Firm,strategic group,and industry influences on performance

A long‐standing debate has focused on the extent to which different levels of analysis shape firm performance. The strategic group level has been largely excluded from this inquiry, despite evidence that group membership matters. In this study, we use hierarchical linear modeling to simultaneously estimate firm‐, strategic group‐, and industry‐level influences on short‐term and long‐term measures of performance. We assess the three levels' explanatory power using a sample of 1,165 firms in 12 industries with data from a 7‐year period. To enhance comparability to previous research, we also estimate the effects using the variance components and ANOVA methods relied on in past studies. To assess the robustness of strategic group effects, we examine both deductively and inductively defined groups. We found that all three levels are significantly associated with performance. The firm effect is the strongest, while the strategic group effect rivals and for some measures outweighs the industry effect. We also found that the levels have varying effects in relation to different performance measures, suggesting more complex relationships than depicted in previous studies. Copyright © 2007 John Wiley & Sons, Ltd.     

Rivalry within strategic groups and consequences for performance: the firm‐size effects

Our study examines how, in a given industry, rivalry functions within strategic groups defined according to the size of their member firms and how this rivalry affects performance. We hypothesize that, owing to several forms of group‐level effects including market power, efficiency, differentiation, and multimarket contact, strategic groups that comprise smaller firms will exhibit both increased rivalry and decreased performance compared with strategic groups that comprise larger firms. We test our hypotheses by estimating the effect of group‐level strategic interactions (i.e., conjectural variations) on firm performance. Ultimately, our analysis of empirical data on loans in the Spanish banking industry demonstrates that increased rivalry and decreased performance indeed characterizes firms belonging to a strategic group that comprises smaller firms. Copyright © 2011 John Wiley & Sons, Ltd.     

Examining the effect of complexity in strategic group knowledge structures on firm performance

A developing stream of research in the strategy field explores the competitive structure of industries from the perspective of industry participants. This work has demonstrated that managers develop strategic group knowledge structures in order to make sense of their competitive environment. This study extends this line of research by examining the complexity evident in the strategic group knowledge structures developed by firms' top management teams and assessing the relationship between complexity in these knowledge structures and subsequent firm performance. Specifically, we examine the complexity of top managers' knowledge structures regarding their competition using a sample of 76 top management teams from banks in three U.S. cities. Using hierarchical regression, we find a significant relationship between the complexity of cognitive strategic groups and subsequent firm performance. These results suggest that the structure of the cognitive templates that top managers use to understand their environment and the actions of their competitor influence the degree of strategic success of their firm. Copyright © 2002 John Wiley & Sons, Ltd.     

Knowledge structures of prospectors,analyzers, and defenders: content,structure, stability,and performance

The managerial cognition perspective argues that managers operating in complex, dynamic environments develop knowledge structures that help them focus their attention, interpretation, and actions. We explore the content and structure of top managers' strategic knowledge structures by measuring differences in the level of attention they give in annual reports to strategic issues and themes that Miles and Snow used to describe their main strategic types. Twenty-one themes that form seven main factors describing managers' strategic cognition are identified, and these demonstrate reasonable fit with the Miles and Snow model. We show that expert raters can recognize these factors when they read annual reports that contain them. Cluster analysis is then used to identify groups of firms that share similar profiles on these strategic dimensions which are interpreted as examples of cognitive strategic groups. These groups show alignment with Miles and Snow's strategic types, are relatively stable over time, and differ in financial performance. The sample comprises 1,038 listed Australian firms between the years 1992 and 2003. Copyright © 2007 John Wiley & Sons, Ltd.     

An evolutionary perspective on strategic group emergence: a genetic algorithm‐based model

We develop a simulation model to examine conditions under which strategic groups emerge and their performance difference persists. In our model, mobility barriers, strategic interactions among high performers, dynamic capabilities (the mechanisms that allow winners to continue to survive), and boundary of rivalry are put together to derive their joint implications for the evolution of strategic groups. Not surprisingly, our model behavior shows that mobility barriers and strategic interactions play an important role in sustaining intergroup performance difference. However, the extremely high level of mobility barriers is shown to impede the emergence of strategic groups. We also find that dynamic capabilities and boundary of rivalry are as essential as mobility barriers in understanding the emergence and stability of strategic groups. When dynamic capabilities are absent or when rivalry is extended over firms with dissimilar strategies, strategic groups are less likely to exist. These findings can serve as a guideline for empirical research to probe why strategic groups exist sometimes and why they do not at other times. Copyright © 2002 John Wiley & Sons, Ltd.     

Strategic schemas,strategic flexibility,and firm performance: the moderating role of industry clockspeed

We examine the moderating effect of industry clockspeed on the relationship between strategic schemas, strategic flexibility and firm performance. We employ two key properties of strategic schemas: complexity and focus. Using a sample of 225 firms from 14 industries, we show that the pattern of relationships among the theoretical constructs is different in fast‐ and slow‐clockspeed industries. The results suggest that complexity of strategic schemas promotes strategic flexibility and success in fast clockspeed industries, whereas focus of strategic schemas fosters strategic persistence, which is effective in slow‐clockspeed industries. Copyright © 2007 John Wiley & Sons, Ltd.     

Strategic groups,competitive groups and performance within the U.K. pharmaceutical industry: Improving our understanding of the competitive process

Strategic group research originated in the 1970s and a number of notable studies centered on the U.S. pharmaceutical industry. Results were, however, conflicting. This paper explores the nature of strategic groups in the U.K. pharmaceutical industry. The study confirms the presence of between six and eight strategic groups across the period studied, 1998–2002. The study also demonstrates a statistically significant relationship between these strategic groups and performance using three performance measures. The paper then compares strategic groups with competitive groups and concludes that the distinction is important and may explain the contradictory findings in earlier strategic group research. Copyright © 2007 John Wiley & Sons, Ltd.     

Modularity,strategic flexibility,and firm performance: a study of the home appliance industry

Recent theorizing has proposed that modular product and process architectures are key enablers of strategic flexibility. We formulated an integrative conceptual model encompassing antecedents, contributing factors, and outcomes of modularity. We then tested this model on data from managers in U.S. and U.K. home appliance companies using structural equations modeling. The results indicate a positive relationship between modular product architectures and performance, with product model variety as a mediating variable. The results also highlight linkages between perceptions of market context and the use of modular products architectures, and between complementary organizational capabilities and firm performance. Copyright © 2002 John Wiley & Sons, Ltd.     

Revisiting the Miles and Snow strategic framework: uncovering interrelationships between strategic types,capabilities, environmental uncertainty,and firm performance

The Miles and Snow strategic type framework is re‐examined with respect to interrelationships with several theoretically relevant batteries of variables, including SBU strategic capabilities, environmental uncertainty, and performance. A newly developed constrained, multi‐objective, classification methodology is modified to empirically derive an alternative quantitative typology using survey data obtained from 709 firms in three countries (China, Japan, United States). We compare the Miles and Snow typology to the classification empirically derived utilizing this combinatorial optimization clustering procedure. With respect to both variable battery associations and objective statistical criteria, we show that the empirically derived solution clearly dominates the traditional P‐A‐D‐R typology of Miles and Snow. Implications and directions for future research are provided. Copyright © 2004 John Wiley & Sons, Ltd.     

Conceptual maps of the leading MBA programs in the United States: core courses,concentration areas,and the ranking of the school

This paper captures the structure of MBA programs in 25 leading U.S. business schools at the beginning of the revolution these programs are undergoing. It is a study of strategic groups in the MBA industry, and a baseline for examining adaptation and strategic change in educational institutions. We use the Co‐plot method to map the schools according to the 1993 structure of their core courses and existing areas of concentration. The maps indicate similarities among business schools and shed light on their 1994 ranking. Each of the five top schools has been found to be in a different cluster of MBA program structures. The findings suggest that program structure content—the particular mix of core and concentration areas—in itself is not a source of superior performance. Copyright © 1999 John Wiley & Sons, Ltd.     

Strategic positioning,human capital,and performance in service organizations: a customer interaction approach

This study employs a customer interaction approach to examine how service organizations' strategic positioning relates to their human capital, and how the interaction between strategic positioning and human capital impacts organizational performance. Results from 234 service organizations in 96 different industries indicate very strong relationships between strategic positioning choices and human capital. We also find that certain combinations of strategic positioning and human capital result in superior performance. Copyright © 2003 John Wiley & Sons, Ltd.     

Rookies and seasoned recruits: How experience in different levels,firms, and industries shapes strategic renewal in top management

Research summary : This study explores the effect of knowledge integration on strategic renewal. In particular, it examines how executives from different levels and sources influence renewal when added to top management teams (TMT). In contrast to prior work, the study hypothesizes and finds that new outside rookies—those new to top management and the firm—are associated with higher firm growth than other types of executives. We also find that seasoned outsiders—those with prior TMT experience outside the focal industry—contribute to growth only when the existing TMT has a long tenure. The results suggest that the ability of the TMT to integrate new members varies by executive type and has an important effect on incremental strategic renewal. Managerial summary : Conventional wisdom holds that firms are better off hiring those who can demonstrate prior experience and skill in tasks as close as possible to the job. In the realm of the top management team (TMT), however, we find that many firms benefit from hiring rookies from other firms who are new to the top management team level. These candidates bring useful knowledge of the operations of competitors and other firms, and they are easier to socialize and integrate with the existing team. While more experienced senior leaders may bring valuable strategic knowledge, this study suggests that only top management teams with long shared experience can weather the disruption that they cause to realize the potential benefits. Copyright © 2016 John Wiley & Sons, Ltd.     

Governance,ownership structure,and performance of IPO firms: the impact of different types of private equity investors and institutional environments

This paper examines performance effects of ownership concentration and two types of private equity investors (venture capitalists and business angels) in firms that have recently undergone an initial public offering (IPO) in the United Kingdom and France. We expand and contextualize nascent understanding of multiple agency theory by examining heterogeneity of private equity investors and by suggesting that multiple agency relationships are affected by different institutional contexts. We employ a unique, hand‐collected dataset of 224 matched IPOs (112 in each country). Controlling for the endogeneity of private equity investors' retained share ownership, we find support for the agency theory argument that concentrated ownership improves IPOs' performance. The research also shows that the two types of private equity investors have a differential impact on performance, and the legal institutions in a given country moderate this impact. Copyright © 2009 John Wiley & Sons, Ltd.     

Modeling the dynamics of strategic fit: a normative approach to strategic change

This study develops and tests a dynamic perspective on strategic fit. Drawing from contingency and resource‐based arguments in the strategy and organizational theory literatures, we propose a distinctive analytical approach to identify environmental and organizational contingencies that should predict changes in a firm's strategy and the performance implications of such changes. We test our model using extensive longitudinal data from over 4000 U.S. savings and loan institutions during a period when many S&Ls considered changing strategic direction. The findings support our model of dynamic strategic fit. Specifically, we find that (1) the timing, direction, and magnitude of strategic changes can be logically predicted based on differences in specific environmental forces and organizational resources, and (2) organizations that deviated from our model's prediction of dynamic strategic fit (i.e., changed more or changed less than our model prescribed) experienced negative performance consequences. We conclude by discussing the implications of our approach and findings for future research on strategic fit and strategic change. Copyright © 2000 John Wiley & Sons, Ltd.     

Strategic groups and competitive enactment: a study of dynamic relationships between mental models and performance

This study used computer-assisted content analysis of more than four hundred presidents' letters to shareholders to examine empirical linkages between cognitive strategic groups clustered by themes in the reports and strategic groups clustered by performance. We found these groups converged as predicted by the literature, and that mental models and performance are involved in a recursive process of competitive enactment which contributes to strategic group stability. Our research used inductively derived themes from the letters to structure a mental model widely shared in the pharmaceutical industry, and then employed thematic variations to find stable clusters of companies. These thematic clusters were triangulated with the strategic groups from a published study of the same industry, in the same period, and were shown to converge. Additionally, longitudinal linkages between earlier mental models of strategic goals and later reports of performance were found. The findings of our large-scale empirical study support strategic group theory, demonstrate a novel approach to data mining, and pose questions for future research. Copyright © 2001 John Wiley & Sons, Ltd.     

Competitive forces and strategic choice decisions: an experimental investigation in the United States and Japan

Managers operate in a complex, uncertain environment and tend to form simplified models in order to cope with this environment and make competitive strategic decisions (i.e., cost‐leadership, differentiation, or focus). In this study, we use an experimental design to examine the strategic choice decision‐making process in firms located in the United States and Japan. We develop several main‐effect propositions regarding managerial selection of competitive strategies, depending on the competitive forces (buyer power, threat of substitutes, threat of new firm entry, and high intensity of rivalry) they are facing. We propose a main effect due to country of origin: Japanese managers prefer a cost‐leadership strategy more than American managers do. We also propose several interaction effects regarding cross‐national differences in strategy selection between Japanese and U.S. managers. To test our propositions, we collected experimental data from 316 U.S. executives and 459 Japanese executives. We assessed relative impacts of the competitive forces on strategic decision‐making using a multilevel regression analysis. The research findings indicated that high buyer power and high substitution threat were associated with a preference for cost‐leadership strategies, and Japanese managers were significantly more likely to prefer a cost‐leadership strategy than U.S. managers. We also found that, under conditions of high buyer power, U.S. managers were less likely than Japanese managers to enter a market with a differentiation or focus strategy. We found little support for other interaction hypotheses, suggesting points of similarity between U.S. and Japanese managers. We conclude with a discussion of theoretical and managerial implications of our results. Copyright © 2002 John Wiley & Sons, Ltd.     

Cointegration of firm strategies within groups: a long‐run analysis of firm behavior in the Japanese steel industry

This paper uses cointegration analysis to study the competitive interaction among firms within the integrated and minimill groups in the Japanese steel industry. The use of cointegration analysis overcomes some of the limitations associated with prior attempts at modeling firm behavior within groups, and allows us to model strategies that take considerable time to adjust. Results indicate that several strategies displayed slow adjustment characteristics. All of the strategies that displayed these properties were cointegrated within the group. Finally, over the long run, the rate of strategic response to ‘shocks’ in the system varied across members and strategies: some converged, while others diverged from the group relationship. We conclude by discussing the relevance of our findings to research on strategic groups and competitive dynamics among firms. Thus the paper contributes to the literature on strategic groups and competitive dynamics, and illustrates the use of cointegration analyses to study the competitive behavior of firms. Copyright © 2002 John Wiley & Sons, Ltd.     

Strategic orientations,incentive plan adoptions,and firm performance: evidence from electric utility firms

This study examines the performance implications of the fit between strategic orientations and incentive plan characteristics. Research hypotheses are based on a framework that draws upon managerial discretion and agency theories to identify the links between firm strategy, managerial motivation and control, managerial risk-bearing, and incentive plan characteristics. A pooled cross-sectional, time series research design is used to test hypotheses in a sample of 50 electric utility firms. Consistent with theory, results indicate that annual bonus plans that use cash incentives and accounting measures of performance lead to better performance among firms with Defender strategic orientations. In contrast, firms with Prospector strategic orientations realize performance benefits when they adopt stock-based incentive plans and use market measures to evaluate managerial performance. © 1997 John Wiley & Sons, Ltd.     

Group influence activities and the performance of strategic initiatives

This study examines relationships between group influence activities and the performance of strategic initiatives. Theory suggests that the strength of these relationships is contingent upon the degree of exploration inherent in an initiative's goals. An analysis of 96 initiatives in three large firms supports the moderating role of exploration for the use of formal authority and coalition building, demonstrating that these group influence activities are more important to performance in more exploratory initiatives. Although the direct relationship between rational justification and initiative performance is significant, there is no evidence of the moderating effect for this form of influence. The results show how groups associated with strategic initiatives use different forms of influence to reduce the investment and political uncertainties that limit initiative performance. Copyright © 2011 John Wiley & Sons, Ltd.     

Strategic groups as reference groups: Theory,modeling and empirical examination of industry and competitive strategy

Previous studies on strategic groups have mainly focused on their static characteristics in order to test the theory of strategic groups and intraindustry performance differences (Porter, 1979; Cool and Schendel, 1988; Fiegenbaum and Thomas, 1990). In contrast, this study takes a longitudinal, dynamic perspective and describes the forces driving strategic group membership and structural evolution. It proposes that a strategic group acts as a reference point for group members in formulating competitive strategy. A partial adjustment model of strategic mobility is then developed which incorporates the idea of a strategic group as a reference group. It models strategic change in an industry both within and across strategic groups. The model is tested in the context of an in-depth industry analysis of the more significant firms in the insurance industry over the 1970-84 time period. The results suggest that strategic groups act as reference points for firm strategies and that predictions of future firm strategies and industry/group structures may also be successfully derived.