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  • About
  • The Global ETD Search service is a free service for researchers to find electronic theses and dissertations. This service is provided by the Networked Digital Library of Theses and Dissertations.
    Our metadata is collected from universities around the world. If you manage a university/consortium/country archive and want to be added, details can be found on the NDLTD website.
1

On the Analysis of Firm Value and Idiosyncratic Volatility

Wang, Yuqin 01 August 2013 (has links) (PDF)
This dissertation consists of three chapters covering the following topics in firm value and volatility: valuation of agency cost, valuation of the underpricing in IPOs and the idiosyncratic volatility of public firms. In Chapter 1, I briefly introduce three topics studied in my dissertation. In addition, I summarized the stochastic frontier model which is employed in the study of valuation of agency cost and the underpricing in IPOs. In Chapter 2, I extend the agency cost literature multifold. First, by using the data of the 1,500 S&P Super Composite Index Constituents for 1994-2011, I estimate firm-level agency cost and the uncertainty in firm's maximum benchmark value, respectively, as the mean and variance of the inefficiency term conditional on the composed error. The estimation results reveal that, on average, a sample firm is around 18% and 15% below its optimal value for the period 1994-2006 and 2007-2011 respectively. The variances of the inefficiency term are 0.01 and 0.001 for two periods respectively. Second, using this measure of uncertainty, I construct the confidence interval for the agency cost of each firm. Third, a new concept called Coefficient of Uncertainty of Market Value due to the principal-agent problem (CUMV) is defined and calculated, which measures uncertainty in the benchmark value per unit of agency cost. Finally, I decompose the change in market value of a firm into three components, i.e. change due to agency cost; change due to operational efficiency, and change due to the evaluation of the whole market (called the market effect). I find that the reduction of agency cost and the expansion of the whole market do contribute to firm growth, but the majority of the growth for the sample firms is explained by the improvement of firms' operational efficiency. In chapter 3, I estimate the magnitude of the underpricing of the initial public offering (IPO) for 338 firms during 2001-2010 under the framework of Stochastic Frontier Approach. The magnitude of the underpricing in IPOs and the uncertainty in IPOs' maximum benchmark value are estimated as the mean and variance of the inefficiency term conditional on the composed error respectively. I note that the new issues of a firm with initial offering in US between 2001 and 2010, on average, fall short of 22.9% of their optimal value with a variance of 0.63. As an extension of existing literature, I do not only estimate the frontier model, but investigate the determinants of the underpricing of the IPOs. The estimation results support the fact that the underpricing would be lower if the firms have more reputable underwriters, more insider ownership and higher age at the time of offering new issues. Finally, I introduce a new concept, the Coefficient of Uncertainty of Firm Value due to the underpricing in the IPOs (CUV), which reports the firm value uncertainty for each unit of the underpricing in IPOs. I observe that, on average, the CUV is 4.21 for a sample firm, which implies that firm's uncertainty is indeed sensitive to the underpricing in IPOs. In chapter 4, I investigate the idiosyncratic volatility and its relation to executive ownership during 1992 to 2011. The ownership of executives is employed as the proxy for the behavior of executives to study how executives influence firms' idiosyncratic volatility. Inconsistent with the previous literature, I don't find upward trend of the aggregated idiosyncratic volatility during 1992 to 2011. Instead, I observe that the aggregated idiosyncratic volatility exhibits indeterministic pattern during this period. Moreover, I also note that the reverts of aggregated idiosyncratic volatility occur at a time of the US stock market crash in 2000 and the period of most recent recession (2008-2009). The most interesting finding of this study is that although the idiosyncratic volatility increases in executives' ownership, the idiosyncratic volatility's growth rate is not always positive related with executives' ownership. In Chapter 5, I conclude this dissertation.
2

Ownership structure and executive compensation in Canadian corporations

Jiang, Weiwei 25 April 2011
Agency theory, proposed by previous studies such as Guidry, Leone, and Rock (1999) and Arya and Huey-Lian (2004), suggests that bonus and other accounting-metric-based compensation can motivate managers to perform well in the short horizon while equity-based compensation, such as restricted shares and stock options, can serve the purpose of aligning the long run interests of shareholders and managers. The empirical evidence, for example Jensen and Murphy (1990), Kaplan (1994), Hall and Liebman (1998), Murphy (1999), Zhou (2000), and Chowdhury and Wang (2009), confirms that incentive compensation is popular in many countries. However, recent studies suggest that the relation between performance and incentive compensation is weak. Shaw and Zhang (2010) find that CEO bonus compensation is less sensitive to poor earnings performance than it is to good earnings performance. Fahlenbrach and Stulz (2011) study the relation between bank performance during the 2008 bank crisis and the bonus and equity-based compensation of bank CEOs. They find that banks with CEOs whose incentives were better aligned with the interests of shareholders performed worse than other banks. This study examines whether ownership structure can explain the differences among compensation structures of chief executive officers (CEOs). In particular, we examine the compensation structure of three distinct groups: family-controlled, institution-controlled, and widely-held firms. We distinguish these three kinds of firms to represent different levels of market imperfection. Compared with family-controlled and institution-controlled firms, widely held firms have dispersed ownership. The most significant weakness of a widely-held ownership structure is the lack of shareholder monitoring due to the unmatched benefit and cost of monitoring for small shareholders. In contrast, a holder of a large block of shares will have the same monitoring costs but the benefits to this shareholder from monitoring management and reducing agency costs would be substantial and larger than the costs of monitoring. Thus the presence of a large shareholder will reduce the agency costs. In addition, large shareholders may be willing to spend time and effort continuously to collect more information on management performance or to estimate the firms investment projects. This behaviour will reduce the problems that arise from information asymmetry and will decrease the waste of free cash flows by managers. Both family-controlled firms and institution-controlled firms have large shareholders. However, whether or not the control shareholders are playing an active monitoring role is still an important issue. From the viewpoint of aligning the interests of managers and shareholders, the family-controlled group is superior to the institution-controlled group. First, institutions are more flexible in moving their ownership from one firm to another depending on performance. If the costs of monitoring are high in comparison to the costs of rebalancing portfolios, institutions will choose to rebalance instead of monitoring. In contrast, a family that controls a firm does not have this flexibility. Second, family-controlled firms generally assign influential positions to family members whose focus is in line with that of the family group. Even though a non family member may be appointed as the manager, the level of monitoring is significant given the high ownership concentration by the family. However, the level of monitoring by a family may not necessarily translate into a reduction of agency costs for minority shareholders. Indeed, previous studies suggest that significant family ownership may lead to agency costs of its own. The family may divert company resources for its own benefit despite the presence of a manager who may or may not be a family member. Essentially, the family and the manager can collude to spend on perks and personal benefits at the expense of minority shareholders. Chourou (2010) suggests that excessive compensation of chief executive officers at some family owned Canadian corporations may be viewed as expropriation of minority rights. Overall, the main objective of this study is to examine whether block-holder monitoring is a substitute to the incentive components of compensation. We propose that as we move from widely-held to institution-controlled the level of monitoring may or may not increase. However, as we move further into higher control, as may be suggested by family ownership, the level of monitoring will increase but this monitoring may not necessarily reduce agency costs. The results show that the institution-controlled firms pay significantly less bonus compensation per dollar of assets than widely-held firms but the differences in equity based compensation are not significant. In addition, the family-controlled corporations offer the lowest performance-based compensation, bonus per dollar of assets, in comparison to the institution-controlled and the widely-held groups. These results indicate that the family-controlled Canadian corporations rely more on monitoring managers than paying them incentive payments in the form of bonus payments. In addition, our results indicate that the institutions which control corporations may be monitoring the managers of these corporations but this monitoring does not significantly reduce the need for the long-term incentive components of compensation. This result suggests that institutions may monitor the short-term performance effectively but they may prefer rebalancing their portfolio rather than monitoring long term performance.
3

Ownership structure and executive compensation in Canadian corporations

Jiang, Weiwei 25 April 2011 (has links)
Agency theory, proposed by previous studies such as Guidry, Leone, and Rock (1999) and Arya and Huey-Lian (2004), suggests that bonus and other accounting-metric-based compensation can motivate managers to perform well in the short horizon while equity-based compensation, such as restricted shares and stock options, can serve the purpose of aligning the long run interests of shareholders and managers. The empirical evidence, for example Jensen and Murphy (1990), Kaplan (1994), Hall and Liebman (1998), Murphy (1999), Zhou (2000), and Chowdhury and Wang (2009), confirms that incentive compensation is popular in many countries. However, recent studies suggest that the relation between performance and incentive compensation is weak. Shaw and Zhang (2010) find that CEO bonus compensation is less sensitive to poor earnings performance than it is to good earnings performance. Fahlenbrach and Stulz (2011) study the relation between bank performance during the 2008 bank crisis and the bonus and equity-based compensation of bank CEOs. They find that banks with CEOs whose incentives were better aligned with the interests of shareholders performed worse than other banks. This study examines whether ownership structure can explain the differences among compensation structures of chief executive officers (CEOs). In particular, we examine the compensation structure of three distinct groups: family-controlled, institution-controlled, and widely-held firms. We distinguish these three kinds of firms to represent different levels of market imperfection. Compared with family-controlled and institution-controlled firms, widely held firms have dispersed ownership. The most significant weakness of a widely-held ownership structure is the lack of shareholder monitoring due to the unmatched benefit and cost of monitoring for small shareholders. In contrast, a holder of a large block of shares will have the same monitoring costs but the benefits to this shareholder from monitoring management and reducing agency costs would be substantial and larger than the costs of monitoring. Thus the presence of a large shareholder will reduce the agency costs. In addition, large shareholders may be willing to spend time and effort continuously to collect more information on management performance or to estimate the firms investment projects. This behaviour will reduce the problems that arise from information asymmetry and will decrease the waste of free cash flows by managers. Both family-controlled firms and institution-controlled firms have large shareholders. However, whether or not the control shareholders are playing an active monitoring role is still an important issue. From the viewpoint of aligning the interests of managers and shareholders, the family-controlled group is superior to the institution-controlled group. First, institutions are more flexible in moving their ownership from one firm to another depending on performance. If the costs of monitoring are high in comparison to the costs of rebalancing portfolios, institutions will choose to rebalance instead of monitoring. In contrast, a family that controls a firm does not have this flexibility. Second, family-controlled firms generally assign influential positions to family members whose focus is in line with that of the family group. Even though a non family member may be appointed as the manager, the level of monitoring is significant given the high ownership concentration by the family. However, the level of monitoring by a family may not necessarily translate into a reduction of agency costs for minority shareholders. Indeed, previous studies suggest that significant family ownership may lead to agency costs of its own. The family may divert company resources for its own benefit despite the presence of a manager who may or may not be a family member. Essentially, the family and the manager can collude to spend on perks and personal benefits at the expense of minority shareholders. Chourou (2010) suggests that excessive compensation of chief executive officers at some family owned Canadian corporations may be viewed as expropriation of minority rights. Overall, the main objective of this study is to examine whether block-holder monitoring is a substitute to the incentive components of compensation. We propose that as we move from widely-held to institution-controlled the level of monitoring may or may not increase. However, as we move further into higher control, as may be suggested by family ownership, the level of monitoring will increase but this monitoring may not necessarily reduce agency costs. The results show that the institution-controlled firms pay significantly less bonus compensation per dollar of assets than widely-held firms but the differences in equity based compensation are not significant. In addition, the family-controlled corporations offer the lowest performance-based compensation, bonus per dollar of assets, in comparison to the institution-controlled and the widely-held groups. These results indicate that the family-controlled Canadian corporations rely more on monitoring managers than paying them incentive payments in the form of bonus payments. In addition, our results indicate that the institutions which control corporations may be monitoring the managers of these corporations but this monitoring does not significantly reduce the need for the long-term incentive components of compensation. This result suggests that institutions may monitor the short-term performance effectively but they may prefer rebalancing their portfolio rather than monitoring long term performance.
4

agency cost

Hsiung, Cheng 08 July 2004 (has links)
Agency theory, which discusses the conflict between agent and principle, was developed by Jensen and Meckling in 1976. Owing to the separation of ownership and management, shareholders and management authority have agency relationship. The one reason that shareholder hand in company affairs to management authority is that management authority has better management ability. Another reason is that shareholder cannot handle by himself for some reasons and must hand in to other people. Management authority has the advantage of information and they also seek for their own interest. But these behaviors may damage shareholder¡¦s right and agency problems occur in the situation. Agency problems occur not only between shareholder and management authority but also between management authority and lender in a company with debt. Shareholders often supervise management authority more strictly and make more rules to confine management authority in order to reduce agency problem or protect their own interest. But these actions disturb management authority when management authority is full of ambitions and endeavor. If agency problems between shareholder and management authority cannot be solved properly, it will make company operate abnormally and damage the nation¡¦s economic further. On the contrary earning forecast can reduce information asymmetry. If management authority can disclose earning forecast voluntarily, it is helpful to reduce the agency problem and the information asymmetry between shareholder and management authority. The article assumes management authority disclose earning forecast voluntarily in order to get shareholder and debtor¡¦s trust in this point of view and use firm size¡Bfree cash flow¡Bleverage as the proxy of agency cost. In this research we find that the more debt the company have, the higher voluntarily the company discloses earning forecast. It is the same as we expect. But free cast flow is not significant. When firm size is bigger, the management authority is less voluntary to disclose earning forecast. The result is contrary to the view of agency problem.
5

Dynamic analysis of the impact of capital structure on firm performance in Nigeria

Yinusa, Olumuyiwa January 2015 (has links)
The thesis examines the dynamic impact of capital structure on firm performance in Nigeria. The aims of this thesis are; first, to investigate the impact of capital structure of firms on their performance in a dynamic framework. This is unlike previous studies in the capital structure literature that have used static analysis. Second, to examine the dynamic feedback from performance to capital structure using the two-step system generalized method of moment estimator. Third, to explore the determinants or variables that influence capital structure choice of firms in Nigeria and the rate of adjustment to achieve optimal debt position. Fourth, to assess the possibility of non-monotonicity effect of capital structure on firm performance and non-monotonicity effect of performance on capital structure. The second chapter discusses the theoretical framework and review the empirical literatures on capital structure and firm performance. Also, the chapter review empirical literature on firm performance and capital structure as well as on determinants of capital structure. The study find much evidence in support of the theoretical prediction of the agency cost theory of capital structure. The stuudy observed that there are limited empirical studies on the franchise value and efficiency-risk hypotheses of reverse causality from performance to capital structure. The empirical literatures on determinants of capital structure suggests that both firm specific and country factors are important variables that drive capital structure choice of firms. The thrid chapter examines the methodology of the study. The population, sampling and sampling size, estimation methods were discussed in this chapter. The fourth chapter analysis and described the data employed in the study. Specifically, the results of the dynamic relationship between capital structure and firm performance were presented in this chapter. The results indicate that capital structure has non-monotonic effect on firm performance thereby supports the agency cost theory of capital structure. The fifth chapter provides results on the reverse causality between performance and capital structure. The findings indicate that there is reverse causality between performance and capital structure. This is evidence in the statistically significant negative finding between performance and capital structure. This finding support the franchise value hypothesis. The findings of this study also reveal that non-monotonic relationship exist between performance and capital structure. The sixth chapter provides results on the determinants of capital structure of Nigerian firms. The findings indicate that both firm specific variables (return on equity, risk, profitablity, age, size, tangibility, growth opportunities, dividend, ownership) and country variables (inflation, interest rates, credit to private sector as percentage of gross domestic product, institutional quality) jointly influence capital structure choice of firms in Nigeria. The findings equally indicate that firms in Nigeria adjust to their optimal debt target relatively faster with lower cost of adjustment because of better access to private debt that public debt. Conclusions from the empirical chapters indicate that firm specific and country factors are major determinants of capital structure of firms in Nigeria and that capital structure choice of firms influence their performance. Equally, there is evidence that indicate that there is reverse causality from performance to capital structure of firms. The study therefore contend that the agency cost theory of capital structure and franchise value hypothesis are portable in the Nigerian context. Full portability of these theories in emerging market like Nigeria may require modifications to accommodate specific peculiarities of operating and business environment of Nigeria.
6

Ownership structure, financing constraints and investments

Fu, Yuting 02 February 2011
Many previous studies suggest that agency costs and information asymmetry are signifi-cant factors that affect the relationship between the investment expenditures of firms and the availability of cash from internal operations. Some other studies show that dividing firms in terms of the degree of ownership concentration further explains the relationship. However, the findings of previous studies are not consistent suggesting that other firm characteristics may be affecting the results. We propose that additional attention to the nature of ownership control of firms may explain the inconsistency. In this study, we examine the investment behaviour of family-controlled firms, institu-tion-controlled firms and widely-held firms. We distinguish between these three kinds of firms as they represent different levels of market imperfection. Therefore, we expect diverse investment behaviours among the three groups. Compared with family-controlled and institution-controlled firms, widely held firms have dispersed ownership structures. The greatest weakness of a widely-held ownership structure is the lack of shareholder monitoring due to the unmatched benefit and cost of control for small shareholders. The existence of at least one large shareholder will reduce the agency costs and asymmetric information. On one hand, enhanced monitoring will decrease the waste of free cash flows by managers. On the other hand, large shareholders are willing to spend time and effort to collect more information on management performance or to estimate the firms investment projects and thus reduce the information asymmetry. Both family-controlled firms and institution-controlled firms have large shareholders. However, whether or not the shareholders are playing an active monitoring role is still an important issue. From the point of aligning the interests of managers and shareholders, the family-controlled group is superior to the institution-controlled group as family-controlled firms generally assign influential positions to family members whose focus is in line with that of the family group. Even though a non family member may be appointed as the manager, the level of monitoring is significant given the high ownership concentration by the family. On the other hand, significant family ownership may lead to agency costs of its own. The main disadvantage of owner-managers is that they may lack the expertise to manage their firms although their position in the family may make it natural for them to be the manager. Another advantage of the family-controlled firm is that the family may divert company resources for its own benefit despite the presence of a manager who may or may not be a family member. Essentially, the family and the manager can all collude to spend on perks and personal benefits at the expense of minority shareholders. Therefore, as we move from widely-held to institution-controlled the level of agency costs may decrease but as we move further into higher control, as may be suggested by family ownership, the level of agency costs may increase again. Although previous studies have noticed the influence of ownership structure, no analysis has been carried out to explore the investment behaviour of firms controlled by the three differ-ent kinds of shareholders. Our first motivation is to fill this gap. Splitting our sample into three representative groups enables us to study the financing constraints and investment behaviour of firms that are family-controlled, institution-controlled, and widely held. The focus of this study is on Canadian firms. The Canadian evidence is worth particular attention because the Canadian business environment is similar to the US business environment in terms of legal, regulatory, and market institutions but it is similar to European or Asian firms in terms of ownership structure. Therefore, a study of Canadian firms can provide a useful and rational assessment of the investment behaviour of firms that follow the ownership structures of Europe and Asia but operate in a business environment and institutional setting similar to those of the US. Further, a large number of Canadian firms have controlling shareholders and a large proportion, approximately 60%, of Canadian firms can be categorized as having concentrated ownership structure. Among the firms with concentrated ownership, over 1/3 of them can be dis-tinguished as family-controlled. This dataset provides an ideal setting to study the investment behaviours of firms according to the nature of their controllers. Our results illustrate that the intensity of investments of widely-held firms is higher than the intensity of investments of concentrated ownership firms and that the intensity of investments of widely-held firms is positively and significantly affected by the availability of funds from internal sources. In contrast, for concentrated ownership firms the intensity is positively and significantly affected by the availability of growth opportunities. These observations suggest that in comparison with the concentrated ownership firms, the widely-held firms face higher levels of financing constraints and exhibit less value maximizing behaviour. However, once we separate the family-controlled firms from the institution-controlled firms, we find that the investment expenditures of the family-controlled firms and the institution-controlled firms are not significantly different in terms of their dependence on internal cash flows or on the market-to-book ratios. We also find that widely-held firms tend to invest in projects that payoff quickly. This preference may be the result of these firms desires to ease their external funding constraints by generating funds internally.
7

Ownership structure, financing constraints and investments

Fu, Yuting 02 February 2011 (has links)
Many previous studies suggest that agency costs and information asymmetry are signifi-cant factors that affect the relationship between the investment expenditures of firms and the availability of cash from internal operations. Some other studies show that dividing firms in terms of the degree of ownership concentration further explains the relationship. However, the findings of previous studies are not consistent suggesting that other firm characteristics may be affecting the results. We propose that additional attention to the nature of ownership control of firms may explain the inconsistency. In this study, we examine the investment behaviour of family-controlled firms, institu-tion-controlled firms and widely-held firms. We distinguish between these three kinds of firms as they represent different levels of market imperfection. Therefore, we expect diverse investment behaviours among the three groups. Compared with family-controlled and institution-controlled firms, widely held firms have dispersed ownership structures. The greatest weakness of a widely-held ownership structure is the lack of shareholder monitoring due to the unmatched benefit and cost of control for small shareholders. The existence of at least one large shareholder will reduce the agency costs and asymmetric information. On one hand, enhanced monitoring will decrease the waste of free cash flows by managers. On the other hand, large shareholders are willing to spend time and effort to collect more information on management performance or to estimate the firms investment projects and thus reduce the information asymmetry. Both family-controlled firms and institution-controlled firms have large shareholders. However, whether or not the shareholders are playing an active monitoring role is still an important issue. From the point of aligning the interests of managers and shareholders, the family-controlled group is superior to the institution-controlled group as family-controlled firms generally assign influential positions to family members whose focus is in line with that of the family group. Even though a non family member may be appointed as the manager, the level of monitoring is significant given the high ownership concentration by the family. On the other hand, significant family ownership may lead to agency costs of its own. The main disadvantage of owner-managers is that they may lack the expertise to manage their firms although their position in the family may make it natural for them to be the manager. Another advantage of the family-controlled firm is that the family may divert company resources for its own benefit despite the presence of a manager who may or may not be a family member. Essentially, the family and the manager can all collude to spend on perks and personal benefits at the expense of minority shareholders. Therefore, as we move from widely-held to institution-controlled the level of agency costs may decrease but as we move further into higher control, as may be suggested by family ownership, the level of agency costs may increase again. Although previous studies have noticed the influence of ownership structure, no analysis has been carried out to explore the investment behaviour of firms controlled by the three differ-ent kinds of shareholders. Our first motivation is to fill this gap. Splitting our sample into three representative groups enables us to study the financing constraints and investment behaviour of firms that are family-controlled, institution-controlled, and widely held. The focus of this study is on Canadian firms. The Canadian evidence is worth particular attention because the Canadian business environment is similar to the US business environment in terms of legal, regulatory, and market institutions but it is similar to European or Asian firms in terms of ownership structure. Therefore, a study of Canadian firms can provide a useful and rational assessment of the investment behaviour of firms that follow the ownership structures of Europe and Asia but operate in a business environment and institutional setting similar to those of the US. Further, a large number of Canadian firms have controlling shareholders and a large proportion, approximately 60%, of Canadian firms can be categorized as having concentrated ownership structure. Among the firms with concentrated ownership, over 1/3 of them can be dis-tinguished as family-controlled. This dataset provides an ideal setting to study the investment behaviours of firms according to the nature of their controllers. Our results illustrate that the intensity of investments of widely-held firms is higher than the intensity of investments of concentrated ownership firms and that the intensity of investments of widely-held firms is positively and significantly affected by the availability of funds from internal sources. In contrast, for concentrated ownership firms the intensity is positively and significantly affected by the availability of growth opportunities. These observations suggest that in comparison with the concentrated ownership firms, the widely-held firms face higher levels of financing constraints and exhibit less value maximizing behaviour. However, once we separate the family-controlled firms from the institution-controlled firms, we find that the investment expenditures of the family-controlled firms and the institution-controlled firms are not significantly different in terms of their dependence on internal cash flows or on the market-to-book ratios. We also find that widely-held firms tend to invest in projects that payoff quickly. This preference may be the result of these firms desires to ease their external funding constraints by generating funds internally.
8

The Conditioned Behaviors between Firms and Buyers

Chen, Ray-Ming 04 July 2001 (has links)
NONE
9

none

Luo, Deng-yi 18 June 2009 (has links)
none
10

The investigation of the effect of corporate governance on firm's credit ratings in the hospitality industry

Guo, Keni 19 June 2015 (has links)
Investment in hospitality firms is perceived to be riskier than investments in other types of industries. Based on literature linking good corporate governance to lower default risks and higher credit ratings, this quantitative study is designed to identify the effects of corporate governance on credit ratings in the hospitality industry. After exploring the various factors influencing the characteristics of corporate governance, as well as the specific risks for capital financing in hospitality firms, this research provides empirical evidence to show that hospitality firms with stronger shareholder influence tend to have higher credit ratings. In a related finding, this investigation confirms that hospitality stakeholders are able to evaluate their potential risks by determining a firm's credit ratings and can protect their long-term interest by increasing their power versus management in the corporate governance of the firm. / Master of Science

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