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 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.     

Alliance Concentration in Multinational Companies: Examining Alliance Portfolios,Firm Structure,and Firm Performance

Research summary: This article explores the distribution of alliances across firms' internal structure. Focusing on multinational companies, we examine the impact of alliance portfolio concentration—i.e., the extent to which alliances are concentrated within a limited number of geographic units—on focal firms' performance. Relying on Knowledge‐Based View (KBV) insights, we hypothesize that an increase in alliance portfolio concentration positively influences firm performance and that alliance portfolio size negatively moderates this relationship. Our empirical results enrich the emerging capability perspective on alliance portfolios, point to the relevance of conceptualizing focal firms in alliance portfolio research as polylithic entities instead of monolithic ones, and provide new insights into how firms create value by potentially recombining externally accessed knowledge. Managerial summary: In the setting of multinational companies, we examine whether alliance activities are concentrated in a limited number of subsidiaries or are highly dispersed across multiple subsidiaries. We find that, over time, firms exhibit different patterns in terms of alliance portfolio concentration. In addition, the results show that, for MNCs with a relatively small alliance portfolio, an increase in alliance portfolio concentration is positively related to their financial performance. However, when MNCs' alliance portfolios are relatively large, the relationship between alliance portfolio concentration and firm performance becomes negative. Jointly, these findings suggest that the distribution of alliances across firms' internal structure is an important factor in shaping potential knowledge recombination benefits from alliance portfolios. Copyright © 2017 John Wiley & Sons, Ltd.     

Alliance capability,stock market response,and long‐term alliance success: the role of the alliance function

This paper addresses two key questions: (1) what factors influence firms' ability to build alliance capability and enjoy greater alliance success, where firm‐level alliance success is measured in two ways: (a) abnormal stock market gains following alliance announcements and (b) managerial assessments of long term alliance performance; and (2) are the two alternate ways of assessing alliance success correlated? We find that firms with greater alliance experience and, more importantly, those that create a dedicated alliance function (with the intent of strategically coordinating alliance activity and capturing/disseminating alliance‐related knowledge) realize greater success with alliances. More specifically, firms with a dedicated alliance function achieve greater abnormal stock market gains (average of 1.35%) and report that 63 percent of alliances are successful whereas firms without an alliance function achieve much lower stock market gains (average of 0.18%) and only a 50 percent long‐term success rate. We also find a positive correlation between stock market‐based measures of alliance success and alliance success measured through managerial assessments. In addition to providing insights into the development of alliance capability among firms, this paper is one of the first to provide empirical support for the efficient markets argument by demonstrating that the initial stock market response to a key event positively correlates to the long‐term performance and value of the event. Copyright © 2002 John Wiley & Sons, Ltd.     

Resource ambidexterity through alliance portfolios and firm performance

Research summary : Partner resources can be an important alternative to internal firm resources for attaining dual and seemingly incompatible strategic objectives. We extend arguments about managing conflicting objectives typically made at the firm level to the level of a firm's alliance portfolio. Specifically, will a balance between revenue enhancement and cost reduction attained collectively through partner resources accessed via a firm's various alliances be similarly beneficial for firm performance? Additionally, how do strategic attributes of alliance portfolio configuration, specifically alliance portfolio size and partner resource scope, condition the balance‐performance relationship? Based on data from the global airline industry, we find support for the balance‐performance relationship, though such balance is less beneficial for firms in the case of access to a broader resource scope per partner . Managerial summary : Increasing revenue and reducing costs simultaneously can potentially enhance firm competitiveness. We highlight that an alliance strategy can be an important alternative to internal resources for attaining such dual strategic objectives, particularly when partner resources accessed through alliances are treated collectively as portfolios. We examine the importance of balancing product‐market extending and efficiency‐improving partner resources in the global airline industry as well as the impact of two alternate strategies for accessing resources through alliances: fewer partners with more resources per partner or more partners with fewer resources per partner. We find that resource balance at the portfolio level helps airlines improve performance. Our results also suggest that managers should be cautious of accessing too many resources through just a few partners . Copyright © 2015 John Wiley & Sons, Ltd.     

Individual performance in a coopetitive R&D alliance: motivation,opportunity and ability

This study examines individual knowledge sharing in a coopetitive R&D alliance. R&D is increasingly carried out in an R&D alliance setting, where individuals share highly specialized tacit knowledge crossing firm boundaries. A particular challenging setting is the coopetitive R&D alliance, where partner firms partially compete and individuals may leak competitive knowledge. This setting has been studied on the level of the partner firm. We want to deepen insights by examining the individual level. Drawing on the motivation‐opportunity‐ability framework, we study the influence of individuals’ job experience (ability) on their performance in the alliance. We also examine effects of two‐ and three‐way interactions between job experience, a central position in the social alliance network (opportunity) and intrinsic and extrinsic motivation. We find a positive association of job experience with individual performance, a positive interaction between job experience and extrinsic motivation and a positive three‐way interaction between job experience, central network position and intrinsic motivation, and discuss the impact of these findings.     

Knowledge‐based resources,entrepreneurial orientation,and the performance of small and medium‐sized businesses

While theory suggests that management has discretion in manipulating resources in order to build competitive advantage, resource‐based research has focused on the characteristics of resources, paying less attention to the relationship between those resources and the way firms are organized. In explaining performance, entrepreneurship scholars have focused on a firm's entrepreneurial strategic orientation (EO), leaving its interrelationship with internal characteristics aside. We argue that EO captures an important aspect of the way a firm is organized. Our findings suggest that knowledge‐based resources (applicable to discovery and exploitation of opportunities) are positively related to firm performance and that EO enhances this relationship. Copyright © 2003 John Wiley & Sons, Ltd.     

Customer‐specific synergies and market convergence

We use an analytical model to study the effects of customer‐specific synergies, i.e., synergies that arise when firms sell multiple products to the same customers. At the firm level, we show that the profitability of a customer‐specific synergy depends upon cross‐market correlation of customer preferences, differs when the synergy is cost‐based versus differentiation‐based, and can even be negative when the synergy is kept proprietary to a single firm. We also show that returns to imitating such a synergy may decline as it strengthens. At the industry level, we find that exploiting customer‐specific synergies causes endogenous market convergence at a point that depends upon whether the synergy is cost‐based or differentiation‐based and whether it is imitated. Copyright © 2015 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.     

Free‐riding in multi‐party alliances: The role of perceived alliance effectiveness and peers' collaboration in a research consortium

Research summary : Multi‐party alliances rely on partners' willingness to commit and pool their efforts in joint endeavors. However, partners face the dilemma of how much to commit to the alliance. We shed light on this issue by analyzing the relationship between partners' free‐riding—defined as their effort‐withholding—and their perceptions of alliance effectiveness and peers' collaboration. Specifically, we posit a U‐shaped relationship between partners' subjective evaluations of alliance effectiveness and their free‐riding. We also hypothesize a negative relation between partners' perceptions of the collaboration of peer organizations and their free‐riding. Results from a mixed‐method study—combining regression analysis of primary data on a major inter‐organizational research consortium and evidence from two experimental designs—support our hypotheses, bearing implications for the multi‐party alliances literature. Managerial summary : Free‐riding is a major concern in multi‐party alliances such as large research consortia, since the performance of these governance forms hinges on the joint contribution of multiple partners that often operate according to different logics (e.g., universities, firms, and government agencies). We show that, in such alliances, partners' perceptions have relevant implications for their willingness to contribute to the consortium's shared goals. Specifically, we find that partners free‐ride more—that is, contribute less—when they perceive the effectiveness of the overall alliance to be either very low or very high. Partners also gauge their commitment to the alliance on the perception of the effort of their peers—that is, other organizations similar to them. These findings provide managers of multi‐party alliances with additional levers to motivate partners to contribute fairly to such joint endeavor. Copyright © 2015 John Wiley & Sons, Ltd.     

Are there always synergies between productive resources and resource deployment capabilities?

While the independent impacts of particular firm resources and deployment capabilities on firm performance are unambiguous cornerstones of the strategy field, it is commonly assumed that their joint impacts are synergistic. This article seeks to understand whether this common misconception of resource‐based theory can be refuted empirically. Using data from hospitals conducting specialist surgery, I find hospital performance improves independently through better surgical resource quality and from more use of a streamlined form of resource management in which overall patient team leadership and operating team leadership are held by the same physician. Generally the interaction of these two firm activities had no impact on performance. These results contribute to the strategy field's understanding of whether and when internal fit affects performance, clarifying an incorrect inference commonly made about resource‐based theory. Copyright © 2013 John Wiley & Sons, Ltd.     

Do ongoing networks block out new friends? Reconciling the embeddedness constraint dilemma on new alliance partner addition

Research Summary: This study addresses a theoretical dilemma regarding how alliance network constraint (reflected by network cohesion) affects a firm’s alliance formation with new partners. Using a network pluralism approach, we separate a firm’s ego alliance network into two activity‐based networks—an exploratory network and an exploitative network—based on the primary value chain activity involved in each alliance. We argue that the cohesion of exploratory or exploitative networks has an inverted U‐shaped effect on the addition of new partners in the same activity‐based network, and a positive effect on the addition of new partners in the other network. Results based on data from the biotechnology industry largely support our predictions with one exception. Our study contributes to both scholarly understanding of network embeddedness and alliance practice. Managerial Summary: The structure of firms’ ongoing alliance networks may have paradoxical implications for their efforts to search for and form alliance with new partners. That is, when a firm’s alliance partners are tightly connected with each other, the cohesive network tends to both encourage and impede the focal firm to add new partners. We resolve this dilemma by showing that when a firm is deeply entrenched in a cohesive alliance network conducting a certain type of activities (e.g., R&D activities), it may not easily add new R&D alliance partners. However, it may still be able to escape from the cohesive R&D alliance network by seeking new partners conducting other activities (e.g., manufacturing activities).     

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.     

Learning to collaborate through collaboration: How allying with expert firms influences collaborative innovation within novice firms

Research summary : Strategic alliances have been recognized as a means for firms to learn their partners' proprietary knowledge; such alliances are also valuable opportunities for partner firms to learn tacit organizational routines from their counterparts. We consider how relatively novice technology firms can learn intraorganizational collaborative routines from more experienced alliance partners and then deploy them independently for their own innovative pursuits. We examine the alliance relationships between Eli Lilly & Co. (Lilly), a recognized expert in collaborative innovation, and 55 small biotech partner firms. Using three levels of analysis (firm, patent, and inventor dyad), we find that greater social interaction between the partner firm and Lilly subsequently increases internal collaboration among the partner firm's inventors. Managerial summary : Can collaborating externally advance internal collaboration? Yes. Our research found that collaboration among scientists at small, early‐stage biotechnology firms significantly increased after these firms formed highly interactive R&D alliances with a large pharmaceutical company known for its expertise in such collaboration. It is well known that alliances help new firms learn specific new technologies and commercialize innovations. Our study broadens the scope of potential benefits of alliances. New firms can also learn collaboration techniques, deploying them internally to enhance their own abilities in collaborative innovation. Managers should take this additional benefit into consideration in developing their alliance strategies. Pursuing alliance partners with expertise in collaboration and keeping a high level of mutual interactions with partner firm personnel should be important considerations to extract this value. Copyright © 2015 John Wiley & Sons, Ltd.     

Corporate governance and IPO underpricing in a cross‐national sample: A multilevel knowledge‐based view

Prior studies of IPO underpricing, mostly using agency theory and single‐country samples, have generally fallen short. In this study, we employ the knowledge‐based view (KBV) to explore underpricing across 17 countries. We find that agency indicators are insignificant predictors, board of director knowledge limits underpricing, and external knowledge both substitutes for and complements internal board knowledge. This third finding suggests that future KBV studies should consider how internal and external knowledge states interact with each other. Our study offers new insights into the antecedents of underpricing and extends our understanding of comparative governance and the KBV of the firm. Copyright © 2014 John Wiley & Sons, Ltd.     

Building firm capabilities through learning: the role of the alliance learning process in alliance capability and firm‐level alliance success

In recent years, academics and managers have been very interested in understanding how firms develop alliance capability and have greater alliance success. In this paper, we show that an alliance learning process that involves articulation, codification, sharing, and internalization of alliance management know‐how is positively related to a firm's overall alliance success. Prior research has found that firms with a dedicated alliance function, which oversees and coordinates a firm's overall alliance activity, have greater alliance success. In this paper we suggest that such an alliance function is also positively related to a firm's alliance learning process, and that process partly mediates the relationship between the alliance function and alliance success observed in prior work. This implies that the alliance learning process acts as one of the main mechanisms through which the alliance function leads to greater alliance success. Our paper extends prior alliance research by taking a first step in opening up the ‘black box’ between the alliance function and a firm's alliance success. We use survey data from a large sample of U.S.‐based firms and their alliances to test our theoretical arguments. Although we only examine the alliance learning process and its relationship with firm‐level alliance success, we also make an important contribution to research on the knowledge‐based view of the firm and dynamic capabilities of firms in general by conceptualizing this learning process and its key aspects, and by empirically validating its impact on performance. Copyright © 2007 John Wiley & Sons, Ltd.     

Alleviating managerial dilemmas in human‐capital‐intensive firms through incentives: Evidence from M&A legal advisors

Research summary: We examine how human‐capital‐intensive firms deploy their human assets and how firm‐specific human capital interacts with incentives to influence this deployment. Our empirical context is the UK M&A legal market, where micro‐data enable us to observe the allocation of lawyers to M&A mandates under different incentive regimes. We find that law firms actively equalize the workload among their lawyers to seek efficiency gains, while “stretching” lawyers with high firm‐specific capital to a greater extent. However, lawyers with high firm‐specific capital also appear to influence the staffing process in their favor, leading to unbalanced allocations and less sharing of projects and clients. Paradoxically, law firms may adopt a seniority‐based rent‐sharing system that weakens individual incentives to mitigate the impact of incentive conflicts on resource deployment. Managerial summary: The study highlights the dilemmas when professional service firms allocate their key individuals to incoming projects, and the role that monetary incentives play in aggravating or alleviating these dilemmas. In the context of UK M&A law firms, we find that partners have a tendency to be attached to too many projects and not to share enough work, which is exacerbated when individual monetary incentives are stronger. Firms adopting a seniority based incentive system (lockstep system) are able to alleviate this effect. This implies that there is a trade‐off between rewarding personal performance versus balancing workloads and fostering collaboration among professionals. 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.     

Firm‐specific knowledge resources and competitive advantage: the roles of economic‐ and relationship‐based employee governance mechanisms

The resource‐based view of the firm emphasizes the role of firm‐specific resources, especially firm‐specific knowledge resources, in helping a firm to achieve sustainable competitive advantage. However, the deployment of firm‐specific knowledge often requires key employees to make specialized human capital investments that are not easily redeployable to other settings. Thus, in the absence of effective safeguards and trust building devices, employees with foresight may be reluctant to make such specialized investments. This study explores both economic‐ and relationship‐based governance mechanisms that might mitigate this underinvestment problem. Effective use of these governance mechanisms enables a firm to obtain greater performance from its efforts to deploy firm‐specific knowledge resources. Empirical results further support these key arguments. Copyright © 2009 John Wiley & Sons, Ltd.     

Multimarket Contact and Rivalry over Knowledge‐based Resources

Research summary: Research shows that multimarket contact (MMC ) reduces rivalry involving downstream activities. Yet, studies showing that MMC can increase the threat of imitation suggest a need to better understand how MMC affects upstream rivalry over knowledge‐based resources. In this study, we argue that MMC increases rivalry over knowledge‐based resources since the deterrent threat of retaliation that typically leads to mutual forbearance in downstream activities will not be sufficient to restrain firms from protecting their knowledge from imitation in upstream activities. In support of these arguments we find that MMC increases the likelihood that a firm initiates patent litigation against a rival. This study suggests the relationship between MMC and rivalry may depend on the competitive domain and the type of resources over which firms are competing . Managerial Summary: How does market overlap or MMC affect rivalry between two competitors? Prior studies have largely found that an increase in market overlap decreases rivalry in less knowledge‐intensive context because of the deterrent threat of retaliation. However, in this paper, we argue that an increase in market overlap may not reduce rivalry in more knowledge‐intensive context because of heterogeneity in capabilities to protect knowledge. We find that a firm is more likely to initiate patent litigation against a rival as market overlap increases. Our findings suggest that the incentive to protect value across multiple product markets may surpass the motivation to cooperate with rivals and that managers should have a more nuanced view of how market overlap with competitors affects rivalry in more knowledge‐intensive contexts . Copyright © 2017 John Wiley & Sons, Ltd.