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Digital transformation is essential for commercial banks to maintain long-term competitiveness in the digital economy era. This study aims to investigate the relationship between inside debt and the bank's digital transformation.

This study set up a quasi-natural experiment based on implementing the executive compensation deferral system in the Chinese banking industry. Using the annual panel data of 180 commercial banks in China from 2007 to 2021, this study employed the difference-in-differences (DID) method to conduct an empirical analysis.

This study confirms a significant statistical relationship between inside debt and the bank's digital transformation, and managerial myopia is the transmission channel of inside debt affecting the bank's digital transformation. Furthermore, the development of Internet finance and the enhancement of bankers' confidence will improve the contributions of inside debt to the bank's digital transformation.

This study contributes to the literature on inside debt and the bank's digital transformation. It has specific policy value for the scientific design of the banking compensation mechanism and accelerating banks' digital transformation.

The purpose of this paper is to investigate the effect of market competition on the relation between CEO inside debt and corporate risk-taking.

Ordinary least squares regressions are used to estimate the relation between CEO inside debt and firm risk. Additionally, instrumental variable (IV-GMM) regressions are used to check the robustness of the results.

The results of this paper indicate that CEO inside debt is negatively associated with the measures of future risk. However, this negative association is influenced by market competition. Specifically, CEO inside debt results in lower levels of firm risk when market competition is high. When market competition is low, inside debt has no effect on firm risk. Additional results show that CEOs with large inside debt tend to decrease R&D investments and financial leverage and increase firm cash holdings and working capital only when market competition is high. Overall, these results suggest that market competition significantly influences the effect of CEO inside debt on corporate risk-taking by changing the strength of incentives from inside debt.

CEO inside debt could be used to provide incentives to CEOs to manage corporate risk-taking.

The empirical results in this paper provide a practical tool to the boards of corporations to manage corporate risk-taking. The results suggest that boards can reduce excessive risk-taking by increasing the level of debt type compensation incentives. However, this strategy is effective only when market competition is high because in such markets inside debt provides the strongest incentives to reduce corporate risk. When competition is low, incentives from inside debt are ineffective in managing corporate risk-taking.

This is the first study that shows that the negative association between CEO inside debt and corporate risk-taking critically depends on the intensity of market competition.

The purpose of this paper is to empirically examine the relation between incentives from CEO inside debt (deferred compensation and pension benefits) and corporate social responsibility (CSR).

Instrumental variable (IV-GMM) regressions are used to estimate the relation between CEO inside debt and CSR.

The results of this paper indicate that CEOs with large inside debt tend to invest more in CSR. Analysis of CSR strengths and concerns supports this finding and shows that CEO inside debt is significantly positively (negatively) associated with CSR strengths (concerns). Further tests indicate that CEO inside debt exerts a positive and significant effect on all five dimensions of social performance (diversity, community, product, employee relations and environment).

The results of this study are based on US corporations. Future research should investigate if these results hold for firms in other countries in order to better our understanding of the relation between CEO inside debt and CSR.

CEOs use CSR as a risk management strategy to reduce corporate risk in order to protect the value of their inside debt.

The results in this paper provide a practical tool to boards of corporations to increase investment in CSR. The results suggest that boards can encourage CEOs to invest in CSR by increasing incentives from inside debt.

This study contributes to the literature that examines the relation between inside debt and CSR by showing that CEO inside debt exerts a positive impact on CSR.

This study investigates the impact of bank CEOs’ inside debt on shareholder benefits in the context of bank mergers and acquisitions (M&A) before the 2008–2009 financial crisis.

Employing an event-study methodology, this analysis delves into market reactions to bank M&A announcements during 2006–2007, encompassing 105 M&As by 79 public commercial banks. This era witnessed heightened risk-taking behavior on the verge of the financial crisis. We explore the relation between relative inside debt and market abnormal returns at M&A announcements and the association between relative inside debt and cash payment preferences in M&As.

Evidence suggests that M&A announcements from banks where acquiring CEOs hold a substantial inside debt experience favorable stock market reaction, particularly for smaller banks. Additionally, banks with elevated CEO inside debt tend to favor cash as a payment mode for M&As.

One limitation of this study is the short period of data availability. The data used in this study covers only 2006 and 2007, the periods marked by notable risk-taking activities on the verge of the financial crisis. Although this period is perfectly suitable for our investigation, given the prevalence of conflicts between equity and debt holders, it is essential to acknowledge that our findings may not capture changes or trends over time. Nevertheless, the results offer valuable insights into the factors that influence the behavior of the studied population. Future research could employ a longitudinal design to address this limitation and gain a more comprehensive understanding of the dynamics over extended periods.

Our study has significant implications for businesses and policymakers as it provides insights into the factors contributing to financial crises and how compensation mechanisms can be used to moderate bank risk-taking. We propose that CEO inside debt compensation presents a plausible mechanism that boards of directors can incorporate into bank executive compensation contracts. By doing so, they can promote value-enhancing investments and moderate excessive risk-taking, thereby safeguarding the financial stability of individual banks and overall financial system.

Our study sheds light on the beneficial role of bank CEO inside debt for shareholders, contributing empirical backing to the conflict resolution viewpoint in the discourse on wealth appropriation. From a regulatory stance, our findings advocate for the inclusion of bank CEO inside debt in executive remuneration agreements. Such a strategy can empower boards of directors to mitigate undue risk and enhance shareholder value in M&As, safeguarding both individual bank and broader financial system stability.

The authors intend to perform empirical analysis to test the theory proposed by Edmans and Liu (2011) that CEOs with more debt-like compensations care more about the liquidation value of the firm. The purpose of this paper is to examine the relations between CEO inside debt ratios and tangible assets (i.e. asset tangibility, liquidation value, and fixed asset investment).

The authors use the Ordinary Least Square (OLS) contemporaneous and lead-lag regression analyses. They also use two-stage least-square (2SLS) regression analysis for robustness check.

The findings are fourfold: first, CEO inside debt has a positive effect on asset tangibility of the firm; second, CEO inside debt has a positive effect on the liquidation value of the firm; third, CEO inside debt has a positive effect on the tangible asset investment (as measured by capital expenditures) of the firm; and fourth, these positive effects are found in both the contemporaneous year and the subsequent year and in both OLS and 2SLS frameworks. The research provides further evidence that CEOs with higher inside debt holdings exhibit safety-seeking behavior. The authors document direct proof for the theory proposed by Edmans and Liu (2011) that these CEOs, like any creditors, care a great deal of the asset tangibility and liquidation value of the firm.

This study contributes to the existing literature by providing further empirical evidence to support that CEO inside debt holdings have impacts on firm investment decisions and capital allocations. Inside debt does help align the executive managers’ personal incentive with firms’ value, and mitigate the agency conflicts between managers and debt holders. This study provides significant empirical evidence to support the theory suggested by Edmans and Liu (2011) that CEOs with higher level of inside debt holdings do care a greater deal about the asset liquidation value of the firm, and these firms tend to invest more in tangible assets to preserve the liquidation value.

The purpose of this study is to examine how pension risk shifting can be explained and constrained by debt component in chief executive officer (CEO) compensation and to explore whether a CEO’s relatively large holdings of inside debt to equity compensation would result in a well-funded pension status.

The authors use two-stage least-squares model to control the potential unobserved and uncontrolled firm characteristics that could drive both CEO inside debt determinants and firm pension funding status.

This paper finds a positive relationship between the CEO inside debt ratio and firm funding status. Additional tests show a positive association between the CEO inside debt ratio and financial slack measures and a negative association between this ratio and financial constraint measure. Additional evidence also shows that the CEO inside debt ratio is negatively associated with other contemporaneous investment activities. Overall, the findings suggest that CEO inside debt creates managerial incentives that can affect pension funding decisions and decrease pension risk shifting.

One of the difficulties facing the compensation literature is the unobservable nature of the entire compensation negotiation and design process. Pension funding status is another challenging topic given that management has discretion over the pension assumptions and the calculations themselves are complicated. Therefore, the determinants of pension status used in this paper are not all-inclusive. Although a two-stage least-squares methodology is applied to mitigate endogeneity, it is still possible that an omitted variable problem exists in both cases.

This study provides direct evidence of the executive debt-like compensation’s effect on pension risk-shifting behavior and pension funding decisions and also contributes to the literature that investigates the association between CEO inside debt and firm risk by examining the trade-off between pension funding and other contemporaneous investment activities.

Small privately held firms extensively use debt provided by principal owners and households (inside-debt) as an alternative capital source to straight equity capital. The purpose of the research study is to investigate inside-debt-bankruptcy relations.

Inside-debt-bankruptcy relation is tested on three prominent bankruptcy prediction models using correlation and logit regression analysis. Sample consists of 314 Estonian small firms. Financial reports of 2007 are modelled against bankruptcies declared in 2009.

Results imply that users of inside-debt are less profitable; they have weaker liquidity position and less retained earnings. Leverage is not found to be significant determinant between inside-debt users and non-users. Fundamental finding of the study suggests that the use of inside-debt is significantly and positively related to bankruptcy probability. While inside-debt carries no risk elements per se, findings are robust to indicate that the use of inside-debt has significant power to signal for increasing bankruptcy risk and as such, reducing information asymmetry of small firms.

This study is limited to single country data. Bankruptcy data fall to the period of economical recession. It is suggested to repeat the study in a normal economical situation and to extend sample size over different countries.

Findings contribute to the understanding of firms' financial risk, firm behaviour and capital structure development. In a lending industry, results shall supplement to prudent credit risk assessment techniques and design of bankruptcy models in general.

To the author's best knowledge, inside-debt-bankruptcy relation is not studied so far in the existing academic literature.

This paper aims to examine jointly the CEO inside debt and firm debt to further investigate the compensation incentives on risky decision-making and the resulting financial policy decisions concerning the debt structure of the firm.

Using S&P 1500 data from CRSP, Compustat, Execucomp and Capital IQ between 2006 and 2011, statistical analysis and regression models are used to determine potential correlations between the variable of interest, inside debt and debt control variables, including specialization.

Firms with high inside debt specialize in commercial loans and drawn credit lines. Larger firms diversify their debt holdings among commercial instruments and senior bonds. As firm size increases with inside debt, the effects are counteracted. Larger firms with high CEO inside debt have lower interest rates on these debt instruments and shorter maturities, suggesting a more conservative financing policy with regards to debt.

Debt diversification is partially affected by compensation in the form of inside debt. Future studies of debt diversification should include CEO compensation controls.

For struggling companies or for those that want to return to a conservative financial policy, they can influence the CEO to make this decision by deferring his compensation to retirement.

This paper considers debt policy through the lens of a key decision maker, the CEO, and uses compensation as an incentive to determine what choices are made concerning debt.

Corporate governance scholars have built on agency theory premises to document chief executive officers' (CEOs’) debt-based compensation, also known as inside debt, as an effective tool to control excessive risk and deter risky corporate strategies. In this study, the authors draw on behavioral agency model to put these well-established assumptions to the test in a different setting and argue for the context-specific effects of CEOs' long-term compensation.

Focusing on corporate mergers and acquisitions in a post-crisis period (2011–2017), the authors cast doubt on agency theory predictions on debt-like compensation, point to the more realistic assumptions of behavioral decision models, and call for more contingency approaches in theoretical arguments.

An analysis of more than 4000 observations reveals that neither CEOs nor shareholders react significantly to inside debt after the economy recovers. Firm risk is also influenced only marginally by long-term compensation in a normal period of time.

While extant literature is rather unanimous on risk-reducing impact of inside debt, the study periods span the financial crisis of 2007. This research is the first conducted in regular times to demonstrate that previous findings are biased and heavily influenced by an exogenous shock.

We extend theories of the firm to the entrepreneurial finance setting and argue that R&D-focused start-up firms will have a greater likelihood of financing themselves with equity rather than debt. We argue that mechanisms which reduce information asymmetry, including owner work experience and financier reputation, will increase the probability of funding with more debt. We also argue that start-ups that correctly align their financing mix to their R&D focus will perform better than firms that are misaligned. We study these ideas using a large nationally representative dataset on start-up firms in the United States.