Firing Costs and Capital Structure Decisions

I exploit the adoption of state‐level labor protection laws as an exogenous increase in employee firing costs to examine how the costs associated with discharging workers affect capital structure decisions. I find that firms reduce debt ratios following the adoption of these laws, with this result stronger for firms that experience larger increases in firing costs. I also document that, following the adoption of these laws, a firm's degree of operating leverage rises, earnings variability increases, and employment becomes more rigid. Overall, these results are consistent with higher firing costs crowding out financial leverage via increasing financial distress costs.     

Employee‐friendly practices,product market competition and firm value

In this paper, we examine whether employee‐friendly practices are associated with product market competition, and whether firm value is related to employee‐friendly practices and product market competition. Using a large sample of US firms, we find positive and significant associations between employee friendliness and product market competition, and between firm value and employee friendliness when product market competition is high, consistent with the value creation theory. Both positive relations hold when we account for corporate governance. In addition, using the list of Fortune's ‘100 Best Companies to Work For’ as an alternative measure of employee‐friendly policies, we find firms in more competitive industries are more likely to treat their workers favourably. Furthermore, we find that the market reaction is more positive when firms in more competitive industries are selected for the Fortune list.     

The Effect of Exercise Date Uncertainty on Employee Stock Option Value

The IASC recently recommended that employee compensation in the form of stock options be measured at the 'fair value' based on an option pricing model and the value should be recognized in financial statements. This follows adoption of SFAS No. 123 in the United States, which requires firms to estimate the value of employee stock options using either a Black‐Scholes or binomial model. Most US firms used the B‐S model for their 1996 financial statements. This study assumes that option life follows a Gamma distribution, allowing the variance of option life to be separate from its expected life. The results indicate the adjusted Black‐Scholes model could overvalue employee stock options on the grant date by as much as 72 percent for nondividend paying firms and by as much as 84 percent for dividend paying firms. The results further demonstrate the sensitivity of ESO values to the volatility of the expected option life, a parameter that the B‐S model or a Poisson process cannot accommodate. The variability of option life has an especially big impact on ESO value for firms whose ESOs have a relatively short life (5 years, for example) and high employee turnover. For such firms, the results indicate a binomial option pricing model is more appropriate for estimating ESO value than the B‐S type model.     

Do employee-friendly firms invest more efficiently? Evidence from labor investment efficiency

We investigate the impact of employee treatment on labor investment efficiency. We provide evidence that employee-friendly treatment is significantly associated with lower deviations of labor investment from the level justified by economic fundamentals, i.e., higher labor investment efficiency. The effect of employee treatment on labor investment efficiency is stronger for firms that are human-capital-intensive, with more skilled labor and knowledge capital, and those that face higher product market competition. Using the 2008–2009 financial crisis as an external shock and applying the difference-in-difference method, we also show that employee-friendly firms have higher labor investment efficiency in the post-financial crisis period, but experience more inefficient labor investments during the crisis. Our results are robust to placebo tests, selection bias, propensity score matching, alternative explanations, alternative proxies for both employee treatment and labor investment efficiency as well as the adjustment for using residuals as dependent variables, additional control variables, and various approaches in addressing endogeneity issues.     

The impact of short-selling pressure on corporate employee relations

We show that randomly-selected Regulation SHO pilot firms respond to an increased threat of short selling by significantly improving their employee relations. Pilot firms enhance employee security to reduce the likelihood of employee-related negative publicity. The reduction of workplace concerns is most evident among pilot firms with higher degree of earnings manipulation, short interest potential, likelihood of labor disputes and employee whistle-blowing. Pilot firms experience better stock performance during the post Reg-SHO period after easing workplace concerns. Overall, our study provides novel evidence that the removal of short-selling constraints has a real effect on labor relations.     

Financial Reporting and Employee Job Search

We investigate the effects of financial reporting on current employee job search, that is, whether firms' public financial reports cause their employees to reevaluate their jobs and consider leaving. We develop theory for why current employees use earnings announcements (EAs) to inform job search decisions, and empirically investigate job search based on employees' activity on a popular job market website. We find that job search by current employees increases significantly during EA weeks, especially when employees are more mobile and when their information frictions are greater. We also find that employees use EAs to update their expectations about their employers' economic prospects, consistent with learning, and some evidence that positive announcements elicit less search. Our paper contributes to the burgeoning labor and accounting literature by providing among the first evidence closely linking financial reports to employee learning and job search.     

Accounting for employee flows

This paper examines employee flows and the association with firm earnings and interest rates. We use administrative employer–employee matched panel data from Denmark spanning 17 years and hence exploit actual data on employee arrivals (labor inflows) and departures (labor outflows). Three main findings emerge. First, we condition by firms’ economic conditions. Departures predict earnings increases for prior-year loss firms, while they predict earnings decreases for prior-year profit firms, suggesting that this conditioning can help explain the mixed results in the literature. Arrivals predict earnings increases, though only for prior-year profit firms. These effects are stronger for high-paid employees than for low-paid ones. Second, the effects of departures are generally larger than the effects of arrivals, consistent with departures disrupting operations. Third, we find that lenders price employee flow information but only for departures of high-paid employees, despite the predictive ability of the flow of other employees for future earnings. Overall our results suggest that employee flows predict firm financial performance but are only partially priced by lenders.     

Enforceability of non-compete covenants,discretionary investments,and financial reporting practices: Evidence from a natural experiment

Non-compete covenants are widely used in employment contracts to promote employee stability. Using legal amendments of non-compete enforceability as a natural experiment, we find that as non-compete enforceability increases, firms display an increased likelihood of meeting short-term earnings benchmarks, lower discretionary expenditures, and declining future performance. These effects are more pronounced when CEOs have lower ability or shorter tenures, and when firms have more growth opportunities or operate in localized industries. Our results suggest that managers actively adapt investment and financial reporting practices to the changing environment that affects their contractual relations with firms.     

Workforce environment and audit fees: International evidence

Using a dataset from 30 countries over the period from 2002 to 2017, we examine the effects of auditing clients’ workforce environment on audit fees as well as the role that national labor market flexibility plays in this relationship. We find evidence that audit fees are significantly lower for firms with a good workforce environment, suggesting that auditors perceive such clients as less risky; as a result, auditors expend less effort and/or charge a lower risk premium. Furthermore, we find this effect to be stronger for firms in countries with a more flexible labor market. Our mediation test results indicate that the relationship between the audit client workforce environment and audit fees is mediated by media coverage of workforce controversies. Our study contributes to the international audit fee literature by identifying employee welfare as a distinct audit pricing factor, above and beyond the effects of overall corporate social responsibility practices.     

Why and How UK Firms Hedge

This paper attempts to differentiate among the theories of hedging by using disclosures in the annual reports of 400 UK companies and data collected via a survey. I find, unlike many previous US studies, strong evidence linking the decision to hedge and the expected costs of financial distress. The tests show that this is mainly because my definition of hedging includes all hedgers and not just derivative users. However, when the tests employ the same hedging definition as previous US studies, financial distress cost factors still appear to be more important for this sample than samples of US firms. Therefore, a secondary explanation for the strong financial distress results might be due to differences in the bankruptcy codes in the two countries, which result in higher expected costs of financial distress for UK firms. The paper also examines the determinants of the choice of hedging method distinguishing between non‐derivative and derivatives hedging. My evidence shows that larger firms, firms with more cash, firms with a greater probability of financial distress, firms with exports or imports and firms with more short‐term debt are more likely to hedge with derivatives. Thus, differences in opportunities, in incentives for reducing risk and in the types of financial price exposure play an important role in how firms hedge their risks.     

Corporate distress and lobbying: Evidence from the Stimulus Act

The literature on distressed firms has focused on these firms’ investment, capital structure, and labor decisions. This paper investigates a novel aspect of firm behavior in distress: how financial health affects a firm?s lobbying and, consequently, its relationship with the government. We exploit the shock to nonfinancial firms during the 2008 financial crisis and the availability of the stimulus package in the first quarter of 2009. We find that firms with weaker financial health, as measured by credit default swap spreads, lobbied more. We also show that the amount spent on lobbying was associated with a greater likelihood of receiving stimulus funds.     

Employee Layoffs, Shareholder Wealth and Firm Performance: Evidence from the UK

Abstract:  We examine the financial performance of UK listed companies surrounding the announcement of permanent employee layoffs. We find that poor operating and stock price performance, increased gearing, and threats from external markets for corporate control precede employee layoffs. Layoff announcements elicit a significantly negative stock price reaction, which is driven by announcements that are reactive to poor financial conditions. We also find that layoffs result in significant increases in employee productivity and corporate focus. We conclude that layoffs represent an efficient response to poor financial conditions, but that their occurrence is strongly dependent on pressure from external control markets.     

An Empirical Analysis of the Effect of Financial Distress on Trade Credit

This paper studies the use of supplier's trade credit by firms in financial distress. Trade credit represents a large portion of firms’ short‐term financing and plays an important role in financial distress. We find that firms in financial distress use a significantly larger amount of trade credit to substitute for alternative sources of financing. Firms that are smaller, with less market power, and with more unique products tend to use more trade credit financing when in distress. We also find that firms that significantly increase their trade payables when in financial distress, experience an additional drop of at least 11% in sales and profitability growth over the previously documented 21% average drop for financially troubled firms.     

Monitoring Financial Distress in a High-Stress Financial World: The Role of Option Prices as Bank Risk Metrics

The current financial crisis offers a unique opportunity to investigate the leading properties of market indicators in a stressed environment and their usefulness from a banking supervision perspective. One pool of relevant information that has been little explored in the empirical literature is the market for bank’s exchange-traded option contracts. In this paper, we first extract implied volatility indicators from the prices of option contracts on financial firms’ equity. We then examine empirically their ability to predict financial distress by applying survival analysis techniques to a sample of large US financial firms. We find that market indicators extracted from option prices significantly explain the survival time of troubled financial firms and do a better job in predicting financial distress than other time-varying covariates typically included in bank failure models. Overall, both accounting information and option prices contain useful information of subsequent financial problems and, more importantly, their combination produces good forecasts in a high-stress financial world.     

员工薪酬竞争力与上市公司员工持股

基于员工持股相关理论,本文考察了员工薪酬竞争力对我国上市公司是否实施员工持股的可能影响。实证结果显示,员工薪酬竞争力越弱,企业越可能实施员工持股;且员工薪酬竞争力越弱,员工持股的锁定期限越长、覆盖人数越多以及员工股比例越高。进一步研究发现,员工薪酬竞争力与实施员工持股可能性的负相关关系,只在外部劳动力市场流动性高和内部人力资源成本较高以及融资约束较为严重的样本中显著。上述研究发现表明,上市公司的员工持股在一定程度上是企业在面临外部劳动力市场流动性压力和内部较高人力资源成本以及融资约束时,缓解员工薪酬竞争力不足的现实途径。本文的研究结论为完善上市公司员工持股制度提供了经验证据支持,同时拓展了员工持股、职工薪酬及收入分配等领域的相关研究文献。     

Workforce diversity and financial statement readability

The Securities and Exchange Commission has associated readability with a range of linguistic features largely determined by the language style of the information producers, including sentence length and the use of personal pronouns, familiar words, surplus words and active voice. We examine the impact of a firm's workforce ethnic diversity on its financial statement readability. Based on linguistic literature, we argue that a more diverse workforce increases the linguistic heterogeneity of the inputs into financial statements, hindering financial statement readability. We show that financial statement readability decreases with the ethnic diversity of the workforce, and that this effect is more pronounced for firms located in a community with a high crime rate or low social capital. We also find that the market reacts less to the earnings surprises of firms with less readable financial statements. We further find that the impact of white-collar employee diversity on readability is greater than that of blue-collar employee diversity. The results of robustness tests suggest that workplace diversity does not reduce firms' overall information production quality, which rules out the alternative explanation that employee diversity hinders financial statement readability through increasing employee conflict and communication errors. Overall, our study suggests that workforce diversity is an important determinant of financial statement readability.     

Do political connection disruptions increase labor costs in a government-dominated market? Evidence from publicly listed companies in China

This paper investigates whether the disruption of political connections increases labor costs among Chinese listed firms. Using the Communist Party of China's Rule No. 18 as an exogenous shock that forces firms to lose their politically connected independent directors, we find that the disruption of political connections is associated with an increase in labor costs (both in terms of aggregate labor costs per firm and average labor costs per employee) and an increase in employee turnover. Such increases do not lead to labor productivity improvements, and cannot be attributed to changes in corporate policies or the composition of labor forces after Rule No. 18. We also find that firms with higher unemployment risk and skilled labor risk increase their labor costs to a larger extent. Our results are robust to alternative labor cost measures, controlling for potential confounding events, and alternative political connection channels. Our study shows an unintended labor market consequence—increases in labor costs—of political connection disruptions for firms that are adversely affected by such disruptions.     

劳动力保护与企业风险——来自2008年新《劳动合同法》的证据

本文利用2003—2015年我国A股上市公司数据,借助2008年新《劳动合同法》的实施对劳动密集度不同的行业影响不同,识别了劳动力保护对以股价波动性衡量的企业风险的因果影响。结果显示,受新《劳动合同法》实施影响越大的企业,其股价波动性越小,即劳动力保护降低了企业风险。这一结论在经过平行趋势检验、排除同期其它政策的影响、使用不同方法计算企业风险和劳动密集度、使用平衡面板等一系列稳健性检验后,仍然成立。机制分析表明,新《劳动合同法》的实施会增加企业的杠杆率和违约概率,企业出于“风险规避”的动机会增加现金持有,以抓住未来的优良投资机会。由于国有企业对劳动力保护制度的执行度更强,杠杆率高和流动比率低的企业有更强的“风险规避”动机,因此新《劳动合同法》实施后,国有企业风险出现更大幅度的下降。本文的结论表明,在防范控制企业风险过程中,劳动力保护措施是可选的有效政策工具。     

Dividend Policy and Financial Distress: An Empirical Investigation of Troubled NYSE Firms

This paper studies the dividend policy adjustments of 80 NYSE firms to protracted financial distress as evidenced by multiple losses during 1980–1985. Almost all sample firms reduced dividends, and more than half apparently faced binding debt covenants in years they did so. Absent binding debt covenants, dividends are cut more often than omitted, suggesting that managerial reluctance is to the omission and not simply the reduction of dividends. Moreover, managers of firms with long dividend histories appear particularly reluctant to omit dividends. Finally, some dividend reductions seem strategically motivated, e.g., designed to enhance the firm's bargaining position with organized labor.     

How do banks resolve firms’ financial distress? Evidence from Japan

The main purpose of this paper is to investigate how banks resolve firms?? financial distress in Japan. Our results show that distressed firms that have more unsecured bank debt are more likely to restructure debt successfully out of court. Second, private debt restructuring is conducted during the year in which a financially distressed firm would be compelled to report negative net worth because of substantial accounting losses if no debt restructuring plans were implemented. Third, firms that are already in a negative net worth situation are more likely to receive debt forgiveness and/or debt-for-equity swaps. Finally, both the 1-year-lagged total liabilities-to-assets ratio and accounting losses are positively related to the private workout level. These results suggest that banks resolve firms?? financial distress in shareholders?? and creditors?? interests. We argue that, along with bankruptcy laws, the stock exchange rules and the fact that banks are allowed to hold shares in these firms affect the resolution of firms?? financial distress.