Technology alliances in emerging economies: persistence and interrelation in European firms' alliance formation

We analyse the patterns and determinants of technology alliance formation with partner firms from emerging economies with a focus on European firms' alliance strategies. We examine to what extent European firms' alliance formation with partners based in emerging economies is persistent – that is, to what extent prior collaborative experience determines new alliance formation – and we compare this pattern with alliance formation with developed country partners. Second, we examine to what extent prior engagement in international alliances with partners from developed countries increases the propensity to form technology alliances with partners based in emerging economies, and vice versa (interrelation). We find that both persistence and interrelation effects are present, and that they are generally not weaker for emerging economy alliances. Alliance formation with Indian and Chinese firms is significantly more likely if firms have prior alliance experience with Japanese firms. The findings suggest that building on their prior international alliance experience firms extend their alliance portfolios across both developed and emerging economies, increasing the geographical diversity of their alliance portfolios.     

Role of search for domain knowledge and architectural knowledge in alliance partner selection

Research Summary: The literature on technological alliances emphasizes that search for knowledge drives alliance formation. However, in conceptualizing technological knowledge, prior work on alliances has not made a distinction between domain knowledge—knowledge that firms possess in distinct technological domains—and architectural knowledge—knowledge that firms possess about how to combine elements from different technological domains. We argue that firms seek partners that are similar in domain knowledge to deepen their knowledge, and partners that are dissimilar in architectural knowledge to broaden their knowledge. Our results indicate that the likelihood of alliance formation increases when two firms are similar in domain knowledge and dissimilar in architectural knowledge. Further, our results show that these effects are positively moderated by the degree of decomposability of a firm's knowledge base. Managerial Summary: In dynamic environments, companies need to continually deepen and broaden their technological knowledge, and they often look for alliance partners who can provide them that knowledge. For knowledge deepening, companies are more likely to form alliances with those companies that have expertise in similar technological fields. For knowledge broadening, they are more likely to form alliances with those companies that have expertise in the same technological fields, but have different recipes for combining knowledge from those fields. Furthermore, a company with a modular knowledge base is more likely to seek a partner that has expertise in similar technological fields or whose recipes for combining knowledge from different technological fields are different from the recipes it has.     

Old technology meets new technology: complementarities,similarities, and alliance formation

Alliance formation is commonplace in many high‐technology industries experiencing radical technological change, where established firms use alliances with new entrants to adapt to technological change, while new entrants benefit from the ability of established players to commercialize the new technology. Despite the prevalence of these alliances, we know little about how these firms choose to ally with specific firms given the range of possible partners they may choose from. This study explores factors that lead to alliance formation between pharmaceutical and biotechnology companies. We focus on the alliance tie as the unit of analysis and argue that dyadic complementarities and similarities directly influence alliance formation. We then introduce a contingency model in which the positive effect of complementarities and similarities on alliance formation is moderated by the age of the new technology firm. We draw theoretical attention to the intersection between levels of analysis, in particular, the intersection between dyadic and firm‐level constructs. We find that a pharmaceutical and a biotechnology firm are more likely to enter an alliance based on complementarities when the biotechnology firm is younger. Another noteworthy finding is that proxies for broad capabilities appear to be at least as effective, if not more so, in predicting alliance formation compared to fine‐grained science and technology‐related indicators, like patent cross‐citations or patent common citations. We conclude by suggesting that future studies on alliance formation need to take into account interactions across levels; for example, how dyadic capabilities interact with firm‐level factors, and the advantages and disadvantages of more or less fine‐grained measures of organizational capabilities. Copyright © 2007 John Wiley & Sons, Ltd.     

Structural homophily or social asymmetry? The formation of alliances by poorly embedded firms

Recent research shows that preexisting network structure constrains the formation of new interorganizational alliances. Firms that are poorly embedded in a network structure are less likely than richly embedded firms to form alliances, because they lack informational and reputational benefits. This study examines the types of ties that poorly embedded firms can form to overcome the constraints that their structural positions impose, in turn helping to explain how firms' actions can transform existing network structures. We argue that poorly embedded firms are more likely to participate in ties characterized by social asymmetry than in ties characterized by structural homophily. We analyze the terms of trade that socially asymmetric partners negotiate for alliance governance and discuss how such alliances influence network dynamics. To test our arguments, we use longitudinal data on the alliance activities of 97 global chemical firms from 1979 to 1991. Copyright © 2009 John Wiley & Sons, Ltd.     

Asymmetric performance: the market share impact of scale and link alliances in the global auto industry

This study investigates how participating in strategic alliances with rivals affects the relative competitive positions of the partner firms. The paper builds on studies that show significant differences in the outcomes of scale and link alliances. The study argues that the more asymmetric outcomes of link alliances translate into greater changes in the relative market shares of the partner firms, due to unbalanced opportunities for inter‐partner learning and learning by doing. We find support for this argument by examining 135 alliances among competing firms in the global automobile industry, from 1966 to 1995. Copyright © 2004 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.     

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.     

Interorganizational alliances and the performance of firms: a study of growth and innovation rates in a high‐technology industry

This paper investigates the relationship between intercorporate technology alliances and firm performance. It argues that alliances are access relationships, and therefore that the advantages which a focal firm derives from a portfolio of strategic coalitions depend upon the resource profiles of its alliance partners. In particular, large firms and those that possess leading‐edge technological resources are posited to be the most valuable associates. The paper also argues that alliances are both pathways for the exchange of resources and signals that convey social status and recognition. Particularly when one of the firms in an alliance is a young or small organization or, more generally, an organization of equivocal quality, alliances can act as endorsements: they build public confidence in the value of an organization's products and services and thereby facilitate the firm's efforts to attract customers and other corporate partners. The findings from models of sales growth and innovation rates in a large sample of semiconductor producers confirm that organizations with large and innovative alliance partners perform better than otherwise comparable firms that lack such partners. Consistent with the status‐transfer arguments, the findings also demonstrate that young and small firms benefit more from large and innovative strategic alliance partners than do old and large organizations. Copyright © 2000 John Wiley & Sons, Ltd.     

Determinants of Alliance Portfolio Complexity and Its Effect on Innovative Performance of Companies*

Alliance formation is often described as a mechanism used by firms to increase voluntary knowledge transfers. Access to external knowledge has been increasingly recognized as a main source of a firm's innovativeness. A phenomenon that has recently emerged is alliance portfolio complexity. In line with recent studies this article develops a measure of portfolio complexity in technology partnerships in terms of diversity of elements of the alliance portfolio with which a firm must interact. The analysis considers an alliance portfolio that includes different partnership types (competitor, customer, supplier, and university and research center). So far factors that determine portfolio complexity and its impact on technological performance of firms have remained largely unexplored. This article examines firms' decisions to form alliance portfolios of foreign and domestic partners by two groups of firms: innovators (firms that are successful in introducing new products to the market), and imitators (firms that are successful at introducing products which are not new to the market). This study also assesses a nonlinear impact of the portfolio complexity measure on firms' innovative performance. The empirical models are estimated using data on more than 1800 firms from two consecutive Community Innovation Surveys conducted in 1998 and 2000 in the Netherlands. The results suggest that alliance portfolios of innovators are broader in terms of the different types of alliance partners as compared to those of imitators. This finding underlines the importance of establishing a “radar function” of links to various different partners in accessing novel information. Specifically, the results indicate that foremost innovators have a strong propensity to form portfolios consisting of international alliances. This underlines the importance of this type of partnership in the face of the growing internationalization of R&D and global technology sourcing. Being an innovator or imitator also increases the propensity to form a portfolio of domestic alliances, relative to non‐innovators; but this propensity is not stronger for innovators. Innovators appear to derive benefit from both intensive (exploitative) and broad (explorative) use of external information sources. The former type of sourcing is more important for innovators, while the latter is more important for imitators. Finally, alliance complexity is found to have an inverse U‐shape relationship to innovative performance. On the one hand, complexity facilitates learning and innovativeness; on the other hand, each organization has a certain management capacity to deal with complexity which sets limits on the amount of alliance portfolio complexity that can be managed within the firm. This clearly suggests that firms face a certain cognitive limit in terms of the degree of complexity they can handle. Despite the noted advantages of an increasing level of alliance portfolio complexity firms will at a certain stage reach a specific inflection point after which marginal costs of managing complexity are higher than the expected benefits from this increased complexity.     

Network resource stocks and flows: how do alliance portfolios affect the value of new alliance formations?

We examine how new network resources accessed through alliance formations interact with network resources present in a firm's alliance portfolio. We test our theoretical model using event study methodology and data from the global air transportation industry. We find that the market rewards firms forming alliances that contribute resources that can be synergistically combined with firms' own resources as well as with network resources accessed through their alliance portfolios. Our results also indicate that the market penalizes firms entering into alliances that create resource combinations that are substitutes to resource combinations deployed by existing alliance partners. Copyright © 2011 John Wiley & Sons, Ltd.     

Networking for sustainability: Alliance capabilities and sustainability-oriented innovation

Research on open innovation and sustainability suggests that alliances with external stakeholders help to improve innovation outcomes. This paper taps into the intersection of these literatures and investigates how alliance proactiveness and alliance portfolio coordination affect firms' sustainability-oriented innovation (SOI) outcomes. Data were collected from 170 firms in the Basque Country region in Spain, which has a highly collaborative regional innovation system. Partial least squares (PLS) modeling confirmed that alliance proactiveness is positively related to radical SOI, while alliance portfolio coordination is positively related to incremental SOI. In addition, these two capabilities involve a positive interaction effect in the case of radical SOI. An additional set of post hoc tests using latent class analysis (FIMIX-PLS) provided further evidence that firms with different internal features and levels of environmental turbulence benefit to varying extents from these capabilities and their interactions. Overall, the findings of this study show the benefits of the coupled mode of open innovation and alliance capabilities in reaching positive outcomes in SOI. On the one hand, companies focusing on incremental SOI can reap greater benefits from open innovation when collaborating within their existing portfolio; while for radical SOI, alliance proactiveness is beneficial for finding disruptive partners.     

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.     

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.     

Learning: The interface of quality management and strategic alliances

In this paper, we investigate the practice of quality management in strategic alliances. By employing a relational view of inter-organizational competitive advantage, the paper addresses the concept of quality management in strategic alliances and networks. We argue that institutional/network relationships influence the practice of quality within a network. In that regard, firms that have adopted quality management practices are more effective in managing and coordinating their interactions with other firms in the network, which results in their enhanced learning capability within the alliance.The proposed framework recognizes the role of trust and cooperative learning as critical factors that affect the success of strategic alliances. It has been argued that firms within an alliance need to achieve the paradox of control and learning. We examine the role of trust as a control mechanism in strategic alliances and address the importance of cooperative learning within alliances. Several hypotheses have been proposed and future research has been outlined.     

Trust formation in Korean new product alliances: How important are pre-existing social ties?

The focus of this study is on the nature and influence of social connections versus other relational mechanisms on trust formation in an emerging Asian economy. We examine the role of communication quality, perceived fairness, and pre-existing social relationships for the formation of trust in 47 vertical new product development alliances in South Korea. The empirical results indicate a relatively minor importance of pre-existing social ties vis-à-vis communication quality and fairness for the development of trust. Contrary to widespread perceptions, pre-existing social ties do not appear to directly contribute to establishing trust with external alliance partners in Korea. Multiple explanations are offered for this unexpected finding. Instead, existing social relationships moderate the importance of fairness for trust formation. When conducting partnerships with Korean firms, managers should focus more on a quality communication and fair behavior when trust formation is the objective, than on social connections.     

How to learn in R&D partnerships?

In this article a set of determinants of organisational learning and result appropriation are identified and then tested on a sample of Research and Development (R&D) consortia. The literature review and an exploratory case study highlight the main factors which favour learning and the appropriation of knowledge. The case study observes the organisational learning processes at work in three R&D partnerships entered into by a European high technology firm.
Six hypotheses are formulated. They pertain to the link between the firm's learning and exploitation capabilities. The hypotheses relate to (1) trust between partners, (2) R&D integration in the firm, (3) the access to adequate complementary assets, (4) the member's involvement and motivation in the cooperative process, (5) its own experience in R&D, and (6) the number of partners in the consortium. These hypotheses are tested on a sample of 317 R&D consortia in the European EUREKA initiative.
The results show that a firm's internal organisation and the level of trust between partners influence learning and result appropriation. However, the determinants vary according to the kind of outcome (tangible knowledge, new products/processes, improved products/processes, intangible knowledge). With the knowledge that alliances are increasingly becoming a necessity for firms involved in technology, a better understanding of how to benefit from R&D partnerships can only improve firms' competitiveness in the future.     

Comment on “fishing for sharks: Partner selection in biopharmaceutical R&D alliances” by diestre and rajagopalan

A recent study of R&D alliances between new biotechnology firms (NBFs) and pharmaceutical firms investigated how NBFs deal with the “swimming with sharks” dilemma involved in allying with firms capable of appropriating value. It concludes that NBFs are less likely to select alliance partners with related expertise because of greater appropriation risk. Based on our experience as NBF managers and a survey of NBF executives, we believe that such situations are uncommon, and that the study more likely shows pharmaceutical firms seeking diversification. Thousands of NBFs seek alliances with the top 100 pharmaceutical firms, and the larger company is much more likely to be the one to select among multiple potential partners. Copyright © 2013 John Wiley & Sons, Ltd.     

How does the partner type in R&D alliances impact technological innovation performance? A study on the Korean biotechnology industry

The number of strategic alliances for R&D activities in the biotechnology industry is sharply increasing. Some studies show that each alliance partner type has different alliance motives, resources and capabilities, organizational structures and cultures, and degrees of competition with partners, which can lead to different performances of strategic alliances. In this regard, this study conducts an empirical analysis of the different impact of each type of alliance partner on technological innovation performance and finds the moderating effect of absorptive capacity and potential competition by categorizing strategic alliances for R&D activities in the biotechnology industry into three types: vertical-downstream alliances, vertical-upstream alliances, and horizontal alliances. This study analyzed 206 Korean biotechnology firms and their strategic alliances for a total of 292 R&D activities. The results of the analysis showed that vertical alliances have a positive impact on technological innovation performance, while horizontal alliances have an inverted U-shaped relationship with technological innovation performance caused by the effect of competition. Additionally, it was confirmed that the R&D intensity of biotechnology firms has a moderating effect of increasing the impact of vertical-upstream alliances on technological innovation performance.     

The role of horizontal and vertical new product alliances in responsive and proactive market orientations and performance of industrial manufacturing firms

This study examines different roles of new product alliance partners in enhancing responsive market orientation (RMO) and proactive market orientation (PMO) of industrial manufacturing firms in the context of learning in business-to-business (B2B) relationships. A survey of 146 firms shows that horizontal new product alliances with competitors provide access to similar industrial knowledge and know-how and thus help improve a manufacturing firm's RMO through exploitative learning. Although vertical new product alliances with suppliers may grant access to similar domains of knowledge, the findings of this study do not provide any support for their effect on a manufacturing firm's RMO. In contrast, the study shows that vertical new product alliances with research institutions provide access to a broader knowledge base and greater know-how with higher levels of non-redundancy and thus help improve a PMO through explorative learning. In addition, the results suggest that both RMO and PMO developed in different types of new product alliances enable a manufacturing firm to improve its new product performance and eventually its overall performance.     

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.