Generic and specific social learning mechanisms in foreign entry location choice

We combine economic and institutional theories of clustering in foreign entry location choice in an overarching social learning conceptualization. Prospective entrants learn about the attractiveness of alternative locations by observing the entry choices of previous investors (‘models’). We distinguish two types of learning that differ in observational focus width but can and do operate simultaneously. With assessment learning, firms judge the economic feasibility and agglomeration benefits of entering a location by observing and following a broad set of models. With bandwagon learning, firm‐level uncertainty narrows attention to, and prompts the following of, specific models, with recentness of model behavior an important moderator. We find broad support for our conceptualization in an analysis of the entries of 692 Japanese electronics firms into Chinese provinces during 1979–2001. Copyright © 2011 John Wiley & Sons, Ltd.     

R&D investment dynamics in agglomerations under weak appropriability regimes: Evidence from Indian R&D labs

What are the dynamics of R&D investment when firms agglomerate in environments with weak intellectual property rights protection? Specifically, do foreign and domestic firms present equal opportunities for free riding by domestic firms in such environments? We examine the impact on local firms' R&D investment from knowledge spillovers originating from co‐located foreign and domestic firms within and across industries. Building on fieldwork in India, we predict free riding by local firms on nearby foreign and local firms. Furthermore, we expect local firms to free ride more from other local firms within their industry and from foreign firms across industries. Analyzing a sample of 3,475 R&D lab investment decisions during 2003–2010 in India, we find that local firms free ride from other local firms both within and across industries. Copyright © 2014 John Wiley & Sons, Ltd.     

Does imitation reduce the liability of foreignness? Linking distance,isomorphism, and performance

Research summary : Research demonstrates that foreign firms from institutionally distant countries imitate the practices of domestic firms (i.e., adopt an isomorphism strategy). The conjecture has been that pursuing such a strategy can help foreign firms counteract the deleterious performance consequences associated with institutional distance; yet there is scant evidence of such. This study treats isomorphism as an endogenously selected strategy influenced by institutional distance to examine its performance consequences. Using a dataset of 80 foreign banks from 25 countries operating in the United States, we find that foreign firms from institutionally distant home countries benefit initially from selecting an isomorphism strategy. However, the benefits diminish with experience. Managerial summary : Multinational companies experience great difficulty in managing institutional distance, and research suggests that one way to overcome distance‐related constraints is to imitate the strategies of local companies. Unfortunately, we do not know enough about the performance‐related consequences of engaging in such imitative behavior. This study examines whether imitating local firms improves performance for multinational companies from institutionally distant markets. We find that imitation improves a firm's performance at first; however, with experience those same strategies result in performance decrements. Managers of multinationals should therefore be careful not to get locked into imitative strategies that provide performance benefits upon entry, but that fail to provide benefits over time. Copyright © 2015 John Wiley & Sons, Ltd.     

Learning from foreign investment by rival firms: Theory and evidence

We offer an alternative explanation for follow-the-leader behavior in foreign investment decisions based on Bayesian learning by rival firms. We test the implications of the model through a panel count data sample of MNEs that have invested in Central and Eastern Europe over the period 1990–1997. Interacting the measure of rivals' investment in country-industry pairs with uncertainty, we are able to identify the channel of Bayesian learning about revenue postulated by the model as the only one consistently generating the detected follow-the-leader behavior of foreign investments. The empirical findings are robust with respect to different model specifications.     

Media coverage and location choice

Emphasizing the importance of informed location choice, prior strategy research has examined how private information about locations affects foreign direct investment. Publicly available media information has received little attention, however, perhaps because its impact on location choice is expected to be trivial. This study examines the relationship between the extent of a location's media coverage and the number of entering foreign firms in Russia, using a novel instrumental variable for media coverage, a major anniversary of a city's establishment date. The results suggest that extensive foreign media coverage of a city increases the number of foreign entrants. This effect is stronger for firms with less private information about Russian cities; i.e., more socially and geographically distant firms and foreign entrepreneurs. Copyright © 2013 John Wiley & Sons, Ltd.     

Firm capabilities and technology ladders: sequential foreign direct investments of Japanese electronics firms in East Asia

This paper investigates how investments in capabilities offer platforms for the upgrading or downgrading of overseas subsidiaries' activities along a ‘technology ladder’ in response to macroeconomic changes. By analyzing panel data on Japanese electronic firms in East Asia from 1988 to 1994, the empirical results confirm the importance of capabilities at host country, parent company, and local subsidiary levels in sequential foreign investment decisions. The results show that subsidiary capabilities offset macroeconomic factors influencing location decisions of multinational corporations. Copyright © 2002 John Wiley & Sons, Ltd.     

Learning to let go: Social influence,learning, and the abandonment of corporate venture capital practices

Research summary: This study examines the abandonment of organizational practices. We argue that firm choices in implementing practices affect how firms experience a practice and their subsequent likelihood of abandonment. We focus on utilization of the practice and staffing (i.e. career backgrounds of managers), as two important implementation choices that firms make. The findings demonstrate that practice utilization and staffing choices not only affect abandonment likelihood directly but also condition firms' susceptibility to pressures to abandon when social referents do. Our study contributes to diffusion research by examining practice abandonment—a relatively unexplored area in diffusion research—and by incorporating specific aspects of firms' post‐adoption choices into diffusion theory. Managerial summary: When do firms shut down practices? Prior research has shown that firms learn from the actions of other firms, both adopting and abandoning practices when their peers do. But unlike adoption decisions, abandonment decisions need to account for firms' own experiences with the practice. We study the abandonment of corporate venture capital (CVC) practices in the U.S. IT industry, which has experienced waves of adoption and abandonment. We find that firms that make more CVC investments are less likely to abandon the practice, and are less likely to learn vicariously from other firms' abandonment decisions, such that they are less likely to exit CVC when other firms do. Staffing choices also matter: hiring former venture capitalists makes firms less likely to abandon CVC practices, while hiring internally makes abandonment more likely. Plus, staffing choices affect how firms learn from the environment, as CVC managers pay attention to and learn more from the actions of firms that match their work backgrounds; i.e., firms that staff CVC units with former venture capitalists are more likely to follow exit decisions of VC firms, while those that staff with internal hires are more likely to follow their industry peers. Our results suggest that firms wanting to retain CVC practices should think carefully about the implementation choices they make, as they may be inadvertently sowing seeds of abandonment. Copyright © 2015 John Wiley & Sons, Ltd.     

A path to value creation for foreign entrepreneurs

Research summary : Firms founded by foreign entrepreneurs constitute an influential and growing part of the world economy. Yet, the existing research has given little consideration to the strategies of foreign entrepreneurs beyond their decisions to start a firm. In this article, we address this gap by examining how foreign entrepreneurs may bring value to their firms as firm managers. We argue that foreign owner‐managers may benefit their firms by having access to home‐country resources. We demonstrate that, compared to hired local managers, foreign owner‐managers reduce firms' operating costs by disproportionately hiring home‐country labor when this labor is more cost‐efficient. This effect is larger for labor‐intensive industries and for entrepreneurs from less wealthy countries. Managerial summary : Foreign entrepreneurs represent an important part of the world economy. Yet, we know little of how foreign entrepreneurs manage their firms. In this article, we examine whether foreign entrepreneurs and domestic managers hire different employees. We find that when foreign entrepreneurs manage their firms personally, they hire a larger number of foreign workers, and such workers are cheaper and more productive than the local labor. Conversely, domestic managers tend to hire local employees, despite their higher relative wages. Foreign owner‐managers are particularly valuable in labor‐intensive industries and when their home‐country labor is inexpensive. Copyright © 2015 John Wiley & Sons, Ltd.     

Shareholder valuation of foreign investment and expansion

This study analyzes when different foreign investment location choices are value creating for firms at different stages of international expansion. I argue that because direct investment in developing countries is riskier than in advanced countries, shareholders may not value a firm's investment in developing countries until that firm has experience from previous international investments and capabilities to better manage and hedge the higher levels of risk and uncertainty. Using a panel of 191 U.S. manufacturing firms and their foreign investments over a 20‐year period (1981–2000), the empirical results show that firm investments in advanced and developing countries are valued differently by shareholders, depending on the firm's prior international expansion, the firm's capabilities and experiences, and the knowledge intensity of the firm's industry. These results highlight the importance of considering firm location decisions, prior experiences, and resources when analyzing. Copyright © 2006 John Wiley & Sons, Ltd.     

Entry mode,organizational learning,and R&D in foreign affiliates: evidence from Japanese firms

This paper develops hypotheses concerning the role of entry mode and experience‐based organizational learning as determinants of the R&D intensity of foreign affiliates and tests these hypotheses on a sample of 420 Japanese manufacturing affiliates abroad. Entry mode has a major impact on R&D activities: the R&D intensities of acquired affiliates substantially exceed those in wholly owned greenfield affiliates, while the R&D intensities of minority owned ventures are higher if Japanese parent firms lack strong R&D capabilities at home. For greenfield operations, support is found for an incremental growth pattern of foreign R&D as a function of organizational learning and affiliate capability building. The results are consistent with the view that part of the explanation for Japanese firms' relative lack of involvement in overseas R&D must be sought in their status as ‘latecomers’ in the establishment of overseas manufacturing networks. At the same time, a number of Japanese firms have actively used foreign acquisitions and joint ventures to gain access to overseas technology and to establish overseas R&D capabilities at a faster pace. Copyright © 2002 John Wiley & Sons, Ltd.     

Leveraging foreign institutional logic in the adoption of stock option pay among Japanese firms

Research summary : We investigate why Japanese firms have adopted executive stock option pay, which was developed with shareholder‐oriented institutional logic that was inconsistent with Japanese stakeholder‐oriented institutional logic. We argue that Japanese managers have self‐serving incentives to leverage stock ownership of foreign investors and their associated institutional logic to legitimize the adoption of stock option pay. Our empirical analyses with a large sample of Japanese firms between 1997 and 2007 show that when managers have elite education, high pay inequality with ordinary employees, and when firms experience poor sales growth, foreign ownership is more likely associated with the adoption of stock option pay. The study shows the active role of managers in facilitating the diffusion of a new governance practice embodying new institutional logic. Managerial summary : Why have Japanese firms adopted stock option pay for executives? Inconsistent with Japanese stakeholder‐oriented tradition in corporate governance, such pay has been believed to prioritize managerial attention to the interests of shareholders over those of other stakeholders. However, to the extent that shareholders' interests are legitimate in the Japanese context, executives who have self‐serving incentives to adopt such pay can leverage the need to look after shareholders' interest in their firms to legitimize their decisions. In a large sample of Japanese firms, we find that foreign ownership (representing shareholders' interests) is more likely to be associated with the adoption of stock option pay when managers are motivated to receive such pay, such as when they have elite education, high pay inequality with ordinary employees, or poor sales growth. Copyright © 2015 John Wiley & Sons, Ltd.     

Location choices under strategic interactions

We explore a fundamental aspect of firms' location choices largely overlooked in the literature: strategic interaction. We formalize the notion that strategic interaction renders collocation less appealing by fostering competition, which erodes firms' profits. Strategic interaction also impacts location choices across time. Specifically, because firms learn by doing in markets, location choices are shaped by two novel effects: entrenchment benefits from entering early in a market and improving capabilities relative to rivals, and opportunity costs from postponing entry to other markets where rivals enter and learn. When learning is local, firms collocate more: rivals are preempted from improving relative capabilities in higher‐value markets. However, when learning is global, firms collocate less: they can transfer capabilities from lower‐value to higher‐value markets, blocking rivals from achieving entrenchment benefits. Copyright © 2013 John Wiley & Sons, Ltd.     

Absorptive capacity,learning, and performance in international joint ventures

This paper proposes and tests a model of IJV learning and performance that segments absorptive capacity into the three components originally proposed by Cohen and Levinthal (1990). First, trust between an IJV's parents and the IJV's relative absorptive capacity with its foreign parent are suggested to influence its ability to understand new knowledge held by foreign parents. Second, an IJV's learning structures and processes are proposed to influence its ability to assimilate new knowledge from those parents. Third, the IJV's strategy and training competence are suggested to shape its ability to apply the assimilated knowledge. Revisiting the Hungarian IJVs studied by Lyles and Salk (1996) 3 years later, we find support for the knowledge understanding and application predictions, and partial support for the knowledge assimilation prediction. Unexpectedly, our results suggest that trust and management support from foreign parents are associated with IJV performance but not learning. Our model and results offer a new perspective on IJV learning and performance as well as initial insights into how those relationships change over time. Copyright © 2001 John Wiley & Sons, Ltd.     

Learning: What and How? An Empirical Study of Adjustments in Workplace Organization Structure

We seek to understand how firms learn about what adjustments they need to make in their organization structure at the workplace level. We define four organizational systems: traditional (the simplest system), high‐performance (the most complex system), decision‐making oriented, and financial‐incentives oriented (intermediate complexity). We analyze (1) learning‐by‐doing on adoption of more or less complex systems, (2) the performance–experience learning curves associated with different systems, (3) the match between perceived organizational capabilities and the choice of systems, the influence of (4) other firms’ systems and performance on a firm’s adjustment decisions, and of (5) a firm’s location on its decisions.     

Resource allocation for open and hidden learning in learning alliances

A satisfying relationship between alliance members is important for the success of learning alliances, especially those in the Asia Pacific region. While learning alliances create conditions for firms to leverage each other’s knowledge, firms may be opportunistic and appropriate each other’s knowledge, and firms face a tradeoff because appropriation affects the relationship between alliance members. After reviewing previous studies on knowledge sharing in learning alliances, we differentiate firms’ learning into open and hidden learning, and argue that open learning contributes to competence trust, while hidden learning reduces goodwill trust, which consequently affects open learning. Learning uncertainty, introduced in this study, and learning benefits determine expected payoffs of open and hidden learning, which influence firms’ resource investment in them. This study also finds that behavior and output control are important moderators of the relationships between expected payoffs of open and hidden learning and the resources invested in them. Thus, this study advances our understanding of the tension between cooperation and competition and the learning dynamics in learning alliances. The solution to solving the knowledge sharing dilemma in learning alliances is to promote partners’ open learning and to restrain their hidden learning. Therefore, this study argues that, with open and hidden learning, implementing proper control measures and influencing partners’ learning benefits and uncertainties can settle this dilemma. Furthermore, this study classifies the relationships of learning alliances into four types and gives an explanation of why horizontal learning alliances are usually more competitive than vertical ones.     

Learning and product entry: How diversification patterns differ over firm age and knowledge domains in U.S. generic drug industry

This study uses learning theory to show how knowledge domains affect product extension decisions and how these product decisions change as firms age. Faced with the choice of new product‐markets, a firm might decide to introduce a similar product, by leveraging existing firm knowledge, or to experiment with a less familiar product, which requires new knowledge. Using data on new drug introductions in the US generic pharmaceutical industry, the analyses showed clear support for heterogeneous product‐market entry patterns across knowledge domains as the firm ages. Across time, the form of learning shifts from exploration to exploitation. Copyright © 2013 John Wiley & Sons, Ltd.     

Whose experience matters in the boardroom? The effects of experiential and vicarious learning on emerging market entry

Using an organizational learning perspective, we develop arguments about vicarious learning through board interlocks and its relation to experiential learning. Although it is well established that firms learn from board interlocks, little attention has focused on which types of interlocks are most consequential and why. We distinguish between the relative advantages of various tie attributes such as experience, authority, and credibility and argue that these distinctions lead to measureable differences in learning outcomes. We further demonstrate that whether vicarious learning substitutes or complements focal firm experiential learning depends upon the type of interlock involved. After accounting for the endogeneity of ties, we find support for our framework in a longitudinal analysis of foreign investments by German firms in emerging economies between 1990 and 2003. Copyright © 2013 John Wiley & Sons, Ltd.     

Toward a behavioral theory of real options: Noisy signals,bias, and learning

Research Summary: We develop a behavioral theory of real options that relaxes the informational and behavioral assumptions underlying applications of financial options theory to real assets. To do so, we augment real option theory's focus on uncertain future asset values (prospective uncertainty) with feedback learning theory that considers uncertain current asset values (contemporaneous uncertainty). This enables us to incorporate behavioral bias in the feedback learning process underlying the option execution/termination decision. The resulting computational model suggests that firms that inappropriately account for contemporaneous uncertainty and are subject to learning biases may experience substantial downside risk in undertaking real options. Moreover, contrary to the standard option result, greater uncertainty may decrease option value, making commitment to an investment path more effective than remaining flexible. Managerial Summary: Executives recognize the need to make uncertain investments to grow their business while mitigating downside risk. The analogy between financial options and real corporate investments provides an appealing method to consider the practical challenge of such investment decisions. Unfortunately, the “real options” analogy seems to break down in practice. We identify how a second form of uncertainty confounds real options intuition, leading managers to overestimate the value of uncertain investments. We present a behavioral real options model that accounts for both forms of uncertainty and suggest how uncertainty interacts with behavioral bias in the option execution/termination decision. Our model facilitates assessment of the conditions under which investments in uncertain opportunities are usefully considered as real options, and provides a means to evaluate their attractiveness.     

Stakeholder value appropriation: The case of labor in the worldwide mining industry

Research Summary : We evaluate how the value appropriated by employees varies in response to an exogenous shock to the price of the firm's product and how this variation depends on institutional and ownership structures. Institutional and ownership structures that favor employees can influence firms’ location decisions and shareholders’ incentives to invest. Using data from the main copper mines in the world, we show that the value appropriated by employees rises in response to an exogenous increase in the price of minerals. Our results indicate that the magnitude of the increment in the value captured by employees is larger in stated‐owned companies, when labor regulations promote productivity‐based payments, when wages are determined through a centralized bargaining process, and when regulations associated with hiring and firing are more flexible. Managerial Summary : We show how labor regulations and state ownership affect the value appropriated by employees when there are exogenous changes in the price of the firm's products. Since the value generated by a firm is distributed among different stakeholders, a higher appropriation of value by employees results in lower appropriation by another party. Therefore, by changing the distribution of value, managerial decisions about location and entry could be affected. For instance, shareholders of firms with positive future expectations about the prices of their products might prefer to enter markets in which salary negotiations are not centralized or where partnership with the local government is not mandatory. Overall, our analysis calls for the consideration of the external environment when evaluating value appropriation by different types of stakeholders.     

Learning to time capacity expansions: an empirical analysis of the worldwide petrochemical industry, 1975–95

This paper examines how firms may learn to better time their capacity expansion decisions through their own and their rivals' past experiences. A review of the literature shows that there may be several reasons for firms to bunch their capacity additions or ‘hop on an investment bandwagon.’ These reasons include coordinating through maintaining market shares, information effects, and decision‐making biases. Given the substantial evidence of organizational learning, firms may be expected to improve their timing skills of capacity additions through their previous capacity expansion experience. Hypotheses are developed both for proprietary learning and learning at the industry level, and for forgetting. These hypotheses are tested on a database consisting of 72 companies operating in the petrochemicals industry in the United States, Europe, and Japan from 1975 to 1995. The results indicate that learning in timing capacity expansion decisions comes primarily from within firms through an accumulation of their poor outcomes. However, this timing skill is far more apparent in greenfield than incremental expansion decisions. Copyright © 2003 John Wiley & Sons, Ltd.