Using Bayesian methods in strategy research: an extension of Hansenet al.

Hansen, Perry, and Reese ( 2004 ) recently argued for and demonstrated the utility of Bayesian methods for research associated with the resource‐based view (RBV) of the firm. In this paper, we propose that Bayesian approaches are highly relevant not only for strategy problems based on the RBV, but also to its extensions in the areas of dynamic capabilities and co‐evolution of industries and firms. Further, we argue that Bayesian methods are equally applicable for a wide range of strategy research questions at both the micro‐ and macro‐level. Bayesian techniques are especially useful in addressing specific methodological challenges related to firm‐ and individual‐level effects, firm‐level predictive results, precision with small samples, asymmetric distributions, and the treatment of missing data. Moreover, Bayesian methods readily permit the engineering and updating of more realistic, complex models. We provide a specific illustration of the utility of Bayesian approaches in strategy research on entry order and pioneering advantage to show how they can help to inform research that integrates micro‐ and macro‐phenomena within a dynamic and interactive environment. Copyright © 2006 John Wiley & Sons, Ltd.     

Customer information resources advantage,marketing strategy and business performance: A market resources based view

Chief among a firm's market-based resources are its relational resources such as brand equity, customer equity and channel equity that result from its interactions with customers and marketing intermediaries, and intellectual resources – accumulated knowledge about entities in the market environment such as consumers, end use and intermediate customers and competitors. In the evolving digital data rich market environment, customer-based resources, a subset of a firm's market-based resources, are becoming increasingly important as potential sources of competitive advantage. Customer information assets refer to information of economic value about customers owned by a firm. Information analysis capabilities are complex bundles of skills and knowledge embedded in a firm's organizational processes employed to generate customer knowledge from customer information assets. Customer insights or knowledge is a firm's extent of understanding of customers that informs its business decisions. Building on the resource-based, capabilities-based and knowledge-based views of the firm, resource advantage theory of competition, and the outside-in and inside-out approaches to strategy, this article presents a market resources-based view of strategy, competitive advantage and performance. The article presents a framework delineating the relationship between a firm's customer information based resources, marketing strategy and performance, and discusses implications for theory, research and practice.     

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.     

Broadening the scope of the resource-based view in marketing: The contingency role of institutional factors

Drawing on the resource-based view (RBV) of the firm and institutional theory, the authors propose and test an integrated model in an industrial marketing context that expands the boundaries of the RBV to incorporate institutional factors pertaining to societal and political issues. The rationale for taking such an integrated approach stems from the knowledge that firm performance can be explained better by incorporating not only the inability of managers to take particular actions but also their reluctance or unwillingness to pursue those behaviors. The authors develop an integrated model that tests (1) the direct effect of marketing institutional factors on the development of marketing RBV factors and (2) the moderating role of marketing institutional factors on the performance effect of marketing RBV factors. The empirical results indicate general support for the hypotheses, and this research provides several implications for broadening the scope of the RBV in marketing by underscoring how fit between marketing resources and the context in which those resources are deployed affects firm performance.     

Corporate diversification and the value of individual firms: A Bayesian approach

Research summary: Prior theory suggests that the performance effects of a firm's diversification strategy depend on a firm's individual resources and capabilities and the setting within which it is operating. However, prior tests of this theory have examined the average diversification‐performance relationship across all firms, instead of estimating the diversification‐performance relationship at the individual firm level. Efforts to estimate this average relationship are inconsistent with a central assumption of much of strategic management theory—that firms maximize value by choosing strategies that exploit their heterogeneous resources and individual situation. By adopting an approach that allows an evaluation of the diversification‐performance relationship for individual firms, this article shows that firms, both focused and diversified, tend to choose that diversification strategy—focus, related diversification, or unrelated diversification—that maximizes value. Managerial summary: Instead of a universal diversification discount or premium, this article shows that the effect of diversification on performance is heterogeneously distributed across firms and that firms tend to be rational in their diversification decisions. Copyright © 2015 John Wiley & Sons, Ltd.     

Comparing the resource‐based and market‐based views of the firm: empirical evidence from Czech privatization

The recent privatization of state‐owned enterprises in the Czech Republic forms a natural experiment to test and compare the predictive ability of the resource‐based view (RBV) against the market‐based view (MBV) under conditions of great change. It has been recognized in the literature that, under normal stable circumstances, a firm's internal resources and its external market power are fundamentally intertwined. Consequently, it is difficult to identify the relative roles of these two theories in explaining expected firm performance and firm value. However, when market conditions are in a state of flux, as in the case of the Czech Republic in 1992, we expect the firm's resources to be the primary determinants of firm value. In order to test this notion, an RBV model was developed, based on a set of firm features reflecting the rare and valuable ability to compete in the emerging capitalistic economy (as opposed to the currently prevailing bureaucratically planned economy). A contrasting MBV model was also developed, highlighting the role of market power in this regard. These models were assessed in a cross‐sectional sample of 988 Czech firms undergoing privatization. The empirical findings show that the RBV‐driven variables are remarkably better at explaining share values of Czech firms in the period of privatization than MBV‐driven variables. These results underscore the role of firm resources as a primary determinant of firm value in rapidly changing environments. Copyright © 2003 John Wiley & Sons, Ltd.     

Corporate governance failure and contingent political resources in transition economies: A longitudinal case study

This paper explores the dynamic relationship between politicians and entrepreneurs in the governance of business organizations in transition China. A longitudinal case study of Kelon (1984–2001), a product of politician-entrepreneur alliance in China’s household appliance sector, reveals how certain political resources that once assisted the entrepreneurs in creating competitive advantages in transition economies may turn into political liabilities during the course of institutional transition. Drawing upon the resource-based view (RBV) of the firm, the rent appropriation literature, and the agency theory, this paper sheds light on the contingent impacts of political resources on corporate governance and firm performance in transition economies.     

Investigating the Drivers of Innovation and New Product Success: A Comparison of Strategic Orientations*

The notion of producing innovations and achieving new product success has received a great deal of attention. Though many have investigated these effects in marketing and various fields within management, there has been little cross‐fertilization between fields of study to explain the basis for this superior performance. Though research has examined the resource‐based view (RBV) and market orientation individually, none has evaluated and compared their effect on firm innovation and new product success in one study. Furthermore, although empirical work has been conducted between market orientation and organizational learning, comparatively less research has been conducted to evaluate the relationship between organizational learning and the RBV to examine their combined effects on a firm's ability to innovate and succeed. Subsequently, the purpose of the present article is to investigate whether a focus on the customer (i.e., market orientation) or the firm (i.e., RBV) will drive the ability to (1) innovate within the firm and (2) succeed in terms of new product success, financial performance, market share, and customer value. The present article examines the relationship between organizational learning and the RBV and market orientation. It presents an empirically testable framework that investigates the relationship that RBV and market orientation have with performance outcomes. Data were collected from 249 senior executives. LISREL was applied to evaluate the relationships. Confirmatory factor analysis and related techniques were applied to assess the robustness of the measures used. Findings show that organizational learning is strongly associated with market orientation, which in turn impacts various performance outcomes including customer value. The RBV had a significant relationship with new product success. These results suggest that managers seeking innovation and new product success should focus less on the provision of customer value. Instead they should look toward developing their resources within the firm, including investing in human resources, to ultimately provide value to the firm. Findings indicate that this unique offering—innovations—will have an indirect effect on customer value and financial performance. In contrast, those in pursuit of positive financial performance and customer value should focus on the development of market orientation. Even though this will not necessarily lead to the development of innovative processes and new product success according to the present study, this approach may lead to a greater market share in the long term. This article reviews theoretical and managerial implications in more depth, providing an impetus for further research.     

Opportunity costs and non‐scale free capabilities: profit maximization,corporate scope,and profit margins

The resource‐based view on firm diversification, subsequent to Penrose ( 1959 ), has focused primarily on the fungibility of resources across domains. We make a clear analytical distinction between scale free capabilities and those that are subject to opportunity costs and must be allocated to one use or another, thereby shifting the discourse back to Penrose's ( 1959 ) original argument regarding the stock of organizational capabilities. The existence of resources and capabilities that must be allocated across alternative uses implies that profit‐maximizing diversification decisions should be based upon the opportunity cost of their use in one domain or another. This opportunity cost logic provides a rational explanation for the divergence between total profits and profit margins. Firms make profit‐maximizing decisions to increase total profit via diversification when the industries in which they are currently competing become relatively mature. Due to the spreading of these capabilities across more segments, we may observe that firms' profit‐maximizing diversification actions lead to total profit growth but lower average returns. The model provides an alternative explanation for empirical observations regarding the diversification discount. The self‐selection effect noted in recent work in corporate finance may not be indicative of inferior capabilities of diversifying firms but of the limited opportunity contexts in which these firms are operating. Copyright © 2010 John Wiley & Sons, Ltd.     

Knowledge relatedness and the performance of multibusiness firms

This study examines corporate performance effects of cross‐business knowledge synergies in multibusiness firms. It synthesizes the resource‐based view of diversification and the economic theory of complementarities to conceptualize cross‐business knowledge synergies in terms of the relatedness and the complementarity of knowledge resources across business units of the multibusiness firm. The study hypothesizes that corporate performance is improved when the firm simultaneously exploits a complementary set of related knowledge resources across its business units. In a sample of 303 multibusiness firms, the study finds that synergies arising from product knowledge relatedness, customer knowledge relatedness, or managerial knowledge relatedness do not improve corporate performance on their own. Synergies arising from the complementarity of the three types of knowledge relatedness significantly improve both market‐based and accounting‐based performance of the multibusiness corporation. Copyright © 2004 John Wiley & Sons, Ltd.     

Firm management of scientific information: Some predictors and implications of openness versus secrecy

This paper presents a model that seeks to understand and explain R&D performance differences in research-intensive companies. The primary theoretical model builds on the well-established theory of science as a public good but augments it with a game-theoretic argument for individual firm choices of scientific information openness or secrecy. The first research question we address is how a firm's scientific information openness, as measured by its research publications, impacts the firm's stock of technical knowledge. Additionally, we explore two predictor variables of scientific information openness: research lab and top management team demographics. The possible economic effects and other managerial implications of this model are also discussed.     

Developing e-commerce marketing capabilities and efficiencies for enhanced performance in business-to-business export ventures

This study builds on resource based view (RBV) theory by examining the effects of e-commerce on exporting performance. Specifically, a framework is developed and tested to determine the e-commerce resources/capabilities–marketing efficiencies–performance relationship. To explore the impact of e-commerce on exporting, a two-stage methodological approach was employed. Results from 15 depth interviews with exporters were used to gain insight into types of e-commerce resources and capabilities and their impact on export marketing efficiencies and performance. Next, the framework was empirically tested using a sample of 340 exporters. The evidence shows that specialized e-commerce marketing capabilities directly increase a firm's degree of distribution and communication efficiency, which in turn leads to enhanced export venture market performance. Overall, the analyses provide support for the need to incorporate e-commerce constructs into existing RBV theory in export marketing. Theoretical and managerial contributions are discussed and directions for future research are offered.     

Competencies and firm performance: examining the causal ambiguity paradox

Resource‐based theory argues that resources must be valuable, rare, inimitable, and lack substitutes to confer competitive advantage. Inimitability is a lynchpin of resource‐based theory and central to understanding the sustainability of competitive advantage. Although scholars recognize a positive relationship between causal ambiguity and inimitability, the relationship among critical resources called competencies, causal ambiguity, and firm performance remains an unresolved conundrum. One perspective suggests that causal ambiguity regarding competencies and performance is necessary among internal and external managers for sustainable competitive advantage because it severely limits imitation. Causal ambiguity, therefore, enhances firm performance. Another view holds that causal ambiguity places a constraint on the transfer and leveraging of these competencies within a firm. In this case, causal ambiguity may adversely influence firm performance. This paper takes a resource‐based view to develop and test hypotheses that relate managers' perceptions of causal ambiguity to their firm's performance. The hypotheses examine relationships between firm performance and (1) causal ambiguity regarding the link between competencies and competitive advantage, and (2) causally ambiguous characteristics of competencies. Research involving 224 executives in 17 organizations provides valuable insights into the relationships between causal ambiguity and firm performance. A model is then developed based on these findings. Particular consideration is given to the differing ways top and middle managers in a firm may experience causal ambiguity and to how these differences may be understood and managed. Copyright © 2001 John Wiley & Sons, Ltd.     

How anticipated employee mobility affects acquisition likelihood: Evidence from a natural experiment

This study draws on strategic factor market theory and argues that acquirers' decisions regarding whether to bid for a firm reflect their expectations about employee departure from the firm post‐acquisition, suggesting a negative relationship between the anticipated employee departure from a firm and the likelihood of the firm becoming an acquisition target. Using a natural experiment and a difference‐in‐differences approach, we find causal evidence that constraints on employee mobility raise the likelihood of a firm becoming an acquisition target. The causal effect is stronger when a firm employs more knowledge workers in its workforce and when it faces greater in‐state competition; by contrast, the effect is weaker when a firm is protected by a stronger intellectual property regime that mitigates the consequences of employee mobility. Copyright © 2014 John Wiley & Sons, Ltd.     

Conceptualizing and measuring capabilities: methodology and empirical application

This paper attempts to operationalize and measure firm‐specific capabilities using an extant conceptualization in the resource‐based view (RBV) literature. Capabilities are conceived as the efficiency with which a firm employs a given set of resources (inputs) at its disposal to achieve certain objectives (outputs). We expand on extant theoretical literature on relative capabilities, by delineating the conditions that have to be met for relative capabilities to be measured non‐tautologically. We then proceed to suggest an estimation methodology, stochastic frontier estimation (SFE), that allows us to infer firm capabilities. We illustrate this technique with a sample of firms in the semiconductor industry. Our findings underscore the heterogeneity in R& D capability across firms in this industry, as well as the persistence in these capabilities over time. We also find that the market rewards high R& D capability firms, in that they show the highest average values of Tobin's q. Copyright © 2004 John Wiley & Sons, Ltd.     

What's all that (strategic) noise? anticipatory impression management in CEO succession

We develop and test a novel theory about strategic noise with regard to CEO appointments. Strategic noise is an anticipatory and preemptive form of impression management. At the time it announces a new CEO, a board of directors seeks to manage stakeholder impressions by simultaneously releasing confounding information about other significant events. Several CEO and firm characteristics affect the likelihood that this will happen. Strategic noise is most likely when long‐term CEOs have a wide pay gap between other top managers at high stock price performance firms, and when a new CEO does not have previous CEO experience or comes from a less well‐regarded firm. Results showing that CEO succession announcements are noisier than they would be by chance have some interesting implications for impression management theory, traditional event study methodology, and managerial and public policy. Interviews with public firm directors on CEO succession provide additional validity for the strategic noise construct and help us to articulate key elements of the theory. Copyright © 2011 John Wiley & Sons, Ltd.     

Revisiting the firm,industry, and country effects on profitability under recessionary and expansion periods: A multilevel analysis

Research summary: Despite voluminous past research, the relevance of firm, industry, and country effects on profitability, particularly under adverse contexts, is still unclear. We reconcile institutional theory with the resource‐based view and industrial organization economics to investigate the effects of economic adversity, such as the 2008 global economic crisis. Using a three‐level random coefficient model, we examine 15,008 firms across 10 emerging and 10 developed countries for the 2005–2011 period. We find that firm effects become stronger under adversity, whereas industry effects become weaker, as well as country main and interaction effects, particularly among the emerging economies. These findings confirm our assumptions that the firm's own fate is, to a great extent, self‐determined; a reality that is even more pronounced during periods of extreme economic hardship. Managerial summary: In this research, we examine how generalized economic adversity affects the balance across the firm‐, industry‐, and country‐specific factors determining firm profitability. We specifically examine 15,008 firms from 10 emerging and 10 developed countries during the 2005–2011 period to investigate the effects of the 2008 global economic crisis on firm performance. We find that in such adverse conditions, the role of the industry and the country are reduced and the firm's own resources and capabilities become more pertinent for firm performance. This phenomenon is more pronounced across emerging markets. We conclude that the firm's own fate is, to a great extent, self‐determined, a reality that is markedly more evident during periods of extreme economic hardship. Copyright © 2015 John Wiley & Sons, Ltd.     

Strategic assets and organizational rent

We build on an emerging strategy literature that views the firm as a bundle of resources and capabilities, and examine conditions that contribute to the realization of sustainable economic rents. Because of (1) resource-market imperfections and (2) discretionary managerial decisions about resource development and deployment, we expect firms to differ (in and out of equilibrium) in the resources and capabilities they control. This asymmetry in turn can be a source of sustainable economic rent. The paper focuses on the linkages between the industry analysis framework, the resource-based view of the firm, behavioral decision biases and organizational implementation issues. It connects the concept of Strategic Industry Factors at the market level with the notion of Strategic Assets at the firm level. Organizational rent is shown to stem from imperfect and discretionary decisions to develop and deploy selected resources and capabilities, made by boundedly rational managers facing high uncertainty, complexity, and intrafirm conflict.     

The impact of marketing capability, operations capability and diversification strategy on performance: A resource-based view

Using resource-based view (RBV) of the firm as a theoretical backdrop; we aim to find out the relative impact of a firm's functional capabilities (namely, marketing and operations) and diversification strategies (product/service and international diversification) on financial performance. We hypothesize that this linkage depends on the firm's relative efficiency to integrate its resource-capabilities-performance triad. Using archival data of 102 UK based logistics companies, we find marketing capability is the key determinant for superior financial performance. This study highlights that a market-driven firm is likely to have better business performance than a firm focusing solely on operational capabilities. Also, firms are better off when they focus on a narrow portfolio of products/services for the clients and concentrate on a diverse geographical market. Our findings provide a new perspective to model a firm's functional capabilities and diversification strategy on its financial performance and offer a benchmarking tool to improve resource allocation decisions.