeration Economies from Innovation Dynamics , 2012 .

[66]  R. Katila New Product Search Over Time: Past Ideas in Their Prime? , 2002 .

[67]  Rikard Eriksson,et al.  Papers in Evolutionary Economic Geography # 10 . 04 Localized Spillovers and Knowledge Flows : How Does Proximity Influence the Performance of Plants ? , 2010 .

[68]  Martin Andersson,et al.  Implementing an R&D Strategy without Prior R&D-Experience Recruitment as a Source of R&D-related Routines and Capabilities? , 2013 .

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

[70]  C. Ai,et al.  Interaction terms in logit and probit models , 2003 .

[71]  Tamás Bartus Estimation of Marginal Effects using Margeff , 2005 .

[72]  Patrick A. Puhani,et al.  The Heckman Correction for Sample Selection and Its Critique - A Short Survey , 2000 .

[73]  Henry Mintzberg,et al.  Structure in Fives: Designing Effective Organizations , 1983 .

[74]  Jinyoun Kim,et al.  Labor Mobility of Scientists, Technological Diffusion, and the Firm's Patenting Decision , 2001 .

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

[76]  B. Lundvall,et al.  Forms of knowledge and modes of innovation , 2007 .

[77]  Ulrich Kaiser,et al.  Balancing Internal and External Knowledge Acquisition: The Gains and Pains from R&D Outsourcing , 2010 .

[78]  Sverre J. Herstad,et al.  Globalization, Modes of Innovation and Regional Knowledge Diffusion Infrastructures , 2012 .

[79]  Liliana Herrera,et al.  Mobility of public researchers, scientific knowledge transfer, and the firm's innovation process , 2010 .

[80]  A. Rodríguez‐Pose,et al.  In Economics and Social Sciences Working Papers Series Firm Collaboration and Modes of Innovation in Norway Firm Collaboration and Modes of Innovation in Norway Firm Collaboration and Modes of Innovation in Norway , 2022 .

[81]  John Cantwell,et al.  MNE competence‐creating subsidiary mandates , 2005 .

[82]  David B. Audretsch,et al.  Innovation, growth and survival , 1995 .

[83]  Steven Postrel,et al.  Shared knowledge, “glitches,” and product development performance , 1999 .

[84]  Thomas Hatzichronoglou Revision of the High-Technology Sector and Product Classification , 1997 .

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

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

[87]  Kari Kristinsson,et al.  Does a different view create something new? The effect of employee diversity on innovation , 2011 .

[88]  Etienne Wenger,et al.  Situated Learning: Legitimate Peripheral Participation , 1991 .

[89]  Karin Hoisl,et al.  Inventors and invention processes in Europe: Results from the PatVal-EU survey , 2007 .

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

[91]  D. Czarnitzki The Extent and Evolution of Productivity Deficiency in Eastern Germany , 2005 .

[92]  Lori Rosenkopf,et al.  Overcoming Local Search Through Alliances and Mobility , 2003, Manag. Sci..

[93]  Ragnhild Balsvik,et al.  Is Labor Mobility a Channel for Spillovers from Multinationals? Evidence from Norwegian Manufacturing , 2011, The Review of Economics and Statistics.

[94]  A. Gambardella,et al.  The Market for Patents in Europe , 2006 .

[95]  Zvi Griliches,et al.  Productivity and R and D at the Firm Level , 1981 .

[96]  Bruno Crépon,et al.  Research, Innovation, and Productivity: an Econometric Analysis at the Firm Level , 1998 .

[97]  Edward Lorenz,et al.  Accounting for Creativity in the European Union: A multi-level analysis of individual competence, labour market structure, and systems of education and training , 2011 .

[98]  Ron Boschma,et al.  The emerging empirics of evolutionary economic geography , 2011 .

[99]  J. Henderson,et al.  Understanding knowledge spillovers , 2007 .

[100]  Brian D. Johnson,et al.  Is the Magic Still There? The Use of the Heckman Two-Step Correction for Selection Bias in Criminology , 2007 .

[101]  Rafael A. Corredoira,et al.  Should auld acquaintance be forgot? the reverse transfer of knowledge through mobility ties , 2009 .

[102]  April Franco,et al.  KNOWLEDGE TRANSFER THROUGH INHERITANCE: SPIN- OUT GENERATION, DEVELOPMENT, AND SURVIVAL , 2004 .

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

[104]  Bart Nooteboom,et al.  Optimal cognitive distance and absorptive capacity , 2007 .