Organizing for Inbound Open Innovation: How External Consultants and a Dedicated R&D Unit Influence Product Innovation Performance

Firms increasingly acquire technological knowledge from external sources to improve their innovation performance. This strategic approach is known as inbound open innovation. The existing empirical evidence regarding the impact of inbound open innovation on performance, however, is ambiguous. The equivocal results are due to moderating factors that influence a firm's ability to acquire technological knowledge from external sources and to transform it into innovation outputs. This paper focuses on a relevant yet overlooked category of moderating factors: organization of research and development (R&D). It explores two organizational mechanisms: one informal and external‐oriented (involvement of external consultants in R&D activities) and one formalized and internal‐oriented (existence of a dedicated R&D unit), in the acquisition of technological knowledge through R&D outsourcing, a particular contractual form for inbound open innovation. Drawing on a capabilities perspective and using a longitudinal dataset of 841 Spanish manufacturing firms observed over the period 1999–2007, this paper provides a fine‐grained analysis of the moderating effects of the two organizational mechanisms. The involvement of external consultants in R&D activities strengthens the impact of inbound open innovation on innovation performance by increasing marginal benefits of acquiring external technological knowledge through R&D outsourcing. Moreover, it reduces the level of inbound open innovation to which the highest innovation performance corresponds. Instead, the existence of a dedicated R&D unit makes the firm less sensitive to changes in the level of inbound open innovation, by reducing marginal benefits of acquiring external technological knowledge through R&D outsourcing, and increases the level of inbound open innovation to which the highest innovation performance corresponds. The results regarding the role of informal and formalized R&D organizational mechanisms contribute to research on open innovation and absorptive capacity, and also inform managers as to what organizational mechanism is recommended to acquire external technological knowledge, depending on the objectives that the firm pursues.     

A NEW PERSPECTIVE ON INDUSTRY R&D AND MARKET STRUCTURE*

This paper aims to shed some new insights on the long‐debated and both extensively and intensively explored relationship between market concentration and industry R&D intensity. In order to do so, this study develops, from a classic Dorfman‐Steiner [1954] model of firm R&D, a model of industry R&D, where consumer preference over quality and price, R&D technology, and the joint distribution of firm‐specific technological competence and market share jointly determine the level of industry R&D intensity. The joint distribution term, which reflects both the underlying distribution of firms‐specific technological competence and the strength of its link with market share, suggests that the concentration‐R&D relationship differs depending on the strength of the link or simply the appropriability of R&D in terms of market share: A positive relationship is predicted for low‐appropriability industries, where market concentration supplements low R&D appropriability, while a negative or an inverted U‐shaped relationship for high‐appropriability industries. An empirical analysis of data, disaggregated at the five‐digit SIC level, on R&D and market concentration of Korean manufacturing industries provides supportive evidence for the predictions.     

Entrepreneurial firms’ network competence,technological capability,and new product development performance

Successfully developing new products is critical to an entrepreneurial firm’s continued success. Based on the resource management model, this study aims to answer the key research question: how entrepreneurial firms leverage network competence and technological capability to enhance their new product development (NPD) performance in a turbulent environment. Using data collected from 134 entrepreneurial firms in China, we investigate the performance effects of network competence and technological capability, and the moderating effects of technological turbulence and market turbulence. Our findings show that network competence has a positive impact on NPD performance and technological capability plays a mediating role between network competence and NPD performance. Technological turbulence enhances the performance effects of network competence and technological capability; market turbulence advances the performance effect of network competence, but fails to exert significant negative impact on that of technological capability. We discuss managerial implications of our findings and offer directions for future research.     

Interplay between internal investment and alliance specialization in R&D and marketing

A firm's efforts to build its technological and marketing capabilities are not limited to internal investments but can be extended to include external knowledge acquisitions. We examine the interaction between a firm's specialization in R&D or marketing through its internal investments and its alliances in two different industrial contexts. Our results, based on secondary data sources such as Compustat and SDC Platinum from 1985 to 2009, show that the interaction effects of internal specialization and alliance specialization are contingent on the types of tasks (i.e., R&D and marketing) and the industrial context (i.e., high- and low-tech industries). Our findings indicate that a firm in a high-tech industry is able to achieve greater gains by complementing its internal focus on R&D with its external focus on marketing or by focusing on R&D both internally and externally. In contrast, a firm in a low-tech industry is able to achieve greater performance when R&D and marketing complement each other, without regard for how they are aligned through internal investments and alliances. The firm is also able to improve its performance by focusing on marketing both internally and externally. These findings provide new insights into the complementarity between internal investments and alliances.     

Whether to Integrate R&D and Marketing: The Effect of Firm Competence

Integration of research and development (R&D) with marketing remains a frequent topic in the new product development (NPD) literature, largely because it represents a critical antecedent of new product performance (NPP). Two divergent opinions about this integration exist, such that those who contend that firms should pursue high levels of integration in every case provoke criticisms from those who propose that various NPD processes require different levels of integration. This paper proposes that the two perspectives can be reconciled by taking into account the fact that R&D and marketing are integrated mainly to combine critical knowledge (technological and market) that otherwise would be separate to achieve market success. Following Danneels's approach, we investigate how the effect of R&D–marketing integration on performance change across four types of NPD processes: pure exploitation, pure exploration, technological competence exploitation, and market competence exploitation. Data derived from a deep study of 11 NPD projects by five firms, analyzed through qualitative methods, highlight the necessity to vary the level of integration according to the type of competence to be developed during the NPD process. Our analysis suggests two main conclusions. First, the effect of integration depends strictly on the type of competence that the firm uses to develop and launch a new product. Second, integration does not have a unique effect on performance, but it is necessary to distinguish between market performance (e.g., sales and market share) and process performance (e.g., meeting the planned budget and time to market). In some projects, the effect of integration on the two types of performance is diametrically opposite. In particular, we propose that (1) higher performance will be associated with lower integration in pure exploitative projects; (2) in projects that exploit existing market knowledge, higher market performance will be associated with a higher integration, although these projects tend to offer poor process performance regardless of integration level; (3) in projects that exploit technical knowledge, higher performance will be associated with higher integration; and (4) higher integration will be associated with higher market performance but poorer process performance in pure explorative projects.     

How does the partner type in R&D alliances impact technological innovation performance? A study on the Korean biotechnology industry

The number of strategic alliances for R&D activities in the biotechnology industry is sharply increasing. Some studies show that each alliance partner type has different alliance motives, resources and capabilities, organizational structures and cultures, and degrees of competition with partners, which can lead to different performances of strategic alliances. In this regard, this study conducts an empirical analysis of the different impact of each type of alliance partner on technological innovation performance and finds the moderating effect of absorptive capacity and potential competition by categorizing strategic alliances for R&D activities in the biotechnology industry into three types: vertical-downstream alliances, vertical-upstream alliances, and horizontal alliances. This study analyzed 206 Korean biotechnology firms and their strategic alliances for a total of 292 R&D activities. The results of the analysis showed that vertical alliances have a positive impact on technological innovation performance, while horizontal alliances have an inverted U-shaped relationship with technological innovation performance caused by the effect of competition. Additionally, it was confirmed that the R&D intensity of biotechnology firms has a moderating effect of increasing the impact of vertical-upstream alliances on technological innovation performance.     

Integrating the R&D and Patent Functions: Implications for New Product Performance

This paper examines the impact of cross‐functional integration between the research and development (R&D) and the patent functions on new product development (NPD) performance. The attitudinal (collaboration) and the behavioral (contributions of the patent function to NPD) dimension of cross‐functional integration between the R&D and the patent functions are distinguished. It is also investigated if the level of innovativeness moderates the relationship between the attitudinal and the behavioral dimension of cross‐functional integration between the R&D and the patent department and NPD performance. The four hypotheses are tested based on a multi‐informant sample of 101 NPD projects which are nested within 72 technology‐based firms or strategic business units from multiple industries in Germany. The results show that the attitudinal and the behavioral dimensions of cross‐functional integration between the R&D and the patent functions have a significant and positive impact on NPD performance. This lends empirical support for the notion expressed in the literature that certain managerial capabilities are important for understanding the effect of patenting on appropriability outcomes such as value creation and performance. The level of cross‐functional integration between the patent and the R&D functions appears to be one of these critical patent management capabilities that affect the returns from investments into patents. There is support for the hypothesis that the context matters for the effect of cross‐functional integration between the R&D and the patent functions on NPD performance. In line with the initial hypothesis, the level of innovativeness positively moderates the impact of the behavioral dimension of cross‐functional integration between the R&D and the patent department on NPD performance. In contrast to the initial hypothesis, the findings reveal no moderating effect of the level of innovativeness on the link between the attitudinal dimension of cross‐functional integration between the R&D and the patent department and NPD performance. This implies that joint objectives and an open and trustful working relationship between the R&D and the patent functions are not sufficient for achieving higher NPD performance if firms aim to develop very innovative products. In the case of highly innovative products, the actual behavior, that is, the specific contributions of the patent department to the NPD project, matters. Overall, these findings have important implications for improving performance by means of effectively integrating the patent and the R&D functions during NPD.     

The influence of market structure on technological performance in the food-manufacturing industries

This paper tests the effect of firm and market structure variables on the rate of R&D investment by food processing firms. While the estimated relationship is consistent with the hypotheses of Schumpeter and Galbraith at small firm sizes and small-to-moderale concentration levels, above these critical values expected firm R&D increases at a decreasing rate with firm size and decreases with market concentration. The second part of this paper examines the origins of process patents closely related to six food industries. On average U.S. firms outside the industry, foreign firms, and individuals were each assigned more food-industry patents than were U.S. food processing firm. These findings place the public policy interpretation of observed relationships between market power and firm technological performance into a broader perspective. Even if a reduction in market concentrationn reduced R&D originating within a food industry, this decrease might bede minimus relative to technological changes, originating outside the industry.     

External linkages and innovation in small and medium-sized enterprises

While small and medium-sized enterprises (SMEs) can enjoy a number of behavioural advantages over their larger counterparts in the innovation process (e.g. rapid response to external threats and opportunities; efficient internal communication; interactive management style), they can also suffer from a number of mainly material disadvantages (e.g. inability to spread risk over a portfolio of new products; difficulties in market start-up abroad; problems in funding longer-term R&D). One area in which SMEs can suffer a marked disadvantage is that of establishing the appropriate network of contacts with external sources of scientific and technological expertise and advice. This paper addresses the issue of SMEs’ external linkages and presents data from a number of studies showing the importance of in-house technical skills to linkage activity; the importance of complementary between in-house and external know-how accumulation; and the importance of technology strategy in guiding the accumulation process. SME-oriented public technology policies should be adapted to the specific needs of SMEs in that they should focus on facilitating vertical (supplier-manufacturercustomer) linkages and offer support throughout the innovation chain from pre- competitive research through to product development. Numerous studies testify to the importance of firms extensively ‘networking’ in order to improve innovation potential (for example, Mowery, 1988; Contractor and Lorange, 1988; CEST, 1990). The majority of these studies focus on formal technology agreements, such as R&D joint ventures,; tend to feature large firm collaboration rather than that undertaken by small and medium-sized enterprises (SMEs); and while they often refer to the management problems involved in collaboration, few examine their management in any depth. This paper will describe the extensive collaborations of innovative SMEs, and will emphasise how the employment of key personnel affects the range and scope of linkages. It will highlight the broad diversity of linkages used by SMEs for technological development. And, by means of a case study of a highly technologically advanced SME, it will examine some of the most important management problems facing the collaborative process.     

Growing in the changing global landscape: the intangible resources and performance of high-tech corporates

The Belt and Road Initiative and Sino-US trade war stand for the trend of globalization and de-globalization. The changing environment motivates innovative high-tech corporates to reassess their intangible resources such as R&D investment and top managers team (TMT) political ties, in order to attain competitive advantages. The study based on a sample of 223 listed Chinese most innovative high-tech corporates (2014–2018) confirms R&D intensity as burden and political ties as support for corporates’ short-term performance. TMT political ties may attenuate the negative effect of R&D intensity on performance. The negative influences of R&D are aggravated when high environmental dynamism in both the US and B&R countries markets. However, the positive influences of political ties are moderated differently by environmental dynamism in the two markets. For the US market, export environmental dynamism implies de-globalization and diminishes the positive effect of the political relations on performance. By contrast, for the B&R market, it suggests globalization and strengthens the positive effect of political ties.

     

Strategies for knowledge use in R&D and their implications for innovative performance

We argue that research on R&D strategy and on the use of external knowledge in R&D in particular should differentiate between distinct uses of external knowledge. We distinguish between uses of external knowledge for replication (using knowledge as is) vs. for compounding (building on acquired knowledge by combining it together with internally developed knowledge). We theorize about the respective innovative performance implications of these two strategies and compare them with a self-reliant strategy of internal R&D. We also elaborate contingencies for each strategy, pertaining to firm capabilities and cooperation. We test our predictions using a large sample survey of Dutch innovators in multiple industries. Our findings indicate that compounding firms perform better than replicating firms when the share of sales that consists of innovations that are new to the market is assessed, but they do not outperform firms with an internal R&D strategy. Furthermore, these differences disappear when the share of sales consisting of less novel innovations is studied. This research demonstrates the importance of distinguishing between R&D strategies that replicate vs. compound external knowledge.     

Persistence of innovative activities, sectoral patterns of innovation and international technological specialization

In this paper, we focus on the role of persistence and heterogeneity of innovative activities at the level of the firm in determining the patterns of technological change in different industries and countries. We ask: are persistence and heterogeneity associated with higher degrees of concentration in innovative activities, stability in the ranking of innovators, and lower degrees of entry and exit in the population of innovators? Or, do the patterns of innovation depend on other variables like firm size and industrial concentration? Moreover, what are the relationships between the patterns of innovative activities, their determinants, and the technological specialization of countries? We compute indicators of persistence and heterogeneity using the OTAF-SPRU patent database at the firm level for five European countries over the period 1969–1986 for 33 technological classes. Then, we estimate the relationships between our indicators of the sectoral patterns of innovative activities and international technological specialization on the one hand, and our indicators of persistence, heterogeneity and market structure on the other. Results show that persistence and asymmetries are important (and strongly related) phenomena that affect the patterns of innovative activities across countries and sectors, while the role of market structure variables is less clear. Finally, international technological specialization is associated to a competitive core of persistent innovators.     

It Won't Fit! For Innovative Products,Sometimes That's for the Best

The degree of overlap (i.e., fit) between product development organizations' resources and the product development projects pursued has powerful performance implications. Drawing on organizational learning theory and the resource‐based view, this research conceptualizes and empirically tests the interrelationships between the levels of fit, innovativeness, speed to market, and financial new product performance. After reviewing the research literature relevant to resource fit and new product performance, the level of innovativeness is posited to be an important moderating and mediating factor, which is validated by analysis of data gathered from 279 product developing firms. Technological fit has a negative direct effect on both technological and market innovativeness, while the use of existing marketing resources (i.e., a high degree of marketing fit) positively impacts technological innovativeness. This suggests, consistent with findings from market orientation research, that a deep, long‐held customer understanding can promote technological innovativeness. The moderating hypotheses proposed are also well supported: First, a high degree of marketing fit has a more positive impact on performance for market innovative products (e.g., products which address a new target market or use a nontraditional channel for the firm). Drawing on a deep customer understanding is more critical to performance for market innovative products. Conversely, the benefits of marketing fit are limited where market innovativeness is lacking. Interestingly, the counterpart moderating role of technological innovativeness on technological fit's performance effect is not significant; the level of technological innovativeness does not significantly impact the performance impact of technological fit. There are also significant moderating effects across dimensions. Our results show that the financial benefit of using existing marketing resources is lessened for technologically innovative products. Technological innovations necessitate drastic adaptation of marketing resources (i.e., channel and brand); firms drawing only on existing marketing resources for a technologically innovative new product will incur reduced profit. Similarly, the positive implications of using existing technological resources are limited for products which are highly market innovative. Generally, resource fit is seen to have an (oft‐overlooked) dark side in product development, though several of our findings suggest that marketing resources are more flexible than are technological resources.     

Leaders,laggards, and the pursuit of foreign knowledge

This paper analyzes how firms in different technological and market share positions use foreign R&D to augment their technological capabilities. Technology transfer issues and absorptive capacity arguments are examined to analyze the different technological capabilities of leading and lagging firms. In addition, a new strategic rationale (in terms of non‐dominant market share firms) that has not been considered in prior studies analyzing knowledge‐seeking FDI is offered. From a panel dataset which includes information on all foreign R&D investments made by publicly traded Japanese manufacturing firms (from 1974 to 1994), I show that Japanese firms investing in foreign R&D tend to be the non‐dominant market share firms, but also the technologically leading firms across fairly diverse industries. By considering both the technological and market share positions of firms, this study reveals important characteristics that influence when firms use foreign R&D as part of a strategy to augment their technological capabilities. Copyright © 2005 John Wiley & Sons, Ltd.     

How do dynamic capabilities transform external technologies into firms’ renewed technological resources? – A mediation model

How externally acquired resources may become valuable, rare, hard-to-imitate, and non-substitute resource bundles through the development of dynamic capabilities? This study proposes and tests a mediation model of how firms’ internal technological diversification and R&D, as two distinctive microfoundations of dynamic technological capabilities, mediate the relationship between external technology breadth and firms’ technological innovation performance, based on the resource-based view and dynamic capability view. Using a sample of listed Chinese licensee firms, we find that firms must broadly explore external technologies to ignite the dynamism in internal technological diversity and in-house R&D, which play their crucial roles differently to transform and reconfigure firms’ technological resources.     

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.     

Differential Effects of the Primary Forms of Cross Functional Integration on Product Development Cycle Time

In markets characterized by high rates of technological and market change product life cycles tend to be shorter, resulting in the increased importance of competing on the basis of product development cycle time. For firms operating in these dynamic market environments, competing on the basis of cycle time may not only be a source of competitive advantage, but in some industries may actually be essential for survival.
In this investigation the relative importance of five forms of cross functional integration and R&D integration of information or knowledge from past projects were explored in terms of their effects on product development cycle time. The five forms of cross functional integration included R&D/marketing integration, R&D/customer integration, R&D/manufacturing integration, R&D/supplier integration, and strategic partnerships. A sample of 65 U.S. and Scandinavian high technology firms (or strategic business units) were studied. The sample included firms from the computer, telecommunications, instruments, specialty chemicals, biotechnology, and software industries.
The results demonstrated that R&D integration of knowledge from past projects explained the largest degree of variation in product development cycle time. R&D/marketing integration and R&D/customer integration explained the next largest degree of variation in cycle time reduction. Cross cultural generalizability tests demonstrated that the results were generalizable across the U.S. and Scandinavian samples of firms. In addition, the results were found to be generalizable across industry or product category for five of the six forms of integration.     

The Impact of Innovative Culture on Individual Employees: The Moderating Role of Market Information Sharing

Current innovation literature provides a very limited understanding of the potential impacts of innovative culture on employees. Building on resource‐based view theory, the authors investigate theoretically and empirically how a perceived innovative culture can be a building block for a firm's competitive resource and advantage by creating superior employee‐level outcomes and how a market information‐sharing process may moderate these effects. The authors identify three distinct types of individual‐level outcomes stemming from an innovative culture. The three outcome variables—job satisfaction, organizational dynamism perception, and firm performance perception—reflect employees’ psychological and cognitive reactions to the process of creating organizational innovation and innovative culture. The authors collect survey data from 3960 individual employees in China. Their findings first show that a perceived innovative culture significantly and positively affects employees’ job satisfaction and perceptions of organizational dynamism and firm performance. Moreover, organizational dynamism perception plays an important mediating role among three employee‐level outcomes by converting job satisfaction into firm performance perception. The authors also find support for the direct, positive effect of a perceived market information‐sharing process on job satisfaction but not on perceptions of organizational dynamism and firm performance. Most importantly, their findings on the significant moderating role of a market information‐sharing system contribute to innovation theory by emphasizing the importance of the innovation/marketing interface: bundling market information sharing and innovative culture together enhances employees’ positive attitudes and perceptions. This result also suggests that examining only the direct effects of innovative culture and market information sharing may lead to incorrect conclusions as to how to manage the cultural infusion process: the market information‐sharing process shows only a weak effect on job satisfaction and no effect on perceptions of organizational dynamism or firm performance. Organizational designs should ensure simultaneous consideration of both variables in the cultural transformation process to enhance employees’ derived benefits in the process of creating an innovative culture. We offer a new insight: a perceived market information‐sharing process may strengthen the effect of an innovative culture on employees’ job satisfaction and organizational dynamism perception, while it may weaken the effect of an innovative culture on firm performance perception. This more nuanced view of market information sharing in the cultural infusion process presents new wisdom and calls for further studies in entrepreneurial innovation.     

External Technology and In-House R&D's Facilitative Role

A number affirms use external sourcing of technology to create technological change in their organizations. In this article, Falguni Sen and Albert Rubenstein develop a rationale to support the concept of an integrative technology development strategy which emphasizes the role of in-house R&D during the planning and implementation process for externally sourced technology. They divide the external sourcing process into two major components: an acquisition phase and an implementation phase. Next, they define five distinct stages within both phases. Based on a review of the literature, the authors identify some common problems with external sourcing and discuss potential ways that in-house R&D can alleviate them by becoming involved in specific steps in each of the ten stages. The data in the article have been obtained from thirty-one cases of external sourcing of technology from a diverse group of industries in the United States and India. R&D's involvement in the external technology process varies among firms and is generally low in the acquisition phase. In the research, R&D managers describe barriers to their involvement, and the article develops measures of effectiveness of the activities in each stage of the external sourcing process. The authors recommend removing relevant barriers, especially in those stages where the involvement of in-house R&D groups could increase the effectiveness of the process.     

Market Orientation and R&D Effectiveness in High‐Technology Firms: An Empirical Investigation in the Biotechnology Industry*

There seems to be lack of consensus among informed scholars about the importance a of market orientation for high‐technology firms. This paper gives a comprehensive review of existing empirical studies on the relationship between market orientation and innovation performance and pinpoints two limitations in this research stream that might be at the origin of such controversy. First, extant research often overlooked key innovation outcomes for high‐technology firms, such as those related to research and development (R&D) performance. Second, organizational conditions that can ensure an optimal integration of market knowledge in the innovation process have been less analyzed in the case of these firms. Against this background, the present study contributes to the literature by providing a test of the effect of market orientation on R&D effectiveness and the moderating role of knowledge integration in this relationship, using a sample of Italian biotechnology firms. The study's objectives are addressed in two steps. The first one consists of an in‐depth qualitative study based on semistructured interviews in five biotechnology firms. The second step consists of a follow‐up survey of 50 biotechnology firms. Results from hierarchical multiple regression analysis show that the different dimensions of a market orientation have diverse effects on R&D effectiveness of high‐technology firms: whereas interfunctional coordination has a positive main effect, the effect of customer orientation is moderated by knowledge integration, and competitor orientation has no effect on R&D effectiveness. Post hoc analyses also show two additional results involving a broader set of dependent variables. First, R&D effectiveness mediates the effects of customer orientation and interfunctional coordination on organizational performance. Second, market orientation does not appear to significantly affect R&D efficiency. The present study contributes to current literature in two main respects. First, it adds to previous work on market orientation and innovation by proposing a new dependent variable—R&D effectiveness—which offers a better perspective to understand the impact of market orientation on innovation performance in high‐technology contexts. Second, while part of the current debate on the role of market orientation in high‐tech markets seems to be polarized by positions that sustain its potential drawbacks or, on the contrary, its advantages, this study's findings on the moderating role of knowledge integration shed light on important contingency factors, such as organizational capabilities. The authors discuss the study's limitations and provide directions for future research.