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1.
Despite the ongoing search for the so-called silver bullet that provides the ultimate competitive advantage, there is no roadmap showing the “right” way to perform new product development (NPD). What's more, it is highly unlikely that such a formula could be developed. Given the diversity of firms and industries as well as the complexity of the NPD process, no single set of NPD activities or steps can be defined that will be appropriate for all firms. However, Roger J. Calantone, Shawnee K. Vickery, and Cornelia Droge propose that it is possible to develop such a framework within the confines of a specific industry. They suggest that successful companies within an industry are likely to focus on certain essential NPD activities that allow them to achieve the best possible results within the constraints of their market. Their research is directed toward identifying the relationship between the performance of specific innovation-related activities and overall business performance in the furniture industry. This study also assesses the relationship between a firm's performance on an NPD activity and the importance assigned to that activity by the firm's chief executive officer (CEO). With the current emphasis on cross-functional teams, the study also seeks to determine whether performance on a given NPD activity is related to the assignment of responsibility for that activity. The following NPD activities were evaluated for their effect on corporate performance: customization, new product introduction, design innovation, product development cycle time, product technological innovation, product improvement, new product development, and original product development. Compared to their competitors, top performers consistently put more strategic emphasis on each of these activities. All of these activities have a strong positive influence on return on investment (ROI) and ROI growth. What's more, most of the activities also clearly relate to stronger market share, market share growth, return on sales (ROS), and ROS growth. The vision and focus on these essential NPD activities must begin with CEOs who recognize their strategic value. Such leaders will direct appropriate staff and technical resources toward performance of the necessary activities. They will also ensure that the organization is sufficiently flexible to accept the changes in responsibilities for coordination and leadership that are necessary during different stages in the NPD process. To gain the product flexibility necessary for competing in numerous market segments, top performers require greater input and leadership from design, engineering, and manufacturing.  相似文献   

2.
Some scholars have suggested recently that a market‐oriented culture leads to superior performance, at least in part, because of the new products that are developed and are brought to market. Others have reinforced this wisdom by revealing that a market‐oriented culture enhances organizational innovativeness and new product success, both of which in turn improve organizational performance. These scholars do not reveal, however, through which new product development (NPD) activities a market‐oriented culture is converted into superior performance. To determine how critical NPD activities are for a market‐oriented firm to achieve superior performance, our study uses data from 126 firms in The Netherlands to investigate the structural relationships among market orientation, new product advantage, the proficiency in new product launch activities, new product performance, and organizational performance. We focus on product advantage—because product benefits typically form the compelling reasons for customers to buy the new product—and on the launch proficiency—as the launch stage represents the most costly and risky part of the NPD process. Focusing on the launch stage also is relevant because it is only during the launch that it will become evident whether a market orientation has crystallized into a superior product in the eyes of the customer. The results provide evidence that a market orientation is related positively to product advantage and to the proficiency in market testing, launch budgeting, launch strategy, and launch tactics. Product advantage and the proficiency in launch tactics are related positively to new product performance, which itself is related positively to organizational performance. Market orientation has no direct relationship to new product performance and to organizational performance. An important implication of our study is that the impact of a market orientation on organizational performance is channeled through the effects of a market orientation on product advantage and launch proficiency; subsequently through the effects of product advantage and the proficiency in launch tactics on new product performance; and finally through the effect of new product performance on organizational performance. These channeling effects are much more subtle and complex than the direct relationship of market orientation on organizational performance previously assumed. Another implication of our study is that the impact of a market orientation on performance occurs through the launch activities rather than being pervasive to all organizational processes and activities. A reason for this finding may be that NPD is the one element of the marketing mix that predominantly is the responsibility of the firm, whereas promotion and distribution often are in control of organizations outside the firm (e.g., advertising agencies, major retailers) and whereas the channel or the market often dictates the price. Both implications provide ample opportunities for further research on market orientation and NPD.  相似文献   

3.
Superior product performance does not necessarily ensure commercial success. In many industries, companies seek competitive advantage primarily through product innovation. Competition in such markets is based on claims of technological superiority. However, unless a company can clearly establish the superiority of its products in its customers' minds, a differentiation strategy based on relative product performance is likely to be ineffective. This is particularly true in markets characterized by numerous product introductions from many competitors.
Product innovation success declines as the intensity of market competition increases. This may be caused by customers' inability to differentiate products on the basis of functional performance. John H. Friar tests this hypothesis by examining an industry, medical diagnostic ultrasound equipment, that is characterized by frequent product introductions from numerous companies.
Technical experts from the competing manufacturers believe there are differences in the image quality of their equipment and strongly agree on the factors that distinguish better performance. In most cases, however, customers could not distinguish product performance. Ironically, in a market where everyone is competing by improving product performance, product performance innovation alone may not be enough to create meaningful differentiation.
To succeed in such an environment, companies must compete on two levels. Continued emphasis on product innovation is necessary to keep pace with the competition. However, because product innovation alone is not sufficient to provide market differentiation, companies must shift their competitive thrust to other dimensions.  相似文献   

4.
In‐depth interviews with product developers and product development software providers in a previous qualitative phase of research uncovered eight general types of information that are used across the new product development process (strategic, project management, financial, market and customer, wants and needs, technical, competitor, and regulatory information) and three general approaches to managing information in the process (project‐centric, functionally oriented, and fully distributed). This paper presents a second phase of research trying to understand the role that managing knowledge and information plays in developing new products and achieving NPD success. This research phase empirically investigates use of the eight types of information across three general phases of the NPD process in the chemical industry using 81 mail survey responses from marketing and new product development professionals. Respondents were asked to indicate the degree to which each of the eight information types was used in each of the following general phases of new product development: the fuzzy front end, development, and testing and launch. The respondents also provided information on new product development success, information management system sophistication, and innovation strategy. This research makes several contributions to new knowledge. First, this research suggests that information management in product development is even more complex than initially posited in Zahay et al. (2004) , with each of the eight types of information identified being used in each of the three phases of development. Unexpectedly, for all but one type of information use is higher in later stages of the NPD process, even though use of several kinds of information early in the project is associated with increased success. Thus, managers may need to encourage teams to start gathering information from outside the firm earlier than is currently the norm. Second, the results suggest that more sophisticated information management systems are indeed associated with increased use of various different types of information, as expected. Third, more sophisticated information management systems are more highly associated with success than less sophisticated information management systems. These results are important, as most new product development information management systems are limited in their ability to handle complex and non‐quantitative information such as customer wants and needs, as well as strategic, competitor, and regulatory information. However, being able to transmit information on these issues is associated with increased firm performance and project success from these data. Thus, firms need to figure out how to improve their ability to manage and use non‐quantitative information more effectively.  相似文献   

5.
Firms competing in foreign markets can choose to make no changes to the physical product and packaging, called a product standardization policy, which keeps costs low. The main drawback of such a policy is that the product might not satisfy customers. Conversely, firms may choose to modify, or to adapt, the physical characteristics or attributes of a product and its packaging to fit the needs and desires of consumers in different countries better, but this increases development, manufacturing, marketing, packaging, and distribution costs. Though product adaptation is a core aspect of customizing an export market offering, little research has investigated modifying the physical product and packaging. To be successful, an adapted product must add sufficient incremental revenue (through increased sales due to better satisfying customer needs and wants relative to competitive product offerings) such that the additional manufacturing and marketing costs that result from adapting the product are recovered. In this article, a model of the product adaptation process is developed. Using mail surveys, information is gathered from managers in 239 U.S. organizations and 302 South Korean organizations, all of which export products. The goal was to understand better the motivation of firms to adapt their products for export markets as well as the performance implications of adapting products. Furthermore, the model was tested in these two countries to determine if the model is robust and to uncover differences between the United States and South Korea. Using structural equation modeling to analyze the data, a positive association was found between the level of product adaptation and profitability at the project level. Second, U.S. firms appear to be more reactive when adapting products for export markets, doing so when laws and regulations in the export market mandate changes relative to the U.S. market. Conversely, South Korean firms appear to be more proactive and to adapt products even when not required by the governments of export markets. Third, greater international product adaptation is linked to a more responsive marketing organization with customer‐focused practices. Fourth, while a positive link was expected between business unit experience and the extent of international product adaptation, inconsistent results were found between the two country samples. For U.S. firms, it was found that greater experience in international business and product design capability is linked to a higher level of international product adaptation. For South Korean firms, however, a negative relationship was found. Greater international product adaptation occurred with less international business and product design experience. These findings are discussed, and areas for future research are noted.  相似文献   

6.
A considerable body of research informs the relationship of product innovativeness with firm and environmental variables as well as the impact of product innovativeness on product financial success. While providing significant insight, the extant literature exhibits conflicting findings that raise questions as to how, specifically, product innovativeness contributes to product financial performance. This study ties together several streams of research related to the product innovativeness construct to enhance understanding of the product innovativeness—product financial performance relationship. The product innovativeness construct is deconstructed by conceptualizing the relationships among three dimensions of product innovativeness: technological discontinuity, marketing discontinuity, and customer discontinuity. Product innovativeness is distinguished from product advantage, and the relationships among product innovativeness dimensions, product advantage, and product financial performance are empirically tested. The results reveal that, indeed, product innovativeness consists of three separate dimensions that exhibit no or moderate correlations with product advantage. Furthermore, product advantage positively and marketing discontinuity negatively influence product financial performance. Finally, the study also examines how project protocols impact the product innovativeness dimensions. Project protocols, also known as product definitions, describe the general parameters a new product should exhibit (i.e., target segments, product functions and features, base technology, pricing, communication and distribution channels, and required resources) as well as the priorities of the general parameters. Because they guide product design and set priorities and have been found to be a dominant driver of product financial performance, project protocols are important. The present study enhances understanding of how project protocols influence the dimensions of product innovativeness, finding that project protocols positively impact product financial performance indirectly through product advantage and marketing discontinuity.  相似文献   

7.
The proliferation of interconnectivity and interactivity through Internet‐based technologies enables new forms of support for new product development. This paper analyzes idea markets, which use widely distributed knowledge, the power of markets, and the Internet to support the crucial initial tasks of the new product development process, including the sourcing, filtering, and evaluation of new product ideas. Idea markets employ virtual stocks to represent new product ideas and allow participants to suggest and trade new product ideas in a virtual marketplace. This paper empirically explores the performance of idea markets in a real‐world field study at a large, high‐tech business‐to‐business company that includes more than 500 participants from 17 countries and features various idea sourcing tasks. The results indicate that idea markets are a feasible and promising method to support the fuzzy front end of the new product development process. Idea markets offer a platform and formal process to capture, select, and distribute ideas in an organization, which motivates employees to communicate their ideas to management. By effectively sourcing and contemporaneously filtering, idea markets help reduce the number of ideas brought to management's attention to those that seem worthy of further consideration. Because idea markets also have the ability to source many ideas, they can increase efficiency at the fuzzy front end of the new product development process.  相似文献   

8.
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.  相似文献   

9.
Although previous research has investigated the concept and contents of new product performance, there is still no consensus about the managerial decisions that constitute a launch strategy and how such decisions impact new product performance. The research objective for the present investigation is to assess the impact of launch strategy and market characteristics on new product performance and to test the stability of this impact across consumer and industrial products. Data were collected on 272 consumer and industrial new products in The Netherlands through a mail questionnaire approach. We based our definition of a launch strategy on an extensive literature review and interviews with managers. Our conceptualization of new product performance represented two dimensions, namely, market acceptance and product performance. The market acceptance dimension reflects the new product's market position and sales levels. The product performance dimension refers to the quality and technical performance level of the new product. This richer specification of the dependent variable provides a better view on which launch decisions impact which dimensions of new product performance. The impact of launch strategy was higher for market acceptance than for product performance, overall and for both consumer and industrial subsamples separately. In line with results from recent studies, overall, market acceptance is influenced by the product's innovativeness, timing of market entry, breadth of assortment, branding, pricing, the objective of increasing market penetration, and competitor reactions. Product performance is influenced by the product's innovativeness, breadth of assortment, and by the objective of using an existing market. Analyzing the consumer and industrial products separately showed that the general picture of launch decisions and their impact on the dependent variables was comparable across the total sample and both subsamples, indicating that heterogeneous samples in new product launch research may not cause major interpretation problems. Second, the analyses revealed that some launch decisions are more important in attaining new product success for consumer products than for industrial products, and vice versa. While these decisions do not lead to contradicting results in the samples, they show that some decisions may be especially relevant for only consumer or industrial products. We discuss research and managerial implications of the results.  相似文献   

10.
本文利用2009~2013年高技术产业统计年鉴数据,考察了自主创新、技术引进和投资拉动对中国高技术产业发展的影响和作用,研究发现:投资拉动、自主创新和技术引进都能显著推动高技术市场化;投资拉动和技术引进能够有效促进高技术产业化;技术引进对高技术国际化的正向推动作用比较明显。结果说明,创新驱动和投资拉动是我国高技术产业发展的重要动力来源,但是对高技术产业发展不同层面有着不同的影响和作用。研究结论和相关建议为中国高技术产业发展实践提供参考与借鉴。  相似文献   

11.
For many firms, emphasizing the importance of market orientation has taken on a mantra-like quality. Mission statements and memos, policies, and procedures all highlight the importance of staying in touch with the customer. It is also widely assumed that the relationship between market orientation and new product performance depends on environmental conditions and product characteristics. To date, however, little empirical evidence has been presented to support the assumption that market orientation influences new product performance. Kwaku Atuahene-Gima addresses this research need in a study of 275 Australian firms. In addition to exploring the relationship between market orientation and new product development activities and performance, his study examines the effects of environmental conditions and product characteristics. Specifically, the study investigates whether the relationship between market orientation and new product performance depends on the degree of product newness to customers and the firm; the intensity of market competition and the hostility of the industry environment; and the stage of the product life cycle at which the new product was introduced. The survey results provide strong support for the basic proposition that market orientation influences new product performance and development activities. The results show a strong positive relationship between market orientation and a new product's market performance. Market orientation is also shown to have a strong positive effect on proficiency of predevelopment activity, proficiency of launch activity, service quality, product advantage, marketing synergy, and teamwork. Although market orientation is generally found to be an important factor in the success of new products, its influence varies depending on the type of new product—that is, radical versus incremental. Market orientation appears to have greater influence on new product performance when the product represents an incremental change to both the customers and the firm. However, this does not mean that a market-oriented approach is unnecessary in the development of radically hew products. Market orientation also has a greater effect when the perceived intensity of market competition and industry hostility are high, and during the early stage of the product life cycle. Because market competition and industry hostility typically intensify as the product life cycle progresses, these findings suggest that the effects of market orientation are pervasive. In other words, managers should not limit their expectations of market orientation to specific projects or specific stages of the development process and product life cycle.  相似文献   

12.
Using historical cost data, we simulate the California electricity market after deregulation as a static Cournot market with a competitive fringe. Our model indicates that, under the pre-deregulation structure of generation ownership, there is potential for significant market power in high demand hours, particularly in the fall and early winter months when hydroelectric output is at its lowest level relative to demand. The results also show that two of the most important factors in determining the extent and severity of market power are the level of available hydroelectric production and the elasticity of demand.  相似文献   

13.
This paper examines collaborative ventures leading toward the launch of new products in the pharmaceutical industry. These collaborative ventures are one of the most underresearched areas in the new product literature, yet the preponderance of these collaborative ventures makes it an area of great importance for scholars and practitioners alike. As such, the purpose of the study is to examine why some collaborative projects produce a favorable outcome (the launch of a product) whereas others do not. That is, what characteristics of partner firms in the collaborative ventures and what characteristics of the partnership lead to a successful launch of a new product in the pharmaceutical industry? Secondary data from the pharmaceutical industry are employed in a multinomial logit model. Data from 128 collaborative ventures from 1980 to 2004 are used in the analysis. The partner firms in the collaborative ventures are from various industries ranging from malt beverages to pharmaceutical preparations to electronic and other equipment among others. Of the 128 collaborative ventures, 66 were successful in leading to a new product launch, whereas 62 did not result in the launch of a new product. The results from the multinomial logit analysis suggest that combined marketing resources of parent companies, combined technological intensity of parent companies, and combined asset bases of parent companies contribute to the likelihood of an eventual product launch in a collaborative venture. However, the results of the analysis show that contrary to expectations, technological complementarity of partners in the collaborative venture is not a significant predictor of successful new product launch. The results of the study suggest certain aspects for managers to consider when establishing collaborative ventures. To maximize the possibilities of the collaborative venture leading to the successful launching of a new product, managers should be concerned with the resources potentially available to partners in the collaborative venture from parent firms. These resources are not only of financial nature but also of technological nature. The existence of these resources does not ensure provision of resources to the collaborative venture; however, without the possibility of these resources it appears that successful launch of a product is less likely.  相似文献   

14.
15.
Product development teams often face the challenge of designing radically new products that cater at the same time to the revealed tastes and expectations of existing customers. In new product development projects, this tension guides critical choices about continuity or change concerning product attributes and team composition. Research suggests these choices interact, but it is not clear whether they are complements or substitutes and if the level of change in one should match or not the level of change in the other. In this article, we examine the interaction between product attribute change, team change, and a new team-level factor, which we term stream concentration, as it captures differences among team members in terms of familiarity with the knowledge domain of the new product being developed. We measure stream concentration as team members’ prior NPD experience within a given set of products and assess its impacts on the management of change in new product development projects using longitudinal data from the music industry. We analyze 2621 new product development projects between 1962 and 2008 involving 34,265 distinct team members. Results show that stream concentration is a critical factor in new product development projects that, together with product attributes and team composition, affects new product performance. We discuss implications for research and practice.  相似文献   

16.
To date only a limited number of product development studies have examined the construct of department status. These studies mostly report that departments can reflect different levels of status among themselves during product development activities and that often the marketing department reflects greater status. These studies do not clarify the role that department status may pose for product development performance and product management performance. Some research would suggest that department status has a direct effect on performance, while other research would suggest that department status has an indirect effect on performance. The present study investigates whether the bestowing of department status is important to product development performance and product management performance, and, if so, how? Based on empirical results from a cross‐industry study involving 668 marketing, manufacturing, and R&D managers, department status is found to have a significant indirect effect on product development and product management performance. Results further show that equal status among the three departments of marketing, manufacturing, and R&D correlates with higher levels of interdepartmental collaboration, which in turn manifests the benefits of higher levels of performance. Interdepartmental collaboration is therefore shown to be a mediating variable between department status and performance. The empirical results of this study suggest that no one department should dominate the product development effort and/or product management effort. While study data tend to correspond with prior studies in that the marketing department tends to reflect higher status compared to R&D and manufacturing, simply bestowing more status to marketing (or to another department for that matter) does not appear to be a proper course for facilitating interdepartmental collaboration nor for manifesting higher product development performance. Rather, equal status across marketing, manufacturing, and R&D departments appears to represent the proper course of action to establish collaboration between these three departments and subsequently to reap the benefits of higher performance. Given the exploratory nature of this study, subsequent study is warranted. Avenues for future research along with tentative managerial implications are discussed.  相似文献   

17.
A continuous flow of new products is the lifeblood for firms that hope to remain competitive in high-technology industries such as telecommunications. Faced with rapidly shrinking product life cycles, these firms must aggressively pursue the quest for more effective new product development (NPD). Ongoing success in such industries is dependent on choosing the right mix of new product strategy, organizational structure, and NPD processes. Rather than considering the interrelationships among these success factors, however, most previous studies of NPD have examined these issues individually. This shortcoming is compounded by the fact that past studies of NPD have typically cut across industry lines. Gloria Barczak addresses these problems by proposing that a firm's choice of new product strategy, structure, and process are interrelated, as are the effects of those choices on NPD performance. Because these choices and their effects also may be dependent on the unique characteristics of the industry in which a firm competes, her study focuses exclusively on firms in a specific, high-technology industry, telecommunications. The study finds that no single NPD strategy, in and of itself, stands out as being better than any other for the telecommunications industry. Instead, it appears that a company's focus should be on ensuring the best possible fit between its chosen NPD strategy and its corporate goals and capabilities. In keeping with the current focus on cross-functional teams, the study results indicate that project teams and R&D teams are the most effective means for organizing NPD efforts in the telecommunications industry. Perhaps not surprisingly, R&D teams are more important for first-to-market firms than they are for fast followers and late entrants. An R&D team provides the technical skills necessary for playing the role of pioneer. Regardless of the firm's NPD strategy and structure, the presence of a product champion is an important element in the success of new product efforts. In an era of rapid, technological advances, idea generation and screening efforts are essential to the success of telecommunications firms. To ensure that they do not fall into the trap of introducing technology for technology's sake, pioneering and fast-follower firms in particular must recognize the importance of staying in touch with their markets. Such market-oriented activities as customer prototype testing and concept definition and testing can help these firms ensure that their technological developments are in line with customer needs and requirements.  相似文献   

18.
An Investigation into the New Product Process: Steps, Deficiencies, and Impact   总被引:12,自引:0,他引:12  
In a comprehensive study of 252 new product histories at 123 firms, Robert Cooper and Elko Kleinschmidt looked critically at the new products management process. Each company was shown a set of 13 activities which formed a general "skeleton" of a new product process. This article examines how this structure was modified by the companies and how well various stages of the process were reportedly executed. The results show a variety of practices among the surveyed companies. While the presence of activities cannot guarantee successful new products, certain activities were singled out as particularly weak. Firms should consider placing more emphasis on market studies, initial screening activities, and preliminary market assessment. The article provides a thoughtful assessment of the level of implementation of current practices in new products management.  相似文献   

19.
The ability to break even faster on new product projects is becoming increasingly critical for firms in fast‐moving industries where continually reinvesting in research and development efforts matters greatly for survival. However, most research to date has focused on studying the impact of two primary innovation outcomes: sales and profits. The exclusive emphasis on sales and profit may be warranted for certain types of goods such as durable goods, but when examining the effects of new products in fast‐moving consumer goods or in the entrepreneurial sphere, where cash to cash matters greatly for survival, it is critical for both researchers and practitioners to not only consider the profits and sales generated by the new product but also the time to breakeven. This paper develops a theoretical framework using the competency‐based literature to examine the effects of innovation drivers (customer idea source, speed to market, product quality, and product newness) on breakeven time (BET) and project profits, and their subsequent impact on firm performance. A three‐stage least square estimation method was employed using longitudinal data on 945 new product development projects and launches in the morning (breakfast) foods category. The results clearly pinpoint that for successful product innovation, managers need to consider the time taken to breakeven on new product development. Specifically, the results demonstrate that speed to market and product quality shorten BET, but customer idea source extends BET. Second, the analysis also empirically demonstrates that BET is an equally effective predictor of firm performance as project profits in the short run, but significantly a stronger predictor of firm performance in the long run (t + four years), suggesting that BET should be regarded as a superior leading indicator of firm performance versus product profitability for fast‐moving consumer goods segment. This is an important finding that suggests firms that recoup their cash investments more quickly experience greater short‐term and significantly more long‐term success.  相似文献   

20.
We present the results of an empirical study of research and development in the semiconductor industry. The study aimed to understand the drivers of innovation performance in an environment characterized by close links to science and a combination of technical novelty and manufacturing complexity. The data reveal substantial differences in research and development (R&D) performance, and R&D performance improvement, between firms. Analysis of our field observations suggests that these differences are associated with the use of experimentation and experience in guiding technology choices, matching options provided by scientific developments with the complex requirements of evolving production environments. We describe the technology choice process in some detail, and examine its nature in both U.S. and Japanese industrial settings.  相似文献   

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