CEO incentives,innovation, and performance in technology‐intensive firms: a reconciliation of outcome and behavior‐based incentive schemes

Building on the agency view of corporate governance, we propose that technology‐intensive firms use both outcome and behavior‐based performance criteria for rewarding CEOs. Using a sample of 206 firms from 12 U.S. manufacturing industries, we find that as technological intensity increases CEO bonuses are more closely linked to financial results and that total CEO incentives are associated with two indicators of desirable innovation behaviors: invention resonance and science harvesting. Invention resonance refers to the impact a firm's inventions have on other firms' inventions, while science harvesting reflects a firm's commitment to scientific research. As technological intensity increases, aligning bonus with financial results, total incentives with invention resonance, and total incentives with science harvesting predict firm market performance. Copyright © 2006 John Wiley & Sons, Ltd.     

Organizing for knowledge generation: internal knowledge networks and the contingent effect of external knowledge sourcing

Research summary : When faced with a new technological paradigm, incumbent firms can opt for internal development and/or external sourcing to obtain the necessary new knowledge. We explain how the effectiveness of external knowledge sourcing depends on the properties of internal knowledge production. We apply a social network lens to delineate interpersonal, intra‐firm knowledge networks and capture the emergence of two important firm‐level properties: the incumbent's internal potential for knowledge recombination and the level of knowledge coordination costs. We rely on firm‐level internal knowledge networks to dynamically track the emergence of these properties across 106 global pharmaceutical companies over a 25‐year time period. We find that a firm's success in developing knowledge in a new technological paradigm using external knowledge sourcing is contingent on these internal knowledge properties . Managerial summary : Incumbent firms in high‐tech industries often face competence‐destroying technological change. In their effort to adapt and develop new knowledge in a novel paradigm, incumbent firms have several corporate strategy options available to them: internal knowledge development and a wide array of external knowledge sourcing strategies, including alliances and acquisitions. In this study, we make an effort to address a critical question: How effective is external knowledge sourcing under different internal knowledge generation regimes? We find that external sourcing strategies are less effective when firms can already internally generate new knowledge or if they have high internal coordination costs. Therefore, when considering external sourcing, managers must carefully weigh the benefits of it vis‐à‐vis its commensurate costs as the benefits of external sourcing may be overstated . Copyright © 2015 John Wiley & Sons, Ltd.     

Balancing vertical integration and strategic outsourcing: effects on product portfolio,product success,and firm performance

Most prior research has focused on vertical integration or strategic outsourcing in isolation to examine their effects on important performance outcomes. In contrast, we focus on the simultaneous pursuit of vertical integration and strategic outsourcing. Our baseline proposition is that balancing vertical integration and strategic outsourcing in the pursuit of taper integration enriches a firm's product portfolio and product success, and in turn contributes to competitive advantage and thus to overall firm performance. We derive a set of detailed hypotheses, and test them on a unique and fine‐grained panel of longitudinal data documenting over 3,500 product introductions in the global microcomputer industry. The results provide strong support for the notion that carefully balancing vertical integration and strategic outsourcing when organizing for innovation helps firms to achieve superior performance. Copyright © 2006 John Wiley & Sons, Ltd.     

Pipes,pools, and filters: How collaboration networks affect innovative performance

Research summary : Innovation requires inventors to have both new knowledge and the ability to combine and configure knowledge (i.e., combinatory knowledge), and such knowledge may flow through networks. We argue that both combinatory knowledge and new knowledge are accessed through collaboration networks, but that inventors' abilities to access such knowledge depends on its location in the network. Combinatory knowledge transfers from direct contacts, but not easily from indirect contacts. In contrast, new knowledge transfers from both direct and indirect contacts, but is far more likely to be new and useful when it comes from indirect contacts. Exploring knowledge flows in 69,476 patents and 89,930 unique inventors reveals evidence that combinatory knowledge from direct contacts and new knowledge from indirect contacts significantly affects innovative performance. Managerial summary : Inventors often combine ideas to create innovations. To do this, they need ideas to combine and they need the ability to combine those ideas. Inventors can get ideas to combine as well as the ability to combine ideas through prior co‐workers. Prior co‐workers can share ideas that may be relevant for the inventor's project and can tell the inventor about other things that other people are working on, especially people the inventor may not know. This can help inventors easily learn about ideas from friends‐of‐friends. The ability to combine ideas, however, is much harder to pass on. Prior co‐workers must carefully work with the inventor to teach him or her the complex processes of combining ideas. This means that it is very hard to learn how to combine knowledge from a friend‐of‐a‐friend, but it may be possible to learn from prior co‐workers. We explore this phenomenon in the social relationships of software inventors. Copyright © 2015 John Wiley & Sons, Ltd.     

Complementarity,capabilities, and the boundaries of the firm: the impact of within‐firm and interfirm expertise on concurrent sourcing of complementary components

Theories of the firm raise conflicting arguments about how complementarities between two or more components affect firms' knowledge and production boundaries. Traditional arguments in the boundaries of the firm literature suggest that firms will tend to produce sets of complementary components internally, while more recent modularity studies argue that firms can outsource to gain flexibility. We resolve these views by examining concurrent sourcing, which arises when firms both make and buy the same components. We argue that concurrent sourcing of complementary components becomes more common in two cases: when firms have relevant knowledge about the components in conjunction with suppliers (interfirm expertise) and, perhaps more surprisingly, within the firm (within‐firm shared expertise). The results suggest that firms often need to make in order to know, but can partially outsource if they possess sufficient expertise. Copyright © 2009 John Wiley & Sons, Ltd.     

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

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

Innovation ecosystems and the pace of substitution: Re‐examining technology S‐curves

Why do some new technologies emerge and quickly supplant incumbent technologies while others take years or decades to take off? We explore this question by presenting a framework that considers both the focal competing technologies as well as the ecosystems in which they are embedded. Within our framework, each episode of technology transition is characterized by the ecosystem emergence challenge that confronts the new technology and the ecosystem extension opportunity that is available to the old technology. We identify four qualitatively distinct regimes with clear predictions for the pace of substitution. Evidence from 10 episodes of technology transitions in the semiconductor lithography equipment industry from 1972 to 2009 offers strong support for our framework. We discuss the implication of our approach for firm strategy. Copyright © 2015 John Wiley & Sons, Ltd.     

Performance implications of outsourcing for technological innovations: managing the efficiency and adaptability trade‐off

We explore how increasing efficiency compromises adaptability when a firm outsources during the emergent stages of a technological innovation. Since efficiency ‐related problems differ in complexity and structure from those associated with adaptability, their optimal governance differs. While the former benefits from outsourcing, the latter is better off managed within organizational boundaries. In addition, a firm's ability to engage in complex problem solving buffers the efficiency‐adaptability trade‐off that occurs with increasing levels of outsourcing. In this study, we find support for our theses. Although outsourcing yields efficiency gains up to a certain point, it hurts adaptability. However, a firm's absorptive capacity mitigates this trade‐off. Our data on outsourcing for Internet banking is both archival and based on two surveys conducted with 100 U.S. banks. Copyright © 2011 John Wiley & Sons, Ltd.     

Firm resources,competitive actions and performance: investigating a mediated model with evidence from the in‐vitro diagnostics industry

Building on the resource‐based view (RBV) and competitive dynamics literatures, this paper proposes that considering resources or actions independently offers an incomplete understanding of the drivers of superior performance. Instead, we hypothesize that resources enable competitive actions and that when these actions leverage the firm's resources, superior performance results. We tested these hypotheses with panelized data on the technological resources and competitive actions of firms in the in‐vitro medical diagnostic substance manufacturing industry. The results provide substantial support for our hypotheses, specifically with respect to mediation. Our theory and results underscore how the integration of the competitive dynamics and RBV literatures can significantly improve our understanding of firm performance. Copyright © 2011 John Wiley & Sons, Ltd.     

Governance mode vs. governance fit: Performance implications of make‐or‐ally choices for product innovation in the worldwide aircraft industry, 1942–2000

We examine the impact of governance mode and governance fit on performance in make‐or‐ally decisions. We argue that while horizontal collaboration and autonomous governance have direct and countervailing performance implications, the alignment of make‐or‐ally choices with the focal firm's resource endowment and the activity's resource requirements leads to better performance. Data on the aircraft industry show that relative to aircraft developed autonomously, collaborative aircraft exhibit greater sales but require longer time‐to‐market. However, governance fit increases unit sales and reduces time‐to‐market. We contribute to the alliance and economic organization literatures. Copyright © 2013 John Wiley & Sons, Ltd.     

The impact of racial diversity on intermediate and long‐term performance: The moderating role of environmental context

We conduct a firm‐level, 6‐year longitudinal analysis on the impact that racial diversity in human resources has on financial performance. When considering short‐term performance outcomes, we predict a curvilinear relationship between diversity and performance (i.e., firm productivity). Although we find evidence of a U‐shaped relationship between racial diversity and productivity, the relationship is stronger in service‐oriented relative to manufacturing‐oriented industries and in more stable vs. volatile environments. For longer‐term profitability, we propose and find support for more of a positive linear relationship between diversity and performance (i.e., Tobin's q) than a nonlinear one. This linear effect is stronger and more positive in munificent compared to resource‐scare environments. Thus, we aid in reconciling existing, often contradictory, studies by demonstrating the potential short‐term vs. long‐term impact of racial diversity on performance. We offer implications for future research on diversity considering the current and projected demographic landscape. Copyright © 2007 John Wiley & Sons, Ltd.     

Interorganizational alliances and the performance of firms: a study of growth and innovation rates in a high‐technology industry

This paper investigates the relationship between intercorporate technology alliances and firm performance. It argues that alliances are access relationships, and therefore that the advantages which a focal firm derives from a portfolio of strategic coalitions depend upon the resource profiles of its alliance partners. In particular, large firms and those that possess leading‐edge technological resources are posited to be the most valuable associates. The paper also argues that alliances are both pathways for the exchange of resources and signals that convey social status and recognition. Particularly when one of the firms in an alliance is a young or small organization or, more generally, an organization of equivocal quality, alliances can act as endorsements: they build public confidence in the value of an organization's products and services and thereby facilitate the firm's efforts to attract customers and other corporate partners. The findings from models of sales growth and innovation rates in a large sample of semiconductor producers confirm that organizations with large and innovative alliance partners perform better than otherwise comparable firms that lack such partners. Consistent with the status‐transfer arguments, the findings also demonstrate that young and small firms benefit more from large and innovative strategic alliance partners than do old and large organizations. Copyright © 2000 John Wiley & Sons, Ltd.     

Innovation practice and its performance implications in small and medium enterprises (SMEs) in the manufacturing sector: a resource‐based view

Small and medium enterprises (SMEs) in the manufacturing sector make a significant contribution to economic growth, yet most of the research into innovation management in the manufacturing sector has focused on large organizations. This article, however, identifies innovation drivers and their performance implications in manufacturing SMEs. Its study gathered survey data from a sample of 600 Australian SMEs and found that SMEs are similar to large firms with respect to the way that innovation strategy and formal structure are the key drivers of their performance, but do not appear to utilize innovation culture in a strategic and structured manner. This study therefore concludes that SMEs' performance is likely to improve as they increase the degree to which they mirror large manufacturing firms with respect to formal strategy and structure, and to which they recognize that innovation culture and strategy are closely aligned throughout the innovation process. Copyright © 2010 John Wiley & Sons, Ltd.     

Strategy,human capital investments,business‐domain capabilities,and performance: a study in the global software services industry

Research summary : In knowledge‐based industries, continuous human capital investments are essential for firms to enhance capabilities and sustain competitive advantage. However, such investments present a dilemma for firms, because human resources are mobile. Using detailed project‐level operational, financial, and human capital data from a leading multinational firm in the global IT services industry, this study finds that deliberate investments in improving general human capital can help firms develop superior capabilities and maintain high profits. This paper identifies two types of capabilities essential for success in this industry—technological and business‐domain capabilities—and provides empirical evidence justifying such investments. Theoretical and practical implications of capability‐seeking general human capital investments are discussed. Managerial summary : The primary managerial implication of this research is that capability‐seeking investments in developing general human capital through strategic learning (training and internal certifications) can enhance firm performance. Although investing in general human capital is risky, the firm considered this a strategic necessity in order to thrive in the fast paced IT services industry. By leveraging general technological skills in combination with business‐domain knowledge to address customer's business problems firms can earn and sustain higher profits. Our study also demonstrates how a developing‐country firm responded to strong competitive challenge from global rivals possessing superior capabilities by upgrading the capabilities of its employees through internal development. In doing so the firm was able to narrow the capability gap vis‐à‐vis its foreign peers and expand its business globally. Copyright © 2016 John Wiley & Sons, Ltd.