Capital market frictions and human capital investment: Evidence from workplace safety around regulation SHO

This paper examines the effect of capital market frictions on firms’ workplace safety. Using Regulation SHO as a natural experiment, we find a significant increase in work-related injury rates of pilot firms. The effect is stronger for firms in more competitive industries and with high financial constraints, and weaker for firms whose employees have high negotiating power and with good corporate governance. Further tests suggest that managers’ myopia shifts their focus away from investments in workplace safety when workplace safety is not related to firm performance. Overall, the results highlight how capital market frictions affect firms’ investment in human capital.     

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.     

Ownership,Internal Capital Market,and Financing Costs

The development of China’s financial markets lags behind its economic development, which has set constraints for firms to obtain external finance. In practice, Chinese firms employ an internal capital market to mitigate financial constraints. We provide a case study and empirical analysis to investigate both the determinants for the establishment of an internal capital market and its economic consequence. We find that private enterprises (PEs) have greater motivation to establish an internal capital market and to allocate capital by the market-oriented way. In addition, we find that the internal capital market can help firms reduce financing costs, especially in PEs.     

Testing for Mean-Variance Spanning with Short Sales Constraints and Transaction Costs: The Case of Emerging Markets

We propose regression-based tests for mean-variance spanning in the case where investors face market frictions such as short sales constraints and transaction costs. We test whether U.S. investors can extend their efficient set by investing in emerging markets when accounting for such frictions. For the period after the major liberalizations in the emerging markets, we find strong evidence for diversification benefits when market frictions are excluded, but this evidence disappears when investors face short sales constraints or small transaction costs. Although simulations suggest that there is a possible small-sample bias, this bias appears to be too small to affect our conclusions.     

Cash holdings of politically connected firms

Politically connected firms benefit from soft-budget constraints and are unlikely to suffer from liquidity constraints. This argument suggests that politically connected firms should hold less cash than non-connected peers. Another view posits that these firms exhibit acute corporate governance problems. In this setting, politically connected firms are more likely to hold more cash than non-connected firms. Using a sample of 50,119 firm-year observations from 31 countries, we find that politically connected firms hold more cash than their non-connected peers. We put forth two explanations for this result. Firstly, politicians use politically connected firms as “cash cows” to advance their political agendas. Secondly, political connections are conducive to agency problems. In additional analyses, we find that the positive relationship between political connections and cash holdings is stronger when corporate governance is weak.     

Inside the black box: Bank credit allocation in China’s private sector

This study examines how the Chinese state-owned banks allocate loans to private firms. We find that the banks extend loans to financially healthier and better-governed firms, which implies that the banks use commercial judgments in this segment of the market. We also find that having the state as a minority owner helps firms obtain bank loans and this suggests that political connections play a role in gaining access to bank finance. In addition, we find that commercial judgments are important determinants of the lending decisions for manufacturing firms, large firms, and firms located in regions with a more developed banking sector; political connections are important for firms in service industries, large firms, and firms located in areas with a less developed banking sector.     

Investor-legislators: Tax holiday for politically connected firms

In this paper, we examine whether political connections in the U.S. Congress affect voting patterns with respect to the American Jobs Creation Act of 2004 (AJCA). Using the financial disclosure statements of members of the U.S. Congress, we define political connections as equity-based ties between lawmakers and business groups, which capture the deliberate decision of lawmakers to establish a relationship by investing personal wealth in firm equity. We first examine whether politicians are more likely to hold equity in firms receiving benefits under the AJCA (i.e., firms with high repatriation tax costs). Our results suggest that politicians are more likely to hold equity positions in firms with high repatriation tax benefits only when such firms donate to their political campaign. We further examine how equity-based connections affect the AJCA voting outcomes and find that members of the House, but not of the Senate, holding repatriating firm's equity are more likely to vote in favour of the AJCA when PAC donations support their election campaigns. Last, we investigate whether politicians with equity holdings in repatriating firms are more likely to receive larger donations from firm-affiliated PACs before the AJCA vote in Congress. We find that PACs have larger contributions to House members who purchase equity in repatriating firms immediately prior to the AJCA vote. The results suggest that PACs of repatriating firms strategically target House representatives to increase political support for the tax holiday.     

Political Connections and Corporate Borrowing: an Analysis on the Listed Real Estate Firms in China

This paper investigates the relationship between political connections and corporate borrowing behaviour using the listed real estate development firms in China from 2001 to 2014. Evidence from China is of particular importance due to China being the world’s largest emerging and transition economy. We find that the benefit of political connections is manifested in firms obtaining loans from state-controlled banks in the first instance, but that political influence diminishes over subsequent loan extensions. The performance based requirement prevents banks providing systemic favourable treatment to the connected real estate firms, especially after the Chinese banking system reform in 2006. The results provide fresh insight on the risks and benefits of political connections in the Chinese real estate market as it transitions from a centrally planned to a market based economy under on-going market oriented banking and political reforms.     

Competitive pressure and firm investment efficiency: Evidence from corporate employment decisions

This study examines the link between product market competition and labour investment efficiency. We find that competitive pressure distorts the efficiency of corporate employment decisions by creating an underinvestment problem. This finding withstands a battery of robustness checks and remains unchanged after accounting for endogeneity concerns. Additional analysis shows that the relationship between product market competition and labour investment efficiency is stronger for firms facing higher competitive threats, greater financial constraints, higher information asymmetry and higher labour adjustment costs. Our results suggest that as competition increases bankruptcy risk, it leads managers to underinvest in labour to avoid incurring labour-related costs.     

‘Hot’ Debt Markets and Capital Structure

This paper examines the motives of debt issuance during hot‐debt market periods and its impact on capital structure over the period 1970–2006. We find that perceived capital market conditions as favourable, an indication of market timing, and adverse selection costs of equity (i.e., information asymmetry) are important frictions that lead certain firms to issue more debt in hot‐ than cold‐debt market periods. Using alternative hot‐debt market issuance measures and controlling for other effects, such as structural shifts in the debt market, industry, book‐to‐market, price‐to‐earnings, size, tax rates, debt market conditions and adjustment costs based on debt credit ratings, we find that firms with high adverse selection costs issue substantially more (less) debt when market conditions are perceived as hot (cold). Moreover, the results indicate that there is a persistent hot‐debt market effect on the capital structure of debt issuers; hot‐debt market issuing firms do not actively rebalance their leverage to stay within an optimal capital structure range.     

How are political connections valued in China? Evidence from market reaction to CEO succession

Using a sample of listed Chinese firms between 2000 and 2010, the paper analyzes the stock market reaction to CEO succession. We document significantly positive cumulative abnormal returns when CEO succession is accompanied with increased political connections. We also show that the market reaction to political connections is significantly stronger for external successors and for poorly performing firms, while it is significantly weaker for firms in high-tech industries and firms located in more developed regions. Finally we find that political connections are valued significantly less in state owned enterprises than in privately controlled firms. Our findings suggest that Chinese investors do value political connections, and such valuation is conditioned by successor origin, prior firm performance, industry, region, and ownership structure.     

The Sources of Financing Constraints

Which financial frictions drive firms’ financing constraints? We structurally estimate dynamic firm financing models embedding many financial frictions, on panels of public firms and private firms. We focus on limited enforcement, moral hazard, and trade-off models and assess which models rationalize best observed corporate policies across various samples. Our tests, based on empirical policy function benchmarks, favor trade-off models for larger public firms, limited commitment models for smaller public firms, and moral hazard models for Private firms. Our estimates suggest significant financing constraints due to agency frictions and highlight the importance of identifying their sources for firm valuation.     

Politicians and the IPO decision: The impact of impending political promotions on IPO activity in China

This paper shows that incentives created by the impending turnover of local politicians can accelerate the pace of initial public offering (IPO) activity in certain politicized environments. Focusing on China, we exploit a research setting where politicians are rewarded for capital market development, firms rely on political connections for access to capital, rent-seeking behavior is rampant, and the objectives of the state might not be to maximize capital market efficiency. We find that the rate of exchange eligible firms engaging in an IPO temporarily increases in advance of impending political promotion events. This effect holds for both state-owned and non-state-owned entities. For state-owned firms, the effect is strongest in those provinces where the politicians are more likely to be rewarded for market development activity. For non-state-owned firms, the temporary increase in IPO activity appears to be (rationally) opportunistic in nature, with the effect stronger around events more likely to disrupt the firms' political connections. Promotion period IPOs underperform non-promotion period IPOs in terms of both future financial performance and long-run stock returns, have controlling shareholders who retain a larger fraction of the company, and are more likely to divert proceeds away from their intended use after the offering.     

Political connections,financial constraints,and corporate investment

This study investigates whether firms politically connected to the ruling party can mitigate financial constraints and increase their investments. Data on Taiwan-listed companies from 1991 to 2010 are used to answer the preceding issue. Results indicate that firms connected to the ruling party that transitioned into power can mitigate financial constraints, but results do not hold for firms connected to the opposition party that transitioned out of power. Firms connected to both parties have similar results with those connected to the ruling party, but the diminishing effect is weaker than those connected to the ruling party. Results further indicate that financially constrained firms can increase their investment when they have political connections to the ruling party. Finally, firms with strong connections can reduce financial constraints more effectively.     

Macroeconomic control, political costs and earnings management: Evidence from Chinese listed real estate companies

Firms in China have faced high political costs during China’s economic transition, because they are affected by macroeconomic policies. However, research to date has offered no consistent conclusions on the relationship between political costs and earnings management in China. This study tests whether real estate firms attempt to decrease earnings during periods of macroeconomic control, using variables related to the national real estate market as proxies for political costs. We find that political costs are negatively related to earnings management in listed real estate firms. In addition, we find that non-state-owned enterprises utilized more income-decreasing accruals during this period. Our results are consistent with the political costs hypothesis.     

Discussion of “Separating Winners from Losers among Low Book-to-Market Stocks using Financial Statement Analysis”

The conference paper by Mohanram (2005) provides evidence on the success of contextual financial statement analysis in the low book-to-market (i.e., glamour) stock setting. The economic benefits of the strategy are concentrated in the identification of glamour firms that will ultimately underperform the market. In contrast to traditional accounting-based anomalies, Mohanram’s growth-based trading strategy is stronger among large, heavily followed firms, suggesting that the mechanism behind the mispricing of glamour firms is different than the traditional information environment and dissemination arguments found in other settings. Despite the robustness of the reported results, the strategy faces implementation constraints due to (1) the relative costs associated with gathering industry-adjusted data and (2) the frictions and costs associated with capitalizing on expected price declines over a long horizon. Finally, the relative benefits of contextual analysis need to be assessed against the predictive benefits accruing to traditional financial statement analysis-based investment techniques.This revised version was published online in August 2005 with a corrected cover date.     

Productivity and liquidity management under costly financing

We explore theoretically and empirically the relationship between firm productivity and liquidity management in the presence of financial frictions. We build a dynamic investment model and show that, counter to basic economic intuition, more productive firms could demand less capital assets and hold more liquid assets compared to less productive firms when financing costs are sufficiently high. We empirically test this prediction using a comprehensive dataset of Chinese manufacturers and find that more productive firms indeed hold less capital and more cash. We do not, however, observe this for US manufacturers. Our study suggests a larger capital misallocation problem in markets with significant financing frictions than previously documented.     

Voluntary adoption of board risk committees and financial constraints risk

To improve risk management processes, policymakers around the world have encouraged firms to invest in improving risk oversight and governance practices, such as adoption of a board risk committee (BRC). This paper examines whether adoption of a BRC improves a firm's access to capital by reducing financial constraints risk. Using a sample of 28,265 observations from listed firms in the U.S. from 2005 to 2017, we find voluntary adoption of a BRC significantly reduces financial constraints risk. This finding is robust to alternative proxies of financial constraints risk, accounting for sample selection bias and controlling for unobserved firm-level heterogeneity. We also find that BRC characteristics including size, financial experts and female directors are negatively related to financial constraints risk. In addition, we document significant indirect effects of BRCs on financial constraints risk through reducing information asymmetry and agency costs. In summary, the findings of this paper indicate that voluntary adoption of a BRC is important for listed firms without an effective risk governance structure at the board level.     

Judicial independence and corporate innovation: Evidence from the establishment of circuit courts

This study explores the effects of judicial independence on corporate innovation by analyzing the staggered establishment of Circuit Courts in China. We find that introducing Circuit Courts increases corporate innovation, particularly for central state-owned enterprises and private firms. Channel analysis shows that Circuit Courts significantly reduce local judicial protectionism, ease financial constraints, and improve corporate governance, which stimulates innovation. The positive effects of Circuit Courts are more pronounced in cities facing severe political intervention, regions with weak legal environments, and private firms without political or banking connections. Our results are robust to endogeneity concerns, alternative measures and specification models. Overall, this study supports the theoretical arguments that institutions matter and that improvements in judicial quality boost firms' incentives to innovate.     

Auditor Choice in Politically Connected Firms

We extend recent research on the links between political connections and financial reporting by examining the role of auditor choice. Our evidence that public firms with political connections are more likely to appoint a Big 4 auditor supports the intuition that insiders in these firms are eager to improve accounting transparency to convince outside investors that they refrain from exploiting their connections to divert corporate resources. In evidence consistent with another prediction, we find that this link is stronger for connected firms with ownership structures conducive to insiders seizing private benefits at the expense of minority investors. We also find that the relation between political connections and auditor choice is stronger for firms operating in countries with relatively poor institutional infrastructure, implying that tough external monitoring by Big 4 auditors becomes more valuable for preventing diversion in these situations. Finally, we report that connected firms with Big 4 auditors exhibit less earnings management and enjoy greater transparency, higher valuations, and cheaper equity financing.