Make,buy, organize: The interplay between research,external knowledge,and firm structure

We bridge current streams of innovation research to explore the interplay between R&D, external knowledge, and organizational structure—three elements of a firm's innovation strategy, which we argue should logically be studied together. Using within‐firm patent assignment patterns, we develop a novel measure of structure for a large sample of American firms. We find that centralized firms invest more in research, and patent more per R&D dollar, than decentralized firms. Both types access technology via mergers and acquisitions, but their acquisitions differ in terms of frequency, size, and integration. Consistent with our framework, their sources of value creation differ: while centralized firms derive more value from internal R&D, decentralized firms rely more on external knowledge. We discuss how these findings should stimulate more integrative work on theories of innovation. Copyright © 2013 John Wiley & Sons, Ltd.     

The hidden costs of outsourcing: evidence from patent data

Drawing on patent data for approximately 500 firms over 20 years, we advance recent theory on firm boundaries and test these propositions for the first time. We first provide evidence for the existence of knowledge complementarities between vertically related activities in a firm's value chain by showing that firms face increasing (decreasing) performance in conducting downstream activities (i.e., patent litigation) the less (more) they outsource related upstream activities (i.e., patent filing). We then propose and empirically demonstrate that vertical integration benefits through learning differ from vertical outsourcing costs through forgetting. We show that firms can partly offset these hidden outsourcing costs by sourcing similar upstream products from internal and external suppliers. Copyright © 2010 John Wiley & Sons, Ltd.     

The impact of R&D‐specific factors on the attractiveness of small‐ and medium‐sized enterprises as partners vis‐à‐vis alliance formation in large emerging economies

This study examines the impact of research and development (R&D)‐specific factors in determining the likelihood of small‐ and medium‐sized enterprises (SMEs) from developed countries to be attractive partners vis‐à‐vis forming alliances with SMEs from large emerging economies (LEEs). This study is founded on the knowledge‐accessing theory of alliance formation, which emphasises the higher efficiency gains of knowledge application as opposed to knowledge generation. We extend this theory to SMEs on the basis that smaller firms, because of their resources constraints and drive to survive, are likely to use alliances to access external knowledge bases leading to new product development (NPD) opportunities because of the low feasibility of acquiring knowledge. As a mix of complex knowledge is necessary to develop most modern products and services, SMEs are also likely to adopt a more flexible operational approach and to accept compromises to forge knowledge‐accessing alliances. We illustrate this theoretical development using primary data collected from British and German biotechnology SMEs, declaring the intention prospectively to form alliances with their counterparts in Brazil. Binary logistic regression was used to identify the factors influencing the likelihood of a firm as an attractive alliance partner. Our results indicate that R&D‐specific factors influence the likelihood of firms to be attractive alliance partners. In particular, firms showing an in‐house innovation history focused on one or few products are more likely to be attractive alliance partners with LEE firms than those that do not. Another R&D‐specific predictor that enhances the chances of alliance partner attractiveness with LEE firms is the firm's focused searching and identifying capability relative to technology or equipment that demonstrates good prospects to improve the firm's line of products. A third predictor refers to the firm's awareness regarding non‐cost obstacles for its own technological development. Implications for policy makers and practitioners are also discussed.     

Using users: When does external knowledge enhance corporate product innovation?

Prior research on corporate innovation highlights the importance of accessing external knowledge from other firms and universities. However, survey evidence indicates that product users are perhaps the most important source of external knowledge. We build on existing theory to identify the conditions under which user knowledge contributes to corporate innovation and when the benefits will be greatest. Using a panel dataset of medical device companies and their collaborative efforts with innovative physicians, we find evidence that inventive collaborations with users enhance corporate product innovation and that the benefits are greatest in new technology areas and in the generation of radical innovations. Copyright © 2013 John Wiley & Sons, Ltd.     

Learning from openness: The dynamics of breadth in external innovation linkages

We explore how openness in terms of external linkages generates learning effects, which enable firms to generate more innovation outputs from any given breadth of external linkages. Openness to external knowledge sources, whether through search activity or linkages to external partners in new product development, involves a process of interaction and information processing. Such activities are likely to be subject to a learning process, as firms learn which knowledge sources and collaborative linkages are most useful to their particular needs, and which partnerships are most effective in delivering innovation performance. Using panel data from Irish manufacturing plants, we find evidence of such learning effects: establishments with substantial experience of external collaborations in previous periods derive more innovation output from openness in the current period. © 2013 The Authors. Strategic Management Journal published by John Wiley & Sons Ltd.     

Which boundaries? How mobility networks across countries and status groups affect the creative performance of organizations

Research summary : Losing key employees to competitors allows an organization to engage in external boundary‐spanning activities. It may benefit the organization through access to external knowledge, but may also increase the risks of leaking knowledge to competitors. We propose that the destination of departed employees is a crucial contingency: benefits or risks only materialize when employees leave for competitors that differ from the focal organization along significant dimensions, such as country or status group. In the context of the global fashion industry, we find that key employees' moves to foreign competitors may increase (albeit at a diminishing rate) their former employers' creative performance. Furthermore, firms may suffer from losing key employees to higher‐ or same‐status competitors, but may benefit from losing them to lower‐status competitors. Managerial summary : Losing key employees to competitors can provide organizations with access to external knowledge, but increase risks of leaking knowledge to competitors. We find that an organization's access to external knowledge and its risks of knowledge leakage through employee mobility may be affected by whether its employees leave for competitors in a foreign country or in a different status group. In the context of the global fashion industry, we show that key employees' moves to foreign competitors increase (up to a point) their former employers' creative performance. Furthermore, firms may suffer from losing key employees to higher‐ or same‐status competitors, but benefit from losing them to lower‐status competitors. Hence, executives in creative industries and possibly beyond could welcome losing employees to competitors in foreign countries or to lower‐status competitors. Copyright © 2016 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.     

The origins of external knowledge inflows and the impact of university technologies

This paper analyses how universities leverage knowledge coming from different technological, institutional, and geographical domains to develop technologies exerting a relevant impact for firms’ technological advancements. The analysis is based on a panel of 219 worldwide universities that filed, at least, a patent belonging to the alternative energy production sector in the period 2002–2010. Results show that using external knowledge originating in different technological and institutional domains exerts an inverted U‐shaped effect on the firms’ subsequent technological progress, while the geographical origin seems to do not exert any influence.     

Organizational knowledge networks and local search: The role of intra‐organizational inventor networks

Research summary : While firms tend to build on their own knowledge, we distinguish between depth and breadth of local search to investigate the drivers of these behaviors. Given that inventors in a firm carry out the knowledge creation activities, we strive to identify inventors responsible for these behaviors by employing the notion of an intra‐firm inventor network. A longitudinal examination of 14,575 inventors from four large semiconductor firms using patent data supports our hypotheses that the reach of inventors in the intra‐firm network and their span of structural holes have independent and interactive effects on these two types of local search behaviors. These findings have implications for research on exploitation and exploration, organizational knowledge, knowledge networks, and micro‐foundations. Managerial summary : Large amounts of knowledge may reside within firm boundaries, and managers are interested in understanding who may leverage this knowledge to generate novel ideas. We focus on collaborations among knowledge workers to address this question. Using the collaborations among all knowledge workers in a firm, we show that those who have higher reach to all others and those who form bridges to connect unconnected groups of workers tend to leverage not only more organizational knowledge, but also knowledge that is more dispersed in the organization. Managers could use these insights to shape the use of organizational knowledge by firm inventors, and also to make decisions about granting or withholding access to internal knowledge platforms for knowledge workers. Copyright © 2016 John Wiley & Sons, Ltd.     

Organizing for knowledge generation: internal knowledge networks and the contingent effect of external knowledge sourcing

Research summary : When faced with a new technological paradigm, incumbent firms can opt for internal development and/or external sourcing to obtain the necessary new knowledge. We explain how the effectiveness of external knowledge sourcing depends on the properties of internal knowledge production. We apply a social network lens to delineate interpersonal, intra‐firm knowledge networks and capture the emergence of two important firm‐level properties: the incumbent's internal potential for knowledge recombination and the level of knowledge coordination costs. We rely on firm‐level internal knowledge networks to dynamically track the emergence of these properties across 106 global pharmaceutical companies over a 25‐year time period. We find that a firm's success in developing knowledge in a new technological paradigm using external knowledge sourcing is contingent on these internal knowledge properties . Managerial summary : Incumbent firms in high‐tech industries often face competence‐destroying technological change. In their effort to adapt and develop new knowledge in a novel paradigm, incumbent firms have several corporate strategy options available to them: internal knowledge development and a wide array of external knowledge sourcing strategies, including alliances and acquisitions. In this study, we make an effort to address a critical question: How effective is external knowledge sourcing under different internal knowledge generation regimes? We find that external sourcing strategies are less effective when firms can already internally generate new knowledge or if they have high internal coordination costs. Therefore, when considering external sourcing, managers must carefully weigh the benefits of it vis‐à‐vis its commensurate costs as the benefits of external sourcing may be overstated . Copyright © 2015 John Wiley & Sons, Ltd.     

The Effects of Knowledge Depth and Scope on the Relationship between R&D Alliances and New Product Development

In this study, we extend the new product development (NPD) literature that proposes that firms' knowledge depth, defined as the reuse of well understood technical knowledge, and scope, defined as the use of newly acquired technical knowledge, and new knowledge accessed from R&D alliances all positively impact NPD. Building on the knowledge‐based view of the firm, we posit that the impact of firms' R&D alliances is limited when their internal knowledge depth and scope are adequate for NPD needs. We suggest that although firms form R&D alliances to gain the right to access external knowledge of R&D alliance partners, they are not obligated to invest in resources to integrate external knowledge from R&D alliances. We propose that they wait to see if their internal knowledge depth and scope prove sufficient for NPD. If the external knowledge proves to be unnecessary, firms choose not to invest the resources required to integrate this knowledge with their internal knowledge. Alternatively, we suggest an increased impact of R&D alliances on NPD when firms are more limited in their internal knowledge depth and scope. We propose that when knowledge depth and scope prove insufficient, firms make the additional investments required to integrate external knowledge from R&D alliances with their internal knowledge stock. This reasoning is consistent with real options theory as it has been applied in alliance research, where strategic alliances are characterized as real options. We find support for our hypotheses using panel data of 738 firm year observations for 143 U.S. biopharmaceutical firms operating in 2007. Our study contributes to the NPD literature and suggests new directions for future research.     

Managing liquidity in research‐intensive firms: signaling and cash flow effects of patents and alliance activities

The effective holding and management of liquid assets is critical to success in research‐intensive industries. The primary output of invention is new knowledge. However, because of its ‘sticky’ characteristics, knowledge may not easily diffuse to external shareholders, leading to knowledge asymmetries between managers/employees and external suppliers of capital. Many valuable R&D projects may thus fail to attract external financing, limiting a firm's ability to invest in R&D. In this study, we examine how the cash flow and signaling properties of a firm's patents and certain aspects of its alliance strategy can attenuate such problems. Specifically, we suggest that a firm's R&D investments positively predict the level of its liquid asset holdings. This is due to the fact that invention‐induced knowledge asymmetries increase the firm's cost of accessing external liquid capital. However, holding cash entails opportunity costs. In this regard, we also find that patent production and certain alliance activities provide important signaling mechanisms, which reduce knowledge asymmetries between the firm and capital markets, and consequently lower the firm's need to hold liquid assets. Empirical tests were conducted using a sample of 108 U.S‐based biotechnology firms. Copyright © 2009 John Wiley & Sons, Ltd.     

How constraints and knowledge impact open innovation

Laursen and Salter (2006) examined the impact of a firm's search strategy for external knowledge on innovative performance. Based on organizational learning and open innovation literature, we extend the model hypothesizing that the search strategy itself is impacted by firm context. That is, both ‘constraints on the application of firm resources’ and the ‘abundance of external knowledge’ have a direct impact on innovative performance and a firm's search strategy in terms of breadth and depth. Based on a survey of Swiss‐based firms, we find that constraints decrease and external knowledge increases innovative performance. Although constraints lead to a broader but shallower search, external knowledge is associated with the breadth and the depth of the search in a U‐shaped relationship. Copyright © 2013 John Wiley & Sons, Ltd.     

The role of external knowledge sources and organizational design in the process of opportunity exploitation

Research highlights the role of external knowledge sources in the recognition of strategic opportunities but is less forthcoming with respect to the role of such sources during the process of exploiting or realizing opportunities. We build on the knowledge‐based view to propose that realizing opportunities often involves significant interactions with external knowledge sources. Organizational design can facilitate a firm's interactions with these sources, while achieving coordination among organizational members engaged in opportunity exploitation. Our analysis of a double‐respondent survey involving 536 Danish firms shows that the use of external knowledge sources is positively associated with opportunity exploitation, but the strength of this association is significantly influenced by organizational designs that enable the firm to access external knowledge during the process of exploiting opportunities. Copyright © 2013 John Wiley & Sons, Ltd.     

Do Individual Employees' Learning Goal Orientation and Civic Virtue Matter? A Micro‐Foundations Perspective on Firm Absorptive Capacity

Research summary : In this study, we build on the micro‐foundations perspective and investigate how individual characteristics contribute to the development of firm absorptive capacity. In particular, we assess how individual learning goal orientation affects firm potential and realized absorptive capacity. Furthermore, we study how individuals' civic virtue acts as a micro‐level social integration mechanism that moderates the effect from firm realized absorptive capacity to potential absorptive capacity. Using the multilevel structural equation modeling technique and data from 871 core‐knowledge employees nested in 139 high‐technology firms, we find support to our major hypotheses. Together, this study finds support for the micro‐foundations' perspective and generates novel insights on how individual‐level factors could be linked with firm‐level heterogeneity in absorptive capacity. Managerial summary : We study how employees' characteristics contribute to a firm's absorptive capacity, that is, the ability of a firm to identify, assimilate, and exploit knowledge from the environment. Because firms have increasingly tapped into external resources to foster innovation over the past two decades, absorptive capacity is crucial to firm learning and success. Using data from 871 core‐knowledge employees in 139 high‐technology firms, we find that individual employees' learning goal orientation, the tendency to seek improvements in employees' competence and to understand or master new things advances the development of a firm's potential and realized absorptive capacity. More important, individual employees' civic virtue, the discretionary involvement in company issues, serves as a social integration mechanism that reduces the gap between firm potential and realized absorptive capacity. Copyright © 2017 John Wiley & Sons, Ltd.     

Text matching to measure patent similarity

Research Summary : We propose using text matching to measure the technological similarity between patents. Technology experts from different fields validate the new similarity measure and its improvement on measures based on the United States Patent Classification System, and identify its limitations. As an application, we replicate prior findings on the localization of knowledge spillovers by constructing a case–control group of text‐matched patents. We also provide open access to the code and data to calculate the similarity between any two utility patents granted by the United States Patent and Trademark Office between 1976 and 2013, or between any two patent portfolios. Managerial Summary : We propose using text matching to measure the technological similarity between patents. The method can be used by various practitioners such as inventors, attorneys, patent examiners, and managers to search for closely related prior art, to assess the novelty of a patent, to identify R&D opportunities in less crowded areas, to detect in‐ or out‐licensing opportunities, to map companies in technology space, and to find acquisition targets. We use an expert panel to validate the improvement of the new similarity measure on measures based on the United States Patent Classification System, and provide open access to the code and data to calculate the similarity between any two utility patents granted by the USPTO between 1976 and 2013, or between any two patent portfolios.     

Corrigendum to “The effect of spatial variables on the economic and environmental performance of bioenergy production chains” [Int. J. Prod. Econ. 131 (2011) 224-233]

Using a knowledge-based perspective, we identify and test the conditions enabling inter-firm learning in the aerospace supply chain. We focus on buyers accessing knowledge from their suppliers. Hypotheses are tested via a cross-sectional survey of supplier relationships of prime contractors in Canada's aerospace industry. The variables identified as having a significant impact on inter-firm learning are as follows: the quality of the buyer–supplier relationship in terms of trust, collaboration, socialization and information sharing; the proprietary links between both firms; and the use of ITC collaboration tools.     

An examination of the effects of venture capitalists on the alliance formation activity of entrepreneurial firms

Research Summary : Alliances offer benefits such as access to capital, knowledge, and markets. Yet, due to their lack of legitimacy, entrepreneurial firms find it challenging to engage in alliances. Thus, it is important to examine which factors may drive alliance formation for entrepreneurial firms. We examine whether the presence of venture capitalists (VCs) is such a factor. Whereas current research suffers from endogeneity concerns that make the comparison of VC- and non-VC-backed firms problematic, our empirical design reduces this problem. Overall, we find that the presence of a VC and a VC's experience with taking firms public are positively associated with entrepreneurial firms’ alliance formation, and that VCs are more active in forming an alliance when the exit outcome is an acquisition, rather than going public. Managerial Summary : Alliances can be of fundamental importance to the growth of entrepreneurial firms. However, because entrepreneurial firms hold limited resources, their access to alliances may be limited. We study whether entrepreneurial firms backed by venture capitalists (VCs) are more likely to enter into alliances than firms without VC backing. A major problem with this sort of analysis is that VCs may cherry pick the best firms, which in turn are more likely to engage in alliances to begin with, irrespective of VCs. Accordingly, we control for the quality of funded firms, and therefore, isolate the VCs’ contribution to alliance formation. In doing so, we find support for the importance of the role VCs play in entrepreneurial firms’ alliance formations.     

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 value of knowledge spillovers in the U.S. semiconductor industry

This paper aims at quantifying the economic value of knowledge spillovers by exploring information contained in patent citations. We estimate a market valuation equation of the U.S. semiconductor firms during the 1980s and 1990s, and find an average value of $0.6 to 1.2 million “R&D-equivalent” dollars for knowledge spillovers embodied in one patent citation. For an average semiconductor firm, such an estimate implies that the total value of knowledge spillovers the firm received during the sample period can be as high as half of its actual total R&D expenditures in the same period. This provides a direct measure of the economic value of social returns or externalities of relevant technological innovations. We also find that the value of knowledge spillovers declines as the size of firm's patent portfolio increases, and that self citations are more valuable than external citations, indicating a significant amount of tacit knowledge or know-how spillovers that occur within the firm.