Multinationality, foreignness and institutional distance in the relation between R&D and productivity

This paper empirically examines to what extent being foreign and part of a multinational affects the endogenous relation between R&D and productivity. Our findings indicate that multinationals obtain in general higher R&D returns. Also, there is a negative foreignness effect in that domestic-owned multinationals outperform foreign subsidiaries. However, these effects are somehow moderated by the institutional distance between the home and host countries. These results, obtained for a panel of UK firms, are largely consistent with a set of hypotheses derived from the institutional and international business theories.     

Innovation, regional knowledge spillovers and R&D cooperation

We investigate the impact of knowledge spillovers and R&D cooperation on innovation activities in three German regions. We begin by estimating the knowledge-production function in order to test for interregional difference with regard to the efficiency of innovation activities. In a second step, we analyze the contribution of spillovers from R&D effort of other private firms and of public research institutions to explain these differences. The inclusion of variables for R&D cooperation in the model indicates that R&D cooperation is only of relatively minor importance as a medium for knowledge spillover.     

R&D offshoring and the productivity growth of European regions

The recent increase in R&D offshoring has raised fears that knowledge and competitiveness in advanced countries may be at risk of ‘hollowing out’. At the same time, economic research has stressed that this process is also likely to allow some reverse technology transfer and foster growth at home. This paper addresses this issue by investigating the extent to which R&D offshoring is associated with productivity dynamics of European regions.     

R&D spillovers through RJV cooperation

We investigate how R&D spillovers propagate across firms linked through Research Joint Ventures (RJVs). Building on the framework developed by Bloom et al. (2013) which considers the opposing effects of knowledge spillovers and product market rivalry, we extend the model to account for RJV cooperation. Since the firm’s decision to join a RJV is endogenous, we build a model of RJV participation. The outcome equations and RJV participation are then jointly estimated in an endogenous treatment regression model. Our main findings are that the adverse effects of product market rivalry are mitigated if firms cooperate in RJVs; and that RJV participation allows firms to better absorb technological spillovers and, thus, create value.     

Overseas R&D, knowledge sourcing, and patenting: an empirical study of Japanese R&D investment in the US

This paper purports to study the contribution of R&D at home and abroad to the firm’s inventive activity, using a sample of 137 Japanese multinationals. The empirical analysis relates the number of inventions in Japan and that in the US, as measured by the number of patents issued by the USPTO, to the parent’s R&D, the US subsidiaries’ R&D, the presence of R&D in Europe, the firm’s experience in the US, entry mode, and industry dummies. In addition, to study the subsidiary’s role in sourcing local technological knowledge, we construct indices of local technological strength of the state in which the subsidiary is located. The results, most importantly, indicate that these indices positively contribute to inventions at home and in the US among Type R firms, whose R&D subsidiaries mainly aim to research, suggesting that knowledge sourcing is an important function of these subsidiaries and locational choice is important for this purpose. These results do not hold among Type S firms, whose R&D subsidiaries mainly aim to support local manufacturing and sales activities.     

R&D portfolios and pharmaceutical licensing

We examine how R&D portfolios of drug pipelines affect pharmaceutical licensing, controlling firm size, diversity, and competition. The data collected comprises 434 license-ins and 329 license-outs closed by 54 Japanese pharmaceutical companies between 1997 and 2007. We pay special attention to stage-specific licensing by dividing the innovation process into early and late stages. Joint estimates of license-in and license-out using seemingly unrelated regressions (SUR) reveal that drug pipelines significantly affect stage-specific licensing, inducing portfolio effect that lead to smoothing drug pipelines across early and late stages.     

R&D spillovers from subsidized firms that fail: Tracing knowledge by following employees across firms

Public R&D subsidies aim to target particularly risky R&D and R&D with large externalities. One would expect many such projects to fail from a commercial point of view, but they may still produce knowledge with social value. Such knowledge is likely to be embodied in workers or teams of workers. I test for knowledge diffusion from subsidised technology firms transmitted through the labor market. The specific case analysed is a series of Norwegian IT-programs so far considered unsuccessful. It has been argued that know-how built up during the programs still ‘fertilize’ the IT-industry. I find limited support for this claim.     

Location, collocation and R&D alliances in the European ICT industry

This paper argues that spatial proximity plays a role in determining the propensity of firms to engage in R&D alliances. Drawing from economic geography, network theory and innovation theory, we discuss how prior collocation can affect the propensity to engage in R&D alliances, arguing that alliances can act both as a substitute and as a complement to collocation. Using a novel dataset matching alliances and patent data for the European ICT industry, we show that alliances are complementary to prior collocation (at both national and sub-national regional level) of firm’s R&D labs. In such an intra-industry, oligopolistic scenario, firms strategically use R&D alliances as a means to limit knowledge flows and protect competences, rather than to promote knowledge flows. Furthermore, while a common institutional context is important to promote collaboration, because of the high level of R&D internationalisation as well as the complex social networks within an oligopolistic industry, national institutional contexts are less relevant.     

(International) R&D collaboration and SMEs: The effectiveness of targeted public R&D support schemes

This study analyses the impact and effectiveness of targeted public support for R&D investment at the firm level. We test whether the policy design aiming at incentivizing (international) collaboration and R&D in SMEs achieves input as well as output additionality. Our results show that the targeted public subsidies trigger R&D spending, especially so in internationally collaborating SMEs. We further evaluate the different impact of privately financed and publicly induced R&D investment on innovation performance. The results confirm that the publicly induced R&D is productive as it translates into marketable product innovations. While both types of R&D investments trigger significant output effects, the effect of policy-induced R&D investment on sales from market novelties is highest for international collaborators as well as for SMEs.     

R&D,innovation and productivity relationships: Evidence from threshold panel model

This study investigates the nonlinear relationship between R&D expenditures, innovation, productivity, high-tech export products. Previous empirical research used linear standard structures to deal with these kinds of specifications, and it has shown that the linearity is frequently conditioned by other macroeconomic factors such as the level of development and the financial openness. Based on these arguments, our study investigates this question in econometric specification using panel smooth threshold regression methodology proposed by Gonzalez et al. in 2005. Our findings suggest that there is a threshold effect within the links between R&D expenditures, innovation, and productivity. The effect of R&D expenditures, innovation, productivity, and medium and high technology product exports is mixed. However, both positive and negative effects are found, depending on which innovation indicators are used or on which level of threshold variable is the most appropriate. The results advocate that the level of economic development can be considered as target indicators to conduct an innovation policy.     

Distributed R&D, cross-regional knowledge integration and quality of innovative output

We explore the impact of geographic dispersion of a firm's R&D activities on the quality of its innovative output. Using data on over half a million patents from 1127 firms, we find that having geographically distributed R&D per se does not improve the quality of a firm's innovations. In fact, distributed R&D appears to be negatively associated with average value of innovations. This suggests that potential gains from access to diverse ideas and expertise from different locations are, on average, offset by difficulty in achieving integration of knowledge across multiple locations. To investigate whether the innovating teams that do manage cross-fertilization of ideas from different locations achieve more valuable innovations, we analyze innovations for which there is evidence of such knowledge cross-fertilization along any of the followings dimensions: knowledge sourcing from other locations within the firm, having at least one inventor with cross-regional ties, and having at least one inventor that has recently moved from another region. Analysis along all three dimensions consistently reveals a direct positive effect cross-regional knowledge integration has on innovation quality, as well as a positive interaction effect of cross-regional knowledge integration and distributed R&D for innovation quality. More generally, our findings provide new evidence regarding the importance of cross-unit integrative mechanisms for achieving superior performance in multi-unit firms.     

Technological similarity,post-acquisition R&D reorganization,and innovation performance in horizontal acquisitions

This paper aims to disentangle the mechanisms through which technological similarity between acquiring and acquired firms influences innovation in horizontal acquisitions. We develop a theoretical model that links technological similarity to: (i) two key aspects of post-acquisition reorganization of acquired R&D operations – the rationalization of the R&D operations and the replacement of the R&D top manager, and (ii) two intermediate effects that are closely associated with the post-acquisition innovation performance of the combined firm – improvements in R&D productivity and disruptions in R&D personnel. We rely on PLS techniques to test our theoretical model using detailed information on 31 horizontal acquisitions in high- and medium-tech industries. Our results indicate that in horizontal acquisitions, technological similarity negatively affects post-acquisition innovation performance and that this negative effect is not mediated by the reorganization of the acquired R&D operations. However, replacing the acquired firm's R&D top manager leads to R&D productivity improvements that positively affect innovation performance.     

Technology and the generation of international knowledge spillovers: An application to Spanish manufacturing firms

In the continuing debate about the positive versus negative effects of inward investments in a host economy, a new perspective has arisen from new firms’ strategy nowadays to internationalise their activity. One aspect is that knowledge that is not completely appropriable by foreign affiliates abroad may spill over into domestic firms. In the absence of conclusive evidence, two questions can be put forward: the first concerns the role played by technology in the generation of those external effects; the second, the micro-assessment of the dynamics of technological spillovers. In this paper, results show that benefits for domestic firms in Spain differ across industries by their technological content. The hypothesis of spillover dynamics is tested and supported by the availability of panel data for manufacturing firms in the 1990s.     

政府研发资助、企业研发投入与中国创新效率

本文采用2003-2012年中国地区面板数据,利用超越对数的随机前沿模型和门限回归模型就政府研发资助和企业研发投入对中国创新效率的影响及政府研发资助和企业研发投入的最优强度区间进行分析。研究发现:目前在我国创新过程中,政府研发资助对创新效率的影响为负,存在一定的"政府失灵",企业研发投入能够促进创新效率的提高,"市场失灵"现象较少出现;政府研发资助强度的最优区间为0.282以上,企业研发投入强度的最优区间为0.688-0.775。     

R&D strategies and entrepreneurial spawning

This paper analyzes how different R&D strategies of incumbent firms affect the quantity and quality of their entrepreneurial spawning. When examining entrepreneurial ventures of ex-employees of firms with different R&D strategies, three things emerge: First, firms with persistent R&D investments and a general superiority in sales, exports, productivity, profitability and wages are less likely to generate entrepreneurs than firms with temporary or no R&D investments. Second, start-ups from knowledge intensive business service (KIBS) firms with persistent R&D investments have a significantly increased probability of survival. No corresponding association between the R&D strategies of incumbents and survival of entrepreneurial spawns is found for incumbents in manufacturing sectors. Third, spin-outs from KIBS-firms are more likely to survive if they start in the same sector, indicating the importance of inherited knowledge. These findings suggest that R&D intensive firms are less likely to generate employee start-ups, but their entrepreneurial spawns tend to be of higher quality.     

The impact of R&D spillovers on UK manufacturing TFP: A dynamic panel approach

One of the benefits claimed for investment in Research and Development (R&D) is that there is a spillover effect. Industries benefit from both their own R&D efforts as well as the efforts of other national and overseas industries. The present research presents new evidence on the long-term impact of R&D investment upon UK industry's productivity performance and on the nature of these “R&D spillovers”. The results suggest that R&D efforts from the industry itself and from other national industries have a positive impact on the industry's productivity but, interestingly, there is no gain from foreign R&D investment.     

服务贸易开放、研发投入结构错配与工业绿色全要素生产率

本文研究了服务贸易开放影响工业绿色全要素生产率的阻滞和疏通机制。结果显示：在工业全行业层面,研发投入的技术促进传导机制存在阻滞,提升研发人员和研发经费投入的匹配度可以疏通这种阻滞的机制。分行业层面,在清洁行业和低技术密集型行业,研发投入的技术促进传导机制存在阻滞,可以通过提升研发投入匹配度来疏通阻滞的机制。但是在高技术密集型行业,通过提升研发投入匹配度带来的疏通作用不大。在高度污染行业,这种传导机制并没有受阻,相对比较通畅。     

The impact of firm participation in R&D programmes on R&D partnerships

R&D subsidies designed to encourage innovation efforts by firms may have intended and unintended effects on the way they organize their innovation process. We present empirical evidence on how R&D subsidies affect firms’ R&D cooperation strategies. In particular, we investigate whether receiving public R&D subsidies affect the probability that a firm will set up an R&D partnership with a public research organization (PRO), or with other firms. Our main findings are: (i) public support significantly increases the chances that a firm will cooperate with a PRO, and (ii) public support also increases the likelihood that a firm will establish private partnerships, but to a smaller extent and only when firms have intangible knowledge assets. These results suggest that public R&D programmes trigger a behavioural change in firms’ R&D partnerships, alleviating barriers to cooperation.     

R&D,foreign ownership,and corporate groups: Evidence from Japanese firms

This study empirically examines whether the research and development (R&D) activities of foreign-owned firms in Japan differ notably from the R&D activities of domestically-owned firms based on a firm-level panel dataset. Our study carefully disentangles the significant differences in R&D investment behavior of subsidiaries due to three different reasons: having a foreign parent, corporate group affiliation, and the degree of relatedness between business units. The results reveal the following. First, firms that are majority-owned by another firm are less active in R&D than independent firms. Second, foreign ownership does not matter if the parent firm is from a G7 country, but R&D intensity is significantly and positively associated with foreign ownership if the parent firm is from a non-G7 country. Finally, for subsidiaries whose business is related to that of their parent firm, the R&D intensity is lower if the parent is a domestic firm, but higher if it is a foreign firm. These findings imply that globalization and the integration of firms may not only affect production patterns and global supply chains, but may also have an important impact on the level of domestic R&D activities.     

What factors determine the mode of overseas R&D by multinationals? Empirical evidence

The large expansion of MNC's overseas R&D is noteworthy. This paper investigates the factors affecting the expansion of support-oriented R&D and knowledge sourcing R&D by using qualitative data which indicate the modes of R&D conducted at a plant site and a laboratory. The empirical results suggest that (1) the export propensity of affiliate firms, relative abundance of human resources for R&D, and accumulated technological knowledge have a positive effect on both the modes of R&D at a plant site and a laboratory, and (2) the stronger enforcement of intellectual property positively affects the expansion of knowledge sourcing R&D. These results show that not only firm-specific but also country-specific factors positively affect the overseas expansion of R&D.