Complementary assets,start-ups and incentives to innovate

We examine to what extent market conditions facilitating start-up formation affect firms' R&D investment and profits. We consider a model in which R&D efforts of an incumbent firm generate partly tacit technological know-how embodied in a key R&D employee, who might use it to form a start-up. The availability of complementary assets influences whether new firms are created and determine expected profits for start-up's founders. A large availability of complementary assets has the direct effect that the generation of start-ups is fostered. However, as a strategic effect, the incentives of incumbents to invest in R&D may be reduced because of the increased danger of knowledge loss occurring through start-up formation. We characterize the effects of an increase in the availability of complementary assets, showing that counter-intuitively there are cases in which it induces an increase in incumbents' R&D investment.     

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.     

Situational and institutional determinants of firms' R&D search intensity

Our theory extends the situational considerations explaining firm R&D search intensity beyond the behavioral theory of the firm by including shifts in the focus of attention among bankruptcy, aspirations, and slack. We also allow that search can reflect institutionalized investment patterns within firms and industries. We find stable firm‐specific R&D investment patterns (i.e., institutionalized search) and variations in R&D intensity depending on firms' situations—including performance relative to aspirations, proximity to bankruptcy, and slack. Our empirical results evidence shifts in the focus of attention relevant to explaining R&D search intensity for subsamples of firms in different situations. Copyright © 2007 John Wiley & Sons, Ltd.     

Why some firms never invest in formal R&D

In this paper we study the frequency of formal R&D investments. We link real options theory to the knowledge‐based view to explain how a firm's knowledge resources influence its frequency of investing in R&D to establish technological options. Specifically, we propose that a firm that lacks internal knowledge resources is more likely to never invest in R&D, a firm that has both internal and external knowledge resources is more likely to sometimes invest in R&D, while a firm that has internal knowledge resources but lacks external knowledge resources is more likely to always invest in R&D. Copyright © 2010 John Wiley & Sons, Ltd.     

Sunk Costs,Extensive R&D Subsidies and Permanent Inducement Effects

Using firm‐level data on Spanish manufacturing firms we estimate a model of the firm's optimal R&D decisions (whether to perform R&D and how much to invest). We quantify the fixed (proper fixed costs plus firms' outside option) and sunk costs of R&D and find the former to be substantially higher than the latter. While sunk costs act as a barrier to entry into R&D for some firms, fixed costs are the binding obstacle for many more firms. Simulation based on the estimated model reveals that one‐shot trigger subsidies cause a substantial increase in both the share of R&D firms and average R&D expenditures. This effect shows persistence over time, but totally fades away after seven years as firms are gradually hit by negative R&D profitability shocks.     

Exploration and Resource Commitments in Unequal Partnerships: An Examination of Corporate Venture Capital Investments

While established firms' relationships with external ventures may have significant strategic benefits, the realization of such benefits is fraught with considerable uncertainty. The real options and interorganizational learning literatures present an interesting trade‐off for established firms regarding commitment of resources in a partnership. This study seeks to enhance our understanding of how firms manage these trade‐offs when committing resources to external venturing initiatives. We examine the magnitude of resources initially committed by an established firm to an external venturing partnership in the context of corporate venture capital (CVC) investments. While a real options approach suggests that resource commitments should be lowered in the presence of uncertainty regarding realization of benefits, the interorganizational literature emphasizes that resource commitments may be essential for building quality relationships that expedite learning. Corporate investors, who invest in new ventures in order to gain strategic benefits, face higher uncertainty when their investment objectives involve greater exploration. However, greater exploration also increases investors' need to learn from their portfolio ventures. We, therefore, predicted that the degree of exploration would have a U‐shaped relationship with the investor's resource commitment in a venture. We also expected that factors that serve to decrease the investor's uncertainty, i.e., investor experience diversity and venture affiliation to prominent venture capitalists, would moderate the U‐shaped relationship between exploration and resource commitment. The predictions of the study are tested on a sample of 248 initial investments in private ventures made by incumbent firms in the computer, semiconductor, and telecommunications industries between 1996 and 2000. We find some support for our hypotheses. This study contributes to the external venturing literature on CVC investments by examining the determinants of the magnitude of resource commitment to new ventures, and integrates real options perspective, which advocates low resource commitments under uncertainty, with the organizational learning literature, which argues for greater resource commitment to secure partner cooperation. The results of this study reveal interesting insights into how CVC investors manage individual investments to generate strategic benefits.     

The impact of global and local cohesion on innovation in the pharmaceutical industry

In this paper, we examine how the configuration of intraorganizational networks, and in particular, cohesion among members of an organization, influences organizations' innovative output. We argue that the cohesion among R&D scientists could be at a local level or a global level, and that local and global cohesion may have different impacts on firms' innovation performance. We test our hypotheses by examining the structure of the R&D collaboration networks within firms that operated in the pharmaceutical industry between 1981 and 1989, and their innovative outcomes—patents that led to new product launches. We find that local cohesion has a positive impact on the innovative performance of a firm, and global cohesion has a negative impact. Copyright © 2011 John Wiley & Sons, Ltd.     

The path of R&D efficiency over time

In this paper we investigate the pattern of R&D efficiency in terms of the number of product innovations achieved by firms over time. Using a panel dataset of Spanish manufacturing firms for the period 1990–2006, we follow the innovative performance of R&D active firms and observe that innovation rates change over firms' R&D histories. To explain these facts we propose a model that explicitly acknowledges the twofold composition of firms' R&D expenditures, comprising spending on both physical capital for R&D projects and payments to researchers. We regard this latter component of R&D as a source for dynamic returns to firms' R&D investments. Consequently firms' innovation outcomes clearly depend on how long they have been investing in R&D and also on whether there have been any interruptions in the temporal sequence of R&D activities. Our results suggest that R&D activities exhibit dynamic returns that are positive but at a decreasing rate, and that interruptions in R&D engagement reduce R&D efficiency.     

An empirical analysis of the determinants of technology roadmap utilization

For many years now, firms have managed their research and development (R&D) by applying various approaches drawn from the discipline of technology roadmapping (TRM). The underlying rationale of these roadmapping approaches is to align firms' product and technology developments with their business goals. By visually representing firms' technology strategy, roadmaps support intra‐firm communication and facilitate the coordination of strategic decisions and activities within the technology management domain. Most previously published research on TRMs has focused on the design and implementation of roadmapping processes; that is, relatively few empirical or quantitative studies describe the use and evaluation of roadmapping techniques. This paper seeks to address this gap by conducting a survey of 186 different R&D units within stock market‐listed companies in Korea that have implemented TRM. The paper attempts to identify the antecedent factors behind firms' successful use of roadmaps, further identifying correlations between these antecedent factors through an analysis of the R&D units. It also empirically highlights these antecedent factors by empirically analyzing and verifying correlations between roadmap utilization and R&D performance.     

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.     

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.     

Coordinating and competing in ecosystems: How organizational forms shape new technology investments

We consider firms in the context of their business ecosystems and explore how differences in the ways in which firms are organized with respect to complementary activities affect their decision to invest in new technologies. We argue that, in addition to creating differences in incentives and bureaucratic costs, firm‐complementor organizational form plays an important role in the firm's ability to coordinate accompanying changes in complementary activities so as to shape the benefits from investing early in the new technology. We test our predictions in the U.S. healthcare industry from 1995–2006. The study makes a strong case for viewing firms' competitive strategies in the context of their business ecosystems and for the existence of an important link between firms' coordination choices and their strategic investments. Copyright © 2012 John Wiley & Sons, Ltd.     

The ineffectiveness of R&D subsidies—An oligopoly theoretic insight

In several European countries, governments subsidise private firms in their product development. Existing empirical literature indicates that these subsidies do not have much impact on firms' R&D efforts. It is suggested that this inefficiency may reflect strategic, oligopolistic behaviour: not to apply for subsidies is a strategic commitment to non-aggressive behaviour. Firms may be willing to apply for subsidies mainly when they know they are not going to affect their R&D efforts significantly.     

Local search and the evolution of technological capabilities

The assumption that ‘local search’ constrains the direction of corporate R&D is central in evolutionary perspectives on technological change and competition. In this paper, we propose a network-analytic approach for identifying the evolution of firms' technological positions. The approach (1) permits graphical and quantitative assessments of the extent to which firms' search behavior is locally bounded, and (2) enables firms to be positioned and grouped according to the similarities in their innovative capabilities. The utility of the proposed framework is demonstrated by an analysis of strategic partnering and the evolution of the technological positions of the 10 largest Japanese semiconductor producers from 1982 to 1992.     

MARKET COMPETITION,R&D AND FIRM PROFITS IN ASYMMETRIC OLIGOPOLY*

We investigate a Cournot model with strategic R&D investments wherein efficient low‐cost firms compete against less efficient high‐cost firms. We find that an increase in the number of high‐cost firms can stimulate R&D by the low‐cost firms, while it always reduces R&D by the high‐cost firms. More importantly, this force can be strong enough to compensate for the loss that arises from more intense market competition: the low‐cost firms' profits may indeed increase with the number of high‐cost firms. An implication of this result is far‐reaching, as it gives low‐cost firms an incentive to help, rather than harm, high‐cost competitors. We relate this implication to a practice known as open knowledge disclosure, especially Ford's strategy of disclosing its know‐how publicly and extensively at the beginning of the 20th century.     

Allocation of inventive effort in complex product systems

This paper examines the allocation of inventive effort in complex product systems. I argue that complex product systems, e.g., personal computers (PCs), are distinguished by functional interaction among several components, each guided by a relatively autonomous bundle of technical and economic characteristics. I try to explore whether the dynamics of such interactions between components of complex product systems can help us understand changes in the relative allocation of inventive effort. I advance and empirically test three hypotheses: (1) emergence of component constraints (bottlenecks) in product systems will trigger research and development (R&D) investment to resolve the constraints; (2) slack component firms have a strong incentive to invest in resolving component constraints; and (3) the incentive of slack component firms to invest in resolving component constraints is increasing in their prior sunk R&D investments in slack components. In sum, I argue that interactions between components in a product system conditions the R&D incentives of firms and also that the incentives are increasing in their prior investments or capabilities. Using product reviews from technical journals, I trace the constraint components in the PC from 1981 to 1998 and attempt to predict shifts in the allocation of inventive effort in the subsequent period. The empirical results strongly support all three hypotheses. This study highlights the paradoxical effect of modularity in complex product systems. Modular design architectures, while contributing to accelerating the pace of technical change, also tend to limit the economic benefits of firms' component R&D efforts, especially when different components technologies are progressing at different rates. This often creates an impetus to enlarge the scope of firm R&D activities beyond the component product markets that firms operate in. Other implications for R&D decision making are discussed. Copyright © 2007 John Wiley & Sons, Ltd.     

External Venturing and Discontinuous Strategic Renewal: An Options Perspective

This study examines the relationship between a firm's venturing activities and its undertaking of strategic renewal. The study was motivated by some important gaps in the corporate entrepreneurship literature on venturing and renewal. The extant literature has not focused on the different types and dimensions of firms' renewal activities. In particular, discontinuous renewal involving shifts in firms' core businesses is not well understood. Moreover, the conditions that drive firms to undertake strategic renewal have not been examined. For example, it is not known how venturing increases or reduces the benefits of undertaking renewal. This study focuses on a discontinuous form of renewal involving major changes in firms' core businesses and examines firms' external venturing activities that complement their internal development. We examine corporate venture capital (CVC) investments, which are direct minority equity investments made by established companies in privately held ventures. Discontinuous renewal is conceptualized as resulting from a set of related, and often sequential, managerial decisions. The first managerial decision is to initiate growth in a business that is relatively newer or smaller for the organization. The second decision is to move away, or even withdraw completely, from the current core business that enabled prior growth and prosperity for the firm and served as its primary revenue earner. Employing a real options perspective, we argue that CVC investments create growth options in new and existing businesses but do not result in firms' withdrawal from existing businesses. Therefore, we expect CVC activity to be negatively associated with the likelihood of a firm undertaking discontinuous renewal. We also propose that the benefits of withdrawing from existing businesses are even lower, and the costs even higher, for firms in dynamic industries and for firms that possess strong internal capabilities. The predictions of the study are tested using longitudinal data on 477 firms from the 1990 Fortune 500 list for the period 1990–2000. We find support for all our predicted hypotheses. These results help address important limitations in the corporate entrepreneurship literature. The study also contributes to the real options and organizational capabilities literatures.     

Absorptive capacity and openness of small biopharmaceutical firms – a European Union–United States comparison

The complementarities between internal capabilities and external linkages have been widely acknowledged in the open innovation literature, yet little is known about the extent to which internal capabilities affect firms' openness within different institutional contexts. This paper therefore empirically explores the relationship between absorptive capacity (ACAP) and openness in the United States and European biopharmaceutical sectors. Based on analysis of data from a large‐scale international survey of 349 biopharmaceutical firms in the United States, the United Kingdom, France and Germany, the results suggest that exploratory openness depends more strongly on the research and development (R&D) aspect of firms' potential absorptive capacity, whereas exploitative openness is more conditional on firms' realized absorptive capacity (RACAP). The results also highlight the major differences between firms' openness and ACAP in the United States and Europe – in the United States, firms' skill levels prove more significant in contributing to firms' engagement with exploratory relationships, whereas in Europe, continuity of R&D proves more important. Engagement with exploitative relationships, however, is more conditional on firms' RACAP in Europe only.     

Partial adjustment toward target R&D intensity

Existing research assumes that once firms have determined their target R&D intensity, they can adjust instantaneously and fully to their target R&D intensity, regardless of their past R&D intensity. In this study, we draw on the partial adjustment framework to examine the dynamics of firms' adjustment toward their target R&D intensity. We find that firms usually do not adjust instantaneously or fully to their target R&D intensity; they typically close half of the gap between their past and target R&D intensity in a year. Furthermore, we find that the speed of adjustment varies widely across firms. Firms with more cash flows, less debt, and more new equity financing have higher speed of adjustment. We draw implications for the dynamics of R&D investments and Schumpeterian competition.     

Information Gathering Externalities for a Multi‐Attribute Good

Most goods and services vary in numerous dimensions. Customers choose to acquire information to assess some characteristics and not others. Their choices affect firms' incentives to invest in quality and so lead to indirect externalities in consumers' choices. We characterize a model in which a monopolist invests in the quality of a product with two characteristics, and consumers are heterogeneous ex‐ante. Consumers do not internalize their influence on the firm's investment incentives when choosing which information to acquire. Cheaper information affects consumers' information gathering and thereby firm investment. This can paradoxically reduce consumer surplus, profits, and welfare.