R&D spending,domestic competition,and export performance of Japanese manufacturing firms

This paper examines three factors influencing the export performances of Japanese manufacturing firms: R&D spending, domestic competitive position, and firm size. Export sales are positively associated with (1) R&D expenditures, (2) size of a firm, and (3) average R&D intensity of an industry. A firm's export ratio is related to the size of the firm, but not to the firm's and the industry's R&D intensities. Follower firms are characterized by higher export ratios than market leaders. The results indicate a relationship between the patterns of domestic competition and the international competitiveness of Japanese firms.     

The Paradox of Openness: How Product and Patenting Experience Affect R&D Sourcing in China?

External R&D sourcing may help firms compete in an environment characterized by rapid technological changes. Yet, prior studies have produced conflicting findings on how a firm's technological experience affects the extent to which the firm engages in external R&D sourcing. Although many highlight that firms with extensive technological experience are equipped with more technological knowledge, collaborative skills, and absorptive capacity, encouraging greater levels of external R&D, others suggest the opposite due to potential exchange hazards and partnership conflicts. Adopting an external partner's perspective, the current study reconsiders this “paradox of openness” by analyzing how a focal firm's product experience and patenting experience affect an external partner's tendency to provide external R&D services to the focal firm. Specifically, this study explore how a focal firm's knowledge protectiveness and tacitness embedded in its product and patenting experience influences the external partners' motivation for knowledge transfer. This study predicts that a firm's product experience increases the focal firm's external R&D sourcing because it provides high levels of knowledge tacitness and external openness and can encourage external partners to share and exchange knowledge with the focal firm. In contrast, a firm's patenting experience decreases the focal firm's external R&D sourcing because it denotes knowledge explicitness and protectiveness and may discourage external partners to share and exchange knowledge with the focal firm. This study further predicts that patenting experience has a negative moderating effect on the relationship between product experience and external R&D sourcing. Using a data set of 575 high‐tech firms in China, this study finds support for our predictions. Our findings contribute to the growing literature on the knowledge‐based view and technology entrepreneurship in emerging markets.     

Creating shareholder value via collaborative innovation: the role of industry and resource alignment in knowledge exploration

Collaborative innovation provides firms with a privileged opportunity to perform exploration in an externally oriented mode. The central challenges in exploration via collaborative innovation lie in the selection of relevant partners and in gaining access to potentially valuable external knowledge that the focal firm lacks. This article focuses on two aspects of inter-organizational alignment that affect knowledge differences and may thus help explaining the shareholder value implications arising from collaborative innovation: industry and resource alignment. Relying on data covering 97 bilateral collaborative innovations (194 innovation partners) in R&D intensive high-technology industries, we used event study methodology and follow-up hierarchical regression analyses to test our conceptual framework. With regard to industry alignment, results suggest that investors value greater industry distance between collaborating partners, especially when the partner firm provides high-level R&D resources. Furthermore, the results show a positive effect of supplementary resource alignment (i.e., a focal firm's R&D resources are supplemented by a partner firm's R&D resources) and, notably, a negative effect of complementary resource alignment (i.e., a focal firm's R&D resources are complemented by a partner firm's marketing resources) on investors' valuation of the collaboration's expected future performance. They, thus, contribute to research on shareholder value implications of collaborative innovation. From a managerial perspective, the study provides a better understanding of partner selection and shows how managers should position a collaboration to signal the shareholder value-creating potential to investors.     

The Relationship of R&D/Sales to Firm Performance: An Investigation of Marketing Contingencies*

The relationship between a firm's performance and R&D spending is often imperfectly understood, despite the fact that R&D is often a cornerstone of an effective innovation strategy. Susan Holak, Mark Parry, and Michael Song extend the classic innovation-adoption paradigm developed by Rogers and propose a series of hypotheses describing variations in the relationship between the R&D/sales ratio and a firm's performance. Using data from the PIMS database and contrasting growth-stage and mature-stage firms, the authors report that firm and industry characteristics have an important bearing on the R&D-performance relationship. In addition, managers can influence the incremental effects of added R&D spending on the firm's performance by manipulating certain firm-contingent variables. Increased R&D spending can have either a positive or negative influence on gross margin under various circumstances.     

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.     

Innovating standards through informal consortia: The case of wireless telecommunications

We empirically examine the effects of industry consortia on the coordination of innovation strategies of the members. Our analyses utilize membership data from 32 consortia in wireless telecommunication technology subfields from 2000 to 2005 and prior art citations in standard-essential patents. We find that connections among firms in informal and technically-oriented consortia significantly increase the likelihood that firms cite each other's patents in subsequent patents essential for the UMTS wireless telecommunication standard. Inventions that are likely to become part of the UMTS system tend to build on inventions by firm peers who were members of the same consortia, controlling for patent or firm fixed effects, technology class, and other characteristics. Consortia may enhance productivity of invention and increase the incentives to invest in R&D by internalizing potential externalities. They may also enhance efficiency of standardization by facilitating the interaction of committee and market processes. Consortia thus structure and constrain the process of innovating standardized technologies. This is problematic if consortia are not truly accessible for all the relevant parties. Policymakers thus need to balance these effects. For managers, the results show that participation in a variety of technical consortia enables influencing peers' innovation strategies related to compatibility standards.     

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.     

THE ROLE OF SUNK COSTS IN THE DECISION TO INVEST IN R&D*

We present a dynamic empirical model of a firm's R&D decisions that is consistent with the existence of sunk R&D costs, taking into account that these costs may differ between small and large firms, and among different technological regimes. We estimate a multivariate dynamic discrete choice model using firm‐level data of Spanish manufacturing for 1990–2000. Conditional on firm heterogeneity and serially correlated unobservable factors, we find that R&D history matters. This true state dependence allows inferring the existence of sunk R&D costs associated with performing R&D. Sunk R&D costs are found to be higher for large, high‐tech firms.     

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.     

Compensation strategy: does business strategy influence compensation in high‐technology firms?

Drawing on the strategic employee group concept, this study empirically examines whether a firm's innovation strategy influences compensation systems for strategic employee groups in the high‐technology industry. We focus on compensation packages for R&D employees who play a critical role in successful implementations of innovation strategy. Using compensation data for middle‐level managers and professional employees from 237 firms in the high‐technology industry, we found that a firm's strategic intention to pursue innovation has a significant influence on the relative pay level, compensation time horizon, and stock option vesting period lengths of this strategic employee group. Copyright © 2006 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.     

When do strategic alliances inhibit innovation by firms? Evidence from patent pools in the global optical disc industry

Research and development (R&D) consortia are specialized strategic alliances that shape the direction and scope of firm innovation activities. Little research exists on the performance consequences of participating in R&D consortia. We study the effect of patent pools, a unique form of R&D consortia, on firm performance in innovation. While prior research on alliances generally implies that patent pools enhance firm innovation, our study finds the opposite. Analyzing data on systemic innovation in the global optical disc industry, we find that patent pool formation substantially and significantly decreases both the quantity and quality of patents subsequently generated by licensors and licensees relative to the patenting activity of nonparticipants. Our empirical findings suggest that patent pools actually inhibit, rather than enhance, systemic innovation by participating firms. Copyright © 2011 John Wiley & Sons, Ltd.     

How Do Interaction Activities among Customers and between Customers and Firms Influence Market Performance and Continuous Product Innovation? An Empirical Investigation of the Mobile Application Market

Mobile application markets (MAMs) significantly differ from other existing marketplaces at least in two aspects. First, customers (app users) and firms (app providers) frequently interact with each other in real time, which is not common in the conventional marketplaces. Second, many app providers incorporate customers’ opinions or suggestions into their software upgrades, representing one of the most unique and interesting aspects of MAMs. Therefore, it has become critical to understand the impact of interaction activities not only among customers, but also between customers and firms on the market performances of new products in MAMs. One of the most significant issues firms face is whether firms reflect on customers’ postpurchase interaction activities, and the next interesting question is how firms respond to them. This study explores the effects of customer‐to‐customer (C2C), customer‐to‐firm, and firm‐to‐customer interaction activities on market performance. In addition, this study investigates how communication activities influence a firm's tendency to pursue continuous product innovation through research and development (R&D). Using data obtained from a major MAM, T store, three models that are respectively related to product sales, product lifetime, and a firm's R&D activity for product upgrades, are applied to empirically test hypotheses concerning the effects of interaction activities. In our analyses of market performance, a hierarchical log regression model with 10,840 weekly transactions data set related to product sales (model A) and 291 aggregate transactions related to product lifetime (model B) is used. Results indicate that C2C and customer‐to‐firm communication activities have a positive impact on sales, but little relationship with product lifetime. However, a firm's continuous product R&D has a positive impact on both sales and lifetime performance. Our analysis of a firm's R&D (model C) shows that C2C and customer–firm communication increases a firm's R&D activity. Taken together, these results have important implications for customer–firm interactions, market performance, and R&D strategies.     

Those Who Know,Do. Those Who Understand,Teach. Disseminative Capability and Knowledge Transfer in the Automotive Industry

Innovations in the automotive industry are increasingly building on contributions from different technological fields. Correspondingly, firms in this industry more than ever tend to form research and development (R&D) alliances that aim at innovating new products through integrating separate fields and transferring knowledge. While, in symmetrical R&D alliances, each partner intends to ultimately maintain their distinctive and specialized knowledge base, overlapping knowledge facilitates cooperation and ultimately alliance success. Thus, the capability for knowledge transfer between partners is crucial in such R&D alliances. The literature provides ample evidence that such knowledge transfer is more likely to succeed if the recipient firm has absorptive capability. However, whereas the characteristics of the knowledge transfer process and the recipient firm are well understood, limited attention has so far been given to the issue of the knowledge source firm's ability to transfer knowledge to R&D alliance partners. This study focuses on the impact of source firm capability on successful knowledge transfer in R&D alliances. The study develops a theoretical framework of disseminative capability consisting of five dimensions and tests it on a sample of 59 projects in R&D alliances in the automotive industry. To ensure content validity and avoid common source bias, data were collected from both alliance partners. To test the hypotheses, multiple regression analyses were performed. The results reveal that the source firm's disseminative capability including the attainment of expert knowledge, assessing the recipient firm's knowledge base, and encoding knowledge are positively related to knowledge transfer success, while, surprisingly, detaching knowledge and support of knowledge application in the recipient firm are negatively related. Intentionally or unintentionally, disseminating knowledge across firm boundaries is widely perceived as detrimental to a firm's competitive advantage. Accordingly, the literature tends to downplay disseminative capability as an important means of exploiting external knowledge in collaborative settings. By demonstrating potential benefits for the source firm to transfer knowledge to the allying R&D partner firm, this paper reinvigorates the collaborative dimension in knowledge transfer. Further, the paper is the first of this kind to theoretically explain and empirically show that dimensions of disseminative capability of collaborators in R&D alliances are important for knowledge transfer, whereas disseminative capability is the complementary inverse of an organization's absorptive capacity.     

Insider trading as a vehicle to appropriate rent from R&D

While most insider trading is routine and legal, investors still treat it as new information about the firm's prospects—they assume that trades reflect managers' attempts to profit from their private information. This article explores insider trading as a mechanism to appropriate rent from R&D advances. We analyze stock price reactions to over 134,000 insider‐trading events and find that insider purchases generate larger positive stock price reactions for R&D‐intensive firms. Investors seem to assume that managers use insider trading to appropriate rent from R&D breakthroughs. We discuss how shareholders may prefer this rent appropriation mechanism over other forms of compensation that directly reduce the firm's income. Copyright © 2002 John Wiley & Sons, Ltd.     

Rent appropriation of knowledge‐based assets and firm performance when institutions are weak: A study of Chinese publicly listed firms

Research summary : A firm's strategic investments in knowledge‐based assets through research and development (R&D) can generate economic rents for the firm, and thus are expected to affect positively a firm's financial performance. However, weak protection of minority shareholders, weak property rights, and ineffective law enforcement can allow those rents to be appropriated disproportionately by a firm's powerful insiders such as large owners and top managers. Recent data on Chinese publicly listed firms during 2007–2012 were used to demonstrate that the expected positive relationship between knowledge assets and performance is weaker in transition economies when a firm's ownership is highly concentrated and its managers have wide discretion. Moreover, rent appropriation by insiders was shown to vary with the levels of institutional development in which a firm operates. Managerial summary : Investing in knowledge‐based intangible assets (e.g., R&D) is an important value‐creation activity for the firm. Such value creation process can be facilitated by large shareholders and powerful managers, who can then take an advantageous position with critical insider information on these valuable intangible assets and therefore enjoy more opportunities to appropriate more value from them, leaving less value for other minority shareholders. The value distribution becomes increasingly skewed against minority shareholders when the institutional protection for them is weak. Indeed, in a large sample of Chinese publicly listed firms, we found that R&D investment becomes less positively associated with firm financial performance with the presence of large shareholders, high managerial equity, or CEO/Chairman duality, especially in Chinese provinces with weak institutional development. Copyright © 2016 John Wiley & Sons, Ltd.     

Knowing when to leap: Transitioning between exploitative and explorative R&D

A common perspective is that consistent R&D investment facilitates innovation, while volatile spending implies myopic decision making. However, the benefits to exploiting extant competencies eventually erode, so firms must disrupt their R&D function and explore for new competitive advantage. We suggest that high‐performing firms recognize when extant competencies decline and increase exploratory R&D to develop new competencies at the appropriate time. We find that changes in R&D expenditure away from the firm's historic trend, in either direction, are indicative of transitions between exploitative and exploratory R&D and are associated with increased firm performance. Increases in R&D expenditure above the trend are associated with an increased likelihood of highly cited patents, suggesting that firms are making the leap between R&D‐based exploitation and exploration. Copyright © 2013 John Wiley & Sons, Ltd.     

The effects of the chief technology officer and firm and industry R&D intensity on organizational performance

Between 1993 and 2013 the number and power of CTOs increased; as indicated in the percentage of firms with CTOs, their increasing presence on boards, their compensation relative to their CEOs, and compensation relative to other highly compensated executives. Firms which pursue an aggressive technology strategy (powerful CTO, high R&D spending) in industries in which technology is a critical contingency have well above normal market adjusted returns while those which pursue that strategy in industries in which technology is not critical have well below normal returns. These results empirically confirm longstanding, untested assumptions in the field of technology management. Moreover, the effect of R&D expenditures on firm performance is contingent on the degree to which technology is a critical contingency in the industry and on the power of the firm's CTO. These findings may explain the mixed results of past studies of the effects of R&D expenditure on firm performance. A model which integrates its own insights with those of earlier work on CTOs, R&D expenditures, firm strategy, and firm power dynamics is presented and supported.     

Gaining from scientific knowledge: the role of knowledge accumulation and knowledge combination

This study investigates the performance effect of scientific knowledge in the context of highly science‐dependent industry. Given the popularity of sourcing scientific knowledge from science community, the purpose of this study is to investigate which firms gain greater benefits from scientific knowledge. From the perspective of absorptive capacity and combinative capability, we argue that both knowledge accumulation and knowledge combination moderate a firm's ability to capture value from scientific knowledge. Empirical data come from paper and patent citations and financial information in biotechnology and pharmaceutical firms. Results show that scientific knowledge alone has a positive effect on firms' financial performance. A firm's tendency to combination familiar and older technological knowledge amplifies the positive effect of scientific knowledge. However, knowledge accumulation, including R&D investment and patent stock, does not boost the positive effect.