Three Essays on Credit Ratings
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Three Essays on Credit Ratings Leo Tang A dissertation submitted to the Graduate School - Newark Rutgers, the State University of New Jersey in partial fulfillment of the requirements for the degree of Doctor of Philosophy Graduate Program in Management Written under the direction of Professor Bikki Jaggi and approved by ______________________ Dr. Bikki Jaggi ______________________ Dr. Valentin Dimitrov ______________________ Dr. Dan Palmon ______________________ Dr. Gary Kleinman Newark, New Jersey May 2016 Abstract In this dissertation, I examine several forces which impact credit ratings. One driver of credit ratings is recent legislation from the Dodd-Frank Wall Street Reform and Consumer Protection Act. This sweeping regulatory reform moderated the incentives of credit rating agencies (CRAs) to issue upwardly biased ratings by significantly increasing CRAs‟ exposure to litigation and regulatory risk. The first essay examines how the impact of this legislation affected rating properties. Another driver behind credit rating is access to soft information. Utilizing proximity between rating agencies headquarters and firm headquarters, the second essay analyzes how access to soft information impacts the accuracy of ratings. The third essay examines market participant‟s degree of reliance on credit ratings. The 2010 recalibration of municipal bonds provides an opportunity to test investors‟ reactions to rating changes which incorporate no new information and which were done irrespective of changes in credit quality. Reaction to the implementation of recalibration may imply that market participants over-rely on ratings and “fixate” on them. ii Acknowledgements I would like to gratefully acknowledge the contributions and guidance of the members of my dissertation committee, Bikki Jaggi, Valentin Dimitrov, Dan Palmon and Gary Kleinman. I would like to specially thank Dr. Jaggi and Dr. Dimitrov for their mentorship during my time at Rutgers University. I would like to specially thank my family for their support and encouragement. iii TABLE OF CONTENTS Abstract ...................................................................................................................................... i Acknowledgements .................................................................................................................. ii Table of Contents .................................................................................................................... iii List of Tables ............................................................................................................................ v List of Figures ......................................................................................................................... vii Chapter 1: Introduction ............................................................................................................. 1 Chapter 2: Literature Review ................................................................................................... 5 2.1. Credit Ratings and Informativeness .............................................................................. 5 2.2. Credit Ratings and Conflicts of Interest........................................................................ 6 2.3. Credit Ratings and Competition .................................................................................... 8 2.4. Regulatory Reform and Credit Ratings ........................................................................ 9 Chapter 3: The Impact of Dodd-Frank on Credit Ratings ..................................................... 10 3.1. Introduction .................................................................................................................. 10 3.2. Legislative Background ............................................................................................... 15 3.3. Sample ......................................................................................................................... 20 3.4. Findings ....................................................................................................................... 23 Chapter 4: Geographic Location of the Firm and Credit Rating Accuracy .......................... 36 4.1. Introduction .................................................................................................................. 36 4.2. Hypothesis ................................................................................................................... 43 4.3. Sample ......................................................................................................................... 48 iv 4.4. Findings ....................................................................................................................... 53 Chapter 5: Do Investors Fixate on Credit Ratings ................................................................. 64 4.1. Introduction .................................................................................................................. 64 4.2. Recalibration Background ........................................................................................... 70 4.3. Sample ......................................................................................................................... 72 4.4. Findings ....................................................................................................................... 76 Chapter 6: Conclusions ........................................................................................................... 83 References ............................................................................................................................... 85 Appendix A: Tables and Figures ............................................................................................ 94 v List of Tables Essay 1 I.1: Table 1: Variable measurement ....................................................................................... 95 I.2: Table 2: Summary statistics ............................................................................................. 97 I.3: Table 3: Rating levels before and after Dodd-Frank ....................................................... 98 I.4: Table 4: False warnings before and after Dodd-Frank ................................................... 99 I.5: Table 5: Bond price response to rating downgrades and upgrades .............................. 100 I.6: Table 6: Stock price response to rating downgrades and upgrades .............................. 102 I.7: Table 7: Rating levels and false warnings for alternative start dates ............................ 104 Essay 2 II.1: Table 1: Variable measurement .................................................................................... 105 II.2: Table 2: Summary statistics .......................................................................................... 107 II.3: Table 3: Logistic Regression Results on the Association Between Geographic Distance and Type 1 Error Rate ........................................................................................... 108 II.4: Table 4: Logistic Regression Results on the Association Between Geographic Distance and Type 2 Error Rate ........................................................................................... 109 II.5: Table 5: OLS Regression Results on the Association Between Geographic Distance and Timeliness of Downgrades ............................................................................................ 110 II.6: Table 6: Logistic Regression Results for the Interaction Effect between Complexity and Distance to NYC ............................................................................................................ 111 II.7: Table 7: Logistic Regression Results for the Interaction Effect between Analyst Following and Distance to NYC .......................................................................................... 113 II.8: Table 8: Logistic Regression Results on the Association Between Rating Levels and Geographic Distance ............................................................................................................. 115 vi Essay 3 III.1: Table 1: Moody‟s Rating Recalibration for U.S. States and territories ..................... 116 III.2: Table 2: Bond Price Response to Moody‟s Implementation ..................................... 118 III.3: Table 3: Bond Price Response to Moody‟s Announcement ...................................... 119 III.4: Table 4: Regression Analysis for Investor Reactions Surrounding the Announcement and Implementation of Recalibration ................................................................................... 120 III.5: Table 5: Bond Price Response to Uncertainty surrounding Moody‟s Recalibration 121 Appendix A: Summary of Dodd-Frank provisions ............................................................. 122 Appendix B: Numerical transformation of alphanumerical rating codes ........................... 125 Appendix C: Essay 2-Data selection process....................................................................... 126 vii List of Figures Figure 1: Moody‟s 2010 default study ................................................................................. 127 Figure 2: Bond yields May 17th, 2010 ................................................................................. 128 Figure 3: Indicated recalibrations on the announcement date ............................................. 129 viii 1 Chapter 1: Introduction