Sorenson O (Sorenson, Olav), Rivkin JW (Rivkin, Jan W.), Fleming L (Fleming, Lee) "Complexity, networks and knowledge flow" Research Policy 35(7):994-1017, September 2006.
Eugene Garfield
garfield at CODEX.CIS.UPENN.EDU
Thu Nov 16 16:44:13 EST 2006
E-mail Addresses: osorenson at london.edu, jrivkin at hbs.edu, lfleming at hbs.edu
Title: Complexity, networks and knowledge flow
Author(s): Sorenson O (Sorenson, Olav), Rivkin JW (Rivkin, Jan W.), Fleming
L (Fleming, Lee)
Source: RESEARCH POLICY 35 (7): 994-1017 SEP 2006
Document Type: Review
Language: English
Cited References: 102 Times Cited: 0
Abstract:
Because knowledge plays an important role in the creation of wealth,
economic actors often wish to skew the flow of knowledge in their favor. We
ask, when will an actor socially close to the source of some knowledge have
the greatest advantage over distant actors in receiving and building on the
knowledge? Marrying a social network perspective with a view of knowledge
transfer as a search process, we argue that the value of social proximity
to the knowledge source depends crucially on the nature of the knowledge at
hand. Simple knowledge diffuses equally to close and distant actors because
distant recipients with poor connections to the source of the knowledge can
compensate for their limited access by means of unaided local search.
Complex knowledge resists diffusion even within the social circles in which
it originated. With knowledge of moderate complexity, however, high-
fidelity transmission along social networks combined with local search
allows socially proximate recipients to receive and extend knowledge
generated elsewhere, while interdependencies stymie more distant recipients
who rely heavily on unaided search. To test this hypothesis, we examine
patent data and compare citation rates across proximate and distant actors
on three dimensions: (1) the inventor collaboration network; (2) firm
membership; and (3) geography. We find robust support for the proposition
that socially proximate actors have the greatest advantage over distant
actors for knowledge of moderate complexity. We discuss the implications of
our findings for the distribution of intra-industry profits, the geographic
agglomeration of industries, the design of social networks within firms,
and the modularization of technologies. (c) 2006 Elsevier B.V. All rights
reserved.
Addresses: Sorenson O (reprint author), London Business Sch, Sussex
Pl,Regents Pk, London NW1 4SA, England
London Business Sch, London NW1 4SA, England
Harvard Univ, Sch Business, Boston, MA 02163 USA
E-mail Addresses: osorenson at london.edu, jrivkin at hbs.edu, lfleming at hbs.edu
Publisher: ELSEVIER SCIENCE BV, PO BOX 211, 1000 AE AMSTERDAM, NETHERLANDS
Subject Category: MANAGEMENT; PLANNING & DEVELOPMENT
IDS Number: 082MS
ISSN: 0048-7333
CITED REFERENCES :
ALCACER J
IN PRESS EC STAT
ALLEN TJ
MANAGING FLOW TECHNO : 1977
ARGOTE L
ORG LEARNING CREATIN : 1999
ARROW KJ
LIMITS ORG : 1974
ARROW KJ
RATE DIRECTION INVEN : 609 1962
AUDRETSCH DB
Innovative clusters and the industry life cycle
REVIEW OF INDUSTRIAL ORGANIZATION 11 : 253 1996
BAKER WE
Social networks and loss of capital
SOCIAL NETWORKS 26 : 91 2004
BALDWIN CY
DESIGN RULES POWER : 2000
BASALLA G
EVOLUTION TECHNOLOGY : 1988
BOSSARD JHS
AM J SOCIOL 38 : 219 1932
BRESCHI S
MOBILITY SOCIAL NETW : 2002
BURT RS
SOCIAL CONTAGION AND INNOVATION - COHESION VERSUS STRUCTURAL EQUIVALENCE
AMERICAN JOURNAL OF SOCIOLOGY 92 : 1287 1987
BURT RS
STRUCTURAL HOLES SOC : 1992
CHEW WB
MEASURES MANUFACTURI : 129 1990
CHRISTENSEN CM
Disruption, disintegration and the dissipation of differentiability
INDUSTRIAL AND CORPORATE CHANGE 11 : 955 2002
COHEN WM
ABSORPTIVE-CAPACITY - A NEW PERSPECTIVE ON LEARNING AND INNOVATION
ADMINISTRATIVE SCIENCE QUARTERLY 35 : 128 1990
COHEN WM
PROTECTING THEIR INT : 2000
COLEMAN J
THE DIFFUSION OF AN INNOVATION AMONG PHYSICIANS
SOCIOMETRY 20 : 253 1957
COLEMAN JS
MED INNOVATION DIFFU : 1966
DAVIS GF
AM J SOCIOL 103 : 1 1980
DUGUET E
EC INNOVATION NEW TE 14 : 375 2005
DURKHEIM E
ELEMENTARY FORMS REL : 1912
FELD SL
THE FOCUSED ORGANIZATION OF SOCIAL TIES
AMERICAN JOURNAL OF SOCIOLOGY 86 : 1015 1981
FLEMING L
Technology as a complex adaptive system: evidence from patent data
RESEARCH POLICY 30 : 1019 2001
FLEMING L
Science as a map in technological search
STRATEGIC MANAGEMENT JOURNAL 25 : 909 2004
FRIEDRICH RJ
IN DEFENSE OF MULTIPLICATIVE TERMS IN MULTIPLE-REGRESSION EQUATIONS
AMERICAN JOURNAL OF POLITICAL SCIENCE 26 : 797 1982
GILFILLAN S
INVENTING SHIP : 1935
GRILICHES Z
HYBRID CORN - AN EXPLORATION IN THE ECONOMICS OF TECHNOLOGICAL-CHANGE
ECONOMETRICA 25 : 501 1957
GULATI R
Social structure and alliance formation patterns: A longitudinal analysis
ADMINISTRATIVE SCIENCE QUARTERLY 40 : 619 1995
HAGERSTRAND T
INNOVATION DIFFUSION : 1953
HALL BH
8498 NAT BUR EC RES : 2001
HANSEN MT
The search-transfer problem: The role of weak ties in sharing knowledge
across organization subunits
ADMINISTRATIVE SCIENCE QUARTERLY 44 : 82 1999
HARGADON A
TECHNOLOGY MANAGEMEN : 1998
HEDSTROM P
CONTAGIOUS COLLECTIVITIES - ON THE SPATIAL DIFFUSION OF SWEDISH TRADE-
UNIONS, 1890-1940
AMERICAN JOURNAL OF SOCIOLOGY 99 : 1157 1994
HEDSTROM P
CONTAGIOUS COLLECTIVITIES - ON THE SPATIAL DIFFUSION OF SWEDISH TRADE-
UNIONS, 1890-1940
AMERICAN JOURNAL OF SOCIOLOGY 99 : 1157 1994
HENDERSON R
MEASURING COMPETENCE - EXPLORING FIRM EFFECTS IN PHARMACEUTICAL RESEARCH
STRATEGIC MANAGEMENT JOURNAL 15 : 63 1994
IRWIN DA
LEARNING-BY-DOING SPILLOVERS IN THE SEMICONDUCTOR INDUSTRY
JOURNAL OF POLITICAL ECONOMY 102 : 1200 1994
JAFFE AB
GEOGRAPHIC LOCALIZATION OF KNOWLEDGE SPILLOVERS AS EVIDENCED BY PATENT
CITATIONS
QUARTERLY JOURNAL OF ECONOMICS 108 : 577 1993
JORDAN K
RIGHT TOOLS JOB WORK : 77 1992
KAUFFMAN SA
ORIGINS ORDER : 1993
KING G
POLIT ANAL 9 : 137 2001
KOGUT B
KNOWLEDGE OF THE FIRM, COMBINATIVE CAPABILITIES, AND THE REPLICATION OF
TECHNOLOGY
ORGANIZATION SCIENCE 3 : 383 1992
KRUGMAN PR
GEOGRAPHY TRADE : 1991
LANJOUW JO
Patent quality and research productivity: Measuring innovation with
multiple indicators
ECONOMIC JOURNAL 114 : 441 2004
LAZARSFELD PF
PEOPLES CHOICE VOTER : 1944
LEVIN RC
BROOKINGS PAPERS EC 3 : 783 1987
LEVINTHAL DA
Adaptation on rugged landscapes
MANAGEMENT SCIENCE 43 : 934 1997
LIM K
MANY FACES ABSORPTIV : 2001
LIPPMAN SA
UNCERTAIN IMITABILITY - AN ANALYSIS OF INTERFIRM DIFFERENCES IN EFFICIENCY
UNDER COMPETITION
BELL JOURNAL OF ECONOMICS 13 : 418 1982
MAHAJAN V
NEW PRODUCT DIFFUSION-MODELS IN MARKETING - A REVIEW AND DIRECTIONS FOR
RESEARCH
JOURNAL OF MARKETING 54 : 1 1990
MANSFIELD E
IND RES TECHNOLOGICA : 1968
MANSKI CF
ESTIMATION OF CHOICE PROBABILITIES FROM CHOICE BASED SAMPLES
ECONOMETRICA 45 : 1977 1977
MARCH JG
ORG : 1958
MARSDEN PV
NETWORK STUDIES OF SOCIAL-INFLUENCE
SOCIOLOGICAL METHODS & RESEARCH 22 : 127 1993
MARSHALL A
PRINCIPLES EC
MCEVILY SK
The persistence of knowledge-based advantage: An empirical test for product
performance and technological knowledge
STRATEGIC MANAGEMENT JOURNAL 23 : 285 2002
MCPHERSON JM
SOCIAL NETWORKS AND ORGANIZATIONAL DYNAMICS
AMERICAN SOCIOLOGICAL REVIEW 57 : 153 1992
MCPHERSON M
Birds of a feather: Homophily in social networks
ANNUAL REVIEW OF SOCIOLOGY 27 : 415 2001
MEAD C
INTRO VSLI SYSTEMS : 1980
NELSON RR
EVOLUTIONARY THEORY : 1982
NOMANS GC
HUMAN GROUP : 1950
OSULLIVAN A
AEROSPACE DESIGN BUI : 2001
OWENSMITH J
Knowledge networks as channels and conduits: The effects of spillovers in
the Boston biotechnology community
ORGANIZATION SCIENCE 15 : 5 2004
PARK RE
URBAN COMMUNITY : 3 1926
PERROW C
NORMAL ACCIDENTS LIV : 1984
PODOLNY JM
MARKET UNCERTAINTY AND THE SOCIAL CHARACTER OF ECONOMIC EXCHANGE
ADMINISTRATIVE SCIENCE QUARTERLY 39 : 458 1994
POLANYI M
TACIT DIMENSION : 1966
PORTER ME
MATCHING DELL : 158 1999
PRENTICE RL
LOGISTIC DISEASE INCIDENCE MODELS AND CASE-CONTROL STUDIES
BIOMETRIKA 66 : 403 1979
REED R
CAUSAL AMBIGUITY, BARRIERS TO IMITATION, AND SUSTAINABLE COMPETITIVE
ADVANTAGE
ACADEMY OF MANAGEMENT REVIEW 15 : 88 1990
REINGANUM JF
MARKET-STRUCTURE AND THE DIFFUSION OF NEW TECHNOLOGY
BELL JOURNAL OF ECONOMICS 12 : 618 1981
RIVKIN JW
Imitation of complex strategies
MANAGEMENT SCIENCE 46 : 824 2000
RIVKIN JW
Reproducing knowledge: Replication without imitation at moderate complexity
ORGANIZATION SCIENCE 12 : 274 2001
ROGERS EM
DIFFUSION INNOVATION : 1995
ROMER PM
GROWTH BASED ON INCREASING RETURNS DUE TO SPECIALIZATION
AMERICAN ECONOMIC REVIEW 77 : 56 1987
RYAN B
RURAL SOCIOL 8 : 15 1943
SAMPAT BN
EXAMINING PATENT EXA : 2004
SCHERER FM
INNOVATION GROWTH SC : 1984
SCHUMPETER J
BUSINESS CYCLES : 1939
SCOTT AJ
Fitting regression models to case-control data by maximum likelihood
BIOMETRIKA 84 : 57 1997
SIMON HA
P AM PHILOS SOC 106 : 467 1962
SINGH J
Collaborative networks as determinants of knowledge diffusion patterns
MANAGEMENT SCIENCE 51 : 756 2005
SMITH JK
CAROTHERS,WALLACE,H. AND FUNDAMENTAL RESEARCH AT DUPONT
SCIENCE 229 : 436 1985
SORENSON O
Syndication networks and the spatial distribution of venture capital
investments
AMERICAN JOURNAL OF SOCIOLOGY 106 : 1546 2001
SORENSON O
Science and the diffusion of knowledge
RESEARCH POLICY 33 : 1615 2004
SORENSON O
ROLE LABOUR MOBILITY : 79 2004
STERN S
COMMUNICATION : 2001
STRANG D
Diffusion in organizations and social movements: From hybrid corn to poison
pills
ANNUAL REVIEW OF SOCIOLOGY 24 : 265 1998
STUART T
The geography of opportunity: spatial heterogeneity in founding rates and
the performance of biotechnology firms
RESEARCH POLICY 32 : 229 2003
SZULANSKI G
Exploring internal stickiness: Impediments to the transfer of best practice
within the firm
STRATEGIC MANAGEMENT JOURNAL 17 : 27 1996
TEECE DJ
TECHNOLOGY-TRANSFER BY MULTINATIONAL FIRMS - RESOURCE COST OF TRANSFERRING
TECHNOLOGICAL KNOW-HOW
ECONOMIC JOURNAL 87 : 242 1977
TOMZ M
RELOGIT STAT FIL : 1999
TUSHMAN ML
TECHNOLOGICAL DISCONTINUITIES AND ORGANIZATIONAL ENVIRONMENTS
ADMINISTRATIVE SCIENCE QUARTERLY 31 : 439 1986
ULRICH K
THE ROLE OF PRODUCT ARCHITECTURE IN THE MANUFACTURING FIRM
RESEARCH POLICY 24 : 419 1995
USHER A
HIST MECH INVENTION : 1954
VONHIPPEL E
SOURCES INNOVATION : 1988
WEICK KE
EDUCATIONAL ORGANIZATIONS AS LOOSELY COUPLED SYSTEMS
ADMINISTRATIVE SCIENCE QUARTERLY 21 : 1 1976
WINTER SG
RESOURCE BASED EVOLU : 1995
WOMACK JP
MACHINE CHANGED WORL : 1990
ZANDER U
KNOWLEDGE AND THE SPEED OF THE TRANSFER AND IMITATION OF ORGANIZATIONAL
CAPABILITIES - AN EMPIRICAL-TEST
ORGANIZATION SCIENCE 6 : 76 1995
ZIMMERMAN MB
LEARNING EFFECTS AND THE COMMERCIALIZATION OF NEW ENERGY TECHNOLOGIES - THE
CASE OF NUCLEAR-POWER
BELL JOURNAL OF ECONOMICS 13 : 297 1982
ZUCKER LG
Intellectual human capital and the birth of US biotechnology enterprises
AMERICAN ECONOMIC REVIEW 88 : 290 1998
More information about the SIGMETRICS
mailing list