A darker side of knowledge transfer following international acquisitions

We consider a knowledge flow that dominates the international acquisition context but can actually harm foreign acquired firms' performance: non–location‐specific knowledge transfer from acquirers to acquired firms (N‐LSKT). Considering its behavioral consequences, we argue that such knowledge transfer often may destabilize existing power structures in foreign acquired firms prompting conflict and power struggles, and as a result negatively affects their performance. We find support for this adverse knowledge transfer effect. Only at very high levels of N‐LSKT, when acquirers are likely to extend their own capabilities and associated power structures more completely, do the performance effects improve. Further, predeal success of acquirers and post‐deal functional integration amplify, while acquirers' strategic control over the acquired firm alleviates the generally negative effects of N‐LSKT. Copyright © 2015 John Wiley & Sons, Ltd.     

Customer retention: A source of value for serial acquirers

Customer retention, in most cases, is regarded as an indicator of acquisition performance, but factors influencing it have rarely been studied in the serial acquirer context. As a consequence, this paper presents a model of the linkage between serial acquirers and customer retention by drawing on serial acquirer and customer relationship marketing and management literature. The paper proposes that the serial acquirers' focus on retaining acquired firms' business customers per acquisition deals may enhance the post-acquisition value. Furthermore, serial acquirers' acquisition experience (skills), managerial overconfidence/hubris, own customers' behaviour and technological context are identified to impact the customer retention of the acquired firm. Moreover, two dual-purpose variables—acquired firms' customer experience and acquired firms' customer relationships—are proposed to moderate the effects of serial acquirers' acquisition experience (skills), managerial overconfidence/hubris, own customers' behaviour and technological context on acquired firm customer retention and also to autonomously influence acquired firms' customer retention. The implications for serial acquirers and practice are discussed.     

Acquisitions of private vs. public firms: Private information,target selection,and acquirer returns

The acquisition of privately held firms is a prevalent phenomenon that has received little attention in mergers and acquisitions research. In this study, we examine three questions: (1) What drives the acquirer's choice between public and private targets? (2) Do acquisitions of private targets elicit a more positive stock market reaction than acquisitions of public targets, which, on average, destroy value for acquirers' shareholders? (3) Do acquirers gain when their selection of a public or private target fits the theory? In this paper, we argue that the lack of information on private targets limits the breadth of the acquirer's search and increases its risk of not evaluating properly the assets of private targets. At the same time, less information on private targets creates more value‐creating opportunities for exploiting private information, whereas the market of corporate control for public targets already serves as an information‐processing and asset valuation mechanism for all potential bidders. Using an event study and survey data, we find that: (1) acquirers favor private targets in familiar industries and turn to public targets to enter new business domains or industries with a high level of intangible assets; (2) acquirers of private targets perform better than acquirers of public targets on merger announcement, after controlling for endogeneity bias; (3) acquirers of private firms perform better than if they had acquired a public firm, and acquirers of public firms perform better than if they had acquired a private firm. These results support the expectation that acquirer returns from their target choice (private/public) are not universal but depend on the acquirer's type of search and on the merging firms' attributes. Copyright © 2007 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.     

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.     

What they know vs. what they do: how acquirers leverage technology acquisitions

Existing research suggests that in acquisitions of small technology‐based firms by large established firms post‐merger integration both enables and hinders acquirers' efforts to leverage the technology of acquired firms. This apparent paradox can be resolved once we account for the qualitatively distinct ways in which acquirers leverage technology acquisitions. Integration helps acquirers use the acquired firm's existing knowledge as an input to their own innovation processes (leveraging what they know), but hinders their reliance on the acquired firm as an independent source of ongoing innovation (leveraging what they do). We also show that experienced acquirers are better able to mitigate the disruptive consequences of the loss of autonomy entailed by integration, though we find no evidence that they achieve greater coordination benefits from integration. Copyright © 2007 John Wiley & Sons, Ltd.     

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.     

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.     

The Immediate Impact of New Product Introductions on Stock Price: The Role of Firm Resources and Size*

New product development and introduction is an ongoing important issue to facilitate a firm's success. To demonstrate the financial impact of new product introductions and the supporting role of firm resources and organizational structure, the authors collected 409 new product announcements from 1990 to 1998 and used event methodology and regression models in this research. Building on resources and capabilities perspectives, the present study argues that firm resources with emphases on research and development (R&D) are imperative to materialize new product concepts. However, the research revealed that R&D resources have dual effects on immediate shareholder value (i.e., abnormal stock returns). On one hand, when the firm commits only lower to moderate levels of R&D, investors would have perceived such R&D as expenditures reducing the firm's profit margin and thereby negatively evaluate R&D resources. Nevertheless, when the firm has dedicated its resources to R&D significant enough to signal investors its potential benefits can outweigh its costs, it generates positive shareholder value. Further, the study found that investors honor positive marketing resources that are critical to promote and launch new products to customers. Apart from resources perspectives, according to the organizational structure literature, firm size reflects the layers of bureaucracy within an organization. The research found a negative effect on shareholder value, indicating that investors evaluate more optimistically smaller firms that are likely to be more innovative and entrepreneurial resulted in more breakthrough products. In conclusion, this study provides value to practitioners in understanding the impact of firm size and, more importantly, to what extent they dedicate their resources in R&D and marketing to generate different performance outcomes.     

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.     

Experience matters: The role of academic scientist mobility for industrial innovation

Research Summary: A learning‐by‐hiring approach is used to scrutinize scientists' mobility in relation to the recruiting firms' subsequent innovation output. Our starting point is that among firm hires, individuals with university research experience—hired from universities or firms—can be particularly valuable. However, conflicting institutional logics between academia and industry makes working with academic scientists challenging at times for firms. We suggest two solutions to this difficulty: hiring “ambidextrous” individuals with a mix of experience of university research and working for a technologically advanced firm, and a strong organizational research culture in the recruiting firm reflected by the presence of a scientist on the top management team. We track the mobility of R&D workers empirically using patent and linked employer‐employee data. Managerial Summary: An important way to make organizations more innovative is hiring individual researchers with the right types of skills and experience. We show that individuals with university research experience beyond their final degree are particularly likely to help boost firm‐level innovation output after hiring compared to R&D workers with other types of skills and experience. However, to obtain good returns to innovation from hiring such individuals, firms need a university research–friendly organizational culture when hiring individuals with university research experience, from either firms or academia.     

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.     

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.     

Alliance portfolio reconfiguration following a technological discontinuity

Research summary : We study how technological discontinuities generate first‐ and second‐order effects on alliance formation and termination, leading to reconfiguration of firms' alliance portfolios. Following technological shocks, we argue that firms often seek alliances that provide new resources while also having incentives to form alliances for reinforced and challenged resources that complement the new resources. In parallel, alliance terminations, even involving resources otherwise unaffected by the discontinuity, increase due to limits in firms' alliance carrying capacity. We study biopharmaceutical firms between 1990 and 2000, which faced a technological discontinuity in 1995 in the form of combinatorial chemistry and high‐throughput screening. We improve understanding of how technological discontinuities affect the value of resources and how firms reconfigure alliance portfolios in response. Managerial summary : When firms form alliances to gain new resources during technological discontinuities that disrupt their industry, they cannot consider only the focal new partnerships. Instead, new alliances create complementarity and substitution pressures that lead to broader reconfiguration of the firms' alliance portfolios: (1) complementarity creates incentives to also form alliances for resources that the technological discontinuity reinforces or challenges in order to improve the collective value of co‐specialized assets; (2) substitution creates incentives to terminate existing alliances, even if their value is otherwise unaffected by the discontinuity, in order to create carrying capacity for new alliances. Thus, one new alliance can generate a cascade of reconfiguration that challenges the balance between the benefits of stability and the need for change in an alliance portfolio. Copyright © 2016 John Wiley & Sons, Ltd.     

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.     

Small is big in ICT: The impact of R&D on productivity

We examine the contribution of R&D to firm productivity in a large panel of European firms and study its variation with the age, size, and sub-sector of firms. We find that R&D capital in ICT firms has a larger effect on revenue when compared to non-ICT firms. At the firm level, our results suggest that, surprisingly, smaller and older ICT firms benefit the most from R&D. Small but mature ICT firms are likely to dominate market niches, and small size may enable them to be flexible and adaptable which helps them respond to technological opportunities to develop innovative products and services. This has important implications for public policy based upon firm age.     

Understanding the trade-off between familiarity and newness in product innovation

Studying the trade-off between developing new products that exploit a focal firm's familiar current knowledge resources and developing new products that explore knowledge resources that are new to the firm, we show that new products perform better when the new products are neither too familiar nor new to the firm, in contrast to the findings reported in prior research indicating that both types of new products are positively related to new product performance. The results were consistent for the familiarity and newness of both technological and market knowledge. In addition, the study revealed that while focal firms' inter-organizational network ties involving their supplier firms attenuated the potential negative impacts of technological familiarity and newness, their inter-organizational network ties involving their buyer firms lessened the potential negative impacts of the familiarity and newness of market knowledge that their new products required.     

What factors determine the subsidiary mode of overseas R&D by developing-country MNEs? Empirical evidence from Chinese subsidiaries abroad

This study examines the determinants of the subsidiary modes of overseas research and development (R&D) by Chinese multinational enterprises (MNEs). Based on resource-based view and absorptive capabilities, we propose that financial resources and technological resources have different effects on the selection of overseas R&D subsidiary modes, which are competence-exploiting mode or competence-creating mode. This is supported by the empirical results in this paper using data from a survey of 40 Chinese overseas R&D subsidiaries. The results demonstrate that the parent firms with richer financial resources and more R&D expenses prefer the competence-exploiting mode, while the parent firms with more R&D personnel favor the competence-creating mode. Additionally, this study finds that firms matching our mode choice model tend to enjoy a higher level of innovative performance.     

OVERSEAS R&D ACTIVITIES AND HOME PRODUCTIVITY GROWTH: EVIDENCE FROM JAPANESE FIRM‐LEVEL DATA*

This paper investigates the impact of overseas subsidiaries' R&D activities on the productivity growth of parent firms using firm‐level data for Japanese multinational enterprises. Based on survey responses, we classify each overseas subsidiary's R&D as either ‘innovative R&D,’ which we hypothesize is likely to lead to the acquisition of foreign knowledge, or ‘adaptive R&D,’ which is more likely to lead to adaptation to local conditions. We find that overseas innovative R&D raises the parent firm's productivity growth, while adaptive R&D has no such effect. In addition, overseas innovative R&D does not improve the rate of return on home R&D.     

Cross‐border mergers and acquisitions: The role of private equity firms

Research summary: We show that private equity ownership (“PE backing”) of the acquirer is a signal of deal quality in cross‐border takeovers. As such, PE‐backed acquirers experience higher announcement returns in cross‐border takeovers, but only if targets are in poor information environments. We show that PE backing is a positive market signal because of PE firms' experience and networks that result from prior deals in target countries. We document that the market correctly anticipates that operating performance of PE‐backed acquirers increases as a result of cross‐border mergers and acquisitions (M&A). Managerial summary: We study cross‐border acquisitions by acquirers that are partially owned by private equity firms (“PE backing”). Cross‐border acquisitions are challenging as acquirers often have little information about targets. We document that investors react positively to cross‐border deals of PE‐backed acquirers—their stock prices increase upon deal announcements. However, this is only the case if targets are in countries with poor information environments. This is because PE backing allows acquirers to access PE firms' deal experience and networks. This makes it easier to identify and evaluate good targets, making it more (less) likely that a deal eventually creates (destroys) value. Consistent with this, we find that earnings of PE‐backed acquirers increase after buying targets in poor information environments. Copyright © 2016 John Wiley & Sons, Ltd.