Measuring technological novelty with patent-based indicators

被引:282
作者
Verhoeven, Dennis [1 ]
Bakker, Jurrien [1 ]
Veugelers, Reinhilde [1 ,2 ,3 ,4 ]
机构
[1] Katholieke Univ Leuven, Management Strategy & Innovat Dept, Leuven, Belgium
[2] Bruegel, Brussels, Belgium
[3] CEPR, London, England
[4] ECOOM, Leuven, Belgium
关键词
Novelty; Patent-based indicators; Radical inventions; RESEARCH-AND-DEVELOPMENT; RADICAL INNOVATION; ESTABLISHED FIRMS; KNOWLEDGE; DETERMINANTS; PERFORMANCE; IMPACT; DISCONTINUITIES; TRAJECTORIES; EXPLORATION;
D O I
10.1016/j.respol.2015.11.010
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
This study provides a new, more comprehensive measurement of technological novelty. Integrating insights from the existing economics and management literature, we characterize inventions ex ante along two dimensions of technological novelty: Novelty in Recombination and Novelty in Knowledge Origins. For the latter dimension we distinguish between Novel Technological and Novel Scientific Origins. For each dimension we propose an operationalization using patent classification and citation information. Results indicate that the proposed measures for the different dimensions of technological novelty are correlated, but each conveys different information. We perform a series of analyses to assess the validity of the proposed measures and compare them with other indicators used in the literature. Moreover, an analysis of the technological impact of inventions identified as novel shows that technological novelty increases the variance of technological impact and the likelihood of being among the positive outliers with respect to impact. This holds particularly for those inventions that combine Novelty in Recombination with Novelty in Technological and Scientific Origins. Overall, the results support our indicator as ex ante measure of technological novelty with the potential to drive radical technological change. (C) 2015 Elsevier B.V. All rights reserved.
引用
收藏
页码:707 / 723
页数:17
相关论文
共 68 条
[11]  
Arthur W., 2009, The Nature of Technology: What it Is and How it Evolves, DOI DOI 10.20396/RBI.V8I2.8648990
[12]   The structure of invention [J].
Arthur, W. Brian .
RESEARCH POLICY, 2007, 36 (02) :274-287
[13]   Inventions shaping technological trajectories: do existing patent indicators provide a comprehensive picture? [J].
Arts, Sam ;
Appio, Francesco Paolo ;
Van Looy, Bart .
SCIENTOMETRICS, 2013, 97 (02) :397-419
[14]   Globally Radical Technologies and Locally Radical Technologies: The Role of Audiences in the Construction of Innovative Impact in Biotechnology [J].
Banerjee, Preeta M. ;
Cole, Benjamin M. .
IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT, 2011, 58 (02) :262-274
[15]   Entrepreneurial enterprises, large established firms and other components of the free-market growth machine [J].
Baumol, WJ .
SMALL BUSINESS ECONOMICS, 2004, 23 (01) :9-21
[16]   Where do innovations come from? Transformations in the US economy, 1970-2006 [J].
Block, Fred ;
Keller, Matthew R. .
SOCIO-ECONOMIC REVIEW, 2009, 7 (03) :459-483
[17]   Delineating the scientific footprint in technology: Identifying scientific publications within non-patent references [J].
Callaert, Julie ;
Grouwels, Joris ;
Van Looy, Bart .
SCIENTOMETRICS, 2012, 91 (02) :383-398
[18]  
Carlo JL, 2012, MIS QUART, V36, P865
[19]  
Carpenter M.P., 1981, World Patent Information, V3, P160, DOI DOI 10.1016/0172-2190(81)90098-3
[20]   Organizing for radical product innovation: The overlooked role of willingness to cannibalize [J].
Chandy, RK ;
Tellis, GJ .
JOURNAL OF MARKETING RESEARCH, 1998, 35 (04) :474-487