標題: | Does geographic distance to partners affect firm R&D spending? The moderating roles of individuals, firms, and countries |
作者: | Su, Hsin-Ning Moaniba, Igam M. 科技管理研究所 Institute of Management of Technology |
關鍵字: | Collaboration distance;R&D intensity;Technology;Innovation |
公開日期: | 1-一月-2020 |
摘要: | This paper examines the extent to which modern technology has impacted firms' R&D spending levels by empirically examining the relationship between inventor distance and R&D intensity at firm level. We find that inventor distance has a positive link with R&D intensity. Furthermore, we argue that the success of a collaboration network lies in the distinctive roles of the individuals, organizations, or countries involved. To test this theory, we extend the study to explore the moderating effects of the number of individuals, organizations, and countries participated in a collaborated invention. Using a combined data set of R&D financial and patent data from 531 highly innovative and R&D intensive firms, and several estimation techniques such as Probit predictive margins and the generalized method of moments (GMM), our findings show that distance-R&D intensity relationship can be influenced by the number of individual inventors, number of organizations, or countries involved in the collaborations. |
URI: | http://dx.doi.org/10.1016/j.jbusres.2019.08.040 http://hdl.handle.net/11536/153803 |
ISSN: | 0148-2963 |
DOI: | 10.1016/j.jbusres.2019.08.040 |
期刊: | JOURNAL OF BUSINESS RESEARCH |
Volume: | 106 |
起始頁: | 12 |
結束頁: | 23 |
顯示於類別: | 期刊論文 |