An assessment of science parks: Towards a better understanding of their role in the diffusion of technological knowledge

This paper examines the role of university science parks in fostering interorganizational technology transfers and technological development. We first try to contrast the development of science parks with the theoretical and empirical findings from scholarly work in the area of the management of technology. This theoretical context allows us to interpret and to discuss empirical data collected from Belgian and Dutch science park firms. The data collection mainly focused on the interactions of park-based firms with their external R&D environment. This analysis leads to two important findings: (1) the level of R&D activity at the tenants is rather moderate for most of the parks studied, and (2) the tension between 'regionalism' and 'internationalism' in contemporary R&D management.
In the wake of this second finding, arguments are presented to complement and even to change the focus from the 'miniature' R&D network which might develop on university science parks toward the 'R&D community' network holding together researchers working on a particular, interrelated set of scientific and technological problems wherever they may be located around the globe. Moreover, it is argued that a unified theory on the emergence and the development of new technologies is badly needed. Only if the dynamics underlying the development of a new technology are unravelled and better understood can technology policies, such as the ones involving the creation of science parks, be targeted more effectively.     

Government support of clean technology research in West Germany: some evidence

The authors have set out to review the procedures used in the allocation of public money by the Federal German government for research into 'clean' technologies. Public sponsorship of this kind of research is necessary as industrial firms rarely see enough return for their R&D investment to warrant their carrying it out. The authors have surveyed the methods used by the government funding agency (BMFT) to identify projects and to allocate money to them. 82 projects were included in the survey in the fields of low-emission processes.
Projects were segmented in five ways: Status of the receiver; Type of technology; R&D stage (from basic through demonstration plant); Cooperative versus non-cooperative, Environmental medium. Their broad conclusions are that (a) most of the funds went to projects for the development of 'end-of-the-pipe-cum-recycling' technologies and integrated technologies, (b) where there was cooperation between a firm and a university the R&D concentrated on studying basic principles, and (c) success depends on the existence of a clear strategy for the research as a whole rather than on ad hoc monitoring against a narrowly conceived plan. The authors also summarise the problems met in ensuring that money allocated in this way is effectively used.     

Determinants of the Level of Knowledge Application: A Knowledge‐Based and Information‐Processing Perspective*

Knowledge application is of key importance in the development of successful new products. Knowledge application refers to an organization's timely response to technological change by utilizing the knowledge and technology generated into new products and processes. This study uses the knowledge‐based theory of the firm and considers its roots in the information‐processing approach to organization theory to identify and structure potential antecedents of knowledge application. This study develops four hypotheses concerning antecedents of knowledge application. The hypotheses are tested using data collected from 277 high‐technology firms. Empirical results indicate that a long‐term orientation supported by a research and development (R&D) budget, formal rewards, and information technology directly increases the level of knowledge application, while R&D co‐location indirectly increases the level of knowledge application. It is surprising to find that an increase in the level of organizational redundancy reduces the level of knowledge application. The findings also suggest that information technologies, lead‐user, and supplier networks do not appear to significantly influence organizational redundancy.     

Assessing the impact of university interactions on an R&D organization

Large R&D organizations of firms operating in rapidly changing environments invest sizeable amounts to acquire knowledge through interactions with universities. The impact of these interactions on R&D organizations has received little attention in the literature. In this paper we propose a framework for evaluating the firm's investment in universities and in internal university interaction programs. The framework is comprised of three elements: objectives, relevant collectivity and structure. Objectives for the interaction are linked to the specific objectives of the R&D organisation. Individuals in the firm engaged in activities leading to the acquisition, assimilation and commercial exploitation which can potentially benefit from the new knowledge define the collectivity of interest. Structure is specified in terms of five components: network of relationships, technological guideposts, coordination arrangements, distribution of power, and shared beliefs and norms. Use of the framework is illustrated with four examples.     

Technology transfer as technological learning: a source of competitive advantage for firms with limited R&D resources

The objective of this article is to answer why and how firms in developing countries with limited R&D resources can gain sustainable competitive advantage through technology transfer (TT). Successful firms are those that can accumulate competence through internal technological learning after transferring technologies from external technology sources. Organizational intelligence, firm specificity of technology, and causal ambiguity are identified as three mediators between technological learning performance and several antecedents previously discussed in the literature. A survey of Taiwanese manufacturers is conducted to explore the technological learning phenomenon as an integral part of TT, which is important but often neglected. This article also provides an interesting research setting for the evaluation of technological learning theories.     

R&D Cooperation,Partner Diversity,and Innovation Performance: An Empirical Analysis

Existing literature on research and development (R&D) alliances focuses on formation motives and performance impacts of these alliances but hardly on diversity of the partners' portfolio. Cooperation with a diverse set of partners leads to learning opportunities with regard to both cooperation and innovation skills and hence is expected to enhance the firm's innovation performance. This paper examines two research questions: (1) the impact of functional and geographical diversity of R&D partners on radical and incremental innovation performance of product innovating firms, and (2) the organizational determinants of partner diversity in R&D alliances. The empirical analysis is based on data from the Dutch Community Innovation Survey, R&D and Information and Communication Technology Surveys, and Production Statistics, which lead to a representative sample of 12,811 innovating firms in the period 1994–2006. Through random‐effects panel Tobit estimates, econometric models for both research questions are estimated. The results indicate that functional and geographical diversity act through different channels. Functional diversity leads to a variety of knowledge intake and synergetic effects necessary to develop and commercialize novel products. Geographical diversity results in successful adaption of existing products to different local requirements such as technical standards, market regulations, and customer preferences. The organizational determinants of both kinds of partner diversity are prior experience, patenting, and information technology infrastructure.     

Cross-Pacific internationalization of R&D by U.S. and Japanese firms

Efforts by MNCs to develop coordinated international R&D networks have taken place from different historical bases of internationalization and in the context of differing trends in the role of R&D within the corporation, as the cross-Pacific R&D investment in leading U.S. and Japanese firms in the electronics industry shows. Japanese firms, although they espouse a strategy of 'localization', are establishing wholly-owned R&D centres in the U.S. with highly specialized technology mandates that to be used by the company must be networked with their parent organizations. U.S. firms rely on joint ventures or wholly-owned labs with a wider array of technologies that face strong pulls to a local orientation. The patterns are somewhat out of line with the models of internationalization each side is espousing.     

Factors for improving the level of knowledge generation in new product development

Globalization and other rapid changes in markets and technologies increasingly require companies to generate new knowledge in order to remain competitive. In order to innovate successfully, firms must generate knowledge faster than their rivals. This study develops and tests a conceptual model that focuses on how managerial controllable variables influence the level of knowledge generation in new product development. Based on literature and 'theory-in-use' field research in seven knowledge-intensive organizations, the authors developed research hypotheses and tested the hypotheses using data collected from 277 firms in high technology industries. The findings suggest that information technologies, organizational crisis, individual commitment, the R&D budget, and job rotation increase levels of knowledge generation, whereas lead user and supplier networks are negatively associated with the level of knowledge generation in new product development, and the influence of co-location of R&D staff is not significant.     

A model of value assessment in collaborative R&D programs

This study examines the tasks, processes, and frameworks central to performance assessment in collaborative research organizations. The domain of the study is the partnered learning approach to research and development (R&D) management. The empirical results highlight relationships between context (center scale) and performance (value perceived by industry sponsors) in such R&D collaborations. Insights from this research are broadly applicable to the maintenance of alliances among firms involved in collaborative R&D and are generalizable to that context. Data gathered from a national population of 58 National Science Foundation (NSF) sponsored centers over a 3-year period reveal significant evolutionary patterns in the development of collaborative relationships. Successful industry university consortia leverage four core process relationships: (1) the creation of research capacity yielding advances in process and product knowledge; (2) technology transfer behaviors within the participants' organizations; (3) participant satisfaction with the outcomes; and (4) the continuity of industry sponsor support, i.e., commitment to the collaboration.     

Design-driven laboratories: organization and strategy of laboratories specialized in the development of radical design-driven innovations

Nowadays, consumers are paying increasing attention towards the socio-cultural aspects of products. For this reason firms must consider the need for linguistic and semantic innovations as well as technological and functional innovations. Historically, the knowledge needed for each kind of innovation has been separately developed and interpreted: while technological knowledge is developed by industrial R&D centers, the knowledge about socio-cultural trends is often tacit and developed by design studios and marketing agencies. The paper analyzes nine in-depth case studies about companies that develop radical design-driven innovations for the household environment. It aims to identify the principal characteristics of the companies' R&D organizations [their design-driven laboratories (DDL)]. It introduces a classification of DDL that reveals how specific organizational characteristics might facilitate different innovation strategies.     

Strategies for knowledge use in R&D and their implications for innovative performance

We argue that research on R&D strategy and on the use of external knowledge in R&D in particular should differentiate between distinct uses of external knowledge. We distinguish between uses of external knowledge for replication (using knowledge as is) vs. for compounding (building on acquired knowledge by combining it together with internally developed knowledge). We theorize about the respective innovative performance implications of these two strategies and compare them with a self-reliant strategy of internal R&D. We also elaborate contingencies for each strategy, pertaining to firm capabilities and cooperation. We test our predictions using a large sample survey of Dutch innovators in multiple industries. Our findings indicate that compounding firms perform better than replicating firms when the share of sales that consists of innovations that are new to the market is assessed, but they do not outperform firms with an internal R&D strategy. Furthermore, these differences disappear when the share of sales consisting of less novel innovations is studied. This research demonstrates the importance of distinguishing between R&D strategies that replicate vs. compound external knowledge.     

Leaders,laggards, and the pursuit of foreign knowledge

This paper analyzes how firms in different technological and market share positions use foreign R&D to augment their technological capabilities. Technology transfer issues and absorptive capacity arguments are examined to analyze the different technological capabilities of leading and lagging firms. In addition, a new strategic rationale (in terms of non‐dominant market share firms) that has not been considered in prior studies analyzing knowledge‐seeking FDI is offered. From a panel dataset which includes information on all foreign R&D investments made by publicly traded Japanese manufacturing firms (from 1974 to 1994), I show that Japanese firms investing in foreign R&D tend to be the non‐dominant market share firms, but also the technologically leading firms across fairly diverse industries. By considering both the technological and market share positions of firms, this study reveals important characteristics that influence when firms use foreign R&D as part of a strategy to augment their technological capabilities. Copyright © 2005 John Wiley & Sons, Ltd.     

The Paradox of Openness: How Product and Patenting Experience Affect R&D Sourcing in China?

External R&D sourcing may help firms compete in an environment characterized by rapid technological changes. Yet, prior studies have produced conflicting findings on how a firm's technological experience affects the extent to which the firm engages in external R&D sourcing. Although many highlight that firms with extensive technological experience are equipped with more technological knowledge, collaborative skills, and absorptive capacity, encouraging greater levels of external R&D, others suggest the opposite due to potential exchange hazards and partnership conflicts. Adopting an external partner's perspective, the current study reconsiders this “paradox of openness” by analyzing how a focal firm's product experience and patenting experience affect an external partner's tendency to provide external R&D services to the focal firm. Specifically, this study explore how a focal firm's knowledge protectiveness and tacitness embedded in its product and patenting experience influences the external partners' motivation for knowledge transfer. This study predicts that a firm's product experience increases the focal firm's external R&D sourcing because it provides high levels of knowledge tacitness and external openness and can encourage external partners to share and exchange knowledge with the focal firm. In contrast, a firm's patenting experience decreases the focal firm's external R&D sourcing because it denotes knowledge explicitness and protectiveness and may discourage external partners to share and exchange knowledge with the focal firm. This study further predicts that patenting experience has a negative moderating effect on the relationship between product experience and external R&D sourcing. Using a data set of 575 high‐tech firms in China, this study finds support for our predictions. Our findings contribute to the growing literature on the knowledge‐based view and technology entrepreneurship in emerging markets.     

Getting the most out of cross-functional cooperation: Internal structural change as a trigger for customer information use

Using customer information in the decision making of R&D and production is vital for industrial firms to survive and prosper in an increasingly competitive marketplace. Previous studies show that cross-functional cooperation may have both negative and positive effects on information use. The authors hypothesize that internal structural change positively moderates the relationship between cross-functional cooperation and information use. However, structural change also decreases the quality of cross-functional cooperation. Cross-functional knowledge increases both cross-functional cooperation and customer information use. These hypotheses are tested and supported using a data set consisting of 221 manufacturing and R&D managers in large industrial firms. The findings imply that although internal structural change increases the benefits of cooperative, cross-functional relationships in terms of customer information use, managers in volatile organizations should continue to strengthen cooperative relationships by maintaining and improving sales and marketing contact people's knowledge of manufacturing and R&D.     

Does international research and development increase patent output? An analysis of Japanese pharmaceutical firms

Internationalizing research and development is often advocated as a strategy for fostering the development of technological capabilities. Although firms conduct international R&D to tap into knowledge bases that reside in foreign countries, we argue that in order to benefit from international R&D investments firms must already possess research capabilities in underlying or complementary technologies. We examine the international R&D expansion activities, research capabilities, and patent output of 65 Japanese pharmaceutical firms from 1980 to 1991. We find that firms benefit from international R&D only when they possess existing research capabilities in the underlying technologies. In addition to refining our understanding of when international R&D enhances firm innovation, our results integrate asset‐seeking and asset‐based theories of foreign direct investment. Internationalizing R&D to tap into foreign knowledge bases is consistent with asset‐seeking theories of foreign direct investment, while the contingent nature by which firms benefit from international R&D is consistent with asset‐based theories of foreign direct investment and the notion of absorptive capacity. Copyright © 2004 John Wiley & Sons, Ltd.     

R&D competition versus R&D cooperation in oligopolistic markets with evolving structure

This paper considers investment behavior of duopolistic firms subject to technological progress. It is assumed that initially both firms offer a homogeneous product, but after a stochastic waiting time they are able to implement a product innovation. Production capacities of both firms are product specific. It is shown that firms anticipate a future product innovation by under-investing (if the new product is a substitute to the established product) and higher profits, and over-investing (in case of complements) and lower profits, compared to the corresponding standard capital accumulation game. This anticipation effect is stronger in the case of R&D cooperation. Furthermore, since due to R&D cooperation firms introduce the new product at the same time, this leads to intensified competition and lower firm profits right after the new product has been introduced. In addition, we show that under R&D competition the firm that innovates first, overshoots in new-product capacity buildup in order to exploit its temporary monopoly position. Taking into account all these effects, the result is that, if the new product is neither a close substitute nor a strong complement of the established product, positive synergy effects in R&D cooperation are necessary to make it more profitable for firms than R&D competition.     

How do dynamic capabilities transform external technologies into firms’ renewed technological resources? – A mediation model

How externally acquired resources may become valuable, rare, hard-to-imitate, and non-substitute resource bundles through the development of dynamic capabilities? This study proposes and tests a mediation model of how firms’ internal technological diversification and R&D, as two distinctive microfoundations of dynamic technological capabilities, mediate the relationship between external technology breadth and firms’ technological innovation performance, based on the resource-based view and dynamic capability view. Using a sample of listed Chinese licensee firms, we find that firms must broadly explore external technologies to ignite the dynamism in internal technological diversity and in-house R&D, which play their crucial roles differently to transform and reconfigure firms’ technological resources.     

Knowledge Acquisition in University–Industry Alliances: An Empirical Investigation from a Learning Theory Perspective*

A firm's technological knowledge base is the foundation on which internal product and process innovations are generated. However, technological knowledge is not accumulated solely through internal learning processes. Increasingly, firms are turning to external sources in the technology supply chain to acquire the technological knowledge they need to introduce product and process innovations. Thus, the successful structuring and executing of partnerships with external “technology source” organizations is often critical to competitive success in technologically dynamic environments. This study uses situated learning theory as a basis for explaining how factors inherent to the knowledge acquisition context may affect the successful transference of technological knowledge from universities to their industry partners. Data collected via a survey instrument from 104 industry managers were used to explore the effects of various organizational knowledge interface factors on knowledge acquisition success in university–industry alliances. The organizational knowledge interface factors hypothesized to affect knowledge acquisition success in the current research include partner trust, partner familiarity, technology familiarity, alliance experience, formal collaboration teams, and technology experts' communications. Results indicate that partner trust predicts the successful acquisition of tacit knowledge but not explicit knowledge. Both forms of knowledge are predicted by partner familiarity and communications between the partners' technology experts. These findings suggest three principal managerial implications. First, although the development of a trusting relationship between the knowledge source and knowledge‐seeking parties is generally advisable, firms that seek to acquire explicit technological knowledge from their alliance partners may successfully do so without having made significant time and energy investments designed to assure themselves that they can trust those partners. The relative observability and verifiability of explicit knowledge relative to tacit knowledge may enable knowledge‐seeking parties to have greater confidence that knowledge has been acquired when partner trust is in question or has not been deliberately developed. A second implication is that, other things being equal, a knowledge‐seeking party's interests may be best served through repeated exposures to particular alliance partners, particularly if those exposures facilitate mutual understandings on relevant process‐related matters. A third managerial implication is that ongoing, broad‐based communications between the partners' technology experts should be used to effect technology transfer. A key quality of the organizational knowledge interface that promotes the successful acquisition of technological knowledge, both tacit and explicit, is multipoint, real‐time contact between the technology experts of the partner organizations. Such communications potentially enable the knowledge‐seeking party to directly access desired information through the most knowledgeable individuals on an as‐needed basis.     

Where Firm‐Level Innovation and Industrial Policy Meet: Consensus Roadmaps for Low‐Carbon Powertrain Technologies

Environmental mandates, energy security concerns, and societal demands place considerable pressure on automotive manufacturers to develop novel powertrain technologies that reduce energy consumption, and in turn, carbon emissions. The economic case for these novel technologies is far from clear, however, and firms often turn to the respective national governments for R&D aid and demand‐side subsidies. Government on the other hand often feels unable to back any single technology for competition regulatory reasons, while at the same time being presented with conflicting messages from industry where to focus its support. This paper reports on an initiative by the U.K. Government that led to the establishment of a permanent forum for government‐industry exchange, the Automotive Council U.K., in which the author has participated from the outset. In the course of the Council's work, two “consensus roadmaps” have been developed jointly by industry and the U.K. Government to guide national efforts in the transition for both passenger car and commercial vehicle powertrain technologies toward low‐carbon alternatives. This paper discusses the key technological development stages and projections outlined in these technology roadmaps and comments on the general determinants of an effective interaction between government and industry in the light of a technological discontinuity.     

Organizing for continuous technology acquisition: the role of R&D geographic dispersion

External technology acquisition has been proved to be an important strategy to enhance firms’ innovation performance. However, previous studies claim that companies acquiring technologies tend to not carry on with this strategy over time, thus limiting their attitude toward continuous technology acquisition. Moreover, the extant literature also highlights that this attitude is strongly influenced by their organizational structure. Therefore, in the present paper, we investigate the relationship between how firms organize R&D activities and continuous technology acquisition. Specifically, given the increasing globalization of technological development, we focus on the role of R&D geographic dispersion, and how its influence is moderated by firms’ technological diversification. We tested our hypotheses on longitudinal data of 303 biotechnology firms that acquired, at least, one USPTO patented technology over the period 1982–2012. Results reveal that R&D geographic dispersion is curvilinearly (inverted U-shaped) related to continuous technology acquisition, with negative returns occurring earlier in technology-diversified companies.