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.     

Employee mobility,spin‐outs,and knowledge spill‐in: How incumbent firms can learn from new ventures

Research summary: We consider conditions in which incumbent firms are particularly poised to benefit from knowledge spilling in from new ventures that employ individuals previously employed by the focal incumbent firm. We distinguish between inventors who leave their incumbent employers to found spin‐outs and those who become non‐founding employees of existing new ventures. Using a sample of new ventures and incumbent firms in the U.S. information technology (IT) sector, we find that incumbents are more likely to benefit from patented knowledge that spills in from their spin‐outs than from new ventures that employ non‐founding inventors formerly employed by the respective incumbent. Any advantage that parent firms have in reaping such knowledge quickly dissipates, however, when these parents have a history of misappropriating the intellectual property of others. Managerial summary: It has long been acknowledged that new ventures can acquire valuable knowledge from their larger and more established counterparts by hiring away their talented employees. We consider the possibility of a reverse flow of knowledge where established firms learn from those new ventures that have poached employees from them. We find that established information technology (IT) firms are more likely to learn and build on the technology of their spin‐outs (i.e., new ventures founded by their former inventors) than from new ventures that simply employ non‐founding inventors formerly employed by the respective IT firm. Any advantage that these IT firms had in reaping technical know‐how from their spin‐outs quickly dissipated, however, when they had a history of misappropriating the intellectual property of others. Copyright © 2016 John Wiley & Sons, Ltd.     

Reputations for toughness in patent enforcement: implications for knowledge spillovers via inventor mobility

‘Job hopping’ by engineers and scientists is widely heralded as an important channel for knowledge spillovers within industries. Far less is known, however, about the actions firms take to reduce the outward flow of knowledge through markets for skilled labor. This study investigates the efficacy of a lever that has received little research attention: corporate reputations for toughness in patent enforcement. Drawing on unique data on enforcement activity, intra‐industry inventor mobility, and patent citations in the U.S. semiconductor industry, we find that a firm's litigiousness significantly reduces spillovers otherwise anticipated from departures of employee inventors, particularly when the hiring organizations are entrepreneurial ventures. Surprisingly, the deterrent effects of patent enforcement are similar in magnitude for firms located in California, a state characterized by open norms for knowledge trading, and firms headquartered in other U.S. states. The study sheds new light on the strategic actions firms use to prevent rivals from capturing value from their investments in human capital and research and development. Copyright © 2009 John Wiley & Sons, Ltd.     

Knowledge diversity and coordination: The effect of intrafirm inventor task networks on absorption speed

Research Summary: We combine the absorptive capacity and social network theory approaches to predict how intrafirm “whole” network characteristics affect the firm's speed of absorption of external knowledge to produce inventions. We start from the widely accepted view that distant, externally‐developed knowledge is difficult to absorb into the focal firm's own knowledge production. We suggest that high levels of intrafirm inventor task network diversity and task network density are essential for a diversity of knowledge inputs and coordinated actions regarding knowledge transfer, which in turn, reduces problems related to the absorption of knowledge—especially in the case of knowledge that is distant from the focal firm. The results of an event history study of 113 pharmaceutical firms that engaged in technology in‐licensing from 1986 to 2003 provide general support for our hypotheses. Managerial Summary: Firms keen to keep up with an uncertain and ever‐changing industry environment, can benefit from the speedy introduction of inventions. We examine how firms absorb licensed‐in technologies to nurture the rapid development of own related inventions. We show that a firm's absorption speed depends on the characteristics of the internal collaboration networks among the firm's inventor employees. More specifically, technologically diverse and well‐connected inventor networks improve the firm's ability to absorb external technologies quickly. This applies especially to externally acquired technologies that are unfamiliar to the firm. Depending on the distance of the acquired technology from the focal firm combined with speed‐inducing inventor network characteristics, our estimates suggest that firms can reduce the time needed for absorption by several months.     

Chicken,or the egg,or both? The interrelationship between a firm's inventor specialization and scope of technologies

Firms with different scope of technologies experience different firm growth. Understanding such heterogeneity requires knowing not only what drives technologies' scope but also why these drivers remain different across firms. I propose inventor specialization as a driver of technologies' scope: firms with more specialized inventors create narrower scope technologies. I also propose that these narrower scope technologies themselves in turn induce these firms' inventors to remain more specialized. I empirically demonstrate this two‐way interrelationship in the U.S. communication equipment industry using policy shocks as natural experiments and a new measure of scope. This interrelationship has important implications for why resources and organization appear isomorphic within a firm but heterogeneous across firms. t © 2013 John Wiley & Sons, Ltd.     

Inventor bricolage and firm technology research and development

We examine the conditions around firm use of 'inventor bricolage,' or the reconstruction of technological capabilities through reallocation of extant individual inventors to address new opportunities embodied in patents. Empirically, we examine the dynamics of both firm and individual patenting activity in publicly traded Life Science Diagnostic firms to explore how inventor bricolage is related to firms' existing research and development (R&D) capabilities and firms' acquisition of external capabilities through merger and acquisition (M&A) activities. Evidence at the firm level suggests that breadth of inventors' human capital and collaboration with co-researchers with relevant experience is positively related to inventor bricolage. At the inventor level, the fewer patents an inventor has, the broader the individual's prior patent portfolio, and the more co-researchers with relevant experience, the more likely inventors will patent in a new area. M&A does not appear to have an impact on the utilization of existing human capital. Our findings suggest that R&D managers should assign inventors with less assimilative capacity and more creative capacity in teams where there is relevant experience in order to promote inventor bricolage.     

More stars stay,but the brightest ones still leave: Job hopping in the shadow of patent enforcement

Competitive advantage often rests on the skills and expertise of individuals who may leave for rival organizations. Although institutional factors like non‐compete regimes shape intra‐industry mobility patterns, far less is known about firm‐specific reputations built through patent enforcement. This study formally models and empirically tests how a firm's prior litigiousness over patents (i.e., its reputation for IP toughness) influences employee mobility. Based on inventor data from the U.S. semiconductor industry, we find that litigiousness not only diminishes the proclivity of inventive workers to “job hop” to others in the industry, it also shifts the distribution of talent released to the market. The study contributes new insights linking firm‐level reputations as tough legal enforcers to the “stay versus exit” calculus of knowledge workers. Copyright © 2014 John Wiley & Sons, Ltd.     

Knowledge sharing and safeguarding in R&D collaborations: The role of steering committees in biotechnology alliances

Research Summary: This research contributes to alliance governance research by demonstrating how partners' administrative controls in nonequity collaborations regulate knowledge transfers across partners. These administrative controls can take the form of board‐like joint committees having explicitly delineated authority over certain alliance activities. We illuminate governing committees as an important, albeit neglected, instrument for administrative control in the governance of non‐equity alliances, and we demonstrate that these organizational mechanisms facilitate knowledge flows within the scope of an alliance. We also show that governing committees safeguard against misappropriation hazards, particularly when a partner possesses the incentive and ability to engage in such behavior. This study extends alliance governance research beyond the implications of the equity‐nonequity dichotomy to consider a wider and richer gamut of governance instruments available to address the challenges associated with knowledge transfers in alliances. Managerial Summary: Non‐equity alliances are important vehicles to collaborate with external partners, particularly in the biopharmaceutical industry and other high‐tech sectors. To guide these collaborations effectively, partners can use the contract to custom‐build jointly‐staffed managerial units with clearly demarcated decision‐making responsibilities. We demonstrate that these organizational mechanisms facilitate knowledge flows within the scope of an alliance. We also show that governing committees also safeguard against misappropriation hazards, particularly when a partner values a firm's knowledge highly, or it possesses the required ability to absorb and assimilate a firm's knowledge. Our results imply that contractually‐defined managerial interfaces provide a channel to regulate knowledge‐sharing in collaborative alliances.     

Engaging the inventor: exploring licensing strategies for university inventions and the role of latent knowledge

A significant portion of knowledge generated by university inventors remains latent (uncodified but codifiable), even though this information is valuable to firms that have licensed their inventions and famously strong incentives exist to disseminate academic findings widely. However, the licensee may access and exploit this latent knowledge by engaging the inventor during the development phase. This paper examines the hypothesis that licensing strategies that directly engage the inventor increase the likelihood and degree of commercialization success. While this may seem somewhat apparent, firms in the sample under investigation vary substantially in the degree to which they engage the inventor: one third of the sample does not engage the inventor at all. On the other hand, the hypothesis might seem surprising given the norms of open science under which university labs are expected to operate. Regression analyses based on a unique dataset of 124 license agreements associated with inventions from MIT support the hypothesis and generate results that are robust to a variety of controls. Copyright © 2005 John Wiley & Sons, Ltd.     

The impact of socialist imprinting and search on resource change: a study of firms in lithuania

Firms in transition economies experienced a large exogenous shock in their external business environment in the late 1980s when these economies moved from a socialist‐oriented economic environment to a more market‐oriented economic environment. This paper examines the following research question in the context of this change: What are some factors that influence transition economy firms to successfully change their operating know‐how or knowledge sets to reflect the demands of their new environment? Building on some core ideas from literature on organizational imprinting, knowledge‐based view of the firm, and firm search, we suggest that two factors have a profound impact on a firm's ability to change. The imprinting effect of firms' prior socialist institutional and market environment adversely impacts their ability to change their operating knowledge. At the same time, firms that search for new knowledge from distant sources (located in mainly non‐socialist countries) are able to successfully change their knowledge to meet the demands of the new market‐oriented economy. Both of these aspects also have joint interdependent effects on the success of change; distant search mitigates some of the adverse impact of socialist market imprinting, but that is not the case for the impact of socialist institutional imprinting. These findings have interesting implications for both researchers and practitioners involved in transition economy settings. Copyright © 2006 John Wiley & Sons, Ltd.     

Does the market for ideas influence the rate and direction of innovative activity? Evidence from the medical device industry

Prior work argues that the “market for ideas” supports an open system of innovation, allowing for efficient development of technology across firms. Although this literature has described important features of this market, how it influences the rate and direction of innovation remains an open question. We exploit an exogenous shock to a subset of U.S. medical device firms to study this question. We first document the breakdown in the market for ideas after a federal investigation made it more difficult for the leading orthopedic firms to work with physician‐inventors. We then present evidence of a dramatic decline in the rate of innovation for these firms. Further, a marked shift in direction occurs toward lower‐quality inventions and away from product categories where physician knowledge is critical. Copyright © 2014 John Wiley & Sons, Ltd.     

The double‐edged effect of knowledge acquisition: How contracts safeguard pre‐existing resources

Research summary : Acquiring knowledge on a partner's pre‐existing resources plays an important yet ambiguous role in collaborative relationships. We formally model how contracts trade off productive and destructive uses of knowledge in a buyer‐supplier relationship. We show that, when the buyer's pre‐existing resources are vulnerable to the revelation of sensitive knowledge, the supplier overinvests in knowledge acquisition as it expects to use the knowledge as a threat in price negotiations. A non‐renegotiable closed‐price contract prevents such overinvestment and reduces the supplier's ability to expropriate the buyer ex post. Our results extend to the cases of renegotiable closed‐price contracts, repeated interactions between a buyer and a supplier, and the use of nondisclosure policies. We draw theoretical, empirical, and managerial implications from our model. Managerial summary : This study yields new insights regarding the use of contract design in protecting pre‐existing, nonrelationship specific assets in buyer‐supplier arrangements. Anecdotal examples illustrate the “dark side” of these arrangements where opportunistic suppliers exploit knowledge of buyers' pre‐existing resources to seek rent and appropriate value. When a supplier is likely to act harmfully, a closed‐price contract that specifies the price of the supplier's component upfront may reduce the supplier's incentives to overinvest in acquiring and exploiting knowledge of the buyer's pre‐existing resources. As such, when a buyer's pre‐existing resources are highly valuable, and thus more vulnerable to use by the supplier outside of the arrangement, a non‐renegotiable closed‐price contract is more efficient. Additionally, limited disclosure policies and informal agreements based on repeated interactions complement indirect governance via price contracts. Copyright © 2015 John Wiley & Sons, Ltd.     

Strategic incentives to human capital

Motivating human capital in knowledge‐intensive activities is a serious managerial challenge because it is difficult to link rewards to actions or performance. Firms instead might motivate knowledge workers by offering them opportunities to increase personal benefits (e.g., learning, satisfaction) through autonomy in the decision‐making process. Our model shows that firms can offer less autonomy in projects closer to their core business: Because firm specialization raises the value of the project's outcomes, it also increases the benefits for knowledge workers, who derive motivation even though they make fewer decisions to support their realization of personal goals. Projects farther from the core offer weaker firm contributions, so firms can motivate knowledge workers by allowing them to benefit from greater autonomy. We discuss several implications of our analysis. Copyright © 2013 John Wiley & Sons, Ltd.     

Cutting the Gordian knot: The effect of knowledge complexity on employee mobility and entrepreneurship

Employee entrepreneurship and employee moves to rival firms (employee mobility) have both been recognized as critical drivers of the transfer of knowledge. Drawing on a unique database of intra‐industry inventor entrepreneurship and mobility events in the U.S. semiconductor industry, I examine the effect of the complexity of inventors' prior patenting activities on their decisions to join a rival firm or found a start‐up. The findings show that even though complexity inhibits knowledge diffusion to rival firms through employee mobility, complex knowledge may be underexploited within existing organizations and may still flow to startups through employee entrepreneurship. This study sheds new light on how technology shapes patterns of employee entrepreneurship and mobility, with implications for knowledge flows and competitive dynamics.     

Strategic human capital management in the context of cross‐industry and within‐industry mobility frictions

Research Summary: We develop and test a theory examining how frictions that restrict mobility across industries and frictions constraining mobility within an industry can co‐occur to effectively isolate individual human capital, ultimately changing the firm's make‐versus‐buy decision for human capital. Empirically, we demonstrate that when cross‐industry frictions in the form of limited skill transferability and within‐industry frictions in the form of noncompete enforceability are both present, employees exhibit longer tenures, firms hire workers with less initial experience, firms change the amount and nature of training provided, and wages marginally increase. These findings suggest that sufficiently strong and complementary mobility frictions shift the emphasis of firms’ human capital management practices toward internal development of human capital relative to acquisition on the external market. Managerial Summary : In the face of frictions to employee mobility both within and across industries, which we capture empirically using measures of noncompete enforceability and limited skill transferability across industries, firms tend to hire less experienced workers, such workers exhibit longer tenures, and firms invest more in their training, particularly in the development of new skills. Our findings imply that for firms operating under such complementary frictions, better hiring and internal development capabilities are particularly important for performance, while those firms without such capabilities may benefit from considering ways to circumvent the mobility frictions, including moving out of the focal state or lobbying for different noncompete laws.     

Firm heterogeneity in complex problem solving: A knowledge‐based look at invention

Research summary : The knowledge‐based view suggests that complex problems are best solved under hierarchical (within‐firm) governance. We examined why firms assumed to be in general alignment with this theory might nonetheless produce solutions of varying usefulness. We theorize that a firm's internal knowledge variety (IKV) is associated with its capacity to support cross‐domain knowledge flows during search, and its ability to identify and explore promising areas on the solution landscape. We further theorize that partner knowledge in familiar (unfamiliar) domains can offset specific weaknesses in searching rugged landscapes, inherent with low or high (moderate) IKV. We find support for these ideas in the context of drug discovery, extending KBV's focus on governance alignment to explain variation in problem‐solving effectiveness within hierarchy. Managerial summary : Firms that concentrate their inventive efforts in a few technological domains, but also dabble in several others, have problem‐solving advantages: they can better support knowledge transfer and recombination across domains. Firms that focus too narrowly or spread their inventive efforts thinly across many domains lose these advantages, but might compensate through alliance partnerships. Our study of drug discovery shows that while firms with very low or high knowledge variety tend to produce weaker solutions than firms in the moderate range, their inventive performance improves when alliance partners afford them access to additional knowledge in familiar domains. We explain how the combination of firm and partner knowledge enables firms to better identify, evaluate, and implement alternative solutions to complex problems. Copyright © 2016 John Wiley & Sons, Ltd.     

The quest for expansive intellectual property rights and the failure to disclose known relevant prior art

Expansive patent portfolios may be used by firms to fence off technological space for commercialization, impede the commercialization efforts of competitors, and enhance bargaining power in cross‐licensing negotiations. Low quality patents with claims that overlap those of other patents contribute to these portfolios and patent strategies. By failing to disclose known relevant prior art during the patenting process, inventors and their firms may be granted low quality patents with intellectual property claims which would not otherwise have been granted. We find that the failure of inventors to disclose known relevant prior art increases as they gain experience with the patenting process. Such failure is also greater among inventors employed by relatively small, poorly performing firms that rely on outsourced legal counsel during the application process. Copyright © 2014 John Wiley & Sons, Ltd.     

Absorptive capacity,learning, and performance in international joint ventures

This paper proposes and tests a model of IJV learning and performance that segments absorptive capacity into the three components originally proposed by Cohen and Levinthal (1990). First, trust between an IJV's parents and the IJV's relative absorptive capacity with its foreign parent are suggested to influence its ability to understand new knowledge held by foreign parents. Second, an IJV's learning structures and processes are proposed to influence its ability to assimilate new knowledge from those parents. Third, the IJV's strategy and training competence are suggested to shape its ability to apply the assimilated knowledge. Revisiting the Hungarian IJVs studied by Lyles and Salk (1996) 3 years later, we find support for the knowledge understanding and application predictions, and partial support for the knowledge assimilation prediction. Unexpectedly, our results suggest that trust and management support from foreign parents are associated with IJV performance but not learning. Our model and results offer a new perspective on IJV learning and performance as well as initial insights into how those relationships change over time. Copyright © 2001 John Wiley & Sons, Ltd.     

Sourcing,Filtering, and Evaluating New Product Ideas: An Empirical Exploration of the Performance of Idea Markets

The proliferation of interconnectivity and interactivity through Internet‐based technologies enables new forms of support for new product development. This paper analyzes idea markets, which use widely distributed knowledge, the power of markets, and the Internet to support the crucial initial tasks of the new product development process, including the sourcing, filtering, and evaluation of new product ideas. Idea markets employ virtual stocks to represent new product ideas and allow participants to suggest and trade new product ideas in a virtual marketplace. This paper empirically explores the performance of idea markets in a real‐world field study at a large, high‐tech business‐to‐business company that includes more than 500 participants from 17 countries and features various idea sourcing tasks. The results indicate that idea markets are a feasible and promising method to support the fuzzy front end of the new product development process. Idea markets offer a platform and formal process to capture, select, and distribute ideas in an organization, which motivates employees to communicate their ideas to management. By effectively sourcing and contemporaneously filtering, idea markets help reduce the number of ideas brought to management's attention to those that seem worthy of further consideration. Because idea markets also have the ability to source many ideas, they can increase efficiency at the fuzzy front end of the new product development process.