An empirical examination of vacillation theory

Research summary : Since Nickerson and Zenger (2002) proposed how vacillation may lead to organizational ambidexterity, large‐sample empirical tests of their theory have been missing. In this paper, we empirically examine the performance implications of vacillation. Building upon vacillation theory, we predict that the frequency and scale of vacillation will have inverted U‐shaped relationships with firm performance. We test our hypotheses using patent‐based measures of exploration and exploitation in the context of technological innovation and knowledge search. Managerial summary : Firms often shift their focus on technological innovation and knowledge search from seeking new and novel knowledge (i.e., exploration) to extending and refining existing knowledge (i.e., exploitation) or vice versa. We examine how the frequency and scale of firms vacillating between exploration and exploitation may affect their performance. We find that both too infrequent or too frequent changes and a too small or too large scale of changes are not desirable. Copyright © 2016 John Wiley & Sons, Ltd.     

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

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

The perilous leap between exploration and exploitation

Research summary : R&D‐based exploration and exploitation are necessary in order for firms to have sustainable competitive advantage. Yet, transitioning between these orthogonal types of R&D is considered profound organizational change. Building on recent research showing that compact, significant changes in R&D expenditure is an antecedent to the transition between explorative and exploitative R&D, I show that this leap between exploration and exploitation is quite hazardous. The magnitude of changes in R&D expenditure, whether increases or decreases, is positively associated with organizational failure. Firms maintaining higher levels of absorptive capacity are more capable of surviving the leap from R&D‐based exploitation to exploration, and firms that do not use reductions in R&D expenditure to manipulate short‐term earnings performance are more likely to survive the leap from exploration to exploitation. Managerial summary : In order to survive and thrive, innovative companies must be able to exploit their existing competencies, and to explore for new ones once those current competencies decline in value. However, transiting from one form of innovation to the other is difficult because the skills required to explore are fundamentally opposed to those required to exploit. In this article, I describe how difficult this leap between exploration and exploitation can be. I show that the move between R&D‐based exploration and exploitation is related to organizational failure. In addition, firms that are superior learners are more likely to survive the leap from exploitation to exploration, and firms that are not cutting R&D expenditure to manipulate earnings are more likely to survive the leap from exploration to exploitation. Copyright © 2015 John Wiley & Sons, Ltd.     

Exploration or exploitation? Small firms' alliance strategies with large firms

How do small firms manage their alliance strategies with large firms? This study compares the relative impacts of exploration and exploitation alliances with large firms on small firms' valuation. Integrating the literatures on the exploration/exploitation paradigm and alliance governance, we argue that exploitation alliances with large firms will on average generate higher values for small firms than exploration alliances with large firms due to a heightened risk of appropriation in exploration alliances. However, if small firms can manage their alliances with large firms via proper alliance governance, they will increase their valuations from exploration alliances with large firms. Analyses of the U.S. biopharmaceutical industry from 1984 to 2006 largely support our hypotheses. Copyright © 2013 John Wiley & Sons, Ltd.     

High‐Reputation Firms and Their Differential Acquisition Behaviors

Research summary: E merging reputation research suggests that high‐reputation firms will act to maintain their reputations in the face of high expectations. Yet, this research remains unclear on how high‐reputation firms do so. We advance this research by exploring three questions related to high‐reputation firms' differential acquisition behaviors: Do high‐reputation firms make more acquisitions than similar firms without this distinction? What kind of acquisitions do they make? How do investors react to high‐reputation firms' differential acquisition behaviors? We find that high‐reputation firms make more acquisitions and more unrelated acquisitions than other firms. Yet, we also find that investors bid down high‐reputation firms' stock more than other firms' in response to acquisition announcements, suggesting that investors are skeptical of how high‐reputation firms maintain their reputations . Managerial summary: W e know that high‐reputation firms wish to maintain their elite standing in the face of high‐market expectations, but we know little about how they do so. We explore this puzzle by investigating how reputation maintenance influences high‐reputation firms' acquisition behaviors. We classify high‐reputation firms are those firms that make Fortune's M ost A dmired annual list, and we find that high‐reputation firms make more acquisitions and more unrelated ones than other firms. Surprisingly, we also find that the market tends to react negatively to these acquisitions. Thus, managers may want to reconsider their strategy of making acquisitions as a means to maintain their firms' high reputations . Copyright © 2017 John Wiley & Sons, Ltd.     

Unravelling the internal and external drivers of digital servitization: A dynamic capabilities and contingency perspective on firm strategy

Despite the increased interest in using digital technologies for servitization purposes, little is known about what drives firms towards a digital servitization strategy. Using a dynamic capabilities lens, we look into the relationships between two organizational mechanisms – exploitation and exploration – and firms' orientation towards digitization, servitization and digital servitization. On top, we examine the influence of two environmental contingencies – technological turbulence and competitive intensity – as potential influencers of these relationships. We collected and analyzed data of 139 Belgian firms through hierarchical regressions. Exploitation and exploration are positively associated with digital servitization, but exploration trumps the effect of exploitation when firms do both. Technological turbulence is positively associated with digitization regardless of the firm's level of exploration or exploitation, and competitive intensity only relates positively with servitization when firms emphasize exploration. Theoretically, we contribute to the literature by unravelling the relationship between firms' dynamic capabilities and their environment. In order to fully understand firms' strategic transition towards digital servitization, both should be considered. As managerial implications, we suggest that firms pay close attention to adapting their strategy to fit an increasingly changing environment.     

Relational ties,innovation, and performance: A tale of two pathways

Relational ties are valuable resources that can generate substantial advantages for firms. Multiple studies show that relational ties enhance firm performance, but whether and how innovation intervenes in this process is largely unknown. This study examines how relational ties affect firm performance via two types of innovation. Drawing on the relational ties literature and exploration/exploitation literature, we differentiate between two types of ties (business ties versus political ties) and investigate how innovation (exploration versus exploitation) mediates relational ties and firm performance in two distinct ways. Survey data from China's semiconductor and pharmaceutical industries, both innovation-oriented industries, suggests that firms' business ties with buyers, suppliers, and competitors are more related to exploratory innovation, while their political ties with government officials are more related to exploitative innovation. Interestingly, competitive intensity demonstrates distinct moderating effects on both of these pathways.     

How does the second-order learning process moderate the relationship between innovation inputs and outputs of large Korean firms?

We investigate how the second-order learning process moderates the relationship between innovation performance and two types of knowledge seeking behavior, namely exploration and exploitation. We reinvestigate the second-order learning process of the top 100 Korean firms from 1997 to 2007 by capturing CEO turnover, board turnover, and R&D alliances. We argue that the current findings about exploration and exploitation should be reclassified in terms of innovation input and output. We suggest that researchers investigate the organizational learning process to understand the link between innovation inputs and outputs. Our empirical results show that while innovation inputs are not related to exploratory outputs, the second-order learning process reshapes the relationship between both exploration/exploitation type innovation inputs and exploratory innovation outputs, and that the new focus of organizational learning process can refine current innovation literature.     

Cannibalize and combine? The impact of ambidextrous innovation on organizational outcomes under market competition

How can a firm achieve ambidexterity? The present study proposes that the answer to this question lies in the distinction between ambidextrous culture and ambidextrous innovation. Drawing upon organizational learning theory and the source-position-performance framework, we propose that ambidexterity requires the adoption of two important organizational cultures, willingness to cannibalize (WTCA) and willingness to combine existing knowledge (WTCO), which allow firms to attain superior performance through the implementation of both radical and incremental (i.e., ambidextrous) innovations. Our major contribution lies in addressing the important debate in the literature on whether exploration and exploitation are complements or substitutes. Furthermore, competition intensity is a key condition that determines the degree to which the two types of organizational cultures and the two types of innovations are necessary for superior firm performance. The study uses data from multiple respondents from 199 Chinese firms. Our findings thus suggest that WTCA and WTCO, which are traditionally treated as opposites, are complements in generating radical innovations.     

Configurations of Innovations across Domains: An Organizational Ambidexterity View

How do firms balance explorative and exploitative innovation for superior firm performance? While most prior studies have approached this issue by focusing on technology‐related innovation, the role of balancing exploration and exploitation in other important organizational domains, i.e., marketing, and the interaction effect of ambidexterity across different domains have been overlooked. This study contributes to this line of research by investigating how firms simultaneously balance exploration and exploitation across two critical domains, namely technology innovation and market innovation. The study distinguishes four types of configurations: market leveraging (technology exploration and market exploitation), technology leveraging (technology exploitation and market exploration), pure exploitation (technology exploitation and market exploitation), and pure exploration (technology exploration and market exploration). From an organizational ambidexterity perspective, the current work investigates whether and how these different combinations exert distinctive effects on firm performance. Specifically, the article posits that (a) technology exploration and market exploitation complement each other, and (b) technology exploitation and market exploration also complement each other, such that both market leveraging and technology leveraging strategies have positive effects on firm performance. The article also maintains that such positive relationships are fully mediated by differentiation and low cost advantages. Conversely, it is argued that (c) technology exploration and market exploration conflict with each other, and (d) so do technology exploitation and market exploitation, such that both pure exploration and pure exploitation have negative effects on firm performance. Hypotheses were tested using survey data collected from 292 manufacturing and service firms in China. The results supported most of the hypotheses, except that pure exploration demonstrated no significant relationship with firm performance.     

Choosing the right target: Relative preferences for resource similarity and complementarity in acquisition choice

Research summary : Corporate acquisition is a popular strategic option for firms seeking new resources. However, little research exists on the question of why one firm is chosen over another. We develop a model relating characteristics of similarity and complementarity between acquirers' and target firms' key resources, including their products and R&D pipelines, to the likelihood of the acquirers choosing a particular firm. We construct measures of similarity and complementarity between and across products and R&D pipelines, and test their effects using a novel application of the choice model. Findings reveal that acquirers view similarity and complementarity differently, based on the resource they are comparing. When making comparisons to their own R&D pipelines, acquirers prefer similarity over complementarity whereas when making comparisons to their product portfolios, they prefer complementarity over similarity. Managerial summary : Corporate acquisition is a popular way for firms to grow and obtain innovative resources. However, we know little about why acquirers choose one firm over another. We capture the influence of similarity and complementarity between acquirers' and target firms' products (current innovative value) and R&D pipelines (future innovative value) on whether a particular target firm is acquired. Insights from the pharmaceutical industry reveal that acquirers value similarity and complementarity in target firms differently, based on whether the comparison being made is with respect to their products or their R&D pipelines. Regarding their R&D pipelines, acquirers prefer that the target firm has similar, rather than complementary, resources. However, the opposite is true concerning their own products: acquirers prefer that the target firm has complementary, versus similar, resources. Copyright © 2015 John Wiley & Sons, Ltd.     

Making Up Is Hard to Do: Knowledge Acquisition Strategies and the Nature of New Product Innovation

Innovation creates significant challenges for firms in high‐technology industries. This article examines how the use of external knowledge acquired from mergers and acquisitions (M&As) and joint ventures (JVs) influence the nature of innovative competence in the global pharmaceutical industry. We create a unique database on never‐before approved products that measure the scientific merit of new, exploratory product innovations, ranging from radical to incremental. We then follow their market success by recording the number of new exploitative product innovations that stem from these product innovations and that are later approved and subsequently marketed. Using a large data set spanning a 15‐year period, we find that firms were able to “make up” for their lack of exploitation or exploration innovative capabilities through the use of M&As and JVs. These external knowledge acquisition strategies were found to overcome internal processes that otherwise could cause firms to overemphasize exploitation over exploration and vice versa. Our findings suggest that acquiring external knowledge via M&As is associated with diminished exploratory product innovation, while assimilating external knowledge sourced from JVs is associated with a reduction in new exploitative product innovation.     

Leveraging internal and external experience: exploration,exploitation, and R&D project performance

Although one tenet in the alliance literature is that firms learn from prior experience, we posit that any potential learning effects depend on the type of experience. In particular, we hypothesize that alliance exploitation experience has positive effects on R&D project performance, while alliance exploration experience has negative effects. We further posit that an internal exploration competence allows firms to leverage their external exploitation experience more fully. In contrast, when firms combine internal exploitation experience with external exploration experience, the negative effects on R&D project performance become more pronounced. To test this integrative model of organizational learning, we leverage a unique and detailed dataset of 412 R&D projects in biotechnology conducted by large pharmaceutical companies between 1980 and 2000. Using a competing risk event history model predicting successful product approval versus project termination, we find support for our theoretical model. Copyright © 2010 John Wiley & Sons, Ltd.     

The Locus of Innovation: The Effect of a Separate Innovation Unit on Exploration,Exploitation, and Ambidexterity in Manufacturing and Service Firms

This paper investigates the effects of having a separate innovation unit on exploration, exploitation, and ambidexterity in manufacturing and service firms according to traditional paradigms of the innovation management discipline that innovation units should be organized in a separate department. Many manufacturing firms have such a unit while few service firms do. This paper sets out to investigate the advantages of having such a unit for exploration, exploitation, and ambidexterity, and whether there are differences between manufacturing and service firms that could help explain why such units are present or absent. The literature suggests that a separate innovation unit has a positive effect on exploration and ambidexterity in manufacturing firms. However, the effect on improving operational activities, that is, exploitation, is unclear. If exploration and exploitation are two ends of a continuum, as the literature suggests, more exploration comes at the cost of exploitation. On the other hand, others have suggested the possibility of an orthogonal relationship, where a separate unit can simultaneously enhance exploration and exploitation. In this paper, the Dutch Community Innovation Survey (CIS) is used to investigate these relationships for manufacturing and service firms, with a question added to the survey regarding the locus of innovation within each firm, that is, mostly within a dedicated innovation unit or dispersed throughout the firm. Our findings show that a separate innovation unit increases exploration, exploitation, and ambidexterity in both manufacturing and service firms. It thereby provides support for the orthogonal view of ambidexterity. A separate unit enhances the ability to exploit and be ambidextrous equally in service and manufacturing firms, but has a weaker positive effect on exploration, and exploratory and ambidextrous performance in service firms. This finding implies that both manufacturing and service firms benefit from having a separate innovation unit, with the advantages being greatest for manufacturing firms. In service firms, such an innovation unit alone may not be sufficient, as such units are expensive to maintain, while they contribute less to ambidextrous performance than in manufacturing firms. Based on the latter finding, future studies should make a distinction between the ability to be ambidextrous in creating exploratory and exploitative innovations, and ambidextrous performance, the ability to gain financially from engaging in both types of activities simultaneously.     

Alliance portfolio reconfiguration following a technological discontinuity

Research summary : We study how technological discontinuities generate first‐ and second‐order effects on alliance formation and termination, leading to reconfiguration of firms' alliance portfolios. Following technological shocks, we argue that firms often seek alliances that provide new resources while also having incentives to form alliances for reinforced and challenged resources that complement the new resources. In parallel, alliance terminations, even involving resources otherwise unaffected by the discontinuity, increase due to limits in firms' alliance carrying capacity. We study biopharmaceutical firms between 1990 and 2000, which faced a technological discontinuity in 1995 in the form of combinatorial chemistry and high‐throughput screening. We improve understanding of how technological discontinuities affect the value of resources and how firms reconfigure alliance portfolios in response. Managerial summary : When firms form alliances to gain new resources during technological discontinuities that disrupt their industry, they cannot consider only the focal new partnerships. Instead, new alliances create complementarity and substitution pressures that lead to broader reconfiguration of the firms' alliance portfolios: (1) complementarity creates incentives to also form alliances for resources that the technological discontinuity reinforces or challenges in order to improve the collective value of co‐specialized assets; (2) substitution creates incentives to terminate existing alliances, even if their value is otherwise unaffected by the discontinuity, in order to create carrying capacity for new alliances. Thus, one new alliance can generate a cascade of reconfiguration that challenges the balance between the benefits of stability and the need for change in an alliance portfolio. Copyright © 2016 John Wiley & Sons, Ltd.     

Building and leveraging competence exploitation and exploration for firm new product success

We theorize that industry conditions of collaboration intensity and innovation intensity drive the development of competence exploitation and exploration in manufacturer-manufacturer collaborations, and that such competencies can be leveraged to increase firm-level new product sales and market share, contingent on the firm's establishment of non-proprietary knowledge transfer capability. We test our model using a survey of 224 manufacturer-manufacturer collaborations. Our findings indicate that collaboration intensity drives firms to build both competence exploration and exploitation while innovation intensity drives neither. We also find that while non-proprietary knowledge capability enhances the influence of competence exploration on a firm's new product sales and market share, it dampens the firm's ability to leverage competence exploitation for firm-level new product success.     

Networking for sustainability: Alliance capabilities and sustainability-oriented innovation

Research on open innovation and sustainability suggests that alliances with external stakeholders help to improve innovation outcomes. This paper taps into the intersection of these literatures and investigates how alliance proactiveness and alliance portfolio coordination affect firms' sustainability-oriented innovation (SOI) outcomes. Data were collected from 170 firms in the Basque Country region in Spain, which has a highly collaborative regional innovation system. Partial least squares (PLS) modeling confirmed that alliance proactiveness is positively related to radical SOI, while alliance portfolio coordination is positively related to incremental SOI. In addition, these two capabilities involve a positive interaction effect in the case of radical SOI. An additional set of post hoc tests using latent class analysis (FIMIX-PLS) provided further evidence that firms with different internal features and levels of environmental turbulence benefit to varying extents from these capabilities and their interactions. Overall, the findings of this study show the benefits of the coupled mode of open innovation and alliance capabilities in reaching positive outcomes in SOI. On the one hand, companies focusing on incremental SOI can reap greater benefits from open innovation when collaborating within their existing portfolio; while for radical SOI, alliance proactiveness is beneficial for finding disruptive partners.     

Knowing when to leap: Transitioning between exploitative and explorative R&D

A common perspective is that consistent R&D investment facilitates innovation, while volatile spending implies myopic decision making. However, the benefits to exploiting extant competencies eventually erode, so firms must disrupt their R&D function and explore for new competitive advantage. We suggest that high‐performing firms recognize when extant competencies decline and increase exploratory R&D to develop new competencies at the appropriate time. We find that changes in R&D expenditure away from the firm's historic trend, in either direction, are indicative of transitions between exploitative and exploratory R&D and are associated with increased firm performance. Increases in R&D expenditure above the trend are associated with an increased likelihood of highly cited patents, suggesting that firms are making the leap between R&D‐based exploitation and exploration. Copyright © 2013 John Wiley & Sons, Ltd.     

Who needs experts most? Board industry expertise and strategic change—a contingency perspective

Research summary: We analyze the effects of board industry expertise on corporate strategic change and the moderating role of institutional quality. We suggest that country‐level contingency factors mitigate the effect of experienced boards on strategy formation by providing alternative sources of information and control in strategic matters. We develop institutional quality as institutional information provision and institutional control provision to test our hypotheses on a sample of firms from MSCI Europe and the S&P 500. Our findings confirm that industry expertise is a salient driver of strategic change across countries. The strength of the effect, however, depends on the institutional quality. We submit that weak institutions require greater board industry expertise as an alternative channel of information and control. Management summary: This study provides new empirical evidence that experience in the firms' industries enables directors to increase strategic change. Our findings show that this effect is even stronger in countries with weak regulatory environments. We hereby provide guidance for multiple stakeholders. First, shareholders seeking a more active adjustment of their firms' strategies may want to compose boards that leverage such experienced directors. Second, directors can use their industry experience to control and to challenge managers better to move beyond the status quo. Third, managers lacking access to information on potential strategic change can use such experienced directors for strategic advice and as a source of information. Overall, we add to the understanding of the corporate board's role in shaping strategy and the influence of weak regulations. Copyright © 2016 John Wiley & Sons, Ltd.     

Board reform versus profits: The impact of ratings on the adoption of governance practices

Research summary: External stakeholders frequently attempt to influence organizations' adoption of new practices through the creation of public ratings. Based on the insights of performance feedback theory, we develop the theory of organizational reactions to external ratings to explain how firms' behaviors depend on their rating scores and their profitability. A central issue in our theory is the conflict between established internal goals and goals introduced by public ratings, with public ratings receiving lower priority than established profitability goals. Our theory suggests that, contrary to the expectations of the external stakeholders, firms targeted for criticism by ratings become less likely to adopt corresponding practices when their profitability is below aspirations. These arguments are supported in data on the diffusion of corporate governance practices in Canada. Managerial summary: Firms and their products are rated and ranked by external agencies ranging from Consumer Reports to magazine rankings of admired, environmental, or well‐governed companies. We investigate whether such ratings affect firm behaviors, and especially whether they can incentivize poorly rated firms to improve their ranking when these firms' profitability is also low. Using the leading corporate governance ranking in Canada, we find that rankings could have adverse effects: when firms have both poor governance ranking and poor profitability they are less likely to adopt governance practices, contrary to the ranking creators' intentions. The findings show that there is a hierarchy of firms' goals, where the goal of profitability comes ahead of other goals imposed by external agencies through ratings and rankings. Copyright © 2016 John Wiley & Sons, Ltd.