Quantitative Determination of Technological Improvement from Patent Data

被引:49
作者
Benson, Christopher L. [1 ]
Magee, Christopher L. [1 ]
机构
[1] MIT, Dept Mech Engn, Cambridge, MA 02139 USA
来源
PLOS ONE | 2015年 / 10卷 / 04期
关键词
FUNCTIONAL-APPROACH; PROGRESS; DISCONTINUITIES; INDICATORS; EXPERIENCE; INNOVATION; CITATIONS; NETWORKS; MODEL;
D O I
10.1371/journal.pone.0121635
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The results in this paper establish that information contained in patents in a technological domain is strongly correlated with the rate of technological progress in that domain. The importance of patents in a domain, the recency of patents in a domain and the immediacy of patents in a domain are all strongly correlated with increases in the rate of performance improvement in the domain of interest. A patent metric that combines both importance and immediacy is not only highly correlated (r = 0.76, p = 2.6*10(-6)) with the performance improvement rate but the correlation is also very robust to domain selection and appears to have good predictive power for more than ten years into the future. Linear regressions with all three causal concepts indicate realistic value in practical use to estimate the important performance improvement rate of a technological domain.
引用
收藏
页数:23
相关论文
共 75 条
[21]  
Bush V., 1945, SCI ENDLESS FRONTIER
[22]  
Christensen C. M., 1997, The innovators dilemma: When new technologies cause great firms to fail
[23]  
Christensen CM., 1992, PRODUCTION OPERATION, V1, P334, DOI DOI 10.1111/J.1937-5956.1992.TB00001.X
[24]   Allocation of inventive effort in complex product systems [J].
Ethiraj, Sendil K. .
STRATEGIC MANAGEMENT JOURNAL, 2007, 28 (06) :563-584
[25]   Testing patent value indicators on directly observed patent value-An empirical analysis of Ocean Tomo patent auctions [J].
Fischer, Tirno ;
Leidinger, Jan .
RESEARCH POLICY, 2014, 43 (03) :519-529
[26]   Science as a map in technological search [J].
Fleming, L ;
Sorenson, O .
STRATEGIC MANAGEMENT JOURNAL, 2004, 25 (8-9) :909-928
[27]   Recombinant uncertainty in technological search [J].
Fleming, L .
MANAGEMENT SCIENCE, 2001, 47 (01) :117-132
[28]   TIMING TECHNOLOGICAL TRANSITIONS [J].
FOSTER, RN .
TECHNOLOGY IN SOCIETY, 1985, 7 (2-3) :127-141
[29]   The greening of technology and models of innovation [J].
Freeman, C .
TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 1996, 53 (01) :27-39
[30]   Discovering Structure in Design Databases Through Functional and Surface Based Mapping [J].
Fu, Katherine ;
Cagan, Jonathan ;
Kotovsky, Kenneth ;
Wood, Kristin .
JOURNAL OF MECHANICAL DESIGN, 2013, 135 (03)