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

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

Rent appropriation of knowledge‐based assets and firm performance when institutions are weak: A study of Chinese publicly listed firms

Research summary : A firm's strategic investments in knowledge‐based assets through research and development (R&D) can generate economic rents for the firm, and thus are expected to affect positively a firm's financial performance. However, weak protection of minority shareholders, weak property rights, and ineffective law enforcement can allow those rents to be appropriated disproportionately by a firm's powerful insiders such as large owners and top managers. Recent data on Chinese publicly listed firms during 2007–2012 were used to demonstrate that the expected positive relationship between knowledge assets and performance is weaker in transition economies when a firm's ownership is highly concentrated and its managers have wide discretion. Moreover, rent appropriation by insiders was shown to vary with the levels of institutional development in which a firm operates. Managerial summary : Investing in knowledge‐based intangible assets (e.g., R&D) is an important value‐creation activity for the firm. Such value creation process can be facilitated by large shareholders and powerful managers, who can then take an advantageous position with critical insider information on these valuable intangible assets and therefore enjoy more opportunities to appropriate more value from them, leaving less value for other minority shareholders. The value distribution becomes increasingly skewed against minority shareholders when the institutional protection for them is weak. Indeed, in a large sample of Chinese publicly listed firms, we found that R&D investment becomes less positively associated with firm financial performance with the presence of large shareholders, high managerial equity, or CEO/Chairman duality, especially in Chinese provinces with weak institutional development. Copyright © 2016 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.     

Equity‐based incentives and collaboration in the modern multibusiness firm

Research summary : This paper examines the role of equity‐based incentives in fostering cross‐business‐unit collaboration in multibusiness firms. We develop a formal agency model in which headquarters offers equity and profit incentives to business‐unit managers with the objective of maximizing total expected firm returns. The resulting compensation contract provides a rich mechanism for aggregating value from collaborative interactions across business units, aligning managers' efforts with the firm's growth prospects and organization structure and managing the dual risks in profits and firm market value. The inclusion of equity incentives elicits higher levels of own‐unit and collaborative efforts over the profits‐only contract. Our results suggest that equity‐based incentives are most beneficial when profitability is uncertain relative to long‐term growth prospects, in firms pursuing related diversification strategies, and in periods of rising equity markets. Managerial summary : Equity‐based compensation such as restricted stock grants and options are increasingly common, not only for CEOs and other top executives, but also for business unit managers and other non‐C‐suite employees. The paper studies the role of such “global” incentives in enabling multibusiness firms to benefit from cross‐unit collaboration. Results from our model show that managerial contracts that include appropriate levels of equity incentives, in addition to profit‐based incentives, generate higher own‐unit and collaborative efforts. We also find that equity incentives are likely to be most beneficial for large firms in high‐growth sectors, for firms pursuing a related diversification strategy, and in periods of rising stock markets. The model can also provide useful guidance on designing return‐maximizing compensation contracts for business unit managers in different firm, organizational, and industry contexts. Copyright © 2015 John Wiley & Sons, Ltd.     

Above the glass ceiling: When are women and racial/ethnic minorities promoted to CEO?

Using a dataset of all CEO transitions in Fortune 500 companies over a 15‐year period, we analyze mechanisms that shape the promotion probabilities and leadership tenure of women and racial/ethnic minority CEOs. Consistent with the theory of the glass cliff, we find that occupational minorities—defined as white women and men and women of color—are more likely than white men to be promoted CEO of weakly performing firms. Though we find no significant differences in tenure length between occupational minorities and white men, we find that when firm performance declines during the tenure of occupational minority CEOs, these leaders are likely to be replaced by white men. We term this phenomenon the “savior effect.” © 2013 John Wiley & Sons, Ltd.     

Why strategic factor markets matter: “New” multinationals' geographic diversification and firm profitability

This study examines firm profitability differences among “new” multinational enterprises (NMNEs) pursuing geographic diversification into two distinct types of geographic locations based on the development of strategic factor markets. Building on strategic factor markets theory, we propose that firm‐specific advantages of NMNEs contribute differentially to firm profitability because they evolve differently given strategic factor market differences in host compared to home countries. Using a sample of Korean manufacturing MNEs during the 1993–2003 period, we find that geographic diversification into resource‐poorer host countries has a positive relationship with firm profitability, whereas geographic diversification into resource‐richer host countries has a U‐shaped relationship with firm profitability. Our study demonstrates why strategic factor markets—an important and often overlooked contextual factor—matter in exploring rationales for geographic diversification. Copyright © 2014 John Wiley & Sons, Ltd.     

Upper‐echelon executive human capital and compensation: Generalist vs specialist skills

This study extends current knowledge of upper echelon executive compensation beyond the CEO, specifically CFO compensation, based on whether they possess generalist or specialist skills. We find that “strategic” CFOs with an elite MBA (generalist) consistently command a compensation premium, while “accounting” CFOs (specialist) and CFOs with a non‐MBA master's degree, even from an elite institution, do not. Further, scarce “strategic” CFOs are awarded both higher salaries and higher equity‐based compensation. Our findings support the view that unique complementarities between scarce CFOs and firms increase these executives' bargaining power leading to pay premium. Our results are robust to post‐hiring years, firm sizes, board characteristics, and CFO's insider/outsider status. We contribute at the confluence of upper‐echelon compensation, executive human capital, resource‐based view, and assortative matching literatures. Copyright © 2014 John Wiley & Sons, Ltd.     

Has the “CEO effect” increased in recent decades? A new explanation for the great rise in America's attention to corporate leaders

We introduce a new explanation for one of the most pronounced phenomena on the American business landscape in recent decades: a dramatic increase in attributions of CEO significance. Specifically, we test the possibility that America's CEOs became seen as increasingly significant because they were, in fact, increasingly significant. Employing variance partitioning methodologies on data spanning 60 years and more than 18,000 firm‐years, we find that the proportion of variance in performance explained by individual CEOs, or “the CEO effect,” increased substantially over the decades of study. We discuss the theoretical and practical implications of this finding. Copyright © 2014 John Wiley & Sons, Ltd.     

Mapping the Topic Landscape of JPIM, 1984–2013: In Search of Hidden Structures and Development Trajectories

During the three decades since its inception in 1984, the JPIM has shaped the evolution of innovation research as a scientific field. It helped create a topic landscape that is not only more diverse and rich in insights, but also more complex and fragmented in structure than ever before. We seek to map this landscape and identify salient development trajectories over time. In contrast to prior citation‐based studies covering the first two decades of JPIM research, we benefit from recent advances in natural language processing and rely on a topic modeling algorithm to extract 57 distinct topics and the corresponding most common words, terms, and phrases from the entire full‐text corpus of 1008 JPIM articles published between 1984 and 2013. Estimating the development trajectory of each topic based on yearly publication counts in JPIM allows us to identify “hot,” “cold,” “revival,” “evergreen,” and “wall‐flower” topics. We map these topics onto the Product Development and Management Association (PDMA) Body of Knowledge categories and discover that these categories differ significantly not only in terms of their internal topic diversity and relative prevalence, but also—and arguably more importantly—in terms of their publication and citation trajectories over time. For instance, the PDMA category “Codevelopment and Alliances” exhibits only moderate topic diversity (7 out of 57 topics) and prevalence in JPIM (161 out of 1008 articles). That said, it is among the most dynamic categories featuring two evergreen topic (“Users and Innovation” and “Tools and Systems for Technology Transfer”) and three hot topics (“Open Innovation,” “Alliances and Cooperation,” and “Networks and Network Structure”) as well as a sharply growing annual number of citations received. Our findings are likely to be of interest to all those who are keen to (re)discover JPIM's topic landscape in search of hidden structures and development trajectories.     

Alleviating managerial dilemmas in human‐capital‐intensive firms through incentives: Evidence from M&A legal advisors

Research summary: We examine how human‐capital‐intensive firms deploy their human assets and how firm‐specific human capital interacts with incentives to influence this deployment. Our empirical context is the UK M&A legal market, where micro‐data enable us to observe the allocation of lawyers to M&A mandates under different incentive regimes. We find that law firms actively equalize the workload among their lawyers to seek efficiency gains, while “stretching” lawyers with high firm‐specific capital to a greater extent. However, lawyers with high firm‐specific capital also appear to influence the staffing process in their favor, leading to unbalanced allocations and less sharing of projects and clients. Paradoxically, law firms may adopt a seniority‐based rent‐sharing system that weakens individual incentives to mitigate the impact of incentive conflicts on resource deployment. Managerial summary: The study highlights the dilemmas when professional service firms allocate their key individuals to incoming projects, and the role that monetary incentives play in aggravating or alleviating these dilemmas. In the context of UK M&A law firms, we find that partners have a tendency to be attached to too many projects and not to share enough work, which is exacerbated when individual monetary incentives are stronger. Firms adopting a seniority based incentive system (lockstep system) are able to alleviate this effect. This implies that there is a trade‐off between rewarding personal performance versus balancing workloads and fostering collaboration among professionals. Copyright © 2015 John Wiley & Sons, Ltd.     

Home Alone: The Effects of Lone‐Insider Boards on CEO Pay,Financial Misconduct,and Firm Performance

Research summary: Corporate scandals of the previous decade have heightened attention on board independence. Indeed, boards at many large firms are now so independent that the CEO is “home alone” as the lone inside member. We build upon “pro‐insider” research within agency theory to explain how the growing trend toward lone‐insider boards affects key outcomes and how external governance forces constrain their impact. We find evidence among S&P 1500 firms that having a lone‐insider board is associated with (a) excess CEO pay and a larger CEO‐top management team pay gap, (b) increased likelihood of financial misconduct, and (c) decreased firm performance, but that stock analysts and institutional investors reduce these negative effects. The findings raise important questions about the efficacy of leaving the CEO “home alone.” Managerial summary: Following concerns that insider‐dominated boards failed to protect shareholders, there has been a push for greater board independence. This push has been so successful that the CEO is now the only insider on the boards of more than half of S&P 1500 firms. We examine whether lone‐insider boards do in fact offer strong governance or whether they enable CEOs to benefit personally. We find that lone‐insider boards pay CEOs excessively, pay CEOs a disproportionately large amount relative to other top managers, have more instances of financial misconduct, and have lower performance than boards with more than one insider. Thus, it appears that lone‐insider boards do not function as intended and firms should reconsider whether the push towards lone‐insider boards is actually in shareholders' best interests. Copyright © 2017 John Wiley & Sons, Ltd.     

Intra‐industry diversification and firm performance

We study how intra‐industry product diversity affects firm performance by analyzing the implications of expanding a firm's product line within its core business. We conjecture that increases in product diversity initially undermine performance because of negative transfer effects but then improve it due to economies of scope. We further theorize that this U‐shaped effect of product diversity becomes more pronounced as the firm increases the intensity of its technology investment, yet is likely to be attenuated by the firm's accumulated experience with intra‐industry diversification. Data on 156 U.S.‐based software firms operating from 1990 to 2001 furnish support for these conjectures. Our study advances emerging research on intra‐industry diversification by underscoring some of its contingent performance effects. Copyright © 2013 John Wiley & Sons, Ltd.     

Response to Vuori and Vuori's commentary on “Heuristics in the strategy context”

We recently introduced a research program on how firms can effectively capture fleeting opportunities using heuristics. Heuristics, we advocate, are the essence of strategy, especially in unpredictable markets where opportunities are often numerous, fast moving, and uncertain. Our emphasis on heuristics invites comparison with prominent research programs in cognitive psychology. We address this opportunity by comparing our “simple rules” heuristics approach with “heuristics‐and‐biases” and “fast‐and‐frugal” heuristics research. Collectively, the three approaches offer a rich understanding of heuristics. Copyright © 2014 John Wiley & Sons, Ltd.     

Firm‐specific human capital,organizational incentives,and agency costs: Evidence from retail banking

This paper explores conflicting implications of firm‐specific human capital (FSHC) for firm performance. Existing theory predicts a productivity effect that can be enhanced with strong incentives. We propose an offsetting agency effect: FSHC may facilitate more‐sophisticated ‘gaming’ of incentives, to the detriment of firm performance. Using a unique dataset from a multiunit retail bank, we document both effects and estimate their net impact. Managers with superior FSHC are more productive in selling loans but are also more likely to manipulate loan terms to increase incentive payouts. We find that resulting profits are two percentage points lower for high‐FSHC managers. Finally, profit losses increase more rapidly for high‐FSHC managers, indicating adverse learning. Our results suggest that FSHC can create agency costs that outweigh its productive benefits. Copyright © 2013 John Wiley & Sons, Ltd.     

Strategic NPV: Real Options and Strategic Games under Different Information Structures

Research summary : Among the most difficult firm strategic choices is the trade‐off between making a long‐term commitment or holding off on investment in the face of uncertainty. To operationalize strategic management theory under demand, technological and competitive uncertainty, we develop a Strategic Net Present Value (NPV) framework that integrates real options and game theory to quantify value components and interactions at the interface between NPV, real options, and strategic games. Our approach results in new propositions clarifying the way learning‐experience conditions, technological uncertainty, and proprietary information interact to tilt the balance in the interplay between wait‐and‐see flexibility and strategic commitment. As such, Strategic NPV adds to our understanding of the conditions where NPV, real options, or strategic thinking are more relevant. Managerial summary : This study develops and elucidates implementation of a new valuation construct, “Strategic Net Present Value (NPV),” that integrates real options and game theory to more accurately portray strategic decisions underlying management theory. Among the most difficult firm strategic choices in capital intensive industries, such as energy, mining, chip manufacturing, and infrastructure development, is the trade‐off between making a long‐term commitment or holding off on investment in the face of demand, technological, and competitive uncertainties. The study provides new insights on the way various conditions, such as learning‐experience effects, technological uncertainty, and proprietary information, interact to tilt the balance in the interplay between commitment and wait‐and‐see flexibility. As such, Strategic NPV adds to our understanding of when NPV, real options, or strategic thinking matter more critically for decision making. Copyright © 2017 John Wiley & Sons, Ltd.     

Firm‐specific knowledge assets and employment arrangements: Evidence from CEO compensation design and CEO dismissal

Research summary : We argue that firms with greater specificity in knowledge structure need to both encourage their CEOs to stay so that they make investments with a long‐term perspective, and provide job securities to the CEOs so that they are less concerned about the risk of being dismissed. Accordingly, we found empirical evidence that specificity in firm knowledge assets is positively associated with the use of restricted stocks in CEO compensation design (indicating the effort of CEO retention) and negatively associated with CEO dismissal (indicating the job securities the firm committed to CEOs). Furthermore, firm diversification was found to mitigate the effect of firm‐specific knowledge on both CEO compensation design and CEO dismissal, as CEOs are more removed from the deployment of knowledge resources in diversified firms. Managerial summary : A firm's knowledge structure, that is, the extent to which its knowledge assets are firm‐specific versus general, has implications for both CEO compensation design and CEO dismissal. In particular, we find that a firm with a high level of firm‐specific knowledge has the incentive to retain its CEO through the use of restricted stocks in CEO compensation. Such a firm is also likely to provide job security for its CEO, leading to a lower likelihood of CEO dismissal. These arguments, however, are less likely to hold in diversified corporations as CEOs in such corporations are more removed from the deployment of knowledge assets. A key managerial implication is that CEO compensation and job security design should be made according to the nature of firm knowledge assets. Copyright © 2016 John Wiley & Sons, Ltd.     

Explaining post‐IPO venture performance through a knowledge‐based view typology

We extend the knowledge‐based view with a new typology and its application to post‐IPO firm performance. The typology categorizes knowledge development activity along the dimensions of familiarity (whether the firm has experience with the knowledge or it is new) and source (whether the firm creates it independently or with partners). We use this typology to determine direct and interaction effects of knowledge development activity on survival, RoA, and Tobin's q of newly public firms. Using a sample of 1,056 high‐technology manufacturing IPOs in 1990–2005, we find that focused, internal knowledge development correlates with higher performance. We also find a positive interaction effect in combining focused, internal and diversifying, alliance‐based knowledge development, and a negative interaction effect in combining diversifying, internal and alliance‐based knowledge development. Copyright © 2013 John Wiley & Sons, Ltd.     

Within‐industry diversification and firm performance—an S‐shaped hypothesis

This study shows that the interplay between “adjustment costs”, “coordination costs” and within‐industry diversification benefits, results in an S‐shaped relationship between within‐industry diversification and firm performance. At low levels of within‐industry diversification, coordination costs are negligible but “adjustment costs” are higher than the synergy benefits of a limited product scope, hence leading to negative performance outcomes. At moderate levels of within‐industry diversification synergies between related product categories substantially increase and outweigh the rise in adjustment and coordination costs, resulting in positive performance outcomes. Yet, extensive within‐industry diversification gives rise to considerable coordination costs, which, coupled with adjustment costs, outweigh synergy effects and hamper performance. The study further shows that a greater change rate of within‐industry diversification results in negative performance outcomes. Copyright © 2014 John Wiley & Sons, Ltd.     

Do foreign entrepreneurs benefit their firms as managers?

Research summary: The entrepreneurship literature has extensively studied an individual's decision to found a new venture, but it has little to say about the individual's choice to operate this venture personally or hire an agent. This decision is particularly challenging for foreign entrepreneurs, who, in addition to traditional factors, such as agency costs and personal preferences, need to take into consideration the benefits and liabilities of foreignness. Using novel data on foreign entrepreneurial firms and instrumenting for the owner‐manager choice with a visa policy change, we find that managing foreign entrepreneurs significantly improve firm performance. Our results further suggest that foreign owner‐managers reduce operating costs but have no effect on the firm's productivity and growth. Managerial summary: Immigrants represent a significant part of the population in the United States and Europe and are often more entrepreneurial than local nationals. However, a person starting a firm in a foreign country faces unique challenges. One important choice that a foreign entrepreneur has to make is whether to operate the firm personally or hire a local agent. Foreign entrepreneurs are often believed to be worse managers because they have limited local knowledge and skills. However, our results point to the contrary: We find that managing foreign entrepreneurs significantly improve firm performance by decreasing firms' operating costs. This happens because foreign owner‐managers often have access to unique resources, higher work incentives, and superior management skills acquired at home. Copyright © 2016 John Wiley & Sons, Ltd.     

The impact of technical consultants on the quality of their clients' products: Evidence from the Bordeaux wine industry

Research summary : Recent research rooted in the resource‐based view of the firm suggests that resources are more likely to create value if they are effectively managed. An underlying assumption of the literature is that firms manage their resources on their own. However, many firms hire consultants to help them do so. In this study, I develop and test hypotheses regarding the impact of technical consultants on the quality of their clients' products. Using data from the Bordeaux wine industry, I find evidence that the use of technical consultants has a positive impact on relative product quality and a negative impact on the extremeness of relative product quality. Moreover, the positive impact of technical consultants on relative product quality is stronger at lower levels of relative resource quality. Managerial summary : Findings from a study in the Bordeaux wine industry indicate that the decision to hire consultants should depend on a firm's strategy. If a firm wants to improve its performance, it should hire consultants. Indeed, the “best practices” of technical consultants are generally more valuable than internally generated knowledge. If a firm wants to achieve outstanding performance, hiring consultants may not be the right decision. Because the “best practices” of technical consultants have more certain performance implications than internally generated knowledge, they decrease the likelihood of extremely low performance. However, their lack of uniqueness also decreases the likelihood of extremely high performance. Finally, the decision to hire consultants should depend on the quality of a firm's resources. Firms with low‐quality resources tend to benefit more from the “best practices” of technical consultants. Copyright © 2016 John Wiley & Sons, Ltd.