Does interdependency affect firm and industry profitability? an empirical test

Strategy researchers have argued that heterogeneity in firms' practices and profitability within and across industries may derive from industry‐level differences in the extent of interdependencies among firms' activities. Theoretical models have clarified how and why differences in the extent of the interdependencies faced by firms across industries may affect the distributions of firm profits, but the specific predictions from these models have not been empirically tested. In this paper, we present what we believe is the first large scale empirical analysis linking differences in the extent of interdependencies across industries to differences in the distribution of firm profits within and across those industries. We use survey data to measure interdependencies systematically across a wide number of industries, thus addressing the primary obstacle to incorporating interdependencies in larger scale empirical work, and find evidence consistent with the theoretical predictions: average profitability is highest in industries with moderate levels of interdependency; the dispersion of profits among firms is higher in industries with more extensive interdependencies; and industries with more extensive interdependencies have a more positively skewed performance distribution. We find that the effect of interdependencies on average industry profitability is similar in scale to the effect of patent protection and industry growth rates, placing interdependency squarely among the strategy field's central concepts. Copyright © 2009 John Wiley & Sons, Ltd.     

Human capital and learning as a source of sustainable competitive advantage

This paper seeks to identify the sources of wide and persistent variations in learning performance in the semiconductor manufacturing industry. In the resource‐based view of the firm, human capital is frequently assumed to contribute to competitive advantage due to its inimitability based on its intangible, firm‐specific, and socially complex nature. Consistent with this view, we find that investments in firm‐specific human capital have a significant impact on learning and firm performance. More specifically, human capital selection (education requirements and screening), development through training, and deployment significantly improve learning by doing, which in turn improves performance. However, we find that acquiring human capital with prior industry experience from external sources significantly reduces learning performance. We also find that firms with high turnover significantly underperform their rivals, revealing the time‐compression diseconomies that protect firm‐specific human capital from imitation. These results provide new empirical evidence of the inimitability of human capital. Copyright © 2004 John Wiley & Sons, Ltd.     

Competitive intensity and collaboration: impact on firm growth across technological environments

This article investigates the impact of competitive intensity and collaboration on firm growth across technological environments. I propose that competitive intensity determines the likelihood of firm collaboration, and that the interaction of competitive intensity and collaboration influences firm growth. These relationships are, in turn, moderated by industry‐level technological intensity. Analyzing 1,004 firms and 378 collaborations from the manufacturing sector in Singapore, I find that firms facing high or low levels of competitive intensity collaborate less often than those facing moderate levels of competitive intensity. Industry technology intensity moderates this relationship, with a stronger inverted‐U‐shaped association between competitive intensity and collaboration in more technology intensive industries. Collaboration leads to higher growth for firms facing lower levels of competitive intensity than for firms facing higher levels of competitive intensity only in more technology intensive industries. In technologically less intensive industries, collaboration leads to higher growth for firms facing higher levels of competitive intensity as compared to those facing lower levels of competitive intensity. These findings have important implications for competitive and collaborative dynamics for firm growth in different technological environments. Copyright © 2008 John Wiley & Sons, Ltd.     

Extending the firm vs. industry debate: Does industry life cycle stage matter?

A series of Strategic Management Journal studies have debated the extent to which business‐unit, corporate parent, and industry effects explain variance in firm performance. Despite evidence that the industry life cycle impacts competition and performance, the life cycle concept has yet to be incorporated into the firm vs. industry debate. Building on ideas from systems theory, we use longitudinal data from 1,957 firms in 49 industries to examine the relative importance of business‐unit, corporate parent, and industry effects during the growth, maturity, and decline stages of the industry life cycle. We find that corporate parent and industry effects increase as industries move through the life cycle while business‐unit effects decrease between maturity and decline. Thus, the life cycle concept should be incorporated within the firm vs. industry debate. Copyright © 2013 John Wiley & Sons, Ltd     

Skew and heavy‐tail effects on firm performance

Research summary : Most strategic management studies adopt an average‐centered view that uses the central tendency to explain between‐group variation in performance (i.e., performance differences between business units, firms, industries, and countries). In this study, we explain within‐group variation using a variance‐centered view that focuses on the peripheral characteristics of performance distributions as defined by skew and heavy tails (i.e., variance and kurtosis). Drawing on performance feedback theory, we hypothesize that successful firms tend to develop a positive skew in their performance distributions, which we call a “positive skew effect” in this study, and that heavy tails moderate this effect. Our analysis of the performance of a group of foreign affiliates provides general support for our hypotheses at both the firm and segment (industry and country) levels. Managerial summary : Managers of multi‐business firms use various approaches to improve the aggregate performance of their business units. Some expand the range of upper performance outliers (exploration) or reduce the range of lower outliers (downsizing); others improve the performance of current business units (exploitation). We find that firms with superior performance tend to have a balanced mix of the three approaches. We also find that segments (countries and industries) with higher mean performances provide environments that facilitate the entry of productive firms and the exit of unproductive firms and provide environments in which incumbents can further improve their performance by learning from others. We observe that successful firms and segments have a positive skew in their performance distributions, which we call a “positive skew effect.” Copyright © 2016 John Wiley & Sons, Ltd.     

The temporal effects of relative and firm‐level absorptive capacity on interorganizational learning

We examine how determinants of absorptive capacity influence learning in alliances over time. Using longitudinal patent cross‐citation data, we find an inverted U‐shaped pattern over time that is influenced by firm‐level and relational factors. Technological similarity only modestly increases learning in the initial stages of a relationship, but moderate levels substantially increase knowledge flows later in the alliance. High technological diversity is related to higher initial learning rates, but the effects diminish over time. Somewhat surprisingly, research and development intensity is negatively related to initial learning rates but has a considerable positive effect later in the relationship. We suggest that initial learning rates in alliances may be constrained by the capacity to absorb knowledge, while later‐stage outcomes are constrained by exploitation capacity. Copyright © 2012 John Wiley & Sons, Ltd.     

Situational and institutional determinants of firms' R&D search intensity

Our theory extends the situational considerations explaining firm R&D search intensity beyond the behavioral theory of the firm by including shifts in the focus of attention among bankruptcy, aspirations, and slack. We also allow that search can reflect institutionalized investment patterns within firms and industries. We find stable firm‐specific R&D investment patterns (i.e., institutionalized search) and variations in R&D intensity depending on firms' situations—including performance relative to aspirations, proximity to bankruptcy, and slack. Our empirical results evidence shifts in the focus of attention relevant to explaining R&D search intensity for subsamples of firms in different situations. Copyright © 2007 John Wiley & Sons, Ltd.     

How does firm experience and institutional distance impact ownership choice in high‐technology acquisitions?

One of the critical reasons for a firm to acquire other firms is to access new technology. This study seeks to understand what ownership position a firm should take in foreign markets if the target is in a high‐technology industry. Specifically, it looks at how firm‐level experience and institutional distance could impact this ownership. Using logistic regression models on a sample of 1,091 cross‐border acquisitions undertaken by firms from 36 countries over an 8‐year time period (2001–2008), we find that when firms acquire targets in a high‐technology industry, they resort to partial acquisitions. Our analysis further suggests that when firms seek targets in high‐technology industries but have experience with acquisitions or face higher institutional distance, the likelihood of full acquisitions over partial ones increases. Study findings contribute to our understanding of the interactive relationship among technology, experience, and institutional distance in determining appropriate ownership choices.     

LEARNING‐BY‐DOING AND MARKET STRUCTURE*

Applying the Olley‐Pakes estimation technique to an augmented production function, we estimate rates of learning‐by‐doing in over 250 SIC4 industries in the U.S. manufacturing sector. We then examine the link between learning and producer concentration using Sutton's bounds approach. We find that the lower bound of concentration is higher in high‐learning industries, which suggests that learning‐by‐doing has characteristics of an endogenous sunk cost.     

Married to the firm? A large‐scale investigation of the social context of ownership

Research summary : Using a large sample of private firms across Europe, we examine how the social context of owners affects firm strategy and performance. Drawing on embeddedness theory and the institutional logics perspective, we argue that embeddedness in a family, in particular the nuclear family, can strengthen identification and commitment to the firm, but can also induce owners to behave more conservatively. Consistent with this argument, we find that family‐owned firms have higher profit margins, returns on assets, and survival rates compared to single‐owner or unrelated‐owners' firms, but also invest and grow more slowly, hold greater reserves of cash, and rely less on external debt. These differences are most pronounced when the two largest shareholders are married. Our results highlight the key role of marital ties in explaining differences in behavior and performance among firms. Managerial summary : Despite the prevalence of the married‐couple ownership structure in firms, little research has been dedicated to understanding how these firms are managed and perform. We examine the behavior and performance of firms owned by married couples in a large panel of closely held Western European firms. We find that married‐owner family firms are managed more conservatively relative to firms with unrelated owners and even to other family‐owned firms. In particular, married‐owner family firms invest and grow more slowly and rely less on external finance. However, they also exhibit greater performance stability and higher profitability. Our findings suggest that social relationships among owners have a large impact on firm strategy and performance, and highlight some potential trade‐offs to performance when married couples control firms. Copyright © 2015 John Wiley & Sons, Ltd.     

Rent‐Sharing under Different Bargaining Regimes: Evidence from Linked Employer–Employee Data

Using Belgian linked employer–employee data, we examine how collective bargaining arrangements affect the relationship between firms' profitability and individual wages via rent‐sharing. In industries where agreements are usually renegotiated at firm‐level (‘decentralized industries’) wages and firm‐level profits are positively correlated regardless of the type of collective wage agreement by which the workers are covered (industry or firm). On the other hand, where firm‐level wage renegotiation is less common (‘centralized industries’), wages are only significantly related to firms' profitability for workers covered by a firm‐level collective agreement. Thus, industry‐wide contracts that are not complemented by a firm‐level collective agreement suppress the impact of firm profits on workers' wages in centralized industries.     

Corporate Governance and returns on information technology investment: evidence from an emerging market

Prior studies have reported mixed findings on the impact of corporate information technology (IT) investment on firm performance. This study investigates the effect of corporate governance, an important management control mechanism, on the relation between IT investment and firm performance in the Taiwanese electronics industry. Specifically, we explore board independence and foreign ownership, which have increasingly become salient factors concerning corporate governance in emerging markets. We address their roles across firms of different sizes and in industries where degrees of competitiveness run a wide gamut. Our results show a positive moderating effect of board independence on the IT investment‐firm performance relation, especially when competition intensifies. Furthermore, we find that the greater the foreign ownership in small firms, the more positive the IT investment‐firm performance relation, suggesting that foreign investors may bring IT expertise to help small firms reap the benefits of using IT. Copyright © 2010 John Wiley & Sons, Ltd.     

SURVIVAL AND GROWTH IN RETAIL AND SERVICE INDUSTRIES: EVIDENCE FROM FRANCHISED CHAINS*

Using data on franchised chains, which are the type of single‐product entities emphasized in industry dynamics models, we show that age and size affect growth and survival even after controlling for chain characteristics and unobserved chain‐specific efficiency. This implies that age and size affect firm growth and survival for reasons other than those emphasized in learning‐type models. We also find that several chain characteristics affect growth and survival directly, and thus controlling for firm characteristics is important. Finally, we find that chain size increases rather than decreases exit among young chains, and chains converge in size over time.     

Value creation and value capture with frictions

We use a formal value‐based model to study how frictions—incomplete linkages in the industry value chain that keep some parties from meeting and transacting—affect value creation and value capture. Frictions arise from search and switching costs and moderate the intensity of industry rivalry and the efficiency of the market. We find that firms with a competitive advantage prefer industries with less, but not zero, frictions. We show that rivalry interacts nontrivially with other competitive forces to affect industry attractiveness. Firm heterogeneity emerges naturally when we introduce resource development. Heterogeneity falls with frictions, but the sustainability of competitive advantage increases. Overall, we show that introducing frictions makes value‐based models very effective at integrating analyses at the industry, firm, and resource levels. Copyright © 2011 John Wiley & Sons, Ltd.     

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.     

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.     

The clock is ticking! Executive temporal depth,industry velocity,and competitive aggressiveness

We examine how the interplay between executive temporal depth (time horizons that executives consider when contemplating past and future events) and industry velocity (the rate at which new opportunities emerge and disappear in an industry) shapes competitive aggressiveness (a firm's propensity to challenge rivals directly and intensely in order to maintain or improve its market position) and firm performance. Based on panel data (from 1995 to 2000) from 258 firms in 23 industries, we found that executive temporal depth exhibited different patterns of relationships with competitive aggressiveness in low‐ and high‐velocity industries. Moreover, competitive aggressiveness had a positive main effect on firm performance, but this effect was stronger in high‐velocity industries than in low‐velocity industries. Copyright © 2015 John Wiley & Sons, Ltd.     

Is performance driven by industry‐ or firm‐specific factors? A reply to McNamara,Aime, and Vaaler

We revisit the questions of identification of outlying firms within industries and their impact on the relative importance of firm‐ and industry‐specific factors for firm performance. In response to McNamara, Aime and Valler (2005), we argue that the key results in Hawawini, Subramnian and Verdin (2003) are insensitive to the varying methods used to identify firm outliers. Further, we argue that conducting tests on industry outliers are inconsistent to what is indicated by theory and past empirical results on the relative importance of firm and industry effects to firm performance. Firm effects may matter most for outperforming and underpeforming firms, while industry effects may be at least as important to firms ‘stuck in the middle’. Copyright © 2005 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.     

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.