A Firm-Specific Analysis of the Exchange-Rate Exposure of Dutch Firms

We examine the relationship between exchange‐rate changes and stock returns for a sample of Dutch firms over 1994–1998. We find that over 50 per cent of the firms are significantly exposed to exchange‐rate risk. Furthermore, all firms with significant exchange‐rate exposure benefit from a depreciation of the Dutch guilder relative to a trade‐weighted currency index. This result confirms that firms in open economies, such as the Netherlands, exhibit significant exchange‐rate exposure. We collect unique information on the most relevant individual currencies for each firm with respect to their influence on firm value. Our results indicate that the use of a trade‐weighted currency index and the use of individual exchange rates are complements. We also measure the determinants of exchange‐rate exposure. As expected, we find that firm size and the foreign sales ratio are significantly and positively related to exchange‐rate exposure. In contrast with our hypothesis, off‐balance hedging using derivatives has no significant effects. Finally, in line with theory, we find that exposure is significantly reduced through on‐balance sheet hedging, i.e., through foreign loans and by producing in factories abroad.     

The effect of carbon dissemination on cost of equity

This study examines whether firms can influence their cost of equity (COE) by broadly disseminating their carbon information over Twitter. We study firms' dissemination decisions of carbon information by developing a comprehensive measure of carbon information that a firm makes on Twitter, referred to as iCarbon. Using a sample of 1,737 firm‐year observations for 584 nonfinancial firms with a Twitter account and listed on the U.S. NASDAQ stock exchange over the period 2009–2015, we find that iCarbon is significantly and negatively associated with COE. Our results are consistent after determining the effect of Bloomberg's environmental and environmental, social, and governance disclosure. The findings also hold when using alternative measures of COE and iCarbon.     

The Importance of the Diverse Drivers and Types of Environmental Innovation for Firm Performance

Today, firms are faced with a number of environmental challenges, such as global warming, pollution control and declining natural resources. While there is increasing pressure to deliver environmentally friendly products and services, little is known about what drives the many different types of environmental innovation, or how such pursuits' impact firm performance. Using a sample of 2181 firms, this paper examines the factors that drive nine different types of eco‐innovation in Ireland, and assesses how such innovations impact firm performance. We find that, while demand‐side, supply‐side and regulatory drivers impact on the likelihood of a firm engaging in eco‐innovation, the relative magnitudes of these impacts vary across the types of eco‐innovation considered. Moreover, we find that only two of the nine types of eco‐innovation positively impact firm performance. The results point to regulation and customer pressure as viable mechanisms through which firms can be encouraged to eco‐innovate. Copyright © 2014 John Wiley & Sons, Ltd and ERP Environment     

Corporate financial distress: The case of publicly listed firms in an emerging market economy

Occurrences of financial distress (FD) are not readily obvious yet can span several periods. This paper examines episodes of FD using industry‐relative (IR) firm‐/ accounting‐, market‐ and macro‐level information. Mixed logit regressions reveal that firm‐ and market‐based measures, as well as macro‐level variables explain the likelihood of FD in 263 publicly listed non‐banking firms in the Philippines during the period 1995 to 2018. Rates of identification of firms in financial distressed states of close to 69 percent are obtained at a cutoff probability of 0.30 in the model with time‐varying intercept and slope. This study shows the importance of recognizing heterogeneous firm behavior. The ability to more accurately predict the probability of FD and to determine the financial health of firms can help financial institutions in allocating funds and policy makers in predicting crises episodes.     

Multinationals' Offshore Operations,Tax Avoidance,and Firm‐Specific Information Flows: International Evidence

Using a large sample of multinational enterprises (MNEs) over the period 1999–2009, this study investigates whether and how offshore operations via offshore financial centers (OFCs) impact the extent to which firm‐specific information is incorporated into stock price, relative to common information. Our analyses show that, irrespective of whether a firm is a Type I offshore firm (directly having headquarters registered in OFCs) or a Type II offshore firm (indirectly setting up subsidiaries in OFCs), the amount of firm‐specific information flowing into stock price is lower for offshore firms than for non‐offshore firms. We also find that as offshore firms become more aggressive in their tax avoidance strategies, their stock prices impound a lower amount of firm‐specific information relative to common information. Finally, we find that a strong offshore proclivity also deters firm‐specific information flows, thereby driving up stock price synchronicity. Our results suggest that the opaque and complex nature of business and financial transactions in OFCs, coupled with their institutional characteristics, that is, weak and flexible legal enforcement, zero or extremely low taxation, and low litigation risk, provide offshore firms with not only stronger incentives but also the opportunities and means to adopt opaque disclosure policies and aggressive earnings management.     

Is the Competitor of my Competitor also my Competitor?

This paper presents several results on multimarket competition. First, whenever a firm faces multimarket competitors that sell goods in markets to which the firm itself has no access, the firm gains a strong incentive to expand production in its own market(s). In the capacity choice model, such a firm builds larger than Cournot capacity and pushes its competitors towards other markets. Consumers always benefit from multimarket competition. In asymmetric market structures, some firms may also benefit from multimarket arrangements, but in symmetric ones, all firms are necessarily harmed by it. Second, the intensification of indirect competition is not necessarily bad for the firm. It may be the case that, the more competitors its competitors have, the higher the firm’s profit. Finally, this model also has a multiproduct interpretation which suggests that a merger of single‐product firms may be beneficial or harmful from a social welfare perspective, depending on whether the new entity will compete with several single‐product firms or another multiproduct one.     

Identifying Outliers in Multi-Output Models

A firm may be different from other firms either in terms of the mix or scale of its input-output vector. This paper develops separate mix and scale measures of dissimilarity, and shows that these can be additively aggregated into a measure of absolute dissimilarity. The mix measure is particularly relevant in the context of frontier analysis since it will identify the firms that exert the most influence on the resulting efficiency scores.     

Insider ownership and firm performance in Taiwan's electronics industry: a technical efficiency perspective

This paper applies agency theory to explore the relationship between insider stock ownership and firm performance, particularly in terms of technical efficiency. Insiders are further classified into executives, outside directors, and large shareholders to conduct a detailed study. Six‐year (1996–2001) panel data of 416 Taiwanese listed electronics firms are examined by the stochastic production frontier approach. It is observed that raising the executive‐to‐insider holding ratio first causes a decrease and then an increase in technical efficiency, forming a U‐shaped relationship. However, the board‐to‐insider holding ratio is negatively associated with technical efficiency. The results indicate that equity ownership of top officers in high‐tech firms should be encouraged to enhance firm productivity. Copyright © 2005 John Wiley & Sons, Ltd.     

Government Engagement,Environmental Policy,and Environmental Performance: Evidence from the Most Polluting Chinese Listed Firms

This study empirically examines the implementation of environmental policies and how government engagement impacts on a firm's environmental performance based on a sample of Chinese listed firms in the eight most polluting industries over a 10‐year period. The findings of the study demonstrate that government engagement, measured as ownership structure, is positively correlated with environmental performance, measured by environmental capital expenditure, for state‐owned firms, but no significant relation is found for non‐state‐owned firms. In addition, non‐state‐owned firms are more likely to perform better in terms of environmental investment after the 2006 enactment of a new policy explicitly linking environmental issues with political incentives to regional governments. This study also reports that corporate environmental performance impairs firm value for state‐owned firms but has no impact on firm value for non‐state‐owned firms, suggesting that investors negatively respond to environmental investments made by state‐owned firms as a result of government engagement/political pressure. Copyright © 2013 John Wiley & Sons, Ltd and ERP Environment.     

Tapping Deep Pockets: The Role of Resources and Social Capital on Financial Capital Acquisition by Biotechnology Firms in Biotech–Pharma Alliances

Strategic alliances with pharmaceutical firms allow small biotechnology firms to acquire needed financial capital in exchange for sharing new, cutting‐edge technologies. This study draws from aspects of resource‐based view and social capital theory to examine the factors that influence the extent of financial capital biotech firms acquire when forming an alliance with pharmaceutical firms. Using a sample of 184 alliances from the period 1995–2000, we found that alliances where the pharmaceutical firm has greater management control are associated with greater acquisition of financial capital by the biotech firm. We also found that the credibility of the pharmaceutical firm is positively associated with the extent of financial capital acquired by the biotechnology firm and that the number of patents that the biotech firm has is negatively associated to the financial capital the biotech firm receives. We discuss the implications of our findings for theory, research, and management practice.     

Breadth-of-impact frontier: How firm-level decisions and selection environment dynamics generate boundary-spanning inventions

In this paper, we provide an ex-ante explanation for why some technologies such as James Watt’s steam engine move successfully across broad technological fields, while other technologies do not. Using a sample of VC-backed biotechnology firms, we examine firm knowledge exploration choices along three dimensions—the decision to build from technologies across broad fields, the decision to explore application domains that are new to the firm, and the decision to mix these two options at the same time. We argue that firm-level invention decisions find differing responses when received by the selection environment. We find evidence of a “breadth-of-impact frontier” for technologies, wherein the choice of whether a firm should enter into a new application domain than those of the past should be informed by the degree to which the technology is citing prior work narrowly or broadly. The findings suggest that the belief that broad sourcing diversity will always result in greater citation diversity requires some caveats. The results contribute to the understanding of not only how entrepreneurial firms evolve but also how individual firms contribute to collective progress.     

Stochastic frontier models with random coefficients

The paper proposes a stochastic frontier model with random coefficients to separate technical inefficiency from technological differences across firms, and free the frontier model from the restrictive assumption that all firms must share exactly the same technological possibilities. Inference procedures for the new model are developed based on Bayesian techniques, and computations are performed using Gibbs sampling with data augmentation to allow finite‐sample inference for underlying parameters and latent efficiencies. An empirical example illustrates the procedure. Copyright © 2002 John Wiley & Sons, Ltd.     

Patterns of corporate governance and technical efficiency in Italian manufacturing

The purpose of this paper is to analyse the relationship between the corporate governance system and technical efficiency in Italian manufacturing. We use a non‐parametric frontier technique (DEA) to derive technical efficiency measures for a sample of Italian firms taken from nine manufacturing industries. These measures are then related to the characteristics of the corporate governance system. Two of these characteristics turn out to have a positive impact on technical efficiency: the percentage of the company shares owned by the largest shareholder and the fact that a firm belongs to a pyramidal group. Interestingly, a trade‐off emerges between these influences, in the sense that one is stronger in industries where the other is weaker. Copyright © 2007 John Wiley & Sons, Ltd.     

On the accuracy of bootstrap confidence intervals for efficiency levels in stochastic frontier models with panel data

We study the construction of confidence intervals for efficiency levels of individual firms in stochastic frontier models with panel data. The focus is on bootstrapping and related methods. We start with a survey of various versions of the bootstrap. We also propose a simple parametric alternative in which one acts as if the␣identity of the best firm is known. Monte Carlo simulations indicate that the parametric method works better than the␣percentile bootstrap, but not as well as bootstrap methods that make bias corrections. All of these methods are valid␣only for large time-series sample size (T), and correspondingly none of the methods yields very accurate confidence intervals except when T is large enough that the identity of the best firm is clear. We also present empirical results for two well-known data sets.      

Firm efficiency and stock returns

In this paper, we investigate the role of firm efficiency in asset pricing using a sample of US publicly listed companies for the period 1988–2007. We employ non-parametric data envelopment analysis (DEA) on various input/output combinations, focusing on sales and market value as output measures in the construction of the frontier technologies. Using these performance measures, we examine whether efficient firms perform differently from inefficient firms following standard financial analysis procedures. First, we employ performance attribution regressions, by forming portfolios based on efficiency scores and tracking the performance of the various portfolios over time. Second, we perform cross-sectional/panel regressions to determine whether firm efficiency indeed has explanatory power for the cross-section of stock returns. Our results suggest that firm efficiency plays an important role in asset pricing and that efficient firms significantly outperform inefficient firms even after controlling for known risk factors.     

Value Relevance of Multinationality: Evidence from Korean Firms

The purpose of this study is to examine the valuation effects of multinationality in Korean firms and to identify the role of multinationality in internalization theory. We hypothesize that the market positively values the multinational activities of Korean firms, which are operating in a small open economy in which firms have strong motivations for internationalization. We use Ohlson's (1995, Contemporary Accounting Research, 11, 661) value model and document the positive effect for multinational firms compared to domestic firms, as well as the positive effect of multinationality on firm value. These results are robust across studies, as indicated by Tobin's q measure, as well as across years. We also hypothesize that multinationality mediates or moderates the relationship between intangibility and firm value that is proposed in internalization theory. We do not find supporting evidence for a mediated influence of intangibility through multinationality on firm value nor for a moderated influence of intangibility on firm value. We find that multinationality and intangibility directly and independently influence firm value, without any interference from each other. These results are also robust across studies, as indicated by Tobin's q measure. Finally, we find that multinationality in Korean firms has never lost its importance, even during the global financial crisis in the year 2008.     

The impact of litigation risk on the association between audit quality and auditor size: Evidence from China

We examine whether audit quality varies across different sizes of CPA firms under high or low auditor‐specific litigation risk exposure. We measure audit quality by the issuance of modified audit opinions and the audit fees charged to clients, and we use the organizational form of CPA firms as the proxy for auditors’ litigation risk exposure, where a partnership (limited liability) CPA firm represents a high (low) litigation risk exposure. Built on Choi, Kim, Liu, and Simunic's (2008) theoretical framework, we hypothesize that the litigation risk exposure of CPA firm moderates the association between auditor size and audit quality. Our results show that when the auditor's liability is capped (i.e., registered as a limited liability form of CPA firm), larger size CPA firms are associated with higher audit quality when compared to smaller size CPA firms. However, this positive association between auditor size and audit quality disappears for audit firms that are subject to high litigation risk exposures (i.e., registered as a partnership form of CPA firm). Our research provides new insights on the impact of auditor‐specific litigation risks on the relation between audit quality and auditor size. In particular, we show that only when auditor‐specific litigation risk is limited, do large CPA firms appear to perform higher quality audits than small CPA firms.     

The Economic Consequences of Increased Disclosure: Evidence from Cross-Listings of Chinese Firms

In this paper, we investigate the impact of cross‐listings on information asymmetry risk, the cost of capital and firm value of a group of cross‐listed Chinese companies. Our paper is the first to examine the effect of cross‐listing on information asymmetry risk. Because cross‐listed firms are subject to increased disclosure requirements, increased regulatory scrutiny and increased legal liability, we propose that Chinese cross‐listed firms have lower information asymmetry risk, lower cost of capital and higher firm value than their non‐cross‐listed counterparts. We find in both univariate and multivariate tests that cross‐listed firms enjoyed lower information asymmetry risk in the domestic market compared with the non‐cross‐listed firms. We also find that cross‐listed firms have lower cost of capital in the cross‐listing market than non‐cross‐listed firms in the domestic markets. Finally, we find that cross‐listed firms are associated with higher firm value as measured by Tobin's Q. These results have implications for international investors and companies seeking cross‐listing opportunities.     

Foreign Equity Ownership and Information Asymmetry: Evidence from Japan

Using a large sample of Japanese firms, we investigate whether the level of foreign ownership in a firm is inversely related to information asymmetry between firm (managers) and market (outside investors). Since information asymmetry is not directly observable and, thus, is difficult to measure empirically, our analysis focuses on the link between foreign shareholding and a measurable consequence of information asymmetry; that is, the timing and magnitude of intertemporal return‐earnings associations. The empirical results support our hypothesis, and subsequent tests based on residual foreign ownership show that the relation between foreign ownership and information asymmetry is robust to the addition of various control variables such as market capitalization and cross‐corporate holdings. We also show that foreign investors tend to avoid stocks with high cross‐corporate holdings. Overall, our results suggest that foreign (institutional) investors are likely to be efficient processors of public information and are attracted to Japanese firms with low information asymmetry.     

Institutional antecedents and performance consequences of employment security and career advancement practices: Evidence from the people's republic of China

In this study, we examine the provision of employment security and career advancement opportunities in firms of diverse institutional ownership and the impact of such practices on employee and firm outcomes. The sample included 478 state‐owned and non‐state‐owned firms (i.e., domestic private firms, Sino‐foreign joint ventures, and wholly‐foreign‐owned firms) in the People's Republic of China. We found that the provision of employment security was greater in state‐owned than in non‐state‐owned firms. The provision of career advancement opportunities in domestic private firms and Sino‐foreign joint ventures was similar to that in wholly foreign‐owned firms, but greater than that in state‐owned firms. The provision of career advancement opportunities was positively related to employee organizational commitment, citizenship behaviors, and firm performance. The provision of employment security was positively related to employee organizational commitment, but not to citizenship behaviors or firm performance. © 2008 Wiley Periodicals, Inc.