Political geography and stock returns: The value and risk implications of proximity to political power

We show that political geography has a pervasive effect on the cross-section of stock returns. We collect election results over a 40-year period and use a political alignment index (PAI) of each state's leading politicians with the ruling (presidential) party to proxy for local firms’ proximity to political power. Firms whose headquarters are located in high PAI states outperform those located in low PAI states, both in terms of raw returns, and on a risk-adjusted basis. Overall, although we cannot rule out indirect political connectedness advantages as an explanation of the PAI effect, our results are consistent with the notion that proximity to political power has stock return implications because it reflects firms’ exposure to policy risk.     

Political relationships,global financing,and corporate transparency: Evidence from Indonesia

This study examines the role of political connections in firms’ financing strategies and their long-run performance. We view political connections as an example for domestic arrangements which can reduce the benefits of global financing. Using data from Indonesia, we find that firms with strong political connections are less likely to have publicly traded foreign securities. As a result, estimates of the performance consequences of foreign financing are severely biased if value-creating domestic arrangements such as political relationships are ignored. Connections not only alter firms’ financing strategies, they also influence long-run performance. Tracking returns across several regimes, we show that firms have difficulty re-establishing connections with a new government when their patron falls from power, leading closely connected firms to underperform under the new regime and subsequently to increase their foreign financing.     

Business credit information sharing and default risk of private firms

We investigate whether and how business credit information sharing helps to better assess the default risk of private firms. Private firms represent an ideal testing ground because they are smaller, more informationally opaque, riskier, and more dependent on trade credit and bank loans than public firms. Based on a representative panel dataset that comprises private firms from all major industries, we find that business credit information sharing substantially improves the quality of default predictions. The improvement is stronger for older firms and those with limited liability, and depends on the sharing of firms’ payment history and the number of firms covered by the local credit bureau office. The value of soft business credit information is higher the smaller the firms and the lower their distance from the local credit bureau office. Furthermore, in spatial and industry analyses we show that the higher the value of business credit information the lower the realized default rates. Our study highlights the channel through which business credit information sharing adds value and the factors that influence its strength.     

Does corporate social responsibility affect the cost of capital?

We examine the effect of corporate social responsibility (CSR) on the cost of equity capital for a large sample of US firms. Using several approaches to estimate firms’ ex ante cost of equity, we find that firms with better CSR scores exhibit cheaper equity financing. In particular, our findings suggest that investment in improving responsible employee relations, environmental policies, and product strategies contributes substantially to reducing firms’ cost of equity. Our results also show that participation in two “sin” industries, namely, tobacco and nuclear power, increases firms’ cost of equity. These findings support arguments in the literature that firms with socially responsible practices have higher valuation and lower risk.     

Rating agencies and the role of rating publication rights

While credit rating agencies disclose all public ratings as a matter of policy, a firm can choose whether to make a so called private rating public or to keep it confidential. This paper analyzes the economic role of such rating publication rights. In particular, the paper tries to answer the following two questions: (1) If firms have scope to disclose agency ratings at their own discretion, can they use this discretion strategically and conceal low-quality ratings?, and (2), if this is the case, what are the economic implications for rated firms, unrated firms and the rating agency, resulting from strategically motivated selective rating disclosures? Using a theoretical model, it is shown that an equilibrium with partial nondisclosure of low-quality ratings can emerge whenever investors cannot be sure whether rating nondisclosure is due to the firm being not rated, or due to the rating’s adverse content. Moreover, since from an investors’ perspective, strategically acting rated firms and unrated firms are pooled, unrated firms’ debt is always under-valued (compared to a situation in which investors know that the firm is not rated), and the debt of firms concealing their rating is always over-valued.     

Mandatory audit firm rotation: Fresh look versus poor knowledge

Our aim in this paper is to investigate the effects of mandatory audit firm rotation (MAR) on companies’ investment decision and auditor choice in a capital market setting. We compare a MAR regime with a non-MAR regime in a setting in which auditors’ independence and companies’ opinion shopping are real concerns. To capture auditor independence and opinion shopping, we model auditor biases (a conservative bias or an aggressive bias) and client firms’ incentives to engage auditors with desired biases. We find that when firms engage in opinion shopping, MAR improves investment efficiency for some firms but impairs investment efficiency for other firms. More generally, we contribute to the literature by demonstrating the real effects of auditing on corporate resource allocation decisions.     

Financial constraints of private firms and bank lending behavior

We investigate whether and how financial constraints of private firms depend on bank lending behavior. Bank lending behavior, especially its scale, scope and timing, is largely driven by bank business models which differ between privately owned and state-owned banks. Using a unique dataset on private small and medium-sized enterprises (SMEs) we find that an increase in relative borrowings from local state-owned banks significantly reduces firms’ financial constraints, while there is no such effect for privately owned banks. Improved credit availability and private information production are the main channels that explain our result. We also show that the lending behavior of local state-owned banks can be sustainable because it is less cyclical and neither leads to more risk taking nor underperformance.     

Information asymmetry,information dissemination and the effect of regulation FD on the cost of capital

This paper considers the impact of Regulation Fair Disclosure (FD) on firms’ information environments and costs of capital. For NYSE/Amex firms we find little evidence of a change in the cost of capital attributable to Regulation FD. For Nasdaq firms we find that Regulation FD increased firms’ costs of capital by 10–19 basis points per annum though the statistical significance of this change is modest for some of our models. We also show substantial cross-sectional variation in the cost of capital changes. We find that cost of capital changes were negatively related to both pre-regulation firm size and PIN. In addition to the findings regarding Regulation FD, this research contributes to a growing literature that documents links between firms’ information environments and their costs of capital.     

Credit default swap spreads and variance risk premia

We find that the firm-level variance risk premium has a prominent explanatory power for credit spreads in the presence of market- and firm-level control variables established in the existing literature. Such predictability complements that of the leading state variable—the leverage ratio—and strengthens significantly with a lower firm credit rating, longer credit contract maturity, and model-free implied variance. We provide further evidence that (1) the variance risk premium has a cleaner systematic component than implied variance or expected variance, (2) the cross-section of firms’ variance risk premia capture systematic variance risk in a stronger way than firms’ equity returns in capturing market return risk, and (3) a structural model with stochastic volatility can reproduce the predictability pattern of variance risk premia for credit spreads.     

Banks and innovation: Microeconometric evidence on Italian firms

In this paper we investigate the effect of local banking development on firms’ innovative activities, using a rich data set on innovation for a large number of Italian firms over the 1990s. There is evidence that banking development affects the probability of process innovation, particularly for firms in high-tech sectors, in sectors more dependent upon external finance, and for firms that are small. The evidence for product innovation is much weaker and not robust. There is also some evidence that banking development reduces the cash flow sensitivity of fixed investment spending, particularly for small firms, and that it increases the probability they will engage in R&D.     

Firm age and the evolution of borrowing costs: Evidence from Japanese small firms

This paper investigates how firms’ borrowing costs evolve as they age. Using a new panel data set of about 100,000 bank-dependent small firms for 1997–2002 and focusing on the channel of “adaptation” (i.e., surviving firms’ borrowing costs decline as they age) and that of “selection” (i.e., total borrowing costs decline as defaulting firms exit), we find that the reputation hypothesis suggested by Diamond (1989) provides a more plausible explanation of the downward sloping age profile of borrowing costs than the firm dynamics (Cooley and Quadrini, 2001) or the relationship banking (Boot and Thakor, 1994) hypothesis. In addition, we examine whether the firm selection process in Japan has been natural or unnatural. Our findings suggest that it has been natural in that firms with lower quality are separated, face higher borrowing costs, and are eventually forced to exit, which contrasts with the results of previous studies on credit allocations in Japan, including Peek and Rosengren (2005). Further, we find that the evolution of borrowing costs is partially due to selection but is mainly attributable to adaptation.     

Information asymmetry and firms’ credit market access: Evidence from Moody's credit rating format refinement

I exploit Moody's 1982 credit rating refinement to examine its effects on firms’ credit market access, financing decisions, and investment policies. While firms’ ex ante yield spread can partially predict the direction of refinement changes, firms with refinement upgrades experience an additional decrease in their ex post borrowing cost compared with firms with downgrades. The former subsequently also issue more debt and rely more on debt financing over equity than the latter. Lastly, upgraded firms have more capital investments, less cash accumulation, and faster asset growth than downgraded firms. These findings show that credit market information asymmetry significantly affects firms’ real outcomes.     

Going public to acquire? The acquisition motive in IPOs

Newly public firms make acquisitions at a torrid pace. Their large acquisition appetites reflect the concentration of initial public offerings (IPOs) in mergers and acquisitions-(M&A-) intensive industries, but acquisitions by IPO firms also outpace those by mature firms in the same industry. IPO firms’ acquisition activity is fueled by the initial capital infusion at the IPO and through the creation of an acquisition currency used to raise capital for both cash- and stock-financed acquisitions along with debt issuance subsequent to the IPO. IPO firms play a bigger role in the M&A process by participating as acquirers than they do as takeover targets, and acquisitions are as important to their growth as research and development (R&D) and capital expenditures (CAPEX). The pattern of acquisitions following an IPO shapes the evolution of ownership structure of newly public firms.     

Testing financing constraints on firm investment using variable capital

We consider a dynamic multifactor model of investment with financing imperfections, adjustment costs and fixed and variable capital. We use the model to derive a test of financing constraints based on a reduced form variable capital equation. Simulation results show that this test correctly identifies financially constrained firms even when the estimation of firms’ investment opportunities is very noisy. In addition, the test is well specified in the presence of both concave and convex adjustment costs of fixed capital. We confirm empirically the validity of this test on a sample of small Italian manufacturing companies.     

Flights of fancy: Corporate jets,CEO perquisites,and inferior shareholder returns

This paper studies perquisites of CEOs, focusing on personal use of company planes. For firms that have disclosed this managerial benefit, average shareholder returns underperform market benchmarks by more than 4% annually, a severe gap far exceeding the costs of resources consumed. Around the date of the initial disclosure, firms’ stock prices drop by an average of 1.1%. Regression analysis finds no significant associations between CEOs’ perquisites and their compensation or percentage ownership, but variables related to personal CEO characteristics, especially long-distance golf club memberships, have significant explanatory power for personal aircraft use.     

Reference point formation by market investors

The disposition effect [Shefrin, H., Statman M., 1985, The disposition to sell winners too early and ride losers too long. Journal of Finance, 40, 777–790], investors’ tendency to sell gaining assets and hold on to loosing assets, relies on the notion of a reference point distinguishing between losses and gains. While literature using aggregated market data documented the existence of such a reference point affecting investors’ decisions, it had not pinpointed it. The main goal of our work is to shed light on the mechanism of reference point formation. We hypothesize that salient events taking place during a stock’s holding period influence investors’ perceptions and make them update the stock’s reference point. Using analysts’ earnings forecasts, stock price data, and firms’ quarterly earnings announcements, we document that company-specific events indeed affect the reference points. We discover that the earnings announcements played a role in reference point formation when they were not anticipated, i.e., when (i) analysts’ earnings forecasts failed to provide accurate predictions; and (ii) the earnings announcements were followed by market price reactions. Moreover, the reference points were affected more profoundly for low market capitalization, high beta firms, pointing that the reference point updating process is more reactive to events when information flow is low and prices are sensitive to market fluctuations. Our results also corroborate the attention hypothesis, i.e., the observation that agents facing numerous alternatives may consider primarily those that have caught their attention.     

Ownership structure,corporate governance and analyst following: A study of French listed firms

This study investigates the effects of some characteristics of the French corporate governance model – deemed to foster entrenchment and facilitate private benefits extraction – on the extent of analyst following. The results show that analysts are more likely to follow firms both with high discrepancy level between ownership and control and those controlled through pyramiding. These findings provide empirical support to the argument that minority shareholders value private information on firms with high expropriation likelihood, asking thence for more analyst services. Additional findings show that analysts are reticent to follow firms managed by controlling family members. This is, in part, explained by these firms’ reliance on private communication channels rather than public disclosure, producing a poor informational environment.     

Country-specific sentiment and security prices

I study the effect of country-specific sentiment on security prices. I provide evidence that a country’s popularity among Americans affects US investors’ demand for securities from that country and causes security prices to deviate from their fundamental values. Moreover, I find that country popularity is positively associated with the intensity of US cross-border mergers and acquisitions activity, suggesting that country popularity also affects firms’ investment decisions.     

Corporate fraud and bank loans: Evidence from china

Receiving punishment from regulators for corporate fraud can affect financing contracts between a firm and its bank, as both the firm’s credit risk and information risk increase after punishment. By focusing on Chinese firms’ borrowing behavior after events of corporate fraud, we find that firms’ bank loans after punishment are not only significantly lower, but are also less than those for non-fraudulent firms. In addition, loan interest rates after punishment are not only higher than before, but also higher than those for their non-fraudulent counterparts. In addition, we find that corporate fraud indirectly destabilizes the “performance-bank loan” relationship. Our results suggest that corporate fraud negatively affects a firm’s ability to source debt financing, which provides new evidence about the economic consequences of fraud.