An SAO‐based text‐mining approach for technology roadmapping using patent information

A technology roadmap (TRM) links technologies with a company's strategic objectives and so supports acquisition of required technologies in advance of needs. It is a powerful tool for strategic planning and technology management. Because technology is changing rapidly and market competition is fierce, the role of a TRM is becoming increasingly important. To support the role of a TRM, many firms and governments that use roadmapping are becoming interested in reducing costs while retaining objectivity during TRM development. One suggestion to achieve these goals is to use the keyword‐based quantitative approach to creating a TRM, but the information provided by the approach is limited because of the characteristics of keyword information. To solve this limitation, this research uses the concept of ‘function’ to support quantitative analysis for developing a TRM. The concept of function can provide information on the uses and purposes of a technology. To represent a function, a subject–action–object structure is commonly used. The suggested approach allows research and development (R&D) managers to extend the views of product and technology during development of a TRM. In addition, by reducing the time required to develop a TRM, the proposed approach supports quick and accurate decision‐making by R&D managers.     

Roadmapping for innovation management: evidence from Pirelli

Despite the growing interest of practitioners and scholars in technology roadmapping (TRM), our knowledge regarding how TRM can be embedded into the overall innovation process of a firm and used to enhance this process is relatively limited. This study aims to fill this gap. We describe an action research project conducted with Pirelli and the innovative approach to TRM this company developed during the 2010s to cope with the increasing complexity and dynamism of the tire industry. We show that TRM is currently fully integrated into the firm’s R&D activities and contributes to increasing the effectiveness of new product development. TRM supports the systematic gathering, sharing, and elaboration of information across the different functions and business units of Pirelli from the basic research to the commercialization of new products.     

Absorptive capacity and openness of small biopharmaceutical firms – a European Union–United States comparison

The complementarities between internal capabilities and external linkages have been widely acknowledged in the open innovation literature, yet little is known about the extent to which internal capabilities affect firms' openness within different institutional contexts. This paper therefore empirically explores the relationship between absorptive capacity (ACAP) and openness in the United States and European biopharmaceutical sectors. Based on analysis of data from a large‐scale international survey of 349 biopharmaceutical firms in the United States, the United Kingdom, France and Germany, the results suggest that exploratory openness depends more strongly on the research and development (R&D) aspect of firms' potential absorptive capacity, whereas exploitative openness is more conditional on firms' realized absorptive capacity (RACAP). The results also highlight the major differences between firms' openness and ACAP in the United States and Europe – in the United States, firms' skill levels prove more significant in contributing to firms' engagement with exploratory relationships, whereas in Europe, continuity of R&D proves more important. Engagement with exploitative relationships, however, is more conditional on firms' RACAP in Europe only.     

Technology roadmapping (TRM) and strategic alignment for an applied research centre: a case study with methodological contributions

Technology roadmapping provides a strategic tool to help companies develop an outside‐in view and challenge their current competitive perspectives. In this paper, the authors describe the roadmapping process, which is aligned, with the research and development (R&D) strategy of an applied research centre. This process is based in an adapted combination of state‐of‐the‐art methodologies, and as a result, the case study shows interesting findings in terms of R&D strategy, technology strategy and roadmapping processes and methodology.     

New product introductions below aspirations,slack and R&D alliances: A behavioral perspective

We develop hypotheses based on behavioral theory that explain how high technology firms' new product introduction (NPI) performance below aspiration levels impact the number of R&D alliances, and how slack moderates this relationship. Using panel data of U.S. biopharmaceutical firms, we find that as firms' NPI performance below historical aspiration levels increases the number of R&D alliances they form increases and slack intensifies this relationship. We contribute to alliance research by providing theory and empirical evidence that increases in the distance of NPI below aspirations serve as a motivation for increases in R&D alliances, and empirically to behavioral theory by revealing that NPI goals act similarly to financial performance goals in their impact on firms' actions and slack intensifies this relationship. Copyright © 2015 John Wiley & Sons, Ltd.     

Perspectives on roadmaps: how organizations talk about the future

Roadmaps, in the traditional sense, are concerned mostly with space and position. In the way that industrial and public research institutions use the term, though, roadmaps reveal the time dimension of technological progress. The many and increasing applications of roadmaps have generated confusion about what they are for and what they accomplish amid the many tools and techniques of managing technology. Roadmapping is itself a trend, while it seeks to exploit the trends underlying technology. The practice has side effects, biases, and behavioral consequences that are often not visible to practitioners, and until now, were unexamined by researchers. This study provides an organizational perspective on roadmapping as currently practiced, presents the experience of several organizations that have implemented it, and evaluates the results. Using a case‐based, exploratory method the author addresses several practical questions, such as: What are the effects of roadmapping? How are they measured? Is roadmapping always appropriate? How would an organization know if it was roadmapping well? What are the various kinds of roadmaps and how do they relate to each other? In addition, some more general lessons about organizational behavior emerge from the case data. Cases were selected from several large industrial firms participating in a research consortium exploring the modern challenges and tools of technology management. These firms granted extensive access to the research team and actively participated in the analysis, demonstrating a unique and productive model of research collaboration between academic researchers and business practitioners. Central to an understanding of roadmapping behavior is noticing the tension between its dual nature. Roadmaps are both forecasts of what is possible or likely to happen, as well as plans that articulate a course of action. They are, in a sense, personal to their authors. Roadmaps can be used to align organizations in times of predictable change, but have limited insight into disruptive change. The most influential roadmaps originate as responses to perceived threats, and link the technical storyline to organizational and personal concerns. For those who would implement the technique, the article suggests practical ways to use these and other findings and offers basic definitions and vital questions for future research.     

Innovation and control in the multinational firm: A comparison of political and contingency approaches

This study focuses on control mechanisms used by multinational corporations (MNCs) to manage their extra‐national R&D units. Drawing on both the literature on organizational power and contingency theory, this study develops and empirically tests a set of hypotheses aimed at explaining how headquarters control their overseas R&D units. Data collected from 134 R&D units of German MNCs serve to test the hypotheses. Results highlight the importance of the units' R&D mandate and its interdependence in explaining control mechanisms. Moreover, they indicate a relatively weak predictive power of political approaches compared to contingency approaches. Copyright © 2007 John Wiley & Sons, Ltd.     

Cogitate,articulate, communicate: the psychosocial reality of technology roadmapping and roadmaps

Roadmapping has gained acceptance by technology management practitioners as a key tool in planning and strategy development. Technology roadmapping workshops are essentially a socially facilitated mechanism that solicits a diverse group of participants for their pool of experience and expertise in order to explore the opportunities and challenges facing an organisation. The group collaboration is captured through the generation of a roadmap which provides a visual representation of their collective cognitive efforts. It must therefore be acknowledged that the actual practice of roadmapping involves numerous complex underlying cognitive factors and social interactions. In this regard, an initial framework for the exploration of the psychological and sociological aspects involved in technology roadmapping and roadmaps is presented. The postulation is that roadmapping/roadmaps provide a mechanism/vehicle to cogitate, articulate and communicate.     

The path of R&D efficiency over time

In this paper we investigate the pattern of R&D efficiency in terms of the number of product innovations achieved by firms over time. Using a panel dataset of Spanish manufacturing firms for the period 1990–2006, we follow the innovative performance of R&D active firms and observe that innovation rates change over firms' R&D histories. To explain these facts we propose a model that explicitly acknowledges the twofold composition of firms' R&D expenditures, comprising spending on both physical capital for R&D projects and payments to researchers. We regard this latter component of R&D as a source for dynamic returns to firms' R&D investments. Consequently firms' innovation outcomes clearly depend on how long they have been investing in R&D and also on whether there have been any interruptions in the temporal sequence of R&D activities. Our results suggest that R&D activities exhibit dynamic returns that are positive but at a decreasing rate, and that interruptions in R&D engagement reduce R&D efficiency.     

How do country‐level governance characteristics impact the relationship between R&D and firm value?

This article addresses the question of how country‐level governance characteristics moderate the market valuation of research and development (R&D). Using a valuation model and panel data from companies in the European Union, United States, and Japan, we find that effective corporate governance allows the market to better assess a firm's R&D investments. This finding is the conjunction with the effect of the legal system, the financial system, and mechanisms of control. First, as effectiveness of investor protection increases, the market valuation of R&D projects also increases. Second, more developed financial systems do a better job assessing R&D. Third, effective control mechanisms reinforce the positive effect of R&D on a firm's market value. In sum, our findings shed light on how policymakers can increase the benefits from firms' R&D spending and thus foster economic growth and social welfare using these country‐level governance characteristics.     

Experience matters: The role of academic scientist mobility for industrial innovation

Research Summary: A learning‐by‐hiring approach is used to scrutinize scientists' mobility in relation to the recruiting firms' subsequent innovation output. Our starting point is that among firm hires, individuals with university research experience—hired from universities or firms—can be particularly valuable. However, conflicting institutional logics between academia and industry makes working with academic scientists challenging at times for firms. We suggest two solutions to this difficulty: hiring “ambidextrous” individuals with a mix of experience of university research and working for a technologically advanced firm, and a strong organizational research culture in the recruiting firm reflected by the presence of a scientist on the top management team. We track the mobility of R&D workers empirically using patent and linked employer‐employee data. Managerial Summary: An important way to make organizations more innovative is hiring individual researchers with the right types of skills and experience. We show that individuals with university research experience beyond their final degree are particularly likely to help boost firm‐level innovation output after hiring compared to R&D workers with other types of skills and experience. However, to obtain good returns to innovation from hiring such individuals, firms need a university research–friendly organizational culture when hiring individuals with university research experience, from either firms or academia.     

Meta‐analyses of post‐acquisition performance: indications of unidentified moderators

Empirical research has not consistently identified antecedents for predicting post‐acquisition performance. We employ meta‐analytic techniques to empirically assess the impact of the most commonly researched antecedent variables on post‐acquisition performance. We find robust results indicating that, on average and across the most commonly studied variables, acquiring firms' performance does not positively change as a function of their acquisition activity, and is negatively affected to a modest extent. More importantly, our results indicate that unidentified variables may explain significant variance in post‐acquisition performance, suggesting the need for additional theory development and changes to M&A research methods. Copyright © 2003 John Wiley & Sons, Ltd.     

Morphology analysis for technology roadmapping: application of text mining

The practice of technology roadmapping (TRM) has received much attention from researchers and practitioners, to support planning and forecasting in companies and sectors. However, little research has focused on the support of well-organized information for more effective roadmapping and the presentation of in-depth configurations of new products or technology. This paper proposes a roadmapping methodology to assist decision-making by applying a systematic approach based on quantitative data. To this end, key information is extracted from documents such as product manuals and patent documents by text mining, which is then used to identify the morphology of existing products and technology. Morphology analysis (MA) also plays a crucial role in deriving promising opportunities for new development of product or technology by matching product and technology morphology. Therefore, MA-based TRM can enable the effective exploitation of large quantities of significant information that might otherwise be left untapped, supporting innovation by generating a comprehensive set of detailed product and technology configurations. The proposed MA-based TRM approach can be applied to both incremental and radical innovation, supporting both market pull and technology push. The method is illustrated with a detailed example for mobile phones to demonstrate its practical application.     

The Effects of Knowledge Depth and Scope on the Relationship between R&D Alliances and New Product Development

In this study, we extend the new product development (NPD) literature that proposes that firms' knowledge depth, defined as the reuse of well understood technical knowledge, and scope, defined as the use of newly acquired technical knowledge, and new knowledge accessed from R&D alliances all positively impact NPD. Building on the knowledge‐based view of the firm, we posit that the impact of firms' R&D alliances is limited when their internal knowledge depth and scope are adequate for NPD needs. We suggest that although firms form R&D alliances to gain the right to access external knowledge of R&D alliance partners, they are not obligated to invest in resources to integrate external knowledge from R&D alliances. We propose that they wait to see if their internal knowledge depth and scope prove sufficient for NPD. If the external knowledge proves to be unnecessary, firms choose not to invest the resources required to integrate this knowledge with their internal knowledge. Alternatively, we suggest an increased impact of R&D alliances on NPD when firms are more limited in their internal knowledge depth and scope. We propose that when knowledge depth and scope prove insufficient, firms make the additional investments required to integrate external knowledge from R&D alliances with their internal knowledge stock. This reasoning is consistent with real options theory as it has been applied in alliance research, where strategic alliances are characterized as real options. We find support for our hypotheses using panel data of 738 firm year observations for 143 U.S. biopharmaceutical firms operating in 2007. Our study contributes to the NPD literature and suggests new directions for future research.     

Thematic Thinking and Individual Performance in Research and Development

Individuals differ in their preference for processing information on the basis of taxonomic, feature‐based similarity, or thematic, relation‐based similarity. These differences, which have been investigated in a recently emerging research stream in cognitive psychology, affect innovative behavior and thus constitute an important antecedent of individual performance in research and development (R&D) that has been overlooked so far in the literature on innovation management. To fill this research gap, survey and test data from the employees of a multinational information technology services firm are used to examine the relationship between thematic thinking and R&D professionals' individual performance. A moderated mediation model is applied to investigate the proposed relationships of thematic thinking and individual‐level performance indicators. Results show a positive relationship between thematic thinking and innovativeness, as well as individual job performance. While the results do not support the postulated moderation of the innovativeness–job performance relationship by employees' political skill, they show that the relationship between thematic thinking and job performance is fully mediated by R&D professionals' innovativeness. The present study is thus the first to reveal a positive relationship between thematic thinking and innovative performance.     

The (Unknown) Providers to Other Firms' New Product Development: What's in It for Them?

For every inbound activity by a firm in open innovation, a reciprocal outbound activity by another firm must be generated. The reciprocal outbound activities range from transferring of knowledge and ideas to solutions delivered to other firms' new product development projects. This paper names the firms that produce the reciprocal outbound activity for “providers,” and is the first to empirically investigate such providers of ideas, solutions, and technologies for other firms' open innovation activities. The literature review shows a surprising shortage of research on who the providers are, how they engage with other firms, and not least what potential benefits can be achieved from supporting other firms' innovation activities. The paper uses a quantitative survey on Danish small and medium‐sized enterprises (SMEs) carried out in 2010 to identify the providers, the role they take on, and the main benefits the providers gain. This paper finds that firms that are providers are indeed an under‐researched and important phenomenon for firms' innovation activities. Compared to receivers of knowledge, the providers are younger, have a higher R&D intensity, adopt more open innovation practices, have higher absorptive capacity, and fewer barriers toward knowledge sharing as demonstrated by the NIH and NSH syndromes. Finally, although only tentatively, the paper finds that the provider firms are more product innovative compared to nonproviders. The paper further finds that more projects, more embedded relationships, and mutual rather than one‐way exchange relationships significantly raise the probability that a firm experiences a substantial benefit from providing to other firms' new product development projects. The overall ambition of the paper at this point is to inspire other researchers to pursue the agenda on the provider perspective for future research. To support such research, the paper suggests a broadening of the research perspectives from the receiver of knowledge, in the literature on interorganizational relationships and open innovation, to include the provider, and even suggests some preliminary ideas for such research. Hence, the contribution of this paper lies not only in opening a new research topic but also in identifying some first characteristics of the phenomenon adding a substantial perspective to the literature on open innovation and interorganizational relationships. The paper formulates three indicative recommendations for managers that consider becoming a provider to other firms' NPD.     

Situational and institutional determinants of firms' R&D search intensity

Our theory extends the situational considerations explaining firm R&D search intensity beyond the behavioral theory of the firm by including shifts in the focus of attention among bankruptcy, aspirations, and slack. We also allow that search can reflect institutionalized investment patterns within firms and industries. We find stable firm‐specific R&D investment patterns (i.e., institutionalized search) and variations in R&D intensity depending on firms' situations—including performance relative to aspirations, proximity to bankruptcy, and slack. Our empirical results evidence shifts in the focus of attention relevant to explaining R&D search intensity for subsamples of firms in different situations. Copyright © 2007 John Wiley & Sons, Ltd.     

Modes of cooperative R&D commercialization by start‐ups

This study empirically examines the determinants of heterogeneous firm‐level cooperative R&D commercialization strategies. While the volume of interfirm collaboration has increased dramatically in recent decades, the determinants of firm‐level choices among alternate modes of such cooperative activity remain relatively understudied. We develop a conceptual model of factors determining collaborative mode choice at the organizational portfolio level. These factors include the firm‐level appropriation environment, in which deal‐level choices have portfolio‐level spillover implications, as well as governance capabilities developed by the firm over time. Using a random sample of innovating biotechnology start‐ups, we assemble a firm‐year panel dataset that aggregates transaction‐level collaboration data to the firm‐year level, allowing us to characterize firms' portfolios of collaborative deals. We find broad empirical support for our model, suggesting that a firm's appropriation environment and governance capabilities strongly influence portfolio‐level collaboration mode choices. In addition, we explore the implications of governance capability development, finding that experience with particular modes, as well as deviations from existing capabilities, impact firm valuation. Copyright © 2009 John Wiley & Sons, Ltd.     

Innovation Roadmapping: Building Concepts from Practitioners’ Insights

Cartographic roadmaps used for navigating from A to B provide a strong metaphor for innovation roadmaps used at firms for navigating from the present to the future. Now ready to move beyond this metaphor—the pace and proliferation of knowledge on innovation roadmapping have reached a point at which it would be useful to lay out some groundwork for extended theorizing and research in this area. This paper contributes here by reporting on a qualitative inductive research based on documented practitioners’ insights. To better understand the phenomenon of innovation roadmapping (what it is and what it is not) and its impact on innovation performance, this study builds concepts in the context of strategic innovation management theory. Through a systematic analysis of the qualitative data extracted from 12 cases selected from the extant literature, this research found five concepts with common ground in these cases and built a framework in which innovation roadmapping is established by (1) a strategy of time pacing, (2) synchronizing dialogues, and (3) mapping innovation elements to a timeline. Furthermore, the systematic analysis of the documented practitioners’ insights indicates that roadmapping affects either the innovation performance of (4) competitive timing or (5) industry synergy. Overall, this leads to an initial formulation of theory with this conceptual framework and six related propositions. The key insights for innovation managers in industrial firms are that, in striving for competitive timing or industry synergy, roadmapping provides a means to achieve these objectives and, in deploying roadmapping in the organization, dialogue and pacing are critically important.     

Unveiling dimensions of organizational culture: an exploratory study in Malaysian R&D organizations

Previous literature indicated that research and development (R&D) activities are influenced, to a large extent, by the culture of the organization. While these studies have identified elements of culture that are conducive to R&D, identifying the existing dimensions of organizational culture in Malaysian R&D organizations has not been empirically explored. The measures for this study were originally developed for the sole purpose of capturing cultural aspects in R&D organizations in the Malaysian context. These measures were developed based on the relevant issues discovered from exploratory case studies and nine categories of cultural values identified from the literature. A sample of employees (n = 198) from 45 R&D organizations took part in this study. Factor analysis was adopted to uncover common underlying dimensions (factors) of the organizational culture construct. The findings suggest that the organizational culture construct in R&D organizations may best be represented through a structure of eight factors. The eight factors are teamwork and knowledge sharing, empowerment and recognition, conformity and impediments to R&D, risk‐taking, customer orientation, autonomy, social networking, and organizational design. Despite some methodological issues that arose from this study, this model has the potential to become a management instrument to measure the underlying culture in R&D organizations. R&D managers can deploy this model to establish the baseline level of research culture in their respective units and thus provide the foundation for management initiatives to drive R&D activities. This model can also be used as benchmarking parameters when an R&D organization intends to evaluate various aspects of their organizational culture in relation to others that are considered to be leaders in the industry.