Disentangling reciprocal relationships between R&D intensity,profitability and capital market performance: A panel VAR analysis

Research and development (R&D) investments are strategic choices that firms make to create and sustain competitive advantage. Extant literature proposes that firms’ R&D investments and their profitability and capital market performance are reciprocally related. However, the direction of these relationships and their temporal nature are unclear. We take a real options perspective to argue that the long-run firm performance effects of R&D investments are better than their short-term ones, and that the initial level of R&D intensity influences the nature of these relationships. We apply panel vector autoregression (P-VAR) to a sample of 6623 U.S. firms over the 1990–2020 period in order to test our hypotheses. Our results indicate that increases in R&D intensity have negative effects on profitability in the short term, yet these effects diminish relatively quickly. The effects of increases in R&D intensity on capital market performance are positive and persist over time. Consistent with our predictions, they are contingent on the initial levels of R&D intensity and performance. The findings are fundamentally in line with the real options perspective employed here, yet they add important nuance to our understanding of when, how, and under which conditions R&D investments and firm performance affect one another.     

Delegation,R&;D and competitiveness in a Bertrand duopoly

This paper studies the profitability of centralized investments in R&D versus decentralized price determination in a duopoly for Bertrand consumer markets. As a direct effect, R&D investments lower the firm’s production costs and thus increase c.p. the firm’s profits. However, as an indirect effect, lowering production costs causes market reactions and alters the competition between the firm and its competitors. In the extreme, aggressive competition can occur that diminish an investing firm’s profits. Delegating the price decision using an incentive contract distorts a manager’s perceived costs and induces a virtual cost increase in equilibrium. Trading off the factual cost reduction against a virtual cost increase we find that competition makes strategic delegation more attractive compared to investments in R&D. If firms are allowed to apply both strategies in combination, they concentrate on just one of them for strategic considerations.     

Within-cluster determinants of output efficiency of R&D in the space industry

Dynamic slacks-based data envelopment analysis is applied to measure output performance efficiency of space R&D active private firms. Fractional logit panel analysis is used to identify associations between this firm level R&D output efficiency and space industry level R&D specialisation, presence of anchor firms, and public R&D capacity within geographical clusters.Primary data collected for the entire population of space R&D active firms in Belgium for the period 2011–2015 reveals that an environment specialized in the focus firm's space activities exerts a positive influence on R&D output efficiency. The public space R&D capacity and the presence of space anchor firms within the cluster do not influence R&D output efficiency. Firm age, a mixture of space and non-space R&D, and larger amounts of public funding positively affect R&D output efficiency. These findings should be seen in a context of a space industry dominated by SMEs and in a five year time-span.     

Firms' R&D Cooperation Behavior in a Supply Chain

This study investigates firms' R&D cooperation behavior in a supply chain where two firms first cooperate in R&D investments and then decide the production quantity according to a wholesale price contract. By using a concept named contribution level that measures a firm's technological contribution to the R&D cooperation in the supply chain, we show that both firms can achieve win–win via cartelization only if their contribution levels are Pareto matched, i.e., when each firm's contribution level is comparable to its partner's. When spillovers are endogenized, we further establish that an increasing spillover always benefits both firms without any R&D cooperation, but only benefits the firm whose contribution level is relatively low when under R&D cartels. Finally, we show that the path of first increasing spillovers to be perfect and then forming a cartel has a higher chance of achieving the best mode in terms of profitability.     

Acquisition as a means for external technology sourcing: Complementary, substitutive or both?

This paper addresses the question of how a target firm's innovation activities relate to the acquiring firm's R&D characteristics, and more specifically, if the former substitute for, or complement the acquirer's activities. It investigates this question in three narrowly defined high technology industries by analysing the association of three R&D characteristics of acquiring firms with different measures of acquisition extent and content. The R&D characteristics referred to are: addressing R&D efforts, R&D outputs and absorptive capacity. Data was collected in each case for those firms whose combined sales revenue makes up 80% of the industry total and is used to test a set of hypotheses derived from extant literature. The findings confirm a substitutive relationship between acquisitions and acquirer research efforts as well as between acquirer and target patent output, whereas absorptive capacity is complementary to acquisition activities. The results reveal that acquirers target firms that hold a large number of patents in the fields where acquirer patenting is weak, and so address weaknesses in their own R&D output. This finding extends the extant literature on the role of external technology sourcing in the high technology context. Research findings are presented along with their implications and directions for future research.     

The role of firm ownership on internationalization: evidence from two transition economies

This paper investigates how different types of owners influence the extent of firm internationalization, measured by the share of firm exports in total sales. The results of the analysis carried out using firm level data of Estonian and Slovenian firms, show that the firms under the control of the insider owners are, on average, more internationalized. State control, on the other hand, hampers internationalization efforts. Further, more productive firms, larger firms, more capital-intensive firms and those with high level of investment in both fixed capital and R&D are more successful in internationalization process. Finally, high market share also leads to increased internationalization through exports as firms seek to expand in foreign markets after having dominated the domestic ones.     

Effect of R&D expenditures and funding strategies on the market value of biotech firms

Market value of biotech firms is important to investors and venture capitalists who keep this industry alive and dynamic. It is a particularly valuable index of investors' estimate of current and future success of the firms in this industry because other conventional indices of performance and success are inappropriate. Our hypothesis is that market value in this industry can be explained in terms of funding strategies and R&D expenditures. Using all sixty publicly-held biotech firms, that are included in a national directory for such firms engaged in the research of biotech products for human use, we estimate multiple regression models that explain most of the variance in market value using funding strategies and R&D expenditures (R-squared = 0.93). Our models also demonstrated that small biotech firms (< $10 million in total revenue) are substantially different from larger ones.     

Complements or substitutes? The contingent role of corporate reputation on the interplay between internal R&D and external knowledge sourcing

Existing research does not provide a clear answer to the question of whether internal knowledge development and external knowledge sourcing are complementary or substitutive innovation activities. This paper adopts a contingent approach for addressing this issue by examining whether and how the interactive effect of internal R&D efforts and external knowledge sourcing on product innovation performance may be affected by the firm’s corporate reputation. In doing so, a three-way interaction model is applied to a sample of 251 Spanish high-technology manufacturing firms. Interestingly, initial results support the substitutive argument: the positive effect of internal R&D on product innovation performance diminishes as the exposure to external knowledge increases. However, in well reputed companies, interaction becomes positive, revealing a complementary effect. Thus, the study extends the traditional approach focused on determining whether internal and external knowledge sourcing are complements or substitutes by showing that their interplay depends on other firm-specific characteristics. Moreover, identifying corporate reputation as a source of complementarity between both activities provides an additional explanation of how corporate reputation contributes to a more effective management of knowledge assets.     

Governance Structures,Multidimensional Efficiency and Firm Profitability

Using a panel data set of 361 German corporations for the period 1991–1996 we test the hypothesis that firms with more efficient governance structures have higher profitability. To determine efficiency we compare firms with respect to ownership concentration, the identity of owners, capital structure, investment and firm growth by a multi-input/multi-output Data Envelopment Analysis (DEA). This non-parametric linear programming technique considers both multiple in- and out- puts. Based on the concept of pareto efficiency, it computes an efficiency score where the associated weights of the inputs and outputs are determined endogenously. The DEA efficiency scores are then used as explanatory variables in panel data regressions of profitability. Our main finding is that the efficiency scores indeed contribute significantly to explaining profitability differences between firms, even after controlling for industry effects and unobserved systematic firm effects.     

The antecedents of new R&D collaborations with different partner types: On the dynamics of past R&D collaboration and innovative performance

We examine firms' propensity to adapt their R&D collaboration portfolio by establishing new types of R&D collaboration with different kinds of partners (suppliers, customers, competitors and universities & public research institutions). We argue that existing R&D collaboration with one of the two value chain partners (suppliers or customers) is associated with the formation of new R&D collaboration with the other value chain partner to ensure temporal alignment in innovation within the value chain. In contrast, issues related to governance and unintended knowledge spillovers suggest that ‘horizontal’ R&D collaboration with competitors only spurs R&D collaboration with other partner types if such competitor R&D collaboration has been discontinued earlier (‘delayed temporal alignment’). We posit that persistent prior R&D collaboration with institutional partners is an antecedent to the establishment of new R&D collaboration with industrial partners, and that discontinuation of a particular type of R&D collaboration is likely to lead to a restart of such R&D collaborative effort. Strong prior innovative performance is expected to increase the probability that firms establish R&D collaborations with new partner types, except for R&D collaboration with competitors, since the most innovative firms may fear leakage of proprietary knowledge to rivals. We find broad support for these predictions in a large panel of Spanish innovating firms (2004–2011). Our findings highlight that it is not just the configuration of R&D collaborations with existing partner types that predicts tie formation with new partner types, but also the intertemporal pattern of prior R&D collaboration and managerial discretion provided by past innovation success.     

Governance Structure,Innovation and Internationalization: Evidence From India

We examine the impact of firm-level governance structure on the innovation and internationalization strategies of emerging market firms. We propose that in the case of emerging market firms, governance is a response to the prevailing institutional environment and affects the innovation and internationalization strategies of firms. Based on a longitudinal sample of 16,337 firm-year observations of Indian listed firms over a year time period from 2002 to 2009, we find a positive effect of family ownership and group affiliation on R&D intensity and new foreign investments. Institutional ownership also positively affects new foreign investments, but has no effect on R&D intensity. Further, we find that R&D intensity interacts with family ownership, institutional ownership and group affiliation in affecting new foreign investments.     

External technology acquisition and product innovativeness: The moderating roles of R&D investment and configurational context

An increasing number of studies in technology/innovation management contribute to the understanding of the relationship between external technology acquisition and product innovation performance. On the other hand, the meta-analytic reviews of new product development literature indicate a positive impact of product innovativeness on product innovation performance. However, existing research has not examined the link between external technology acquisition and product innovativeness. This study, therefore, aims to fill this gap of knowledge by investigating the external technology acquisition—product innovativeness relationship and examining the moderating roles of R&D investment and configurational context on this link. Based on a panel sample of 105 high-technology firms over a six-year period, a least squared dummy variable s model reveals interesting results. First, external technology acquisition has a positive impact on product innovativeness. Second, R&D investment increases the effect of external technology acquisition on product innovativeness. Lastly, firm size exhibits a negative effect on the contribution of external technology acquisition to product innovativeness. However, firm age positively impacts the relationship between external technology acquisition and product innovativeness. In addition, this study reveals a positive effect of product innovativeness on firm growth.     

Do R&D activities foster globalization of young innovative companies? Empirical evidence from the Italian energy industry

Although executives and scholars interested in “globalization” and “R&D activities” mainly focus their attention on corporations, the relevance that young innovative companies – YICs are assuming is compelling them to redefine their focus. With reference to YICs, some scholars investigate the influence of globalization on R&D activities, while others inquire the impact of R&D activities on their globalization. This paper shares the second approach and sets out to investigate whether and to what extent R&D activities managed by YICs affect their globalization.By enacting Law n. 221/2012, the Italian Government has posed particular attention on YICs. Accordingly, primary and second-hand data concerning 2070 Italian YICs with high technological value in the energy industry – YICsei and 12,278 Italian YICs (operating in other industries) are used to carry out stochastic frontier analyses – SFAs. These allow testing whether R&D activities (measured through investments, personnel, and outputs) foster the globalization of these firms. SFAs reveal that none of the three factors affects the globalization of Italian YICsei; instead, R&D personnel and R&D outputs foster the globalization of Italian YICs.Achieved results open new research avenues about the impact of R&D activities on the globalization of YICs.     

R&D alliance portfolio and innovation in an emerging market: The role of business group affiliation and institutional reforms

The role of institutional factors in shaping the outcomes of research and development (R&D) alliance portfolios (APs) is underexplored in the extant literature. This study examines how institutional contingencies in an emerging market context affect the relationship between R&D AP composition (i.e., size and diversity) and firm innovation performance. This study draws on institutional perspective to suggest that business group affiliation (BGA) and institutional reforms positively moderate the relationship between R&D AP composition and innovation performance. A longitudinal empirical investigation conducted on a sample of 185 firms from Indian high-tech sectors, for the period 2003–2015, broadly supports our arguments. This study contributes to the AP and emerging markets literature by highlighting the effects of institutional contingencies of emerging markets on the outcomes of R&D APs.     

The value of board monitoring in promoting R&amp;D: a test of agency-theory in the US context

Prior agency-theory research has presented conflicting findings regarding the importance of board monitoring in motivating R&D. We reinvestigate this literature by examining the value monitoring exerts in abating both the agency costs of underinvestment and overinvestment in R&D. We argue that monitoring that relies on board independence has both benefits and costs associated with promoting R&D. While we assert that intense monitoring by the board heightens underinvestment in the US context, it can also provide discipline over a firms free cash flows. We test our theory using a longitudinal panel data set consisting of a cross-section of S&P 1500 US-firms between 1997 and 2007. On average our study finds inside directors increase overinvestment in R&D, but facilitate better resource allocation when a firm has rich growth opportunities. Also, while too much emphasis on outside directors heightens underinvestment in R&D, a more independent board encourages better resource allocation when firms have high free cash flows that need to be paid back to owners. Thus, our results suggest a more inclusive perspective of agency-theory can help managers make better R&D investment decisions.     

Macroeconomic conditions and agribusiness profitability: An analysis using pooled data

Theoretical and empirical insights into the linkages between firm profitability and macroeconomic conditions are developed for nineteen agribusinesses. The hypothesis investigated in this analysis is that firm financial performance is a function of firm specific factors and macroeconomic conditions common to all firms. Seemingly unrelated regression with an unequal number of observations is used to estimate macroeconomic linkages. Empirical results indicate that macroeconomic conditions have differing affects on firm profitability dependent on a firm's financial structure and the market segment in which it operates. Capital intensive industries and highly leveraged firms have higher business risk and are more susceptible to macroeconomic conditions.     

The impact of service R&D on the performance of Korean information communication technology small and medium enterprises

In recent years, research and development (R&D) in the service industry has attracted a great deal of attention from both academia and industrial firms. However, compared to the manufacturing sector, little research exists on the implications of R&D for the financial and/or non-financial performance of firms in the service industry. The purpose of this study is to examine the impact of service R&D on the performance of information communication technology (ICT) firms. We identify five categories of R&D activities and investigate their impact on the financial and non-financial performance of 100 ICT firms, with a focus on small and medium enterprises (SMEs) in South Korea. We postulate positive relationships between R&D efforts and a firm's performance. However, the findings only partially support our hypotheses; unexpected results demonstrate that the presence of R&D management negatively influences a firm's performance. We present detailed statistical results and discuss the implications of the study.     

Sequencing of emphases on technology alliances and internal R&D: The effects of the market cycle

How does the market reward technological firms' emphases on alliancing and R&D strategies depending on the phase in the market cycle? I use the 1990s’ “dot-com bubble” cycle and its burst after 2000 to look for joint effects of technology alliances and internal R&D investments on firm market valuations. I show that the existing theory is incomplete without considering (1) the temporal sequencing of emphases on technology alliances and R&D, and (2) the phase in the market cycle. I show that different phases of the market cycle reward different temporal sequences of emphases on technology alliances and internal R&D. This paper contributes to the theory of complementarity of alliances and R&D by pointing out previously unexplored factors that make technology alliances and R&D investments either complements or substitutes.     

The role of political ties and political uncertainty in corporate innovation

We examine the relationship between firms' political connections and corporate innovation in a European context. We also consider the moderating effect of political connections on the relationship between political uncertainty and firms' innovation. We use two different metrics of innovation: R&D (an input measure), and patent counts (an output measure). We find that firms with former politicians on their board of directors invest less in R&D than their counterpart firms. However, the presence of this type of director on the board is positively associated with the number of a firm's patent applications. It seems that, although political ties reduce the amount of resources devoted to R&D activities, they increase the effectiveness of intellectual rights protection. Results also show that political uncertainty decreases R&D investment but exacerbates the need for legal protection of innovation through patents. According to our results, political connections attenuate the effect of political uncertainty on firm innovation such that the negative (positive) effect of uncertainty on R&D intensity (patents) weakens when the firm is politically connected.