Entry mode,organizational learning,and R&D in foreign affiliates: evidence from Japanese firms

This paper develops hypotheses concerning the role of entry mode and experience‐based organizational learning as determinants of the R&D intensity of foreign affiliates and tests these hypotheses on a sample of 420 Japanese manufacturing affiliates abroad. Entry mode has a major impact on R&D activities: the R&D intensities of acquired affiliates substantially exceed those in wholly owned greenfield affiliates, while the R&D intensities of minority owned ventures are higher if Japanese parent firms lack strong R&D capabilities at home. For greenfield operations, support is found for an incremental growth pattern of foreign R&D as a function of organizational learning and affiliate capability building. The results are consistent with the view that part of the explanation for Japanese firms' relative lack of involvement in overseas R&D must be sought in their status as ‘latecomers’ in the establishment of overseas manufacturing networks. At the same time, a number of Japanese firms have actively used foreign acquisitions and joint ventures to gain access to overseas technology and to establish overseas R&D capabilities at a faster pace. Copyright © 2002 John Wiley & Sons, Ltd.     

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.     

A question of (mis)alignment: innovation mandates and absorptive capacity routines

Research suggests that effective R&D requires the right combination of inward-looking and outward-looking absorptive capacity routines. However, we do not have an adequate understanding of how these routines influence innovative output in R&D units with different mandates. In this paper, we argue that adopting an absorptive capacity routine would positively or negatively influence the R&D subsidiary’s innovative output, depending on whether the routine is aligned or misaligned with the subsidiary’s innovation mandate to ‘exploit’ existing knowledge or ‘explore’ new knowledge. We test this using data collected from a global packaged-software firm with 14 international R&D subsidiaries that implemented six major absorptive capacity routines in the period 2000–2010. Our research provides new insights for both scholars and practitioners in R&D management, by showing that balancing of absorptive capacity routines should be considered in light of innovation mandates of subsidiaries as well as the firm. Our analysis also provides insights on why decision makers may still adopt misaligned routines.     

The Unequal Effect of India's Industrial Liberalization on Firms’ Decision to Innovate: Do Business Conditions Matter?

Product‐market competition can boost industry growth if firms invest more in innovation. Using a natural policy experiment, the removal of India's License Raj, we show that firms in liberalized industries were 9% more likely to invest in R&D than firms in non‐liberalized industries. However, the impacts were not the same across firms of different size. After the reforms, firms in the top quartile were 23% more likely to invest in R&D than those in the lowest size quartile. Both productivity differences across firms and the heterogeneous impacts of business conditions on firms explain unequal effects of India's industrial liberalization reform.     

Outside CEOs and innovation

Research Summary: Innovation is the principle driver of firm and economic growth. Thus, one disturbing trend that may explain stagnant growth is a 65% decline in firms’ R&D productivity. We propose that the rise of outside Chief Executive Officers (CEOs) may be partially responsible for the decline because those CEOs are more likely to lack technological domain expertise necessary to manage R&D effectively. While this proposition was motivated by interviews with Chief Technology Officers (CTOs), we test it at large scale. We find that firm R&D productivity decays during the tenure of outside CEOs relative to that of inside CEOs. We further find this effect is more pronounced for firms with high R&D intensity and for firms employing outside CEOs with more remote experience, lending circumstantial support for the underlying assumption regarding lack of expertise. Note that this is not a call for boards to avoid outside CEOs, rather it is recommendation to consider the implications for innovation. Managerial Summary: While outside CEOs offer advantages over internal candidates, we argue one unintended consequence is weaker innovation. This argument was prompted by two coincident trends: a 65% decline in companies’ R&D productivity and a doubling of outside Chief Executive Officers (CEOs). The argument was reinforced by interviews with Chief Technology Officers (CTOs), who recounted shifts in orientation from R&D as an investment to R&D as an expense that occurred shortly in response to a new CEO. We felt this shift was more likely with outside CEOs because they may lack technological domain expertise necessary to effectively manage R&D. Our results are consistent with the argument—company R&D productivity decreases under outside CEOs. Note, however, that we don’t advocate avoiding outside CEOs, rather we recommend R&D firms consider technological domain expertise during CEO hiring.     

Evaluating the efficiency and productivity change within government subsidy recipients of a national technology innovation research and development program

This study analyzes the efficiency and productivity change within government subsidy recipients of a national technology innovation research and development (R&D) program. We examine 6,990 government‐sponsored, completed R&D projects during the last three performance follow‐up survey years from 2010 to 2012, and present a design of the sample of panel data to cope with the typical R&D performance time lag using a set of massive observations associated with completed R&D projects for the past 7 years from 2005 to 2011. In particular, data envelopment analysis is adopted to measure the efficiency and productivity change, which is measured in the Malmquist index. Parametric and nonparametric statistical tests are carried out to check for statistically significant differences among the characteristics regarding the types of government subsidy recipients. This study's major findings are as follows. First, during the entire period analyzed (2010–2012), there was a similar yearly pattern of statistically significant differences in the government subsidy means among the recipient types. In contrast, there were no obviously equivalent differences in the efficiency and productivity change. Second, the productivity had increased year on year, but the increments were reduced from year to year. Third, the productivity change was induced mainly by the Frontier‐shift, which indicates overall technology innovation progress, compared with the Catch‐up, which only indicates a simple increase in the efficiency. In particular, in this empirical analysis, the recipient types of ‘national laboratory’ and ‘large company’ had relatively larger sizes of government subsidies per project. However, the efficiency and productivity change of these types was not better than the others. This implies, therefore, that the government should control the ratio of the subsidy to the total R&D budget with an appropriate upper limit.

• I empirically evaluate the productivity change within a national technology innovation R&D program.
• I design a sample of panel data to cope with the typical R&D performance time lag using massive observations.
• There is no obvious relationship between the government subsidy size and R&D productivity change.
• Some particular types of government subsidy recipient are inferior in terms of R&D productivity change.
• It practically implies that the government should control the ratio of the subsidy to the total R&D budget.

     

R&D subsidiary isolation in knowledge-intensive industries: evidence from Austria

We investigate R&D subsidiary isolation within Multinational Corporations (MNCs) competing in knowledge-intensive industries. For such MNCs, accessing knowledge and nurturing the innovative potential of R&D subsidiaries is vital for on-going competitiveness. This, according to conventional thinking, requires integration of the subsidiary within the host country as well as internally within the MNC. Recent studies have shown, however, that overseas subsidiaries can become isolated (i.e., losing requisite integration), even in high-technology sectors. We tackle this issue by focusing on organizational factors at corporate and subsidiary levels that have the potential to explain subsidiary isolation. We analyze a sample of 45 foreign-owned Austrian subsidiaries undertaking R&D in knowledge-intensive industries using a combination of questionnaire and secondary data. The results suggest that parent and subsidiary experience, the degree of early-stage research conducted by the subsidiary and the use of training and rotation practices by the subsidiary, all act to counter isolation. Interestingly, we find that proximity between parent and R&D subsidiary does not play a significant role in predicting isolation. We also show how these factors influence communication frequency between the R&D subsidiary and various actors within the internal and the external networks in different ways.     

How constraints and knowledge impact open innovation

Laursen and Salter (2006) examined the impact of a firm's search strategy for external knowledge on innovative performance. Based on organizational learning and open innovation literature, we extend the model hypothesizing that the search strategy itself is impacted by firm context. That is, both ‘constraints on the application of firm resources’ and the ‘abundance of external knowledge’ have a direct impact on innovative performance and a firm's search strategy in terms of breadth and depth. Based on a survey of Swiss‐based firms, we find that constraints decrease and external knowledge increases innovative performance. Although constraints lead to a broader but shallower search, external knowledge is associated with the breadth and the depth of the search in a U‐shaped relationship. Copyright © 2013 John Wiley & Sons, Ltd.     

Local search and the evolution of technological capabilities

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

Agricultural research spending must increase in light of future uncertainties

Agricultural productivity depends critically on investments in research and development (R&D), but there is a long lag in this response. Failing to invest today in improvements of agricultural productivity cannot be simply corrected a few decades later if the world finds itself short of food at that point in time. This fundamental irreversibility is particularly problematic in light of uncertain future population, income, and climate change, as portrayed in the IPCC’s Shared Socio-Economic Pathways (SSPs). This paper finds the optimal path of agricultural R&D spending over the 21st century for each SSP, along with valuation of those regrets associated with investment decisions later revealed to be in error. The maximum regret is minimized to find a robust optimal R&D pathway that factors in key uncertainties and the lag in productivity response to R&D. Results indicate that the whole of uncertainty’s impact on R&D is greater than the sum of its individual parts. Uncertainty in future population has the dominant impact on the optimal R&D expenditure path. The robust solution suggests that the optimal R&D spending strategy is very close to the one that will increase agricultural productivity fast enough to feed the World under the most populous scenario. It also suggests that society should accelerate R&D spending up to mid-century, thereafter moderating this growth rate.     

Pursuing opportunities in distance: the determinants of overseas R&D by Chinese multinationals

This study investigates two relevant dimensions of institutional distance – knowledge and economic distance – that influence the overseas research and development (R&D) intensity of emerging market multinational enterprises. We undertake a longitudinal analysis of 121 listed Chinese manufacturing multinational enterprises for the period 2011–2016. The results reveal that the enterprises' overseas R&D is more intense in host countries with greater knowledge and economic distance. Moreover, as the strength of intellectual property rights protection in host countries grows, the positive effects of knowledge and economic distance on the enterprises' overseas R&D intensity become weaker. We also find that political ties with home country governments strengthen the positive relationship between knowledge distance and the enterprises' overseas R&D intensity, while its moderating effect on the relationship between economic distance and overseas R&D intensity is insignificant.     

Does R&D intensity promote the adoption of circular supply chain management? Evidence from China

This paper explores the relationship between research and development (R&D) intensity and circular supply chain management (CSCM) adoption of high-tech manufacturing companies in China to deepen our understanding of how to improve CSCM adoption in emerging economies. In particular, we examine the moderating effect of three kinds of institutional pressures (i.e., regulatory pressure from governmental regulations, mimetic pressure from industry competition, and normative pressure from overseas customer demand) from the perspective of institutional theory. Based on the panel data of 310 Chinese listed companies from 2006 to 2019, we find that R&D intensity positively affects firms’ CSCM adoption. We further observe that this positive effect is strengthened when the ratio of state-owned shares or the degree of industry competition is higher. However, overseas operating income does not affect the impact of R&D intensity on CSCM adoption. Our study contributes to the literature on the innovation – circular economy debate, confirming the positive effect of R&D intensity on firms' CSCM adoption, and provides insights into moderating effects on this relationship in an emerging economy context.     

Managing liquidity in research‐intensive firms: signaling and cash flow effects of patents and alliance activities

The effective holding and management of liquid assets is critical to success in research‐intensive industries. The primary output of invention is new knowledge. However, because of its ‘sticky’ characteristics, knowledge may not easily diffuse to external shareholders, leading to knowledge asymmetries between managers/employees and external suppliers of capital. Many valuable R&D projects may thus fail to attract external financing, limiting a firm's ability to invest in R&D. In this study, we examine how the cash flow and signaling properties of a firm's patents and certain aspects of its alliance strategy can attenuate such problems. Specifically, we suggest that a firm's R&D investments positively predict the level of its liquid asset holdings. This is due to the fact that invention‐induced knowledge asymmetries increase the firm's cost of accessing external liquid capital. However, holding cash entails opportunity costs. In this regard, we also find that patent production and certain alliance activities provide important signaling mechanisms, which reduce knowledge asymmetries between the firm and capital markets, and consequently lower the firm's need to hold liquid assets. Empirical tests were conducted using a sample of 108 U.S‐based biotechnology firms. Copyright © 2009 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.     

R&D networking in a pharmaceutical company: Some implications for human resource management

A case-study of the R&D networking activities of Glaxo Group Research was carried out between June and November 1993. Different types of networking situation were identified using a simple 2times2 matrix –- the ‘networking uncertainty map’. This paper describes the background to Glaxo's R&D networking activities, introduces and illustrates the uncertainty map and then suggests the implications of each type of network. There are implications in general for R&D management and more specifically for the management of human resources in R&D. Managers might easily apply the uncertainty map to their own R&D networking situations.     

Why some firms never invest in formal R&D

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

The moderating role of competence specialization in the effect of external R&D on innovative performance

This paper studies the functional specialization of SMEs’ technological competence and its moderating role in the effect of external R&D on their innovative performance. Technological competence consists of many functional dimensions such as basic research, product architecture, process construction, testing, and evaluation, which constitute a sequence of innovation tasks. The specialization of technological competence allows SMEs to utilize economies of specialization in R&D, enhance their bargaining power and appropriability conditions in the process of external R&D, and attract promising R&D partners. However, competence specialization may hamper SMEs’ capabilities to coordinate and integrate diverse external R&D projects. Using a sample of SMEs in Korean manufacturing industries, we find the following results. First, competence specialization positively moderates the effect of external R&D on SMEs’ innovative performance. Second, the positive moderating effect of competence specialization diminishes as the share of external R&D increases. Third, the moderating effect of competence specialization differs across industries depending on the degree of market dominance by a few large firms (i.e., market concentration) and the novelty of technologies pursued by SMEs in each industry.     

When do firms undertake R&D by investing in new ventures?

We explore the conditions under which firms are likely to pursue equity investment in new ventures as a way to source innovative ideas. We find that firms invest more in new ventures—commonly referred to as ‘corporate venture capital’—in industries with weak intellectual property protection and, to some extent, in industries with high technological ferment and where complementary distribution capability is important. Furthermore, we find that the greater a firm's cash flow and absorptive capacity, the more likely it is to invest. Our results suggest that in Schumpeterian environments incumbents may supplement their innovative efforts by tapping into the knowledge generated by new ventures. Copyright © 2005 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.     

Localization and overseas R&D activity: the case of Taiwanese multinational enterprises in China

This study investigates the determinants of overseas research and development (R&D) and the influences of various aspects of localization on affiliates' R&D intensity. Using a dataset of Taiwanese multinational enterprises (MNEs) in China, the empirical estimations find that MNEs with a larger firm size, more R&D expenditure, and a higher outward foreign direct investments intensity tend to undertake R&D. Host regions' characteristics, particularly market size and R&D resources, do matter for attracting MNEs to conduct R&D locally. Crucially, affiliates' R&D intensity is related to the degree of localization. The degree of market localization and localization of the R&D network has a positive association with affiliates' R&D intensity. From the perspective of R&D policy, a country with healthy R&D infrastructures helps attract the establishment of R&D labs of MNEs.