Alliance portfolios and firm performance: A study of value creation and appropriation in the U.S. software industry

This study reveals the multifaceted contribution of alliance portfolios to firms' market performance. Extending prior research that has stressed the value‐creation effect of network resources, it uncovers how prominent partners may undermine a firm's capacity to appropriate value from its alliance portfolio. Analysis of a comprehensive panel dataset of 367 software firms and their 20,779 alliances suggests that the contribution of network resources to value creation varies with the complementarity of those resources. Furthermore, the relative bargaining power of partners in the alliance portfolio constrains the firm's appropriation capacity, especially when many of these partners compete in the focal firm's industry. In turn, the firm's market performance improves with the intensity of competition among partners in its alliance portfolio. These findings advance network research by highlighting the trade‐offs that alliance portfolios impose on firms that seek to manage and leverage their alliances. Copyright © 2007 John Wiley & Sons, Ltd.     

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.     

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.     

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.     

Unpacking functional alliance portfolios: How signals of viability affect young firms' outcomes

This article investigates how alliance portfolio composition affects young firms' outcomes. Drawing on signaling theory, we propose how alliance portfolio composition—number, functional domains (R&D, manufacturing, and marketing), and single‐purpose or multi‐purpose nature of alliances within the portfolio—may affect a firm's likelihood of achieving a liquidity event (IPO or acquisition). We study 8,600 U.S.‐based, VC‐backed firms during the period of 1990 to 2002 from 10 industry sectors. We find that alliance portfolios (to a certain extent) increase a firm's liquidity event likelihood. Further, firms with heterogeneous alliance portfolios, including portfolios emitting greater efficiency signals versus endorsement signals, are more likely to experience an IPO versus acquisition. Our findings lend support to the value of multi‐function alliances within portfolios. Copyright © 2013 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.     

Alliance form: a test of the contractual and competence perspectives

This paper analyzes factors that influence firms' choice of the organizational form of strategic alliances. I consider arguments suggested by both the contractual and the competence perspectives. In order to distinguish empirically between them, I devote special attention to the role played by the similarity of partner firms' technological specialization. In the empirical section I consider a sample composed of 271 equity joint ventures, non‐equity bilateral and unilateral agreements established between each other in the period 1983–86 by 67 North American, European, and Japanese enterprises from the world's largest firms in information technology industries. I examine the effects on the choice of alliance form of a measure of firms' technological proximity based on patents count, while controlling for other variables that are usually considered in the empirical literature. The estimates of binomial and multinomial logit models support the competence‐based argument that in technological alliances divergence in partners' technological specialization results in a higher propensity to use equity forms. Overall, the findings suggest that both the contractual and competence perspectives provide valuable complementary insights into the determinants of alliance form. Copyright © 2003 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.     

New product introductions below aspirations,slack and R&D alliances: A behavioral perspective

We develop hypotheses based on behavioral theory that explain how high technology firms' new product introduction (NPI) performance below aspiration levels impact the number of R&D alliances, and how slack moderates this relationship. Using panel data of U.S. biopharmaceutical firms, we find that as firms' NPI performance below historical aspiration levels increases the number of R&D alliances they form increases and slack intensifies this relationship. We contribute to alliance research by providing theory and empirical evidence that increases in the distance of NPI below aspirations serve as a motivation for increases in R&D alliances, and empirically to behavioral theory by revealing that NPI goals act similarly to financial performance goals in their impact on firms' actions and slack intensifies this relationship. Copyright © 2015 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.     

Agglomeration and the choice between acquisitions and alliances: An information economics perspective

Research summary : This research extends agglomeration theory by joining it with information economics research to better understand the determinants of firms' organizational governance choices. We argue that co‐location in a common geographic cluster fosters lower levels of information asymmetry between exchange partners and thus leads firms to employ acquisitions rather than alliances for their external corporate development activities. We further extend agglomeration theory by arguing that the impact of sharing a cluster location on acquisitions versus alliances strengthens with the level and dissimilarity of the exchange partners' knowledge‐based resources as well as with the intra‐cluster geographic proximity of the partners. Evidence from a sample of over 1,100 alliance and acquisition transactions in the U.S. semiconductor industry provides support for our hypotheses. Managerial summary : This paper investigates the role of geographical clustering for firms' external corporate development activities in acquisitions and alliances. We explain how better information is likely to be available among firms co‐located in the same cluster. This suggests that managers should have less need to use alliances over acquisitions as a means of reducing the risk of adverse selection (e.g., overpaying for acquisitions). Our investigation of over 1,100 transactions in the U.S. semiconductor industry shows that common cluster co‐location increases the probability of acquisition relative to alliance. Our arguments and evidence also indicate that the information‐related benefits of cluster co‐location are even more impactful when the parties have more divergent technology bases, possess larger stocks of knowledge‐based resources, or are located in closer geographic proximity. Copyright © 2015 John Wiley & Sons, Ltd.     

Exploration or exploitation? Small firms' alliance strategies with large firms

How do small firms manage their alliance strategies with large firms? This study compares the relative impacts of exploration and exploitation alliances with large firms on small firms' valuation. Integrating the literatures on the exploration/exploitation paradigm and alliance governance, we argue that exploitation alliances with large firms will on average generate higher values for small firms than exploration alliances with large firms due to a heightened risk of appropriation in exploration alliances. However, if small firms can manage their alliances with large firms via proper alliance governance, they will increase their valuations from exploration alliances with large firms. Analyses of the U.S. biopharmaceutical industry from 1984 to 2006 largely support our hypotheses. Copyright © 2013 John Wiley & Sons, Ltd.     

Choosing the right target: Relative preferences for resource similarity and complementarity in acquisition choice

Research summary : Corporate acquisition is a popular strategic option for firms seeking new resources. However, little research exists on the question of why one firm is chosen over another. We develop a model relating characteristics of similarity and complementarity between acquirers' and target firms' key resources, including their products and R&D pipelines, to the likelihood of the acquirers choosing a particular firm. We construct measures of similarity and complementarity between and across products and R&D pipelines, and test their effects using a novel application of the choice model. Findings reveal that acquirers view similarity and complementarity differently, based on the resource they are comparing. When making comparisons to their own R&D pipelines, acquirers prefer similarity over complementarity whereas when making comparisons to their product portfolios, they prefer complementarity over similarity. Managerial summary : Corporate acquisition is a popular way for firms to grow and obtain innovative resources. However, we know little about why acquirers choose one firm over another. We capture the influence of similarity and complementarity between acquirers' and target firms' products (current innovative value) and R&D pipelines (future innovative value) on whether a particular target firm is acquired. Insights from the pharmaceutical industry reveal that acquirers value similarity and complementarity in target firms differently, based on whether the comparison being made is with respect to their products or their R&D pipelines. Regarding their R&D pipelines, acquirers prefer that the target firm has similar, rather than complementary, resources. However, the opposite is true concerning their own products: acquirers prefer that the target firm has complementary, versus similar, resources. Copyright © 2015 John Wiley & Sons, Ltd.     

The evolution of coopetitive and collaborative alliances in an alliance portfolio: The Air France case

This research studies the evolution of the composition of an alliance portfolio from a coopetition perspective. Building on resource dependence theory, market uncertainty appears to be a driver of alliance portfolio formation and evolution. Scholars have previously neglected key dimensions in analyzing the composition of firms' alliance portfolios: the partner type (pure partner or competitor) and partner interactions (horizontal, vertical or mixed). We build on the coopetition and alliance portfolio literature to explore (1) the composition of an alliance portfolio and (2) its evolution over time. We illustrate our theoretical framework with a longitudinal single-case study of Air France's alliance portfolio. First, we show that when market uncertainty is high, firms do not increase their reliance on collective strategies, but they do modify the composition of their portfolio. Second, to address high levels of market uncertainty, firms rely more on coopetitive alliances than on collaborative alliances. Third, firms use more horizontal than vertical interactions when market uncertainty is high.     

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.     

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.     

Why Do Firms Enter a New Product Market? A Two‐Dimensional Framework for Market Entry Motivation and Behavior

What are the energetic forces that induce established firms to enter new product markets? While most previous research has explained the economic profits expected from a new product market as firms' distinctive motivation for market entry, some recent studies also emphasize interfirm competition and benchmarking activities as another important factor that motivates firms' new market entry. To explain the established firms' diverse new product market entry behaviors, this study presents a two‐dimensional scheme of entry motivation in terms of the degrees of target market profit focus and competitor focus. The first dimension captures the economic motivation of firms' new market entry that ranges from focusing on the direct expected profits from the target market to considering more strategic/indirect benefit incentives. The second dimension captures the degree of firms' external motivation for entry affected by competitors that ranges from independent entry decisions to fully competitor‐oriented entry decisions. Using multiple‐industry survey data, the current study empirically verifies that these two entry motivation dimensions explain a great portion of actual firms' new product market entry behaviors and that they are independent of each other. Subsequently, this study validates that firms' operational size and their environmental factors like perceived technological uncertainty and competitive intensity upon new market entry affect the degrees of the two dimensions of firms' new product market entry motivation. More specifically, large firms less emphasize target‐market profits than small firms, and when perceived technological uncertainty is high, potential market entrants become less target market profit focused but more competitor focused. Under a highly competitive new market condition, firms focus on both target‐market profits and competitors. Based on the analysis of new market entry motivation dimensions, the current study proposes a new typology of established firms' market entry behaviors. The suggested typology represents the four different types of new product market entrants and examines specific characteristics and entry strategies for each type of potential entrants. This entry‐motivation framework should provide a deeper understanding of the backgrounds of entry behaviors and assist firms in developing appropriate entry strategies and in advantageously responding to rival firms' actions with regard to entry.     

Agency hazards and alliance portfolios

Prior research over several decades has catalogued many positive motives underlying firms' decisions to engage in joint ventures and other forms of alliances. In this empirical analysis, we investigate whether agency problems brought about by the separation of ownership and control also stimulate the development of firms' joint venture portfolios. By focusing on joint ventures, as opposed to diversification in general or acquisitions, we address the recent debate on agency theory's domain. Results from a sample of U.S. manufacturing firms' alliance portfolios offer supporting evidence, and comparable findings are obtained for international and domestic joint ventures. Agency hazards are also found to bring about extensions of firms' nonequity alliance portfolios in both the international and domestic settings. Copyright © 2005 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.     

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.