Customer information resources advantage,marketing strategy and business performance: A market resources based view

Chief among a firm's market-based resources are its relational resources such as brand equity, customer equity and channel equity that result from its interactions with customers and marketing intermediaries, and intellectual resources – accumulated knowledge about entities in the market environment such as consumers, end use and intermediate customers and competitors. In the evolving digital data rich market environment, customer-based resources, a subset of a firm's market-based resources, are becoming increasingly important as potential sources of competitive advantage. Customer information assets refer to information of economic value about customers owned by a firm. Information analysis capabilities are complex bundles of skills and knowledge embedded in a firm's organizational processes employed to generate customer knowledge from customer information assets. Customer insights or knowledge is a firm's extent of understanding of customers that informs its business decisions. Building on the resource-based, capabilities-based and knowledge-based views of the firm, resource advantage theory of competition, and the outside-in and inside-out approaches to strategy, this article presents a market resources-based view of strategy, competitive advantage and performance. The article presents a framework delineating the relationship between a firm's customer information based resources, marketing strategy and performance, and discusses implications for theory, research and practice.     

Intellectual capital drivers of product and managerial innovation in high-tech and low-tech firms

There is widespread understanding that intellectual capital (IC), consisting of the valuable knowledge resources of an organization, is a key enabler of innovation activities; however, little is known about the more specific contingencies impacting the relationship between IC and innovation. Thus, this article examines firm technology level and innovation type as contingency variables. It was argued that because high-tech and low-tech firms differ in terms of several knowledge characteristics (complexity, tacitness and pace of renovation), it is likely that their innovation performance is supported by different combinations of IC components. Furthermore, differences between product/service and managerial innovation could also lead to changes in the degree of relevance of various IC components. To test these contingency hypotheses, a survey dataset collected from 180 Spanish companies is analysed using structural equation modelling. The results demonstrate that both firm's technology level and type of innovation affect how IC influences innovation performance. The findings contribute to a knowledge-based perspective on innovation and pave the way for a more context-sensitive and contingency-mindful approach to understanding innovation and knowledge-based value creation.     

Product Design Innovation and Customer Value: Cross‐Cultural Research in the United States and Korea

Innovation is one of the key drivers of success that a firm must utilize to develop a competitive advantage. The ability to innovate is especially important for a firm's survival in dynamic, changing environments. Customer demands are constantly changing, and more purchases are made when a firm's product design incorporates what customers perceive as cutting‐edge innovations. Satisfying customer demands is a distinct challenge for product designers because firms must develop a clear understanding of what aspects of design the customer wants. Although the importance of design has increased, very little research has been done to explain the relationship between product innovation and product design. Studies indicate that design innovation may create greater customer value through improvements in design value. Previous research has been limited and has not provided a clear concept of design innovation or defined the relationship between design innovation and marketing competencies. This paper seeks to offer a conceptual definition of design innovation, and to define the link between design innovation and marketing competencies. This paper utilizes cross‐cultural research to discover how these concepts differ due to cultural differences between the United States and Korea. This research contributes substantially to our understanding of the relationship between design innovation and customer value.     

Incremental and Radical Innovation in Coopetition—The Role of Absorptive Capacity and Appropriability

This study examines why some firms are better able than others to reap benefits from collaborating with their competitors in innovation. Whereas on the general level, collaborative innovation has been studied widely, and firm‐specific success factors in collaboration between competitors (i.e., coopetition) have not been exhaustively addressed. Earlier literature describes coopetition as a risky but potentially rewarding relationship in which sharing, learning, and protection of knowledge are recognized as the key issues determining the possible benefits and hazards. This study provides evidence of factors related to this, suggesting that the firm's ability to acquire knowledge from external sources (potential absorptive capacity) and to protect its innovations and core knowledge against imitation (appropriability regime) are relevant in increasing the innovation outcomes of collaborating with its competitors. This study also distinguishes between incremental and radical innovations as an outcome of coopetition, and provides differing implications for the two innovation types. The empirical evidence for the study was gathered from a cross‐industry survey conducted on Finnish markets. The data are analyzed with multivariate multiple regression analysis. The results of the analysis suggest that (1) potential absorptive capacity and appropriability regime of the firm both have a positive effect in the pursuit of incremental innovations in coopetition, and (2) in the case of radical innovations, appropriability regime has a positive effect, while the effect of absorptive capacity is not statistically significant. However, the results also indicate that there is a moderating relationship between these variables, in that the potential absorptive capacity is positively associated with creation of radical innovations within high levels of appropriability regime. These results yield important theoretical and managerial implications. As a whole, the results presented in this study provide new evidence on which types of firms can reap success in the challenging task of collaborative innovation with rivals. In the case of incremental innovation, a firm‐level emphasis on knowledge sharing and learning will positively affect the results of coopetition, as will an emphasis on knowledge protection. Thus, when incremental developments are pursued in coopetition, firms should not only seek to exchange knowledge to create value but also remember to secure the firm‐specific core knowledge within the firm's borders to stay competitive. On the other hand, when the firm is pursuing radical innovation with its rivals, the heaviest emphasis should be on protecting its existing core knowledge and also emerging novel innovations and market opportunities. Capabilities in knowledge acquisition are also beneficial in these cases, but the full benefits of knowledge exchange realize only when the firm's knowledge protection mechanisms are sufficiently strong, allowing for safe knowledge exchange between rivals.     

Rethinking the ‘mirroring’ hypothesis: implications for technological modularity,tacit coordination,and radical innovation

Studies of the ‘mirroring’ hypothesis have demonstrated the relationships between technological modularity and explicit coordination, yet little is known about the ‘mirroring’ relationship between technological modularity and tacit coordination, and how the ‘mirroring’ relationship may affect radical innovation. This paper contributes to the ‘mirroring’ hypothesis by identifying the interaction mechanisms embedded in and surrounded over the mirroring relationships. Using survey data of 121 high-tech firms in China, our study indicates that technological modularity enhances interfirm tacit coordination between module-makers (‘mirroring’ hypothesis), and will also positively influence radical innovation (‘outcome’ hypothesis). Moreover, tacit coordination negatively moderates the impact of technological modularity on radical innovation (‘interaction’ hypothesis), indicating that the ‘mirroring’ relationship may offset the benefit obtained from modularization. It also suggests that, in a high-technology industry in underdeveloped areas, tacit coordination could lead to exposure of hidden knowledge, thus lowering module-makers' motivation for technology breakthrough.     

Repeating a familiar pattern in a new way: The effect of exploitation and exploration on knowledge leverage behaviors in technology acquisitions

Research Summary: We identify two types of knowledge leverage behaviors undertaken by acquiring firms: integrated and independent knowledge leverage. We address how the prior exploitation or exploration orientation of acquirers influence these two modes of knowledge leverage behaviors. The degree of exploitation of acquirers promotes integrating their existing knowledge with acquired knowledge in innovative actions. In contrast, the degree of exploration of acquirers increases the likelihood that new innovations will use acquired knowledge without integrating it with their prior knowledge. In addition, the firm's prior acquisition rate moderates the relationship between the acquiring firms’ previous exploitation or exploration orientation and their knowledge leverage mode. The findings of this article suggest that pre‐acquisition innovation capabilities are distinct from but influence the post‐acquisition innovation actions. Managerial Summary: Firms often undertake acquisitions to gain access to new knowledge, but they can differ dramatically in how they leverage acquired knowledge. We show that the firm's prior innovation patterns drive this choice. Firms that have previously focused on incremental innovations in their internal innovation efforts tend to integrate acquired knowledge with their own prior knowledge. In contrast, firms that have previously pursued bold innovations tend to leverage acquired knowledge alone in new innovations. Thus, we show that firms use acquisitions as a means to extend their internal innovation patterns—firms that have focused on incremental innovations extend that with acquisitions by linking new innovations to their prior knowledge while firms that have pursued bold initiatives use acquired knowledge to move in new technology directions.     

Explorative search for a high‐impact innovation: the role of technological status in the global pharmaceutical industry

Extant studies suggest that the potential benefits arising from exploration are associated with access to diverse and distant knowledge across organizational and technological boundaries. However, exploration is not sufficient to assure if innovation actually occurs. Our study identifies exploration into two types, organizational and technological, and argues that the innovative effect of a firm's explorative search beyond organizational and technological boundaries is best leveraged by its technological status in an industry. Data derived from the global pharmaceutical industry indicate that a firm's search across organizational boundaries has a positive effect on its innovation impact, and such effect is strengthened when the firm is high in its technological status. However, the firm's search moving beyond its technological boundary increases innovation impact only for the group of high technological status but decreases it for the low‐status group. It appears that, in the global pharmaceutical industry, a firm's technological status is most critical to exploit knowledge from distant technology domains.     

The effect of the dynamics of knowledge base complexity on Schumpeterian patterns of innovation: the upstream petroleum industry

This article analyzes important changes in technological innovation in the upstream petroleum industry. It provides evidence that shifts in sectoral patterns of innovation over the petroleum industry's lifecycle from the 1970s up to 2005 were dependent on the dynamics of knowledge base complexity (KBC), a key dimension of an industry's technological regime. Accordingly, observed shifts in innovation patterns are understood to be the aggregated strategic response of industry innovators to changes in the technological regime. The article proposes a quantitative method for exploring KBC and Schumpeterian patterns of innovation, and interactions between the two at the industry level. As the industry evolved, its knowledge base moved to higher orders of complexity creating a shift in the Schumpeterian pattern of innovation. Increased KBC was found to alter Schumpeterian patterns from Mark I toward a ‘modified’ Mark II. Instead of coming predominantly from ‘traditional’ established oil operators, technological innovation was increasingly triggered by a new class of emergent integrated service companies – ‘second tier’ systems integrators of the upstream sector able to cope with increased KBC.     

Augmenting innovation project portfolio management performance: the mediating effect of management perception and satisfaction

Firms face the challenge of efficiently and effectively investing scarce resources in innovation projects in order to sustain or develop a firm's long‐term competitive advantage and sustainable growth. Innovation project portfolio management (IPPM) describes a firm's dynamic capability to assess the challenge of evaluating, selecting, and prioritizing innovation projects. The particular impacts of method usage, criteria usage, IPPM design, information availability, and internal interactions on management perception and satisfaction as well as on IPPM performance and innovativeness are hypothesized and tested. We found that methods and criteria play a negligible role in the IPPM context. IPPM design elements, like transparency and formality, are key drivers of high IPPM performance. Information availability is a key construct in driving IPPM performance, as well as management perception and satisfaction. Relevance of IPPM is supported by revealing IPPM performance's positive impact on firm performance, innovation project performance, and firm's innovativeness.     

A Longitudinal Study of the Impact of R&D,Patents, and Product Innovation on Firm Performance

Because of increasing levels of competition and decreasing product life cycles, a firm's ability to generate a continuous stream of innovations may be more important than ever in allowing a firm to improve profitability and maintain competitive advantage This paper investigates several issues that are central to an examination of the innovation productivity in a firm. First, the relationship between a firm's commitment to research and development and its innovative outcomes is examined. Two innovative outcomes are analyzed: (1) invention, which focuses on the development of new ideas; and (2) innovation, the development of commercially viable products or services from creative ideas. Invention is measured by the number of patents granted, and innovation is assessed by the number of new product announcements. Second, because many inventions ultimately result in marketable innovations and because patents may provide protection for new products, the relationship between patents and product announcements is also investigated. Finally, the ability of a firm to benefit from its inventions and innovations is studied by examining their separate effects on firm performance, measured as return on assets (ROA) and sales growth. Drawing from a sample of 272 firms in 35 industries over 19 years, the results from a model of simultaneous equations provided support for some of the hypotheses, but several other surprising findings were found. As expected, R&D spending was positively related to patents. This finding is consistent with others who argue that internal research capabilities, particularly those with a strong basic research component, is key to enabling a firm to generate creative outputs. More surprising was the finding of increasing returns to scale to R&D spending. While this contradicts much of the existing research, it is consistent with economic arguments for the advantages of scale in innovation. Also interesting is the finding that, while a significant curvilinear relationship exists between R&D spending and product announcements, it is not the predicted inverse‐U but instead a U‐shaped relationship. Consistent with previous work, product announcements were found to be positively related to both performance measures. A negative relationship was found between patents and both ROA and sales growth. While these findings were unexpected, they are intriguing and call into question the value of patents as protection mechanisms. In addition, these results may be resulting from the rise of strategic patenting, where an increasing number of firms are using patents as strategic weapons. As expected, a positive relationship was found between patents and new product announcements.     

Taking industry structuring seriously: A strategic perspective on product differentiation

Given legal impediments to consolidation and collusion, firms often resort to product differentiation to attain market power. This paper provides a formal analysis of product differentiation as a tool for such industry structuring at both the firm and industry level. We examine: how industry structure differs when firms collaborate on their differentiation decisions, and when the profitability of such collaboration is greatest; how an individual firm's differentiation decisions affect subsequent market outcomes under price competition, such as margin, market share, and profit; how mere differentiation differs from a ‘differentiation advantage’; and how changing a firm's differentiation affects its rivals through both positive externalities (by restraining rivalry) and negative externalities (by shifting competitive advantage). Our results have implications for empirical research, strategy theory, and pedagogy.     

The Value of Customer Cocreated Knowledge during the Innovation Process

Customer cocreation during the innovation process has recently been suggested to be a major source for firms' competitive advantage. Hereby, customers actively engage in a firm's innovation process and take over innovation activities traditionally performed by a firm's employees. Despite its suggested importance, previous research has revealed contradictory findings regarding its impact, the nature of involved customers, and the channels of communication that enable cocreation. To provide a more fine‐grained picture, customer cocreated knowledge is first delineated into its key value dimensions of relevance, novelty, and costs, and then their impact on various innovation outcomes is investigated. Next, the study examines the antecedent role of customer determinants; that is, lead user characteristics and customer–firm closeness, on these knowledge value dimensions. Finally, we explore how these effects are moderated by the type of communication channel used. An empirical validation of the conceptual model is performed by means of survey data from 126 customer cocreation projects. The data analysis indicates that customer cocreation is most successful for the creation of highly relevant but moderately novel knowledge. Cocreation with customers who are closely related to the innovating firm results in more highly relevant knowledge at a low cost. Yet, cocreation with lead users produces novel and relevant knowledge. These effects are contingent on the richness and reach of the communication channels enabling cocreation. Overall, the findings shed light on opportunities and limitations of customer cocreation for innovation and reconcile determinants originating in relationship marketing and innovation management. At the same time, managers obtain recommendations for selecting customers and communication channels to enhance the success of their customer cocreation initiatives.     

Creating Dynamic Capability: The Role of Intertemporal Integration, Knowledge Retention, and Interpretation

Uncertainty about the ability for technological knowledge to be transformed to meet market demands, lack of complementary technologies, the lack of developed markets for a given technical feature, and other types of uncertainty add significant challenges to organizations as they develop products for future markets. In spite of these significant challenges, some organizations develop a dynamic capability in new product development that becomes a powerful source of competitive advantage and a source of renewal, growth, and adaptation as the environment changes. Many approaches to new product development (e.g., cross‐functional development teams, quality function deployment, early supplier involvement, heavyweight product development teams) address the need to integrate knowledge more rapidly and effectively within projects. These approaches do not address, however, how knowledge is integrated over time or how integration of knowledge from previous new product development efforts influences the firm's new product development performance. This study focuses on providing a greater understanding of the integrative practices that contribute to this capability in new product development. Based on insights from the innovation and learning literatures, this study proposes relationships about the influence of knowledge retention and interpretation activities on the organization's ability to integrate knowledge developed in prior new product development projects and on new product development performance. Data collected from a sample of new product development professionals are employed to test the proposed relationships among knowledge retention, knowledge interpretation, integration of prior knowledge, and new product development performance. The findings suggest that knowledge retention and interpretation activities positively impact a firm's new product development performance. In particular, practices that enable the retention and interpretation of knowledge improve new product development performance indirectly through the firm's enhanced ability to apply knowledge developed in prior product development projects to subsequent projects. Practices that enable the interpretation of knowledge in the firm's current strategic context also improve new product development performance directly. These findings lead to important implications for managing new product development.     

Creating shareholder value via collaborative innovation: the role of industry and resource alignment in knowledge exploration

Collaborative innovation provides firms with a privileged opportunity to perform exploration in an externally oriented mode. The central challenges in exploration via collaborative innovation lie in the selection of relevant partners and in gaining access to potentially valuable external knowledge that the focal firm lacks. This article focuses on two aspects of inter-organizational alignment that affect knowledge differences and may thus help explaining the shareholder value implications arising from collaborative innovation: industry and resource alignment. Relying on data covering 97 bilateral collaborative innovations (194 innovation partners) in R&D intensive high-technology industries, we used event study methodology and follow-up hierarchical regression analyses to test our conceptual framework. With regard to industry alignment, results suggest that investors value greater industry distance between collaborating partners, especially when the partner firm provides high-level R&D resources. Furthermore, the results show a positive effect of supplementary resource alignment (i.e., a focal firm's R&D resources are supplemented by a partner firm's R&D resources) and, notably, a negative effect of complementary resource alignment (i.e., a focal firm's R&D resources are complemented by a partner firm's marketing resources) on investors' valuation of the collaboration's expected future performance. They, thus, contribute to research on shareholder value implications of collaborative innovation. From a managerial perspective, the study provides a better understanding of partner selection and shows how managers should position a collaboration to signal the shareholder value-creating potential to investors.     

Learning Capability,Technological Parity,and Innovation Mode Use*

The purpose of this research was to examine whether a firm's learning capability interacts with industry technological parity to predict innovation mode use. Learning capability is conceptualized in the current research as a firm's ability to develop or acquire the new knowledge‐based resources and skills needed to offer new products. Industry technological parity is conceptualized as the extent to which similarity and equality exist among the technological competencies of the firms in an industry. Three generic modes of innovation are considered: internal, cooperative, and external innovation. These modes reflect the development of new products based solely on internal resources, the collaborative development of new products (i.e., with one or more development partners), and the acquisition of fully developed products from external sources, respectively. The premises of this research are that (1) technological parity can create incentives or disincentives for innovating in a particular mode, depending upon the value of external innovative resources relative to the value of internal innovative resources and (2) firms will choose innovation modes that reflect a combination of their abilities and incentives to innovate alone, with others, or through others. Survey research and secondary sources were used to collect data from 119 high‐technology firms. Results indicate that firms exhibit greater use of internal and external innovation when high levels of industry technological parity are matched by high levels of firm learning capability. By contrast, a negative relationship between learning capability and industry technological parity is associated with greater use of the cooperative mode of innovation. Thus, a single, common internal capability—learning capability—interacts with the level of technological parity in the environment to significantly predict three distinct innovation modes—modes that are not inherently dependent upon one another. As such, a firm's internal ability to innovate, as reflected in learning capability, has relevance well beyond that firm's likely internal innovation output. It also predicts the firm's likely use of cooperative and external innovation when considered in light of the level of industry technological parity. A practical implication of these findings is that companies with modest learning capabilities are not inherently precluded from innovating. Rather, they can innovate through modes for which conditions in their current environments do not constitute significant obstacles to innovation output. In particular, modest learning capabilities are associated with higher innovative output in the internal, cooperative, and external modes when industry technological parity levels are low, high, and low, respectively. Conversely, strong learning capabilities tend to be associated with higher innovative output in the internal, cooperative, and external modes when industry technological parity levels are high, low, and high, respectively.     

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.     

The persistence of knowledge‐based advantage: an empirical test for product performance and technological knowledge

Resource‐based theory maintains that intrinsic characteristics of resources and capabilities, such as their tacitness, complexity, and specificity, prevent imitation and thereby prolong exceptional performance. There is little direct evidence to verify these claims, yet a substantial literature encourages firms to formulate competitive strategies around resources with these attributes. Further, work outside the resource‐based tradition suggests that these attributes can slow innovation, and it is not clear when this effect outweighs the benefits of inimitability. This paper seeks to clarify whether and how the complexity, tacitness, and specificity of a firm's knowledge affect the persistence of its performance advantages. We find that the complexity and tacitness of technological knowledge are useful for defending a firm's major product improvements from imitation, but not for protecting its minor improvements. The design specificity of technological knowledge delayed imitation of minor improvements in this study. Copyright © 2002 John Wiley & Sons, Ltd.     

Selecting Influential Business-to-Business Customers in New Product Development: Relational Embeddedness and Knowledge Heterogeneity Considerations

This study examines how the most influential business‐to‐business (B2B) customers, both existing and potential, involved in providing input to a new product development (NPD) project influence new product advantage. As the relational literature suggests, involving customers who have had close and embedded relationships with a firm's new product organization, such as a firm's largest customers, and customers who have been involved in past collaborative activities, should lead to the development of superior products. To the contrary, the innovation literature suggests that a firm may become too close to its large, embedded customers resulting in less innovation and in lower performing products. Also, the relationship between the heterogeneity of the knowledge of the most influential customers and new product advantage is examined. A contingency perspective is hypothesized such that the degree of product newness sought in the project moderates the effects of both relational embeddedness and knowledge heterogeneity on new product advantage. Empirical findings from a sample of 137 NPD projects support this contingency view. For projects seeking to develop incremental products, where the product being developed is an extension or an enhancement to an existing product, new product advantage tended to be higher in projects using embedded or homogeneous customers. For incremental projects, projects using less‐embedded or heterogeneous customers tended to have lower product performance. For projects following a highly innovative product strategy, new product advantage tended to be higher in projects that involved heterogeneous customers. These heterogeneous customers provided NPD projects with a diversity of perspectives, competencies, and experiences that fostered significant product innovations. The study contributes to the literature by empirically testing relational and innovation theories in NPD projects and by providing evidence on the importance of relational embeddedness and knowledge heterogeneity in selecting influential customers in NPD projects.     

Leveraging micro‐ and macro‐structures of embeddedness in alliance networks for exploratory innovation in biotechnology

Researchers agree that alliance networks can be an important instrument in a firm's innovation process, but there is limited empirical evidence on actually how they facilitate the creation of new knowledge for exploratory innovation. The research question is what alliance network configuration is optimal for exploratory innovation. The present study investigated the interaction between a firm's alliance portfolio structure (the micro‐level) and the industry alliance network structure (the macro‐level), and it empirically tested how their interaction may be affecting the exploratory innovation outcome of network participating firms in the biotechnology industry. The paper uses data from exploratory patents filed by 455 dedicated biotechnology firms in 1986–1999 and an overall network comprising 2,933 technological alliances over the same period. The results indicate that, in the case of biotechnology, firms with high exploratory innovation output have short path indirect access to many other firms (micro‐level), and operate in dense industry alliance networks centralized around a few key firms (macro‐level), and that these effects are curvilinear.     

Absorptive capacity and performance: The role of customer relationship and technological capabilities in high-tech SMEs

This study focuses on how the interplay between a firm's absorptive capacity (ACAP), and its technological and customer relationship capability contributes to its overall performance. Using structural equation modeling in a sample of 158 firms (316 questionnaires, two respondents per firm) from South Korea's semiconductor industry, we find that a firm's ACAP leads to better performance in terms of new product development, market performance and profitability when used in combination with the firm's capability to engage state of the art technologies in its new product development program (NPD) (technological capability) as well as cultivate strong customer relationships to gain customer insight in NPD (customer relationship capability). By highlighting the interactive nature of absorptive capacity's antecedents and how these relate to firms' performance, this study contributes to the understanding of the role of ACAP as a mechanism for translating external knowledge into tangible benefits in high-tech SMEs, thus leading to important theoretical and practical implications.