Learning Capability,Technological Parity,and Innovation Mode Use*

The purpose of this research was to examine whether a firm's learning capability interacts with industry technological parity to predict innovation mode use. Learning capability is conceptualized in the current research as a firm's ability to develop or acquire the new knowledge‐based resources and skills needed to offer new products. Industry technological parity is conceptualized as the extent to which similarity and equality exist among the technological competencies of the firms in an industry. Three generic modes of innovation are considered: internal, cooperative, and external innovation. These modes reflect the development of new products based solely on internal resources, the collaborative development of new products (i.e., with one or more development partners), and the acquisition of fully developed products from external sources, respectively. The premises of this research are that (1) technological parity can create incentives or disincentives for innovating in a particular mode, depending upon the value of external innovative resources relative to the value of internal innovative resources and (2) firms will choose innovation modes that reflect a combination of their abilities and incentives to innovate alone, with others, or through others. Survey research and secondary sources were used to collect data from 119 high‐technology firms. Results indicate that firms exhibit greater use of internal and external innovation when high levels of industry technological parity are matched by high levels of firm learning capability. By contrast, a negative relationship between learning capability and industry technological parity is associated with greater use of the cooperative mode of innovation. Thus, a single, common internal capability—learning capability—interacts with the level of technological parity in the environment to significantly predict three distinct innovation modes—modes that are not inherently dependent upon one another. As such, a firm's internal ability to innovate, as reflected in learning capability, has relevance well beyond that firm's likely internal innovation output. It also predicts the firm's likely use of cooperative and external innovation when considered in light of the level of industry technological parity. A practical implication of these findings is that companies with modest learning capabilities are not inherently precluded from innovating. Rather, they can innovate through modes for which conditions in their current environments do not constitute significant obstacles to innovation output. In particular, modest learning capabilities are associated with higher innovative output in the internal, cooperative, and external modes when industry technological parity levels are low, high, and low, respectively. Conversely, strong learning capabilities tend to be associated with higher innovative output in the internal, cooperative, and external modes when industry technological parity levels are high, low, and high, respectively.     

Making Up Is Hard to Do: Knowledge Acquisition Strategies and the Nature of New Product Innovation

Innovation creates significant challenges for firms in high‐technology industries. This article examines how the use of external knowledge acquired from mergers and acquisitions (M&As) and joint ventures (JVs) influence the nature of innovative competence in the global pharmaceutical industry. We create a unique database on never‐before approved products that measure the scientific merit of new, exploratory product innovations, ranging from radical to incremental. We then follow their market success by recording the number of new exploitative product innovations that stem from these product innovations and that are later approved and subsequently marketed. Using a large data set spanning a 15‐year period, we find that firms were able to “make up” for their lack of exploitation or exploration innovative capabilities through the use of M&As and JVs. These external knowledge acquisition strategies were found to overcome internal processes that otherwise could cause firms to overemphasize exploitation over exploration and vice versa. Our findings suggest that acquiring external knowledge via M&As is associated with diminished exploratory product innovation, while assimilating external knowledge sourced from JVs is associated with a reduction in new exploitative product innovation.     

Absorbing partner knowledge in R&D collaborations – the influence of founders on potential and realized absorptive capacity

We investigate whether founder participation in research and development collaborations enhances the two dimensions of absorptive capacity (ACAP): potential ACAP and realized ACAP. Based on a longitudinal firm-patent dataset of over 700 collaborations, and using a novel measure of ACAP, we find that founder involvement enhances potential ACAP provided the knowledge bases of focal firm and partner are related. Once knowledge has been absorbed, founder involvement increases realized ACAP irrespective of relatedness. Thus, we highlight the merit of treating the dimensions of ACAP separately by showing differing effects of founder involvement. Our paper emphasizes the outstanding role founders play in the R&D process of their firms. Firms should consider carefully the allocation of team members to R&D projects because team members differ with respect to their ACAP.     

Gaining from scientific knowledge: the role of knowledge accumulation and knowledge combination

This study investigates the performance effect of scientific knowledge in the context of highly science‐dependent industry. Given the popularity of sourcing scientific knowledge from science community, the purpose of this study is to investigate which firms gain greater benefits from scientific knowledge. From the perspective of absorptive capacity and combinative capability, we argue that both knowledge accumulation and knowledge combination moderate a firm's ability to capture value from scientific knowledge. Empirical data come from paper and patent citations and financial information in biotechnology and pharmaceutical firms. Results show that scientific knowledge alone has a positive effect on firms' financial performance. A firm's tendency to combination familiar and older technological knowledge amplifies the positive effect of scientific knowledge. However, knowledge accumulation, including R&D investment and patent stock, does not boost the positive effect.     

Complementary technologies,knowledge relatedness,and invention outcomes in high technology mergers and acquisitions

Prior research on M&As and invention outcomes has not systematically examined the influence of two types of knowledge differences. Knowledge relatedness has typically been equated with knowledge similarity and the separate influence of knowledge complementarity has been overlooked. Similarly, studies examining innovation outcomes of M&As have typically focused on the role of technological knowledge and overlooked the influence of scientific knowledge. We develop a model of relatedness and invention performance of high‐technology M&As that considers science and technology similarity and complementarity as important drivers of invention. We test the model using a sample of M&As from the drug, chemical, and electronics industries and a fine‐grained measure of knowledge relatedness that distinguishes between science and technology relatedness. We find that complementary scientific knowledge and complementary technological knowledge both contribute to post‐merger invention performance by stimulating higher quality and more novel inventions. This suggests that high‐technology firms seeking acquisitions should search for, identify, and acquire businesses that have scientific and technological knowledge that is complementary to their own. Our results also suggest that similarities in knowledge facilitate incremental renewal, while complementarities would make discontinuous strategic transformations more likely, and that absorptive capacity research should be expanded to consider complementarities as well as similarities. Copyright © 2010 John Wiley & Sons, Ltd.     

Geographic scope,isolating mechanisms,and value appropriation

Extending extant literature on geographic scope that has primarily focused on its role in value creation, I investigate the value appropriation aspect of geographic scope of knowledge acquisition. I maintain that isolating mechanisms created via geographic scope of knowledge acquisition can help firms prevent competitors from accessing their innovative knowledge and, by doing so, can help firms capture a larger proportion of economic returns from innovation, thus helping them enjoy better financial performance. Mediating and moderating effect analyses with patent‐ and firm‐level data of the semiconductor industry corroborate the value appropriation aspect of geographic scope. Copyright © 2014 John Wiley & Sons, Ltd.     

Software innovativeness: outcomes on project performance, knowledge enhancement, and external linkages

The purpose of this study is to investigate the relationship between product innovativeness and groups of outcomes flowing from the computer software product development process and the associated knowledge acquisition process. Data from interviews of managers in 94 software projects are analysed, and three groups of outcomes are measured: project performance, knowledge enhancement, and the strengthening of linkages to external actors/sources. The high innovative products show higher project performance for all measures of project performance compared with low innovative products. Similar results were found for all measures of personnel knowledge enhancement outcomes. Changes in the importance of linkages to nine different external sources of knowledge used by the firms during the knowledge acquisition process, also show some positive outcomes with respect to rising innovativeness levels. Strengthening of external linkages is found for 66% of the investigated linkages between one or two innovativeness levels. Of these, the linkages to hardware manufacturers, co-operation partners, and universities and other research institutions show strengthening when high innovativeness products are compared with low-level products. As the project performance and knowledge enhancement outcomes are due, in part, to knowledge gained within linkages to external actors/sources, managers could consider whether giving special attention to managing these linkages would be a winning innovation strategy for their particular firm.     

Nonmimetic Knowledge and Innovation Performance: Empirical Evidence from Developing Countries

The knowledge‐based view suggests that the innovative performance of a firm is a function of the utilization and recombination of internal and external knowledge. The process of knowledge utilization and recombination to create new products can occur internally, through research and development activities, as well as externally, by making investments in creating links with suppliers, universities, customers, and a wide range of actors in the innovation system. This study focuses on the impact of unique, nonmimetic external knowledge, which is defined as unique technological knowledge that is not tapped by other firms in the new venture's operating environment, on the new venture's innovative performance. The purpose of the research is to investigate whether firms really benefit from utilizing and recombining unique, nonmimetic knowledge in creating innovative products in a developing country context. Drawing on the knowledge‐based view and institutional theory, this study argues that entrepreneurs in their utilization and recombination of unique, nonmimetic knowledge are not always successful at creating new products. The empirical context is drawn from the Enterprise Survey produced by the Investment Climate Group of the World Bank. The findings based on a large sample of new ventures in developing countries reveal a curvilinear relationship with marginal diminishing returns between the degree of unique, nonmimetic knowledge and innovative performance. The results also show significant moderating effects of strategic product planning and economic and regulatory policy uncertainty. Specifically, strategic product planning helps in converting very unique, nonmimetic knowledge into new products. In addition, policy uncertainty can also positively moderate the process of recombining and converting unique, nonmimetic knowledge into new products. This study provides a more complete account of how unique, nonmimetic external knowledge affects innovative performance of new ventures in developing countries.     

How international SME's vicarious learning may improve their performance? The role of absorptive capacity,strength of ties with local SMEs,and their prior success experiences

This study investigates whether inter-firm relationships can raise innovation and overall performance during SME internationalization, focusing on how SMEs learn from firms in transnational markets and the nature of such relationships. It contributes to research by proposing the role of vicarious learning from networked firms in the host country to improve their absorptive capacity (ACAP), innovation, and overall performance. In particular, this study proposes the moderating roles of the strength of ties with and prior success experience of SMEs in the host country market for enhancing international SMEs' vicarious learning to improve their ACAP, innovation, and overall performance. Structural equation modeling was applied to a sample of 163 valid responses received from international SMEs operating in various industrial sectors in Saudi Arabia. The obtained results support the significantly positive role of international SMEs' vicarious learning from local firms in developing their ACAP and enhancing their innovation and overall performance. However, international SMEs must have strong ties with local firms and learn from such firms' prior success experiences to derive these benefits fully.     

Boards of Directors,Innovation, and Performance: An Exploration at Multiple Levels

This work reports on an investigation of the dynamics of governance over breakthrough innovation within Fortune 1000 firms. The primary research question investigates the boundary of agency theory within the firm. Using agency and stakeholder theoretic perspectives, the study tests the hypothesis that innovation will thrive in firms that combine a board of directors operating in accordance with a high agency theoretic focus in addition to an innovation governance board operating deeper within the firm that employs a strong stakeholder theoretic orientation in its behavior. The model is tested with data from 98 large firms. Results suggest that the relationship between board of directors' behavior and the firm's overall innovativeness is mediated by innovation decision‐making boards that (1) promote projects that are breakthrough in scope, (2) incorporate input of diverse constituencies within the firm, (3) exhibit patience with financial results, and (4) engage in frequent, informal interactions with project teams. Firms exhibiting high board of director agency orientation in combination with loyalty to mandate, patient financial capital disposition, inclusiveness, and project team interaction as described above for innovation governance board decision‐making prove to be the most innovative as measured by external indicators. For firm innovativeness, consolidated managerial power and behavior is frequently present at the upper levels of the firm, but must be broken down at deeper levels of the firm. This research offers implications to innovation decision‐makers as to how to proceed if the intent is to offer commercializably successful breakthrough innovations.     

Absorbing knowledge from supply-chain,industry and science: The distinct moderating role of formal liaison devices on new product development and novelty

Building on open innovation literature and recent developments within absorptive capacity research, this paper addresses if the use of formal liaison devices by firms differently influences the effects of external knowledge acquisition from suppliers, customers, competitors and universities on new product development and novelty of new products. The results of a survey of 248 Spanish industrial high-tech firms show that whereas the use of these mechanisms positively moderates the relationship between knowledge acquisition from suppliers and competitors and new product development, they negatively moderate the effect of knowledge acquisition from universities and have no effect on knowledge acquired from customers. On the other hand, the use of these devices negatively moderates the relationship between knowledge acquisition from suppliers and novelty of new products, and has no effect on the knowledge acquired from customers, competitors and universities. Moreover, knowledge acquisition from universities has a direct negative effect on novelty. Contribution of these findings to open innovation and absorptive capacity research is discussed.     

Absorbing knowledge in the digital age: the key role of integration mechanisms in the context of crowdsourcing for innovation

The digital age offers unprecedented opportunities for firms to access new knowledge for innovation. Both academics and managers have identified crowdsourcing (CS) as one relevant way to do so. CS for innovation involves outsourcing problem-solving or creative tasks to the crowd. To benefit from CS, absorptive capacity (ACAP) is critical; this can be enhanced by prior knowledge and past experience with a partner. However, in the CS context, firms open themselves up to undefined, anonymous partners through the Internet, hence the development of ACAP becomes more difficult. The literature on ACAP describes how internal integration mechanisms encourage the absorption of knowledge but fails to clearly address the way in which uncommon knowledge is integrated. Although literature has acknowledged the beneficial role of a wider spectrum of influential internal and external mechanisms on uncommon knowledge, few empirical studies have addressed the distinctive effect of these mechanisms on the absorption of anonymous partners’ knowledge. To fill this gap, this study identifies relevant integration mechanisms and how they impact upon different ACAP dimensions in the CS context. Five case studies reveal the distinctive influence of integration mechanisms depending on the nature of the CS activity. Our results extend research on ACAP in the little studied digital open context, investigating the absorption of uncommon knowledge from unidentified partners. From a managerial perspective, this study shows that managers need to pay attention to integration mechanisms in order to support the absorption of knowledge from the crowd. More precisely, our study suggests that the main focus should not be on external mechanisms, but also on internal mechanisms. Finally, we open up a new theoretical debate on how these mechanisms should be combined.     

The Complementary Roles of Applied and Basic Research: A Knowledge‐Based Perspective*

While a great deal of scholastic effort has gone into discovering the multifaceted relationships between applied research initiatives and subsequent performance, relatively little empirical research addresses the performance impact from firm investments in basic research initiatives. Even less addresses the interactive roles of both types of research. The authors conceptualize and empirically evaluate the interactive relationship between applied and basic research initiatives and firm performance. Applied and basic research projects are knowledge creation activities in a product development domain, and both initiatives enhance the stored knowledge of a firm. Stored knowledge is the fuel that drives the product development engine. Applied research initiatives assimilate and exploit stored knowledge to develop new products. Basic research initiatives contribute to and enhance the stock of knowledge from which the applied initiatives are drawn. This expanded base of stored knowledge has positive ramifications for subsequent applied research initiatives. Results indicate that firms that engage in moderate or higher levels of applied research will see enhanced performance returns from additional investments in basic research. Conversely, firms that engage in relatively lower levels of applied research see no performance enhancement at any level of investment in basic research. Firms that rely on a flow of product innovations to provide a continued income stream must certainly invest in applied research initiatives. However, additional investment in directed basic research initiatives will augment future applied projects and could become the source of sustainable competitive advantage.     

From Which Source Do Small Firms Derive Their Innovative Inputs? Some Evidence from Italian Industry

This paper relies upon the hypothesis that the “knowledge production function” – defined in the geographical sense – is characterized by coefficient estimates which vary with firm size. In particular, large firms depend for their innovative output on direct and indirect R&D inputs, whereas small firms more extensively exploit the spillovers from research activities carried out by universities and by other firms. This hypothesis is tested against two different sets of data: the first based on patent statistics and dealing with 20 Italian regions over the period 1978–86; the second consisting of a selected number of product innovations identified by a literature-based counting procedure and dealing with 46 Italian provinces in year 1989. The results of regression analysis support the hypothesis that firms belonging to different size classes resort to different sources for the knowledge relevant to their innovative output. In particular, industry R&D prove to play a relatively more important function than do spillovers from university research in generating innovative output in large firms, whereas the opposite is true in the case of small firms.     

Bricoleurs and boundary riders: managing basic research and innovation knowledge networks

A major focus of national and institutional research policies during the 1990s has been on improving linkages between publicly funded research activities and industry for the purpose of advancing economic and other national objectives. The transfer of scientific knowledge, however, within and between public research institutions, universities and other innovative organizations is taking place within rapidly changing organizational environments. The emergence of new organizational structures that transcend institutional boundaries, scientific disciplines and the boundaries between basic and applied research are all contributing to as well as responding to changes in the ways science intersects with industrial innovation.
Recent international evidence suggests that innovative organizations during the next decade will depend more on their ability to maintain quite complex organizational research linkages than on their internal organizational research capabilities. Case studies of the organizational approach adopted by companies and commercial-research agency consortia in China and Australia lead to a discussion of a typology of academic-industry alliances. The typology provides insights into different collaborative R&D management strategies associated with different forms of science-industry alliance.     

Market Information Acquisition,Use, and New Venture Performance*

A substantial body of existing research has linked firm performance to the acquisition and use of customer, competitor, and other market information. This paper examines the impact on new venture performance of formal processes for market information collection and use. This study hypothesizes that new venture performance will be an increasing function of both market information and use. Two moderator hypotheses are also tested. In particular, it is expected that the impact of formal market information processes will be greater in market‐driven new ventures than in technology‐driven new ventures. These hypotheses were tested using data collected from 222 Chinese new ventures. The empirical analysis confirms the positive role of formal processes in new venture performance. However, the analysis does not support the moderator hypotheses. This study finds that (1) formal processes for information acquisition are equally important in technology‐driven and market‐driven firms and (2) formal processes for information use have a greater impact on new venture performance in technology‐driven firms than in market‐driven firms.     

Where Do Breakthroughs Come From? Characteristics of High‐Potential Inventions

Breakthrough technological inventions create the foundation for many innovative opportunities. Through novel scientific fundamentals and unique combinations of knowledge, they form a new basis for technology development and innovation, shifting their industry's mindset about what is feasible and valuable. Prior research has, to date, characteristically taken an organizational‐level perspective on technology breakthroughs, seeking to explain the occurrence of breakthroughs as a function of firm‐level characteristics and processes. This tells us less, however, about the underlying knowledge structures of the technologies themselves. This research is based on the assumption that an examination of the knowledge foundations of high‐potential inventions can enrich our understanding about the underlying features of innovations that transform industries and advance societies. In this manner, we can clarify how certain technologies are advanced and extended, providing the basis for future discoveries. Our analysis focuses on high‐potential patents: those having the highest number of forward citations in a given class. We conduct this analysis on a sample of 298 breakthrough patents and two comparison nonbreakthrough groups in drug and semiconductor classes. Our results show that breakthrough technologies, compared with nonbreakthroughs, are more likely to build on: (1) the past technological developments of others, by backward citing and embodying knowledge from prior discoveries (earlier patents), but not one's own previous developments; (2) the latest technologies, by backward citing recent patents; (3) geographic proximity, evidenced by the fact that the focal patents backward cite patents from one's own country; and (4) greater technological breadth, evidenced by the fact that knowledge captured in the patents encompasses a larger number of technical fields. Based on these results, we frame the occurrence of breakthroughs as involving a process where these significant developments happen early in the progress of a technology, but after some relevant knowledge has accumulated. This reinforces the concept that a learning effect needs to occur before breakthroughs can happen. In addition, our findings suggest that the knowledge underlying breakthroughs is likely to come from other organizations or individuals, rather than the developing entity. They also incorporate broader insights from technological diversity but do not exhibit geographic diversity. Instead, they are associated with geographic proximity, which may better enable knowledge sharing and integration given the reliance on other entities and diverse knowledge.     

The decline of science in corporate R&D

Research summary: In this article, we document a shift away from science by large corporations between 1980 and 2006. We find that publications by company scientists have declined over time in a range of industries. We also find that the value attributable to scientific research has dropped, whereas the value attributable to technical knowledge (as measured by patents) has remained stable. These trends are unlikely to be driven principally by changes in publication practices. Furthermore, science continues to be useful as an input into innovation. Our evidence points to a reduction of the private benefits of internal research. Large firms still value the golden eggs of science (as reflected in patents), but seem to be increasingly unwilling to invest in the golden goose itself (the internal scientific capabilities). Managerial summary: There is a widespread belief among commentators that large American corporations are withdrawing from research. Large corporations may still collaborate with universities and acquire promising science‐based start‐ups, but their labs increasingly focus on developing existing knowledge and commercializing it, rather than creating new knowledge. In this article, we combine firm‐level financial information with a large and comprehensive data set on firm publications, patents and acquisitions to quantify the withdrawal from science by large American corporations between 1980 and 2006. This withdrawal is associated with a decline in the private value of research activities, even though scientific knowledge itself remains important for corporate invention. We discuss the managerial and policy implications of our findings.     

Repeating a familiar pattern in a new way: The effect of exploitation and exploration on knowledge leverage behaviors in technology acquisitions

Research Summary: We identify two types of knowledge leverage behaviors undertaken by acquiring firms: integrated and independent knowledge leverage. We address how the prior exploitation or exploration orientation of acquirers influence these two modes of knowledge leverage behaviors. The degree of exploitation of acquirers promotes integrating their existing knowledge with acquired knowledge in innovative actions. In contrast, the degree of exploration of acquirers increases the likelihood that new innovations will use acquired knowledge without integrating it with their prior knowledge. In addition, the firm's prior acquisition rate moderates the relationship between the acquiring firms’ previous exploitation or exploration orientation and their knowledge leverage mode. The findings of this article suggest that pre‐acquisition innovation capabilities are distinct from but influence the post‐acquisition innovation actions. Managerial Summary: Firms often undertake acquisitions to gain access to new knowledge, but they can differ dramatically in how they leverage acquired knowledge. We show that the firm's prior innovation patterns drive this choice. Firms that have previously focused on incremental innovations in their internal innovation efforts tend to integrate acquired knowledge with their own prior knowledge. In contrast, firms that have previously pursued bold innovations tend to leverage acquired knowledge alone in new innovations. Thus, we show that firms use acquisitions as a means to extend their internal innovation patterns—firms that have focused on incremental innovations extend that with acquisitions by linking new innovations to their prior knowledge while firms that have pursued bold initiatives use acquired knowledge to move in new technology directions.     

The use of scientific knowledge by Spanish agrifood firms

This paper analyses the factors that influence the use of scientific knowledge in patented technology by agrifood firms in Spain. Our particular objective is to identify whether collaboration with universities and technological characteristics of firms are the determining factors in this process. The methodology is supported by non-patent citations (NPCs) as an indicator of the extent to which scientific knowledge is used to support the development of patented technologies in the agrifood sector. The data suggest that scientific citations in patent documents are geographically more concentrated than patents, and that scientific citations are more common for agrifood products and chemical products than for agrifood machinery. Our econometric results show that internal factors related to the characteristics of technologies and firms, along with collaboration with a public research institution, are relevant factors that contribute to explaining the use of scientific knowledge by agrifood firms.