Persistence of innovation: stylised facts and panel data evidence

被引:199
作者
Peters, Bettina [1 ]
机构
[1] Ctr European Econ Res ZEW, Dept Ind Econ & Int Management, D-68034 Mannheim, Germany
关键词
Innovation; Persistence; State dependence; Unobserved heterogeneity; Dynamic random effects panel probit model; MODELS;
D O I
10.1007/s10961-007-9072-9
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper investigates whether firms innovate persistently or discontinuously over time using an innovation panel data set on German manufacturing and service firms for the period 1994-2002. It turns out that innovation behaviour is permanent at the firm level to a very large extent. Using a dynamic random effects discrete choice model and a new estimator recently proposed by Wooldridge (2005), I further shed some light on the driving forces for this phenomenon. The econometric results show that past innovation experience is an important determinant for manufacturing as well as for service sector firms, and hence confirm the hypothesis of true state dependence. In addition, the results highlight the important role of knowledge provided by skilled employees and unobserved individual heterogeneity in explaining the persistence of innovation.
引用
收藏
页码:226 / 243
页数:18
相关论文
共 27 条
[1]   A MODEL OF GROWTH THROUGH CREATIVE DESTRUCTION [J].
AGHION, P ;
HOWITT, P .
ECONOMETRICA, 1992, 60 (02) :323-351
[2]  
[Anonymous], 1997, OSL MAN PROP GUID CO
[3]  
[Anonymous], 1981, Structural Analysis of Discrete Data with Econometric Application
[4]  
[Anonymous], CAHIERS MAISON SCI E
[5]   Understanding productivity: Lessons from longitudinal microdata [J].
Bartelsman, EJ ;
Doms, M .
JOURNAL OF ECONOMIC LITERATURE, 2000, 38 (03) :569-594
[6]  
CASTILLEJO JAM, 2004, DYNAMIC APPROA UNPUB
[7]   Is there persistence in innovative activities? [J].
Cefis, E .
INTERNATIONAL JOURNAL OF INDUSTRIAL ORGANIZATION, 2003, 21 (04) :489-515
[8]   The persistence of innovative activities - A cross-countries and cross-sectors comparative analysis [J].
Cefis, E ;
Orsenigo, L .
RESEARCH POLICY, 2001, 30 (07) :1139-1158
[9]   ABSORPTIVE-CAPACITY - A NEW PERSPECTIVE ON LEARNING AND INNOVATION [J].
COHEN, WM ;
LEVINTHAL, DA .
ADMINISTRATIVE SCIENCE QUARTERLY, 1990, 35 (01) :128-152
[10]  
Crepon B., 1998, Economics of Innovation and New Technology, V7, P115, DOI [DOI 10.1080/10438599800000031, https://doi.org/10.1080/10438599800000031]