Risky Recombinations: Institutional Gatekeeping in the Innovation Process

Theories of innovation and technical change posit that inventions that combine knowledge across technology domains have greater impact than inventions drawn from a single domain. The evidence for this claim comes mostly from research on patented inventions and ignores failed patent applications. We draw on insights from research into institutional gatekeeping to theorize that, to be granted, patent applications that span technological domains must be better than otherwise-comparable, narrower applications. Using data on failed and successful patent applications, we estimate an integrated, two-stage model that accounts for differential selection. We find that more domain-spanning patent applications are less likely to be approved, and that controlling for this differential selection reduces the estimated effect of knowledge recombination on innovation impact by about a third. By conceptualizing the patent-approval process as a form of institutional gatekeeping, this paper highlights the institutional underpinnings of and constraints on the innovation process.

[1]  David H. Hsu,et al.  Knowledge Brokering and Organizational Innovation: Founder Imprinting Effects , 2014, Organ. Sci..

[2]  Rodolphe Durand,et al.  Legitimating Agencies in the Face of Selection: The Case of AACSB , 2005 .

[3]  M. Tushman,et al.  Boundary Spanning Individuals: Their Role in Information Transfer and Their Antecedents , 1981 .

[4]  O. Sorenson,et al.  Technology as a complex adaptive system: evidence from patent data , 2001 .

[5]  Simon Rodan,et al.  Knowledge Networks, Collaboration Networks, and Exploratory Innovation , 2014 .

[6]  Valerio Sterzi,et al.  Patent quality and ownership: an analysis of UK Faculty patenting , 2013 .

[7]  Damon J. Phillips,et al.  The Specialist Discount , 2016 .

[8]  Ann E. Reisner,et al.  Gatekeeping in action : Editorial conferences and assessments of newsworthiness , 1998 .

[9]  Pierre Azoulay,et al.  Matthew: Effect or Fable? , 2012, Manag. Sci..

[10]  Jean‐Pascal Gond,et al.  Standardization as Institutional Work: The Regulatory Power of a Responsible Investment Standard , 2012 .

[11]  Yi-Fen Huang,et al.  The impact of technological diversity and organizational slack on innovation , 2010 .

[12]  Gianluca Carnabuci,et al.  Knowledge Specialization, Knowledge Brokerage and the Uneven Growth of Technology Domains , 2009 .

[13]  John B. Cullen,et al.  Search behavior of the diversified firm: The impact of fit on innovation , 2013 .

[14]  A. Nerkar,et al.  Beyond local search: boundary‐spanning, exploration, and impact in the optical disk industry , 2001 .

[15]  Francisco Polidoro,et al.  The Competitive Implications of Certifications: The Effects of Scientific and Regulatory Certifications on Entries into New Technical Fields , 2013 .

[16]  Jacques Michel,et al.  Patent citation analysis.A closer look at the basic input data from patent search reports , 2001, Scientometrics.

[17]  Laura B. Cardinal,et al.  The Use of Knowledge for Technological Innovation Within Diversified Firms , 2007 .

[18]  O. Sorenson,et al.  Science as a Map in Technological Search , 2000 .

[19]  Dominique Guellec,et al.  Claiming More: The Increased Voluminosity of Patent Applications and its Determinants , 2006 .

[20]  Ezra W. Zuckerman,et al.  Why knowledge does not equal power: the network redundancy trade-off , 2008 .

[21]  Jan W. Rivkin,et al.  Complexity, Networks and Knowledge Flow , 2002 .

[22]  Martin Ruef,et al.  Credit and Classification: The Impact of Industry Boundaries in Nineteenth-Century America , 2009 .

[23]  Alfons Palangkaraya,et al.  Patent Examination Outcomes and the National Treatment Principle , 2014, SSRN Electronic Journal.

[24]  L. Fleming,et al.  Collaborative Brokerage, Generative Creativity, and Creative Success , 2007 .

[25]  R. Burt Structural Holes and Good Ideas1 , 2004, American Journal of Sociology.

[26]  Atul Nerkar,et al.  Old Is Gold? The Value of Temporal Exploration in the Creation of New Knowledge , 2003, Manag. Sci..

[27]  D. Harhoff,et al.  Determinants of Opposition against EPO Patent Grants – The Case of Biotechnology and Pharmaceuticals ∗ , 2002 .

[28]  Ezra W. Zuckerman,et al.  Structural Incoherence and Stock Market Activity , 2004 .

[29]  Erin E Leahey,et al.  Not by Productivity Alone: How Visibility and Specialization Contribute to Academic Earnings , 2007 .

[30]  W. Greene,et al.  Accounting for Excess Zeros and Sample Selection in Poisson and Negative Binomial Regression Models , 1994 .

[31]  Martin Meyer,et al.  What is Special about Patent Citations? Differences between Scientific and Patent Citations , 2000, Scientometrics.

[32]  Sharique Hasan,et al.  Specialization and Career Dynamics , 2013 .

[33]  Karim R. Lakhani,et al.  Looking Across and Looking Beyond the Knowledge Frontier: Intellectual Distance, Novelty, and Resource Allocation in Science , 2016, Manag. Sci..

[34]  M. Hannan,et al.  Category Spanning, Distance, and Appeal , 2011 .

[35]  Brian Uzzi,et al.  A New Method for Identifying Recombinations of Existing Knowledge Associated with High‐Impact Innovation , 2016 .

[36]  Michael T. Hannan,et al.  Multiple Category Memberships in Markets: An Integrative Theory and Two Empirical Tests , 2009 .

[37]  Neal Caren,et al.  Making the News , 2010 .

[38]  Gianluca Carnabuci,et al.  Where do firms' recombinant capabilities come from? Intraorganizational networks, knowledge, and firms' ability to innovate through technological recombination , 2013 .

[39]  Ezra W. Zuckerman,et al.  Robust Identities or Nonentities? Typecasting in the Feature‐Film Labor Market1 , 2003, American Journal of Sociology.

[40]  E. Leahey,et al.  Gender Differences in Productivity , 2006 .

[41]  Melissa A. Schilling,et al.  Recombinant Search and Breakthrough Idea Generation: An Analysis of High Impact Papers in the Social Sciences , 2011 .

[42]  Dietmar Harhoff,et al.  How to measure patent thickets—A novel approach , 2011 .

[43]  M. Tushman Special Boundary Roles in the Innovation Process. , 1977 .

[44]  Sarah Kaplan,et al.  The double-edged sword of recombination in breakthrough innovation: The Double-Edged Sword of Recombination , 2015 .

[45]  Ammon Salter,et al.  Evaluating Novelty: The Role of Panels in the Selection of R&D Projects , 2017 .

[46]  Alan L. Porter,et al.  Peer Review of Interdisciplinary Research Proposals , 1985 .

[47]  Adam B. Jaffe,et al.  Patent citation data in social science research: Overview and best practices , 2016, J. Assoc. Inf. Sci. Technol..

[48]  Dan Wang,et al.  Social Movement Organizational Collaboration: Networks of Learning and the Diffusion of Protest Tactics, 1960–19951 , 2012, American Journal of Sociology.

[49]  J. Lerner The Importance of Patent Scope: An Empirical Analysis , 1994 .

[50]  Benjamin F. Jones,et al.  Supporting Online Material Materials and Methods Figs. S1 to S3 References the Increasing Dominance of Teams in Production of Knowledge , 2022 .

[51]  Sai Yayavaram,et al.  Decomposability in Knowledge Structures and Its Impact on the Usefulness of Inventions and Knowledge-base Malleability , 2008 .

[52]  Greta Hsu,et al.  Explaining Variation in Organizational Identity Categorization , 2013, Organ. Sci..

[53]  J. Vaupel,et al.  The impact of heterogeneity in individual frailty on the dynamics of mortality , 1979, Demography.

[54]  Jasjit Singh,et al.  Lone Inventors as Source of Breakthroughs: Myth or Reality? , 2009, Manag. Sci..

[55]  Devi R. Gnyawali,et al.  When Do Relational Resources Matter? Leveraging Portfolio Technological Resources for Breakthrough Innovation , 2011 .

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

[57]  Karin Hoisl,et al.  Knowledge Recombination Across Technological Boundaries: Scientists vs. Engineers , 2013, Manag. Sci..

[58]  Andrew B. Hargadon,et al.  Technology brokering and innovation in a product development firm. , 1997 .

[59]  Hitoshi Mitsuhashi,et al.  From Plan to Plant: Effects of Certification on Operational Start-up in the Emergent Independent Power Sector , 2007, Organ. Sci..

[60]  Lee Fleming,et al.  Special Issue on Design and Development: Recombinant Uncertainty in Technological Search , 2001, Manag. Sci..

[61]  Andrew B. Hargadon Brokering knowledge: Linking learning and innovation , 2002 .

[62]  Ezra W. Zuckerman,et al.  The Categorical Imperative: Securities Analysts and the Illegitimacy Discount , 1999, American Journal of Sociology.

[63]  Rachelle C. Sampson R&D Alliances & Firm Performance: The Impact of Technological Diversity and Alliance Organization on Innovation , 2003 .

[64]  K. Mcneil,et al.  Regulation of medical devices and organizational behavior in hospitals. , 1977, Administrative science quarterly.

[65]  Dietmar Harhoff,et al.  Modelling the Duration of Patent Examination at the European Patent Office , 2005, Manag. Sci..

[66]  Benjamin F. Jones,et al.  Atypical Combinations and Scientific Impact , 2013, Science.

[67]  Bruno van Pottelsberghe de la Potterie,et al.  The rigour of EPO's patentability criteria: An insight into the "induced withdrawals". , 2007 .