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1.
《Research Policy》2023,52(8):104828
With the rise of artificial intelligence (AI), professional services firms (PSFs) need to innovate their services to adapt to AI. However, traditional ad hoc innovations driven by individual professionals have limitations in incorporating new technology outside their expertise. Although service R&D—an organizational function for centralized coordination of service innovations in strategically targeted areas—is potentially effective, studies on service R&D have still been scarce. This case study aims to fill the gap by examining how PSFs can establish and utilize service R&D to innovate services, overcoming the challenges of AI adoption. An in-depth qualitative study was conducted on the process by which the Big Four audit firms incorporated AI into their external audit service in Japan in the 2010s. The analysis shows the detailed process of how newly created service R&D organizations advanced AI adoption in the case firms. This study contributes to the literature on innovations in services and PSFs by (1) demonstrating the neglected but critical role of service R&D as an innovation enabler beyond the existing expertise of service firms, (2) constructing a three-phase model of the evolution of the service R&D function, and (3) suggesting the significance of innovation process design for the legitimation of innovations. This study also expands our knowledge of AI adoption, presenting a process tailored to address the challenges inherent in AI adoption for PSFs. 相似文献
2.
S. Negassi 《Research Policy》2004,33(3):365-384
The scope of this paper is to report new empirical evidence on the determinants of R&D co-operation. Indeed, the literature on the capabilities of firms emphasises the role of knowledge in the performance and evolution of firms who use knowledge developed in others to build their own knowledge capital. R&D co-operation between firms is one of the many strategies by which this knowledge may be transmitted. Several theoretical models have stressed that R&D co-operation is more likely when the level of spillovers is high. While this supposition is used in many theoretical models, it has rarely been tested before. Our results do not lend strong support to this intuition. Indeed, our spillover variables (national pure spillovers, national rent spillovers and imports of machine tools), which were supposed to match the theoretical notion of spillovers used in these theoretical models have a positive but not a significant role when explaining R&D co-operation. The R&D co-operation increases with size and with R&D intensity, but not with market share. It also increases with the budget spent on paying license fees and on acquiring patents and labour from foreign firms. In this study, we also analyse the determinants of innovation. In more precise terms, we compare the effects of R&D co-operation to those played by traditional internal factors and those exerted by external, pure and rent spillovers on the innovation capacity of the firms. Our results show that the commercial success of innovations of French firms depends mainly on size, market share, R&D intensity and human capital. Inward FDI from industrialised countries exerts a positive and significant effect. The finding highlights the important role of the absorptive capacity of firms. Spillover measurements, such as the acquisition of machine tools, foreign patents, licenses, and technological opportunities have a positive impact on innovation. 相似文献
3.
Kwanghui Lim 《Research Policy》2004,33(2):287-321
This paper evaluates the impact of basic and applied research on innovation in two industries. Whereas innovation in the pharmaceutical industry is closely tied to both basic and applied research, innovation in the semiconductor industry depends mainly upon applied research. Surprisingly, many firms perform little basic research, but they produce many innovations. Within each industry, firms pursue different R&D strategies: firms that emphasize basic research absorb more basic scientific knowledge than those that emphasize applied research. These findings suggest that future research must carefully consider how industry context and the composition of R&D mediate the relationship between research and innovation. 相似文献
4.
Wolfgang Becker 《Research Policy》2004,33(2):209-223
The aim of the paper is to investigate in a simultaneous equation framework the role of R&D cooperation in the innovation process—in context with other factors—from two specific aspects. First, analysis focuses on the impact of R&D cooperation on firms’ innovation input and output. Second, analysis is undertaken as to how the number of cooperation partners affects the innovation behaviour of firms. Starting with the discussion of theoretically expected effects of successful R&D cooperation on the innovation activities of firms, the importance of inter-organizational arrangements in R&D is empirically investigated in respect of firms in the German manufacturing industry. The estimation results can be summarized as follows: joint R&D is used to complement internal resources in the innovation process, enhancing the innovation input and output measured by the intensity of in-house R&D or the realization of product innovations. On the input side, the intensity of in-house R&D also stimulates the probability and the number of joint R&D activities with other firms and institutions significantly. 相似文献
5.
We explore how an incumbent firm's internal knowledge and organization structure influences its strategic alliance formation. We propose that the firm's knowledge breadth and the centrality of its R&D organization structure positively influence its absorptive capacity, and consequently, its propensity to form strategic alliances. We also argue that the centrality of the R&D organization structure may be a substitute for the breadth of the knowledge base. We validate our ideas using data on 2647 strategic alliances formed over the period of 1993-2002 by 43 major biopharmaceutical firms in the U.S. and Europe. Our discussion focuses on the application of the knowledge-based view of the firm to strategic alliance research. The implications for public policy in the biopharmaceutical industry are also emphasized. 相似文献
6.
Sources of innovation and industry-university interaction: Evidence from Spanish firms 总被引：1，自引：0，他引：1
In this paper we use a sample of Spanish innovative firms to identify the determinants of R&D cooperation agreements between five types of partners: firms that belong to the same group; customers and suppliers; competitors; universities; public research centres. We focus on the determinants of R&D cooperation between innovative firms and universities. We used the Spanish version of the Community Innovation Survey (CIS-3) to obtain data about the R&D cooperation of 4150 innovative firms in Spain. To obtain empirical evidence about the determinants of this cooperation, we adopted an integrated approach that enables us to compare the effects of sectorial and individual determinants on the choice of partners. Our results show that a firm's cooperation activities are closely linked to the characteristics of the industry and the characteristics of the firm. These include R&D intensity, size, whether the firm belongs to a group, product and process innovation, and access to public funds for R&D activities. Internal R&D and agreements with customers, suppliers and competitor partners also increase firm's propensity for R&D cooperation with universities. 相似文献
7.
Beyond formal R&D: Taking advantage of other sources of innovation in low- and medium-technology industries 总被引：1，自引：0，他引：1
This study deepens our knowledge of critical success factors in the innovation process of low- and medium-technology (LMT) industries. To accomplish this, it explores how the innovation process in LMT firms may depend on non-formal R&D activities and the use of external sources. The empirical analysis is based on a representative panel of Spanish manufacturing firms. The results strongly support the view that non-R&D activities such as design, the use of advanced machinery and training are crucial to understanding the innovation process of any firm. The study finds, however, that the impact of these activities is especially important in LMT industries, particularly for the achievement of product innovations. The empirical evidence also reveals the importance of external sources such as the use of consultants, the hiring of personnel, collaboration agreements and external R&D, with the greatest differences between LMT and high-technology (HT) firms being observed in process innovations. 相似文献
8.
We examine the determinants of firms’ innovation success, using the firm-level data from the Japanese National Innovation Survey. We focus on the relationship between organizational and human resource management practices for research and development (R&D) and product/process innovation. We find that interdivisional cooperation/teams and the creation/relocation/integration of R&D centers are positively associated with both product and process innovation. Having board members with an R&D background is positively associated with product innovation, implying that top-down R&D decision-making may be important for firms to introduce new products. Among the factors examined, personnel assessment reflecting R&D outcomes appears to have an especially strong relationship with product innovation. Moreover, the positive relationship between the creation/relocation/integration of R&D centers and innovation success suggests that drastic organizational changes can work as a clear signal of firms’ determination to pursue an innovation-oriented strategy and help to accelerate innovation success. 相似文献
9.
《国际创新研究学报(英文)》2023,7(1):32-46
This study aims to investigate the main factors driving technological innovation within firms in the manufacturing and service sectors of the Czech Republic. We apply a binary logistic regression model to cross-sectional data from 502 firms, obtained from the World Bank Enterprise Survey. The results of our empirical investigation show that certain elements of the business environment, such as the tax rate, serve as significant obstacles to firms’ product innovations. The results also confirm that international technological linkages—measured by international quality certificates and foreign technology licenses—affect technological innovations. Moreover, we found that internal R&D activities positively impact technological innovation across all sectors; contrarily, we found that process innovation in the manufacturing sector is positively influenced by foreign technology licenses and business association membership. Process innovations in the service sector are positively correlated with external R&D and financing from banking institutions. Finally, business association membership does not positively influence technological innovation in the service sector. Our findings have salient implications for firm managers, policymakers, and scholars aiming to explore and improve innovation outcomes in transitional economies. 相似文献
10.
The paper analyses the activity of research for “innovation knowledge”—here defined as knowledge that can lead to the introduction of service innovations—by Knowledge-Intensive Business Services (KIBS) companies. It proposes a classification of the possible search approaches adopted by those companies based on two dimensions: the pro-activity of search efforts and the source primarily used. Such classification is then discussed on the basis of the findings of a multiple case-study investigation involving 15 Italian and Polish KIBS companies. The study confirms that KIBS firms follow various approaches to acquire knowledge for innovation: some companies adopt a passive behaviour (i.e. innovative ideas come as a kind of side effect of their daily business activities), while others an active one (namely, they actively search for new ideas originating from various sources); some rely more on internal resources (employees, in-house R&D, internal documents, etc.), while others on external sources (clients, suppliers, service providers, universities, etc.). The results of the study have implications both for research and management that are discussed in the conclusions. 相似文献
11.
《Research Policy》2023,52(8):104837
Global productivity growth has either stagnated or declined, despite continued technological innovations with the rise of knowledge-intensive intangibles that arise from the growth of knowledge stock (R&D activities). Understanding the root causes of this paradox in the context of growing economies requires an investigation of whether local knowledge diffusion can explain firm-level productivity differences, including key constraining factors like sources of financing or corporate governance structure. Using financial data of 7970 Indian firms over a 20-year period and clustering firms across industries, we assess the impact of R&D stock that is external to the firm through estimating both within (intra) and between (inter) industry spillovers. We find that both R&D and non-R&D-performing firms benefit from ‘between industry’ spillovers. We further show that firms with better access to finance achieve higher productivity, not only through their own R&D capital stock but also via both types of industry-level knowledge spillover. We allow for the two key sources of international spillovers namely import intensity and FDI. While import-intensive firms experience lower productivity, FDI mitigates this adverse productivity effect across knowledge-intensive exporting firms. The paper concludes that financially unconstrained firms and firms with greater corporate board connectedness derive positive industry-level spillover effects, reflecting intra- and inter-industry as domestic spillover or local value-chain effect in the literature on technological innovation. 相似文献
12.
The various strands of extant empirical research are inconclusive about the complementarity or substitutability between different innovation mechanisms, such as internal and external R&D. Using a panel sample of 83 incumbent pharmaceutical firms covering the period 1986-2000, our empirical analysis suggests that, instead of a clear-cut answer to the question of whether internal and external R&D are complementary or substitutive innovation activities, there appears to be a contingent relationship between internal and external R&D strategies in shaping a firm's innovative output. The results from our study indicate that the level of in-house R&D investments, which is characterized by decreasing marginal returns, is a contingency variable that critically influences the association between internal and external R&D strategies. In particular, internal R&D and external R&D, through either R&D alliances or R&D acquisitions, are complementary innovation activities at higher levels of in-house R&D investments, whereas at lower levels of in-house R&D efforts, internal and external R&D turn out to be substitutive strategic options. 相似文献
13.
Knowledge spillovers through human mobility across national borders: Evidence from Zhongguancun Science Park in China 总被引：1，自引：0，他引：1
This paper investigates the impact of returnee entrepreneurs and their knowledge spillovers on innovation in high-tech firms in China. Using panel data for 1318 high-tech firms in Beijing Zhongguancun Science Park (ZSP) we find that returnee entrepreneurs create a significant spillover effect that promotes innovation in other local high-tech firms. The extent of this spillover effect is positively moderated by the non-returnee firm's absorptive capacity approximated by the skill level of employees. Multinational enterprises’ R&D activities positively affect the innovation intensity of non-returnee firms only when these local firms possess the sufficient level of absorptive capacity. Our findings have important implications for policy-makers and practitioners. 相似文献
14.
Integrating knowledge across a firm's value chain (e.g. between R&D, marketing and manufacturing functions), which we denote “Knowledge Integration” (KI), has been consistently found to be a strong predictor of product innovation performance in the management literature. Such cross-functional integration does not occur by chance, but by design, as a result of managerial practices and organizational arrangements. The significant heterogeneity characterizing the diffusion of cross-functional integration across firms is suggestive of the well-known tension between internal and external diffusion of knowledge. In this paper, we argue that the hidden cost of KI is to expose firms to a higher risk of knowledge leakages and provide the first systematic empirical evidence of this apparent tension between internal and external knowledge flows. Based on data from the CMU Survey (one of the rare datasets offering observables on both sides of the tension for a representative set of R&D active firms in the US), we investigate the impact of knowledge spillovers to competitors on internal cross-functional knowledge integration involving the R&D function among manufacturing firms. We find that the intensity of (tacit) R&D knowledge spillovers at the industry-level has a negative and significant impact on the likelihood that firms adopt or achieve KI. Our results therefore suggest that firms may trade their optimal innovative performance against superior appropriability of their rents. 相似文献
15.
Pilar Beneito 《Research Policy》2006,35(4):502-517
The standard empirical framework for analysing the R&D-patents relationship is widened both by examining the different role of in-house and contracted R&D in the innovative performance of firms, and by considering patents and utility models counts as measures of innovation output. Patents and utility models are considered to approximate for significant and incremental innovations, respectively. Applying count data econometrics to a panel data set of Spanish manufacturing firms surveyed in the period 1990-1996, a transcendental production function is estimated, which allows for non-constant elasticities of the R&D inputs. The results indicate that significant innovations are mainly gestated in-house, whereas contracted R&D seems more orientated towards innovations of incremental nature. 相似文献
16.
Investments in modernization, innovation and gains in productivity: Evidence from firms in the global paper industry 总被引：1，自引：0，他引：1
This paper examines the impact of investments in modernization and innovation on productivity in a sample of firms in the global pulp and paper industry. This industry has traditionally accounted for significant amounts of employment and capital investment in North America and Europe. In contrast to much of the existing literature which focuses on the impact of R&D and patents on firms’ performance and productivity, we examine data on actual investment transactions in four main areas: (i) mechanical, (ii) chemicals, (iii) monitoring devices and (iv) information technology. We find that firms that implemented a greater number of investment transactions in modernization achieved higher productivity, and these estimated quantitative effects are greater than the impact of standard innovation variables such as patents and R&D. Investment transactions in the information technology and digital monitoring devices imparted a particularly noticeable boost to productivity. These results are obtained after controlling for other firm-specific variables such as capital intensity or mergers and acquisitions. Thus, firms’ decisions to undertake investments in modernization and incremental innovations appear to be critical for achieving gains in productivity, compounding to form meaningful differences in performance, productivity and competitive position across firms in the longer run. For some of the traditional industries like pulp and paper, R&D and patents seem to be particularly poor indicators of innovation and, more generally, how firms go about achieving gains in productivity. 相似文献
17.
《Research Policy》2023,52(1):104620
This paper investigates the extent to which a regulatory environment for R&D subsidies shapes the magnitude and direction of R&D subsidies set by a government and consequent innovation paths. When the WTO adopted a permissive regulatory environment, we find that the Korean government increased R&D subsidies significantly (89.21%) and selectively so for firms and industries with higher returns. Recipient firms conducted less basic research and more development research. Improvements in innovations were mostly incremental and minor. However, such changes did not persist once the WTO switched to a restrictive regulatory environment. Our findings show that the regulatory environment imposed by the WTO largely affects allocation of R&D subsidies and suggest that a permissive regulatory environment may not necessarily maximize the potential for breakthrough innovations. 相似文献
18.
We analyze the influence of a regional economic integration agreement (REIA) on a firm's investments in research and development (R&D). A country's entry into a REIA creates two competing influences on the firm's R&D investments. On the one hand, increased competition in product markets after the REIA would induce the firm to invest in internal R&D to improve its distinctive technological competitiveness. On the other hand, better access to sources of inputs in factor markets after the REIA would induce the firm to purchase external R&D because it can outsource technology more easily. Surprisingly, the empirical analysis shows that the REIA's impact on R&D investment is driven primarily by product markets rather than by factor markets. After the REIA, product markets induce firms not only to invest more in internal R&D but also purchase more external R&D. In contrast, after the REIA factor markets have limited influence on internal or external R&D investments. 相似文献
19.
This paper examines interdependencies between firms’ activities in the realms of open science and commercial product development. We present a theoretical framework that outlines when a firm’s involvement in academic communities enhances its innovative performance in terms of new products in development. We argue that the disclosure of more, valuable R&D work in quality scholarly publications and collaborations with academic partners positively affect firm innovation. We further hypothesize a differential effect of adopting open science strategies on the innovation type, being more pronounced for radical innovations than for incremental innovations. We empirically analyze a unique panel dataset containing information on the product innovation performance and R&D activities of 160 UK therapeutic biotechnology firms over the period 1998- 2009. Our results from count data models on the number of new products in development provide empirical support for our hypotheses. 相似文献
20.
Environmental innovation and R&D cooperation: Empirical evidence from Spanish manufacturing firms 总被引：2，自引：0，他引：2
Valentina De Marchi 《Research Policy》2012,41(3):614-623
This paper explores the relationship between firms’ R&D cooperation strategies and their propensity to introduce environmental innovations.Previous literature has supported that environmental innovations differ from other innovations as far as externalities and drivers of their introduction are concerned, highlighting mainly the importance of regulation to trigger them. Using data from the Community Innovation Survey on Spanish manufacturing firms (PITEC), this paper investigates specificities that affect rather how they are developed, and in particular the higher importance of R&D cooperation with external partners.The econometric estimations, controlling for selection bias, suggest that environmental innovative firms cooperate on innovation with external partners to a higher extent than other innovative firms. Furthermore, cooperation with suppliers, KIBS and universities is more relevant than for other innovators, whereas cooperation with clients does not seem to be differentially important. Finally, the results bespoke of a substitution effect between cooperation activities and the internal R&D effort. 相似文献