"Managing" Learning by Doing: An Empirical Study in Semiconductor Manufacturing

This article examines the contributions of human resource and organizational practices to the development and supply chain management interface. It addresses this issue in the context of the semiconductor industry by highlighting the importance of these practices for learning‐based improvement in manufacturing. One of the most important factors for competitiveness in the semiconductor industry is the ability to manufacture new process technologies with high yields and low cycle times. The more effective management of new process technologies within the manufacturing facility aids firms in managing production costs, volumes, and inventories. Efficient management of new process development and introduction translates into enhanced internal supply chain management performance by improving the design of internal workflows, manufacturing performance, and the acquisition and installation of new manufacturing processes. Because much of the knowledge that underpins semiconductor manufacturing is idiosyncratic, however, firm‐level differences in human resource and organizational practices are likely to have consequences for performance. The article derives learning curve models of the rate of improvement in manufacturing yield (i.e., the rate of learning) and cycle time (i.e., the speed of production) following the introduction of a new process technology in a manufacturing facility. It then tests the influence of the use by semiconductor manufacturers of teams for problem solving and intrafirm knowledge transfer, the level of internal adoption of information technology (IT), and more extensive and effective workflow and production scheduling systems on manufacturing performance. It finds that the manners in which semiconductor manufacturers allocate engineering resources to problem‐solving activities, utilize information technology in the manufacturing facility, schedule production, and control the “shop floor” influence the levels and rates of improvement in both manufacturing performance measures. The article makes several contributions to the literature on product and process development and, accordingly, to research on the product development/supply chain interface. In particular, the model of organizational‐based learning provides a better understanding of the determinants of learning‐based performance improvement. In particular, better manufacturing performance results not strictly from greater cumulative volume but also from the actions of managers that affect the organization of establishment‐level problem‐solving activities and information exchange. The article also demonstrates that human resource and organizational practices in both the development and the adoption of new process technologies improve manufacturing performance by accelerating new product introduction, improving workflow, and enhancing the efficiency of manufacturing processes.     

Is doing more doing better? The relationship between responsible supply chain management and corporate reputation

Responsible supply chain management (RSCM) can help protect a firm's corporate reputation by shielding it from negative media attention and consumer boycotts. RSCM can also enhance a firm's corporate reputation, which allows firms to secure business contracts and penetrate new market segments successfully. This study empirically examines: (i) the extent to which responsible supply chain management practices is driven by a desire to protect corporate reputation; and (ii) whether responsible supply chain management can enhance corporate reputation and thereby generate competitive advantage to the firm. We draw on primary and secondary datasets across seven firms, spanning the publishing, technology, beverage, tobacco, finance and home improvement sectors. We find compelling evidence to suggest that firms often engage in RSCM due to a desire to protect corporate reputation. Similarly, we find empirical evidence to suggest that responsible supply chain practices can enhance reputation and thereby create competitive benefits, although this link is not as profound as the relationship between RSCM and reputation protection and there are significant variations across industries. These findings have significant implications for marketing theory and, in particular, industrial marketers, who are increasingly expected to implement responsible supply chain practices.     

In Chains? An Empirical Study of Antecedents of Supplier Product Development Activity in the Automotive Industry*

In the literature on interorganizational collaboration in product development, considerable attention is given to supplier role classifications. Such classifications often link to a supplier's position in the overall supply chain, but the claim that this position has a substantial impact on its product development activities has seldom been empirically validated. The results from the present survey among Swedish automotive suppliers demonstrate that supplier product development activity is significantly affected by the position of the supplier in the supply chain and the supplier's strategic focus on innovation. While the latter has a stronger impact on product development activities, there is also an interaction effect implying that the effects of a supplier's innovation strategy are contingent on its supply chain position. Contrary to expectations, customer development commitment does not have any significant direct effect on supplier product development activities. Instead, this relation is fully mediated by supplier innovation strategy. These findings imply that, in contrast to conventional wisdom, product development activities are not strictly organized in “chains.” Although supply chains can be useful metaphors for understanding the distribution of regular production activities between firms, they arguably apply less to the distribution of product development activities.     

Product Change Intensity, Product Advantage, and Market Performance: An Empirical Investigation of the PC Industry

Product change decisions, such as the frequency of new product introductions, can impact product performance characteristics, sales, and market share of several generations of products and, therefore, a firm's long‐term survival and growth. The purpose of this study was to explore the impact of a firm's product change frequency, also referred to as product change intensity. A conceptual model linking a firm's product change intensity to its product advantage—and, in turn, to its market performance—with strategic product change orientation and technology competence as moderating effects, was used as a foundation for the study's hypotheses. These were tested using hierarchical and linear regressions, based on survey data collected from 55 U.S. companies in the personal computer (PC) industry. The analysis confirmed that a PC firm's product rate of change is positively associated with its product advantage and that its product advantage, in turn, is positively associated with its market share and growth performance. However, the hypothesized moderating effects were not confirmed. Rather, a firm's product change orientation and its level of technology competence are more likely to have a direct impact on product advantage. The implications of these findings are that, in general, firms that release new products frequently will have them viewed more favorably by the market than products with lower change intensities. Also, firms with higher levels of competence in the product technology domain tend to create products with greater market attraction. Finally, more radical changes to PC product architectures may pay off better than relatively minor changes. These results may not apply to other industries due to the specific design of personal computers and the nature of this fast‐paced market. Neither do the findings necessarily apply to all firms regardless of those firms' specific product and market strategies. More research is necessary to understand how a firm's adopted strategy, and the industry in which it operates, affect the relationships demonstrated in this study.     

Strategic marketing in global supply chains: Four challenges

Supply chain management has emerged as a critical arena in which firms can find significant cost reduction opportunities, giving them a cost advantage over competitors. When supply chain management orientations are adopted by several firms in a supply chain, together they can significantly reduce supply chain costs pitting supply chain against supply chain. However, the pursuit of cost savings opportunities is not the only objective of supply chain management. Superior supply chain management can facilitate marketing strategy and lead to the creation of superior customer value, satisfaction, and loyalty, which in turn lead to improved product profit margins, overall firm profitability, and overall corporate growth. However, marketing strategy is problematic in global supply chains. Specifically, four significant strategic marketing challenges exist that relate to the development and execution of marketing strategy in global supply chains. This article draws attention to these challenges to stimulate managerial and research efforts that will move marketing strategy through the 21st century.     

Differential Potency of Factors Affecting Innovation Performance in Manufacturing and Services Firms in Australia

Whether or not industrialized nations are experiencing a fundamental shift from a manufacturing- to a service-based economy may be a matter of debate. However, the service sector is clearly growing at an explosive rate, particularly in comparison with manufacturing. With this in mind, we need to better understand how the successful development of new services differs from that of new products. Such understanding requires identifying the critical success factors for new service development (NSD), as well as contrasting them with the factors underlying successful new product development (NPD). Kwaku Atuahene-Gima describes the results of a study comparing the innovation activities of Australian services firms and manufacturers. The study explores managers' perceptions of the factors necessary for successful NSD and NPD. In addition to comparing the differing perceptions of managers of services firms and manufacturers, the study highlights implications of these differences for managers striving for improved NSD. Services and manufacturing firms focus on similar factors for improving innovation performance. However, the relative importance of those factors depends on the type of firm. The critical factor for services—the importance accorded to innovation activity in the firm's human resource strategy—ranks third in importance for manufacturers. Manufacturers focus primarily on product innovation advantage and quality. In contrast, service innovation advantage and quality ranks third in importance for service firms. Surprisingly, technology synergy is found to have a negative effect on new service performance. If a new service is a close fit with a firm's current technologies, competitors will likely be able to quickly imitate the new service. As a result, NSD efforts based on technology synergy will not provide a competitive advantage. Compared to manufacturers, successful service firms must place greater emphasis on the selection, development, and management of employees who work directly with the customer. Through effective self management, these contact personnel shape the quality of the customer relationship. In addition, their close contact and potentially long-term relationships with customers make such employees an important source of new ideas in the firm's NSD process. Such relationships also cast contact personnel in a make-or-break role in the launching of new services.     

Help or Hindrance? Causal Ambiguity and Supplier Involvement in New Product Development Teams

Suppliers are increasingly being involved in interorganizational new product development (NPD) teams. Successful management of this involvement is critical both to the performance of the new product and to meeting the project's goals. Yet the transfer of knowledge between buyer and supplier may be subject to varying degrees of causal ambiguity, potentially limiting the effect of supplier involvement on performance. Understanding the dynamics of causal ambiguity within interorganizational product development is thus an important unanswered empirical question. A theoretical model is developed exploring the effect of supplier involvement practices (supplier involvement orientation, relationship commitment, and involvement depth) on the level of causal ambiguity experienced within interorganizational NPD teams, and the subsequent impact on time to competitor imitation, new product advantage, and project performance. The model also serves as a test of the paradox that causal ambiguity both inhibits imitation by competitors, but adversely affects organizational outcomes. Survey data collected from 119 research and development‐intensive manufacturing firms in the United Kingdom largely support these hypotheses. Results from structural equation modeling show that supplier involvement orientation and long‐term relationship commitment lower causal ambiguity within interorganizational NPD teams. The results also shed light on the causal ambiguity paradox showing that causal ambiguity during interorganizational NPD decreases both product and project performance, but has no significant effect on time to competitor imitation. Instead, competitor imitation is delayed by the extent to which the firm develops a new product advantage within the market. A product development strategy based upon maintaining interfirm causal ambiguity to delay competitor imitation is thus unlikely to result in a sustainable competitive advantage. Instead, managers are encouraged to undertake supplier involvement practices aimed at minimizing the level of knowledge ambiguity in the NPD project, and in doing so, improve product and project‐related performance.     

Which ties matter when? the contingent effects of interorganizational partnerships on IPO success

This paper investigates the contingent value of interorganizational relationships at the time of a young firm's initial public offering (IPO). We compare the signaling value to young firms of having ties with two types of interorganizational partnerships: endorsement relationships such as those with venture capital firms and investment banks, and strategic alliance partnerships. We propose that, under different equity market conditions, potential investors in an issuing firm attend to different types of uncertainty; attention to these different types of uncertainty affects investors' perceptions of the relative value of a young firm's different kinds of endorsements and partnerships and, hence, IPO success. Results from a sample of young biotechnology firms show that ties to prominent venture capital firms are particularly beneficial to IPO success during cold markets, while ties to prominent investment banks are particularly beneficial to IPO success during hot markets; a firm's strategic alliances with major pharmaceutical/health care firms did not have such contingent effects. Implications for understanding the contingent value of interorganizational ties are discussed. Copyright © 2003 John Wiley & Sons, Ltd.     

Evolutionary diffusion: internal and external methods used to acquire encompassing,complementary, and incremental technological changes in the lithotripsy industry

This study links theories concerning methods that firms use to acquire technology with theories concerning types of technological change. We place particular emphasis on interorganizational relationships. We predict that firms will often acquire know-how needed for encompassing technological change through equity-based arrangements with other organizations, complementary technological changes through nonequity interorganizational arrangements, and incremental changes through internal R&D. Our theory draws on perspectives that emphasize the need to develop new competencies within a business organization and to protect the value of existing competencies. Our empirical analysis examines methods of technology acquisition that firms have used in the commercialization of medical lithotripters, which are devices that fragment stones in the kidney and gall bladder. The analysis contributes to a better understanding of how technology acquisition methods vary with the manner in which technological change relates to a firm's existing capabilities. The study also helps develop our understanding of the evolutionary processes by which capabilities diffuse through an industry. © 1998 John Wiley & Sons, Ltd.     

Efficient versus Responsive Supply Chain Choice: An Empirical Examination of Influential Factors

Contemporary strategies in operations management suggest that successful firms align supply chain assets with product demand characteristics in order to exploit the profit potential of product lines fully. However, observation suggests that supply chain assets often are longer lived than product line decisions. This suggests that alignment between supply chain assets and demand characteristics is most likely to occur at the time of initial market entry. This article examines the association between product demand characteristics and the initial investment in a supply chain at the time of market entry. We characterize supply chains as responsive or efficient. A responsive supply chain is distinguished by short production lead‐times, low set‐up costs, and small batch sizes that allow the responsive firm to adapt quickly to market demand, but often at a higher unit cost. An efficient supply chain is distinguished by longer production lead‐times, high set‐up costs, and larger batch sizes that allow the efficient firm to produce at a low unit cost, but often at the expense of market responsiveness. We hypothesize that a firm's choice of responsive supply chain will be associated with lower industry growth rates, higher contribution margins, higher product variety, and higher demand or technological uncertainty. We further hypothesize that interactions among these variables either can reinforce or can temper the main effects. We report that lower industry growth rates are associated with responsive market entry, but this effect is offset if growth occurs during periods of high variety and high demand uncertainty. We report that higher contribution margins are associated with responsive market entry and that this effect is more pronounced when occurring with periods of high variety. Finally, we report that responsive market entry also is correlated positively with higher technological demand uncertainty. These results are found using data from the North American mountain bike industry.     

Knowledge Sharing in Interorganizational Product Development Teams: The Effect of Formal and Informal Socialization Mechanisms*

Working collaboratively with suppliers is increasingly cited as a “best practice” in product development. The importance of sharing knowledge between buyer and supplier in this context has been well recognized, although comparatively little research exists on the interorganizational socialization mechanisms that facilitate it. The present research proposes and tests a theoretical model of the impact of formal and informal socialization mechanisms on the level of knowledge sharing within interorganizational product development projects and the subsequent effect on buyer firm performance. Results from this study of 111 manufacturing organizations in the United Kingdom largely support its hypotheses. It is revealed that informal socialization mechanisms (e.g., communication guidelines, social events) play an important role in facilitating interorganizational knowledge sharing, whereas formal socialization mechanisms (e.g., cross‐functional teams, matrix reporting structures) act indirectly through informal socialization to influence knowledge sharing. The results also show that interorganizational knowledge sharing is positively associated with supplier contribution to development outcomes, which, in turn, improves buyer product development performance and, ultimately, financial performance. Product development managers are encouraged to build social ties between interorganizational development teams to increase the flow of knowledge and to improve both product development outcomes and financial performance.     

The effect of governance modes and relatedness of external business development activities on innovative performance

This study examines how different governance modes for external business development activities and venture relatedness affect a firm's innovative performance. Building on research suggesting that interorganizational relationships enhance the innovative performance of firms, we propose that governance modes and venture relatedness interact in their effect on innovative performance. Analyzing a panel of the largest firms in four information and communication technology sectors, we find that degree of relatedness for corporate venture capital investments, alliances, joint ventures, and acquisitions influences their impact on innovative performance. Copyright © 2008 John Wiley & Sons, Ltd.     

The Paradox of Openness: How Product and Patenting Experience Affect R&D Sourcing in China?

External R&D sourcing may help firms compete in an environment characterized by rapid technological changes. Yet, prior studies have produced conflicting findings on how a firm's technological experience affects the extent to which the firm engages in external R&D sourcing. Although many highlight that firms with extensive technological experience are equipped with more technological knowledge, collaborative skills, and absorptive capacity, encouraging greater levels of external R&D, others suggest the opposite due to potential exchange hazards and partnership conflicts. Adopting an external partner's perspective, the current study reconsiders this “paradox of openness” by analyzing how a focal firm's product experience and patenting experience affect an external partner's tendency to provide external R&D services to the focal firm. Specifically, this study explore how a focal firm's knowledge protectiveness and tacitness embedded in its product and patenting experience influences the external partners' motivation for knowledge transfer. This study predicts that a firm's product experience increases the focal firm's external R&D sourcing because it provides high levels of knowledge tacitness and external openness and can encourage external partners to share and exchange knowledge with the focal firm. In contrast, a firm's patenting experience decreases the focal firm's external R&D sourcing because it denotes knowledge explicitness and protectiveness and may discourage external partners to share and exchange knowledge with the focal firm. This study further predicts that patenting experience has a negative moderating effect on the relationship between product experience and external R&D sourcing. Using a data set of 575 high‐tech firms in China, this study finds support for our predictions. Our findings contribute to the growing literature on the knowledge‐based view and technology entrepreneurship in emerging markets.     

Horizontal alliances as an alternative to autonomous production: product expansion mode choice in the worldwide aircraft industry 1945–2000

This study investigates why firms choose to undertake product expansion through alliances with competitors rather than on their own. We highlight product heterogeneity as a determinant of this make or ally choice. We propose that firms turn to horizontal alliances in order to implement product expansion projects that require greater resources than those available to them. More precisely, we hypothesize that a firm is more likely to launch a new product through a horizontal alliance rather than autonomously when the resource requirements of the project are greater, the resources available to the firm are more limited, there is a mismatch between resource endowment and requirement, and the firm's collaborative competence allows it to better cope with the interorganizational concerns that collaboration with competitors raises. We find support for our arguments on a sample of 310 new aircraft developments launched between 1945 and 2000, either by a single prime contractor or as a horizontal alliance in which prime contractorship is shared with another industry incumbent. Copyright © 2009 John Wiley & Sons, Ltd.     

Customer value propositions as interorganizational management accounting to support customer collaboration

New technology-based firms aim to create commercially successful products and services based on new technology. For example a startup company may be founded to commercialize a particular technology developed by a university. One of the key challenges is to identify which products and services are valuable for customers. However, the relevant knowledge is typically dispersed across the technology firm and potential customers. This study explores how, in this context, interorganizational management accounting may support companies to collaborate and integrate knowledge. First, drawing on business marketing literature, a customer value proposition is conceptualized as a form of interorganizational management accounting. Second, several case studies demonstrate how calculations of customer value were made by new technology-based firms, and they show that these firms had implemented particular offering changes that were informed by specific insights obtained from their calculations of customer value. Third, the study offers a theoretical lens for understanding the potential role of customer value propositions as integrating devices for managing knowledge across boundaries.     

The Influence of Digital Design and IT on Modular Product Architecture

The architecture of a product is the design and specification of inherent subsystems, components, and interfaces between subsystems. Well‐defined interfaces allow the development of standardized subsystems that may be shared across product lines, e.g., technology platforms. Past research shows the benefits of modular product architecture in terms of improving cost of goods through common components and materials as well as improving development time cycles for derivative products. Product architecture does not occur by accident; it must be engineered and implemented. This study explores the impact of digital design and information technology (IT) on the development of modular product architectures. Through an empirical study of 122 firms and follow‐up interviews with several respondents, we study the impact of digital design tools and IT infrastructure on the development of modular product architecture and overall project outcomes. The results indicate that a firm's IT infrastructure has a strong, significant relationship with the development of modular product architecture. The findings also show a strong, positive relationship between the development of modular product architecture and project outcomes. However, in contrast to the common perception that digital design tools enhance R&D productivity and effectiveness, we do not find a significant relationship between digital design tool usage and modular product architecture or overall project outcomes. The findings suggest that digital design tools and their organizational implementation need improvement in up‐front new product development phases.     

Giving fish or teaching to fish? An empirical study of the effects of government research and development policies

This study compares how government research and development (R&D) subsidy and knowledge transfer from universities and public research institutions stimulate a firm's new product development. More importantly, we emphasize that the effects of these governmental R&D policies on new product development can be achieved not only directly, but also via a mediating role – a firm's innovation capability. Furthermore, we test how other external knowledge sources (such as knowledge from universities and public research institutions) interact with government R&D support to stimulate new product development. The results, based on an investigation of 270 Chinese firms, suggest that both government R&D subsidy and knowledge transfer from universities and public research institutions enhance new product development. The results also show that although government R&D subsidy and knowledge transfer from universities and public research institutions has a direct impact on new product development, innovation capability does mediate the above relationships. Moreover, unlike the findings that other external knowledge sources have a direct influence on new product development as indicated by the previous literature, our findings suggest that external knowledge sources substitute with the government R&D subsidies and complement with knowledge transfer from universities and public research institutions. The results confirm the old sayings that teaching to fish (knowledge transfer from universities and public research institutions can complement with other external knowledge sources) is much better than giving fish (government R&D subsidies substitute other external knowledge sources). This paper enriches current literature of government R&D support policies to firm new product development by providing empirical evidences.     

What drives post-adoption usage? Investigating the negative and positive antecedents of disruptive technology continuous adoption intentions

This article focuses on the pre-adoption antecedents of disruptive technology continuous adoption intentions at the firm level. Understanding how to make a quality adoption decision, as measured by the firm's satisfaction and intention to continue using the technology after the initial adoption phase, is of critical importance for a buying manager. Given this challenge, a model for disruptive technology continuous adoption intention is proposed that considers the following: pre-adoption interorganizational trust, mimetic competitor pressures, normative supplier pressures, efficiency motives, searching efforts, and post-adoption satisfaction. This model was tested using survey results from 211 recent purchasing managers of a cloud computing service, an emerging disruptive technology. Interestingly, normative pressures from supplying firms prior to adoption led to lower user satisfaction and, consequently, lower intentions to continue adopting and using the technology. Moreover, these pressures were driven by pre-adoption levels of interorganizational trust and mimetic pressures from competitors. Potential adopting managers of a disruptive technology should instead be driven by efficiency-oriented motives and actually aim to increase their searching efforts in order to better understand the disruptive technology prior to adoption. These findings add to prior literature demonstrating the complex interplay of external pressures and internal motives on technology adoption strategies.     

Supportiveness of Organizational Climate, Market Orientation, and New Product Performance in Chinese Firms

Most knowledge development efforts in new product development have focused on Western economies and companies. However, due to its size, rapid growth rate, and market reforms, China has emerged as an important new context for new product development. Unfortunately, current understanding of the factors associated with new product success in China remains limited. We address this knowledge gap using mixed methods. First, we conducted 19 in‐depth interviews with managers involved in new product development in 11 different Chinese firms. The qualitative fieldwork indicated that firm behaviors and employee perceptions consistent with the phenomena of market orientation and the supportiveness of organizational climate both are viewed as important drivers of the new product performance of Chinese firms. Drawing on the marketing, management, and new product development literature this study develops a hypothetical model linking market orientation, supportiveness of organizational climate, and firms' new product performance. Direct relationships are hypothesized between both market orientation and supportiveness of organizational climate and firms' new product performance, as well as a relationship between supportiveness of organizational climate and market orientation. Data to test the hypothetical model were collected via an on‐site administered questionnaire from 110 manufacturing firms in China. The hypothesized relationships are tested using structural equation modeling. Results indicate a positive direct relationship of market orientation on firms' new product performance, with an indirect positive effect of supportiveness of organizational climate via its impact on market orientation. However, no support is found for a direct relationship between the supportiveness of a firm's organizational climate and its new product performance. These findings are consistent with resource‐based view theory propositions in the marketing literature indicating that market orientation is a valuable, nonsubstitutable, and inimitable resource and with similar propositions in the management literature concerning organizational culture. However, this study's findings also indicate that in contrast to a number of organizational culture theory propositions and empirical findings in some consumer service industries, the impact of organizational climate on firm performance in a new product context is indirect via the firm's generation, dissemination, and responsiveness to market intelligence. These results suggest that an effort to improve firms' new product performance by enhancing the flow and utilization of market intelligence is an appropriate allocation of resources. Further, this study's findings indicate that managers should direct at least some of their efforts to enhance a firm's market orientation at improving employee perceptions of the supportiveness of the firm's management and of their peers. This study indicates a need for further research concerning the role of different dimensions of organizational climate in firms' new product processes.     

RETRACTED: Integrated knowledge exploitation: The complementarity of product development and technology licensing

In light of increasing licensing, we challenge the common assumption that product development and technology licensing are substitutes. We develop a resource‐based framework, which distinguishes a firm's technological resource base and technology exploitation processes. We further combine survey, patent, and financial data of 228 medium‐sized and large industrial companies to examine the interactions of firms' product development processes and technology licensing processes in order to explain heterogeneity in new product revenues, licensing performance, and firm performance. The results underscore that product development, which indicates innovative capacity, and technology licensing, which indicates desorptive capacity, are complements rather than substitutes in integrated knowledge exploitation in medium‐sized and large firms. This complementarity is particularly pronounced in firms with an emphasis on cross‐licensing and with a strong patent portfolio. Copyright © 2012 John Wiley & Sons, Ltd.