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.     

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.     

The role of fairness in alliance formation

We report on data from a revelatory qualitative case study of a failed attempt to form an international joint venture (IJV) agreement. We analyze issues related to distributive, procedural, interpersonal, and informational fairness and the roles of their occurrence in the course of the formation stage of an IJV. We find that perceptions of fairness types shape the partners' decision making logics (a property rights logic, a control rights logic, and a relational quality logic), which in turn influence the partners' evaluations of efficiency and equity of the proposed alliance and their decision on whether or not to form it. We develop propositions around this argument. Copyright © 2010 John Wiley & Sons, Ltd.     

Does technological modularity substitute for control? A study of alliance performance in software outsourcing

Although control is presumed to be necessary to curb opportunism, its implementation in alliances can be costly and challenging. Paradoxically, some contemporary firms have counterintuitively developed successful alliances without extensive formal control. A widespread but untested assertion that might help reconcile this contradiction is that technological modularity reduces the need for alliance control. The objective of this study is to develop and test this assertion. Using data from 120 software outsourcing alliances, we show that, process control, outcome control, and modularity independently enhance alliance performance. However modularity and control are imperfect substitutes: modularity lowers the influence of process control but not of outcome control on alliance performance. Our theoretical development and empirical testing of the interactions of alliance control with modularity has significant implications for strategy theory and practice, which are also discussed. Copyright © 2008 John Wiley & Sons, Ltd.     

Which ties matter when? the contingent effects of interorganizational partnerships on IPO success

This paper investigates the contingent value of interorganizational relationships at the time of a young firm's initial public offering (IPO). We compare the signaling value to young firms of having ties with two types of interorganizational partnerships: endorsement relationships such as those with venture capital firms and investment banks, and strategic alliance partnerships. We propose that, under different equity market conditions, potential investors in an issuing firm attend to different types of uncertainty; attention to these different types of uncertainty affects investors' perceptions of the relative value of a young firm's different kinds of endorsements and partnerships and, hence, IPO success. Results from a sample of young biotechnology firms show that ties to prominent venture capital firms are particularly beneficial to IPO success during cold markets, while ties to prominent investment banks are particularly beneficial to IPO success during hot markets; a firm's strategic alliances with major pharmaceutical/health care firms did not have such contingent effects. Implications for understanding the contingent value of interorganizational ties are discussed. Copyright © 2003 John Wiley & Sons, Ltd.     

Factors influencing partner selection in strategic alliances: the moderating role of alliance context

The growth of alliances has generated considerable interest in this topic among both academics and practitioners. While multiple factors may affect alliance success, partner selection emerges as one of the most influential. Previous studies on alliances present general models that assume the factors (e.g., trust, commitment, complementarity, financial payoff) that drive partner attractiveness and, in turn, the likelihood of selection, are consistent across varying alliance projects and situations. In contrast, the present study proposes a contingency approach grounded in management control theory that suggests the criteria managers use in choosing alliance partners will vary by alliance project type. Specifically, it introduces a framework that addresses when and why managers select partners with certain, specific characteristics. The results of the present study strongly support hypotheses that the critical criteria for assessing alliance partner attractiveness and selection vary depending on the differential levels of process manageability and outcome interpretability inherent in a strategic alliance. Implications for theory and practice are discussed. Copyright © 2008 John Wiley & Sons, Ltd.     

Understanding the alliance data

A considerable body of research utilizes large alliance databases (e.g., SDC, MERIT‐CATI, CORE, RECAP, and BIOSCAN) to study interorganizational relationships. Understanding the strengths and limitations of these databases is crucial for informing database selection and research design. In this study I conduct an analysis of five prominent alliance databases. Focusing on technology alliances (those formed for the purposes of joint research or cross‐technology transfer), I examine the databases' consistency of coverage and completeness, and assess whether different databases yield the same patterns in sectoral composition, temporal trends, and geographic patterns in alliance activity. I also replicate three previously published alliance studies to assess the impact of data limitations on research outcomes. The results suggest that the databases only report a fraction of formally announced alliances, which could have detrimental consequences for some types of research. However, the databases exhibit strong symmetries in patterns of sectoral composition, alliance activity over time, and geographic participation. Furthermore, the replications of previous studies yielded results that were highly similar to those obtained in the original studies. This study thus provides some reassurance that even though the databases only capture a sample of alliance activity, they may yield reliable results for many—if not all—research purposes. This information should help researchers make better‐informed decisions about their choice of database and research design. Copyright © 2008 John Wiley & Sons, Ltd.     

Ambiguity and the process of knowledge transfer in strategic alliances

This research examines the role played by the ‘causally ambiguous’ nature of knowledge in the process of knowledge transfer between strategic alliance partners. Based on a cross‐sectional sample of 147 multinationals and a structural equation methodology, this study empirically investigates the simultaneous effects of knowledge ambiguity and its antecedents—tacitness, asset specificity, prior experience, complexity, partner protectiveness, cultural distance, and organizational distance—on technological knowledge transfer. In contrast to past research that generally assumed a direct relation between these explanatory variables and transfer outcomes, this study’s findings highlight the critical role played by knowledge ambiguity as a full mediator of tacitness, prior experience, complexity, cultural distance, and organizational distance on knowledge transfer. These significant effects are further found to be moderated by the firm’s level of collaborative know‐how, its learning capacity, and the duration of the alliance. Copyright © 1999 John Wiley & Sons, Ltd.     

Network location and learning: the influence of network resources and firm capabilities on alliance formation

This paper presents a dynamic, firm‐level study of the role of network resources in determining alliance formation. Such resources inhere not so much within the firm but reside in the interfirm networks in which firms are placed. Data from extensive fieldwork show that by influencing the extent to which firms have access to information about potential partners, such resources are an important catalyst for new alliances, especially because alliances entail considerable hazards. This study also assesses the importance of firms’ capabilities with alliance formation and material resources as determinants of their alliance decisions. I test this dynamic framework and its hypotheses about the role of time‐varying network resources and firm capabilities with comprehensive longitudinal multi‐industry data on the formation of strategic alliances by a panel of firms between 1970 and 1989. The results confirm field observations that accumulated network resources arising from firm participation in the network of accumulated prior alliances are influential in firms’ decisions to enter into new alliances. This study highlights the importance of network resources that firms derive from their embeddedness in networks for explaining their strategic behavior. Copyright © 1999 John Wiley & Sons, Ltd.     

Local versus global mimetism: the dynamics of alliance formation in the automobile industry

The alliance dynamics among the 35 largest firms in the worldwide automobile industry indicates that the likelihood of an alliance between any two firms depends on the local density of alliances among the members of their strategic groups, rather than on the global density of alliances in the industry. These results suggest that firms most closely observe and imitate the strategic behavior of firms who occupy the same strategic niche rather than the behavior of firms in their industry defined more broadly. Copyright © 2002 John Wiley & Sons, Ltd.     

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.     

Reputation for cooperation: contingent benefits in alliance activity

We model the two‐firm alliance as an iterated prisoners' dilemma game with an exit option and test several theoretical predictions in experimental studies regarding the effect of reputation information. Following the literature, we hypothesize that reputation benefits cooperation; however, our experimental results instead show that reputation decreases cooperation. A contingency explains this result while remaining consistent with the general proposition of reputation as beneficial in games of incomplete information. Implications include a recommendation for when to invest in reputation and whether the lemon's market story is applicable to alliance‐related inefficiencies. Copyright © 2009 John Wiley & Sons, Ltd.     

The impact of membership in competing alliance constellations: Evidence on the operational performance of global airlines

Many industries have witnessed the formation of multiple‐partner alliances or constellations competing against each other for both clients and members. Using the global airline industry as an empirical setting, I evaluate the proposition that membership in airline constellations allows carriers to capture externalities from other firms in the form of direct or indirect traffic flow, thereby enhancing their operational performance. I also distinguish between two ways to demarcate the boundaries of constellations: explicitly or implicitly. Analyzing patterns of membership in explicit constellations involving formal, multilateral agreements (such as the Star Alliance, Oneworld, SkyTeam), I find that membership benefits are greatest in groups involving large aggregate traffic and for carriers contributing with a large portion of the group's capacity. I also evaluate patterns of membership in implicit constellations, corresponding to groups of firms showing relatively more ties to one another than to firms outside their group. I find that carriers bilaterally linked with key players of such groups are able to increase their operational performance even if they do not belong to any explicit constellation. Thus, results show that it is worth analyzing distinct patterns of membership simultaneously, because they are likely to have distinct implications for firm performance. Copyright © 2007 John Wiley & Sons, Ltd.     

Sources of alliance partner trustworthiness: Integrating calculative and relational perspectives

Research on the sources of organizational trustworthiness remains bifurcated. Some scholars have adopted a calculative perspective, stressing the primacy of actors' rational calculations, while others have approached trustworthiness from a relational perspective, focusing on its social underpinnings. We help to reconcile these seemingly disparate views by adopting an integrative approach that allows us to clarify the boundaries of both perspectives. Based on dyadic survey data from 171 strategic alliances, we find that the calculative perspective (represented by contractual safeguards) has higher predictive power when the partner lacks a favorable reputation. In contrast, the relational perspective (represented by organizational culture) predicts trustworthiness more strongly when familiarity with the partner organization is high. Copyright © 2013 John Wiley & Sons, Ltd.     

Relative absorptive capacity and interorganizational learning

Much of the prior research on interorganizational learning has focused on the role of absorptive capacity, a firm's ability to value, assimilate, and utilize new external knowledge. However, this definition of the construct suggests that a firm has an equal capacity to learn from all other organizations. We reconceptualize the firm-level construct absorptive capacity as a learning dyad-level construct, relative absorptive capacity. One firm's ability to learn from another firm is argued to depend on the similarity of both firms' (1) knowledge bases, (2) organizational structures and compensation policies, and (3) dominant logics. We then test the model using a sample of pharmaceutical–biotechnology R&D alliances. As predicted, the similarity of the partners' basic knowledge, lower management formalization, research centralization, compensation practices, and research communities were positively related to interorganizational learning. The relative absorptive capacity measures are also shown to have greater explanatory power than the established measure of absorptive capacity, R&D spending. © 1998 John Wiley & Sons, Ltd.     

HETEROGENEITY OF FIRM CAPABILITIES AND COOPERATIVE RESEARCH AND DEVELOPMENT: AN EMPIRICAL EXAMINATION OF MOTIVES

This article proposes capability heterogeneity of R&D consortia participants as a condition to distinguish two competing motives for cooperative R&D: cost-sharing vs. skill-sharing. An analysis of 398 questionnaire responses from participants in Japanese government-sponsored R&D consortia finds that the relative importance of the cost-sharing motive in R&D consortia increases when participants’ capabilities are homogeneous or projects are large, while the relative importance of the skill-sharing motive in R&D consortia increases with heterogeneous capabilities. The skill-sharing motive is likely to increase a firm’s R&D spending, implying an additional consideration for management’s evaluation of cooperative R&D participation, as well as adding a new public policy implication of cooperative R&D. © 1997 by John Wiley & Sons, Ltd.     

Strategic alliance contracts: dimensions and determinants of contractual complexity

In contrast to prior studies examining strategic alliances as discrete governance structures (e.g., alliances vs. M&A, equity vs. non‐equity agreements), we investigate their particular contractual features. The analysis examines the dimensionality of the contractual complexity construct and investigates the determinants of firms' adoption of various contractual provisions. We find two underlying dimensions of contractual complexity, based upon the enforcement and coordination functions of different contractual provisions. The evidence reveals that firms' usage of particular contractual provisions is a function of asset specificity as well as whether the alliance's duration is pre‐specified or open‐ended. The findings also speak to the debate surrounding the roles of prior ties and trust for alliance governance. Firms that have collaborated with each other in the past are not less likely to negotiate enforcement provisions; rather, repeat collaborators are less likely to adopt contractual provisions that are informational in nature and are geared to the coordination of the alliance. Copyright © 2007 John Wiley & Sons, Ltd.     

Choice and performance of governance mechanisms: matching alliance governance to asset type

Formal and relational governance mechanisms are used in strategic alliances to coordinate resources and mitigate the risk of opportunistic behavior. While recent work has shown that these approaches are not mutually exclusive, we understand little about when one approach is superior to the other. Using data on the governance choices and subsequent performance of alliances in the German telecommunications industry, we find that the optimal configuration of formal and relational governance mechanisms depends on the assets involved in an alliance, with formal mechanisms best suited to property‐based assets and relational governance best suited to knowledge‐based assets. Furthermore, a mismatch between governance mechanisms and asset type can harm the performance of the alliance. Our findings contribute to transaction cost economics, the literature on relational governance, and recent work studying their interaction. Copyright © 2009 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.     

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.