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.     

The impact of research and development promotion schemes in the Taiwanese electronic component industry

This paper explores the effect of government research and development (R&D) promotion schemes on R&D expenditures in the electronic component industry. We investigated the impact of three promotion tools: R&D tax credits, exemption from tariffs, and accelerated depreciation. A total of 124 firms was interviewed. A two-limit model was used in the data analysis.
Our empirical analysis indicates the scheme generated a rate of increase in industrial R&D investments of about 16%. Furthermore, on average, the impacts of R&D tax credits, exemption from tariffs, and accelerated depreciation, were about 10%, 4%, and 2%, respectively. In addition, we found that the larger the firm, the weaker the influence of the promotion scheme on R&D expenditures in the industry.     

Creating incentives for innovation? The relationship between pay dispersion in R&D groups and firm innovation performance

Innovation is a critical organizational outcome for its potential to generate competitive advantage. While the contribution of knowledge workers to the generation of innovation is widely recognized, little is known about how organizational incentive mechanisms stimulate or inhibit these workers' behaviors that promote innovation. This study examines the relationship between pay dispersion in R&D groups and firm innovation using employee‐level compensation data in US high‐technology firms. The results show that (1) pay dispersion in R&D groups is negatively related to firm innovation and (2) this negative relationship is alleviated in firms with greater financial slack. This study contributes to the innovation literature by illuminating the implications of organizational incentive systems for successful innovation. Copyright © 2013 John Wiley & Sons, Ltd.     

Investment opportunities and R&D investments in family and nonfamily firms

The firm’s investment opportunity set (IOS) reflects the prospective growth opportunities related to physical and human capital investments. IOSs are largely firm specific, embedded in assets-in-place, or generated by experience curves, learning-by-doing, and other similar phenomena. However, the value of an IOS can be destroyed if a firm does not exercise the option to invest. In this study, we theorize that a firm’s ability to invest in R&D is conditional on the availability of a favorable IOS. We test our theoretical propositions in the European business environment using a sample of large publicly traded firms with concentrated ownership. Our findings support the notion that the IOS is a significant determinant of corporate R&D investments, but the magnitude of this effect depends on the identity of the ultimate owner. Specifically, the sensitivity of R&D investments of family- and state-owned corporations is higher to favorable IOS than that of widely held corporations, suggesting these firms are more responsive to favorable IOS than others. By introducing the IOS dimension, our results have interesting implications for both theory and practice.     

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.     

Do R&D Subsidies Stimulate or Displace Private R&D? Evidence from Israel

In evaluating the effect of an R&D subsidy we need to know what the subsidized firm would have spent on R&D had it not received the subsidy. Using data on Israeli manufacturing firms in the 1990s we find evidence suggesting that the R&D subsidies granted by the Ministry of Industry and Trade greatly stimulated company financed R&D expenditures for small firms but had a negative effect on the R&D of large firms, although not statistically significant. One subsidized New Israeli Shekel (NIS) induces 11 additional NIS of own R&D for the small firms. However, because most subsidies go to the large firms a subsidy of one NIS generates, on average, a statistically insignificant 0.23 additional NIS of company financed R&D.     

The capital structure implications of pursuing a strategy of innovation

In this paper, we argue that consideration of firm strategy can help illuminate the choices managers make between debt and equity financing. Within an industry, the form of competition that each firm chooses will determine the strategic value to the firm of maintaining financial slack. Our empirical analysis yields strong support for the proposition that financial slack should be a particularly critical strategic imperative for firms pursuing a competitive strategy premised on innovation. We also demonstrate that firms pursuing such a strategy that fail to recognize the value of financial slack are likely to perform poorly. Copyright © 2003 John Wiley & Sons, Ltd.     

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.     

The role of taxes in corporate research and development spending

This study replicates prior research regarding research and development (R&D) spending by sampling R&D spending for a cross‐section of firms in non‐service related industries. Compustat data for 231 firms from 1992 to 1998 are used to test whether the US Federal tax credit for R&D meaningfully influenced R&D spending of the sampled firms. Firms' (1) effective rate of R&D tax credit, (2) rate of decay in R&D capital for firms' primary industry affiliation, (3) financial cost of capital, and (4) marginal tax rate are used to compute firms' user‐cost of capital for in‐house R&D. Results show that firms that were eligible for the tax credit spent more on R&D than non‐eligible firms as the user‐cost of in‐house R&D increased. These results add further evidence regarding the role of the tax credit in stimulating R&D activity and suggest that a tax credit for incremental research can be used to boost private‐sector R&D spending.     

Building product diversification through contractual R&D agreements

Firms engage in contractual R&D agreements for several reasons, including product innovation motives, firm performance goals, and technological diversification. This article demonstrates that firms also might enter into external collaborations to penetrate new markets. This study therefore explores both the effects and the strategic risks of contractual R&D agreements and their related knowledge structures for a firm's capacity to diversify into new markets. Drawing on a novel panel data set obtained from 102 Fortune high‐tech firms, the authors demonstrate that strategic alliances enable knowledge‐integrated firms to penetrate new businesses; however, these organizations should be cautious about engaging in licensing‐in agreements, which have negative effects on product diversification.     

Family Ownership and R&D Intensity in Small‐ and Medium‐Sized Firms

Research was largely consistent in predicting a negative relationship between family ownership and research and development (R&D) intensity until Chrisman and Patel, using a behavioral agency model (BAM), called this general assumption into question. They argued that publicly owned family firms typically invest less in R&D than nonfamily‐owned firms. This behavior may however be reversed if economic performance levels are below family aspirations or if family long‐term goals, such as pursuing strong transgenerational family control, are highly valued. While most researchers, like Chrisman and Patel, primarily focused on large listed firms, more research on the relationship between family ownership and R&D intensity in privately held small‐ and medium‐sized enterprises (SMEs) is required. This is because firm size can play an important role in understanding the innovation management behavior of firms. Building on the BAM perspective, in the present paper it is argued that Chrisman and Patel's results can be extended to the context of SMEs, albeit with one important specification: the relationship between family ownership and R&D intensity is likely to be contingent on the way the family has invested its wealth. Specifically, it is contended that in the context of SMEs, where goals are more fluid and mixed, when there is a high overlap between family wealth and firm equity (i.e., most of the family's wealth is invested in the firm) the relationship between family ownership and R&D intensity is negative because of the family owners' greater desire to protect their socioemotional wealth (SEW). However, if the overlap between the family's total wealth and single firm equity is low (i.e., firm equity is just a small part of the total family wealth), the relationship between family ownership and R&D intensity is positive as the low overlap between family wealth and firm equity reduces the family's loss aversion propensity. In such a situation, family ownership is likely to foster R&D intensity because of the long‐term orientation of family owners that increases the family firm's propensity to bear the risk of investing in R&D activities. The hypothesis is tested and confirmed in a study of 240 small‐ and medium‐sized firms based in Italy. The paper contributes to the literature in several ways. First, adding to the literature on innovation management and R&D intensity, it increases the understanding of what drives or inhibits R&D investments in SMEs when a family is involved in the ownership of the firm. This is particularly important because research on innovation management, as well as research on R&D intensity in family firms, is primarily focused on large firms and much less on SMEs. Second, the study complements arguments from prior research on the correlates of R&D intensity in large listed firms, showing that the BAM and SEW perspective offer a theoretical framework that is also able to illustrate the complex nature of innovation management in the context of SMEs. Third, the study contributes to research on the effects of family ownership on the general functioning of a firm. In particular, it provides new insights into how family ownership may affect R&D intensity.     

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.     

Effects of R&D policy choice on accounting performance and market value

Using primary data that was gathered from the annual reports of companies listed in the Chinese Stock Exchanges, this study analyzes and compares the different effects of R&D policy choice on their accounting performances and market values. For the period 2007 through 2014, the results show that different R&D policy choices provided different implications in firm value and firm strategy to the market. Specifically, the firms choosing to capitalize their R&D investments have higher market value, implying that the strategy was focused on sustaining their long-term development. On the contrary, the companies selecting to expense their R&D expenditure have higher accounting performance and the focus was on improving short-term gains. The results of this study suggest that the policy choice on R&D capitalization and expensing is a trade-off result between the accounting performance and the market value of a firm.     

The Effects of Taxes and Organizational Variables on Research and Development Intensity

Prior research has failed to reach consensus on which variables explain private-sector research and development (R&D) spending. This study extends prior research explaining R&D spending of firms in the US private sector by regressing R&D intensity on a number of tax and organizational variables. COMPUSTAT data from 113 firms in 1994 are used to estimate the effects of the variables on R&D intensity (used interchangeably with R&D activity). Ordinary least square estimates indicate that firms that were eligible for the R&D credit had higher R&D activity than firms that were ineligible. R&D intensity is a decreasing function of both capital intensity and the debt to capital ratio. Neither management stockholding nor diversification strategy meaningfully influenced R&D activity. The reported results have implications regarding US tax policy towards the tax subsidy for R&D. The results also help to clarify prior findings regarding a number of organizational variables on R&D intensity. One implication of these results for US tax policy is that private sector R&D intensity can be meaningfully influenced by the level of tax subsidy.     

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.     

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.     

Modeling the firm's response to research & development tax credit policies

In this article, we develop a microeconomic model of normative firm behavior under the incentive of a research and development (R&D) tax credit. The model is based on the well-known concept of a two-factor learning model in which R&D expenditures and manufacturing capacity expansion are the principle determinants of cost reduction in a new technology product. We distinguish between the behavior of start-up firms and ongoing firms and study the potential impacts of progressively larger R&D tax credits. We find highly significant differences in the potential impact of the credit on start-up firms versus ongoing firms. We also find that the credit can significantly impact optimal product pricing of the technology when introduced into the marketplace. We examine the implications of this latter fact on the overall social cost of the R&D tax credit.     

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.     

Financing behaviour of R&D investment in the emerging markets: the role of alliance and financial system

This paper examines the financing behaviour of research and development (R&D) investments in emerging markets. Drawing on institutional theory and using panel data of generalized methods of moment estimation for a sample of 302 firms from 20 countries during the period 2003–2015, we find that emerging market firms tend to use internal funds for financing R&D investments. Interesting results emerged when the sample was divided as alliance and non‐alliance firms, and bank‐based and market‐based financial systems. The results show that R&D financing behaves differently for alliance and non‐alliance firms. Alliance firms use both internal and external funds for R&D investments, while non‐alliance firms do not use external funds. We also document that a country's financial system influences the choice of available sources of finance. Firms from countries that follow a bank‐based financial system tend to rely on external funds while firms from countries that follow a market‐based financial system depend more on internal funds for financing R&D investments. This study is important as it provides new evidence on financing R&D investments in emerging countries taking into account the institutional arguments of financing choices, and so should guide stakeholders about appropriate sources of R&D financing.     

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.