Debt Maturity and Institutions: Does Creditor Protection Matter?
Abstract
:1. Introduction
2. Literature and Hypotheses Development
2.1. Debt Maturity and Firm-Level Determinants
2.2. Debt Maturity and Institutional Quality
3. Research Design
3.1. Model and Variables
3.2. Estimation Methods
3.3. Sample and Data Resources
4. Descriptive Statistics
5. Results
5.1. Debt Maturity and Firm-Level Determinants
5.2. Debt Maturity and Institutional Determinants
6. Discussion and Conclusions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Variable | Proxy | Predicted Sign |
---|---|---|
Strength of creditor legal rights (Credit-Legal) | Based on the getting credit/strength of legal rights index (Doing Business database), which measures whether certain features that facilitate lending exist within collateral and bankruptcy laws. | + (Creditor protection) − (Mangers’ risk aversion) |
Depth of credit information (Credit-Information) | Based on the getting credit/depth of credit information index (Doing Business database), which measures the coverage, scope, and accessibility of credit information available through credit reporting providers. | + (Creditor protection) − (Mangers’ risk aversion) |
Index of Getting Credit (Credit) | Based on the Getting Credit index (Doing Business database), which is the sum of the strength of the legal rights index and the depth of credit information index. | + (Creditor protection) − (Mangers’ risk aversion) |
Strength of insolvency (Insolvency) | Based on the strength of insolvency framework index (Doing Business database), which measures the legal framework applicable to judicial liquidation and reorganization proceedings and the extent to which best practices have been implemented regarding the commencement of proceedings, management of debtor’s assets, reorganization proceedings, and creditor participation. | + (Creditor protection) − (Mangers’ risk aversion) |
Rule of law (Law) | Based on the rule of law index (Governance Indicators database), which is an index that captures perceptions of the extent to which agents have confidence in and abide by the rules of society (the quality of contract enforcement, property rights, the police, and the courts and crime and violence). | + (Information asymmetry and transaction costs) |
Regulatory quality (Regulatory) | Based on the regulatory quality index (Governance Indicators database), which is an index that captures perceptions of the ability of a government to formulate and implement sound policies and regulations that permit and promote private sector development. | + (Information asymmetry and transaction costs) |
Growth opportunities (Growth) | The market-to-book ratio, defined as the market value of equity plus the book value of liabilities divided by total assets. | − (Agency) |
Asset maturity (Asset-Maturity) | The net property, plant, and equipment divided by the depreciation expense. | + (Agency) |
Firm size (Size) | The natural logarithm of total assets. | + (Agency, information, and transaction costs) |
Asset tangibility (Tangibility) | The ratio of fixed assets divided by total assets. | + (Source of repayment in case of liquidation) |
Earnings (Earnings) | Earnings before interest, tax, and depreciation divided by total assets. | − (Signalling) |
Default risk (Default) | The reverse-modified Altman’s Z-score. Z-score is calculated as 3.3 (EBIT/total assets) + 1.0 (sales/total assets) + 1.4 (retained earnings/total assets) + 1.2 (working capital/total assets). | − (Credit risk) |
Earnings volatility (Volatility) | The standard deviation of cash flows over a four-year period. | − (Credit risk) |
Leverage (Leverage) | Total debt divided by total assets. | + (Liquidity risk) − (Agency) |
Bahrain | Kuwait | Oman | Qatar | Saudi | UAE | |
---|---|---|---|---|---|---|
Credit-Legal | 15.76 | 15.88 | 26.05 | 19.03 | 25.75 | 32.77 |
Credit-Information | 80.83 | 80.39 | 64.64 | 51.48 | 100.00 | 84.73 |
Credit | 41.59 | 40.69 | 41.26 | 32.00 | 54.53 | 53.00 |
Insolvency | 43.75 | 43.75 | 43.75 | 43.75 | 0.00 | 52.75 |
Regulatory | 0.59 | −0.01 | 0.46 | 0.63 | 0.05 | 0.80 |
Law | 0.41 | 0.29 | 0.48 | 0.81 | 0.14 | 0.63 |
GDP | 3.153 | 1.395 | 3.314 | 5.502 | 3.550 | 3.243 |
Private-Credit | 69.782 | 76.804 | 56.551 | 62.677 | 46.276 | 71.371 |
Avg. assets (USD thousands) | 359,168 | 929,984 | 140,931 | 3,449,005 | 4,522,667 | 3,354,295 |
Avg. total debt (USD thousands) | 59,191 | 235,558 | 28,150 | 1,179,849 | 1,314,480 | 1,184,618 |
Avg. long-term debt (USD thousands) | 40,219 | 143,497 | 15,653 | 968,552 | 1,045,650 | 1,000,983 |
Maturity | 0.180 | 0.333 | 0.374 | 0.615 | 0.462 | 0.454 |
Growth | 1.015 | 1.165 | 1.368 | 1.429 | 1.813 | 1.039 |
Asset-Maturity | 13.064 | 10.499 | 13.346 | 21.070 | 15.786 | 16.558 |
Size | 11.762 | 12.467 | 10.554 | 14.112 | 13.636 | 13.615 |
Tangibility | 0.208 | 0.266 | 0.439 | 0.382 | 0.494 | 0.413 |
Earnings | 0.069 | 0.043 | 0.076 | 0.084 | 0.077 | 0.052 |
Default | −1.764 | −1.292 | −1.872 | −1.369 | −1.305 | −1.173 |
Volatility | 0.037 | 0.050 | 0.038 | 0.021 | 0.034 | 0.036 |
Leverage | 0.069 | 0.198 | 0.211 | 0.249 | 0.257 | 0.214 |
Mean | SD | 25% Percentile | Median | 75% Percentile | |
---|---|---|---|---|---|
Maturity | 0.412 | 0.350 | 0 | 0.395 | 0.755 |
Growth | 1.365 | 0.787 | 0.906 | 1.149 | 1.603 |
Asset-Maturity | 14.425 | 15.837 | 6.713 | 10.955 | 16.799 |
Size | 12.712 | 1.981 | 11.579 | 12.760 | 13.859 |
Tangibility | 0.390 | 0.233 | 0.202 | 0.375 | 0.579 |
Earnings | 0.064 | 0.091 | 0.029 | 0.063 | 0.108 |
Default | −1.410 | 1.068 | −1.932 | −1.361 | −0.877 |
Volatility | 0.038 | 0.044 | 0.012 | 0.024 | 0.047 |
Leverage | 0.218 | 0.191 | 0.055 | 0.174 | 0.353 |
Maturity | Growth | Asset-Maturity | Size | Tangibility | Earnings | Default | Volatility | |
---|---|---|---|---|---|---|---|---|
Growth | −0.0567 | |||||||
(0.016) | ||||||||
Asset-Maturity | 0.3202 | 0.0161 | ||||||
(0.000) | (0.492) | |||||||
Size | 0.4224 | −0.0087 | 0.1886 | |||||
(0.000) | (0.710) | (0.000) | ||||||
Tangibility | 0.3955 | 0.1147 | 0.5582 | 0.1231 | ||||
(0.000) | (0.000) | (0.000) | (0.000) | |||||
Earnings | 0.0452 | 0.4245 | 0.0568 | 0.1275 | 0.0503 | |||
(0.054) | (0.000) | (0.015) | (0.000) | (0.032) | ||||
Default | 0.157 | −0.2927 | 0.091 | 0.0555 | 0.168 | −0.6533 | ||
(0.000) | (0.000) | (0.000) | (0.018) | (0.000) | (0.000) | |||
Volatility | −0.2049 | −0.0377 | −0.1225 | −0.2432 | −0.1124 | −0.2949 | 0.2723 | |
(0.000) | (0.108) | (0.000) | (0.000) | (0.000) | (0.000) | (0.000) | ||
Leverage | 0.41 | −0.1577 | 0.2163 | 0.2886 | 0.2594 | −0.2515 | 0.4486 | −0.0714 |
(0.000) | (0.000) | (0.000) | (0.000) | (0.000) | (0.000) | (0.000) | (0.002) |
Random Effects | 2SLS | |
---|---|---|
Growth | −0.021 * | −0.024 ** |
(−1.69) | (−2.09) | |
Asset-Maturity | 0.036 *** | 0.026 ** |
(3.02) | (2.30) | |
Size | 0.050 *** | 0.059 *** |
(5.26) | (8.55) | |
Tangibility | 0.315 *** | 0.369 *** |
(5.38) | (6.82) | |
Earnings | −0.022 | 0.096 |
(−0.200) | (0.88) | |
Default | −0.034 ** | −0.006 |
(−2.17) | (−0.35) | |
Volatility | −0.383 ** | −0.351 ** |
(−2.27) | (−2.13) | |
Leverage | 0.535 *** | 0.332 ** |
(8.69) | (2.51) | |
GDP | 0.000 | 0.001 |
(0.00) | (0.25) | |
Private-Credit | 0.000 | 0.000 |
(−0.22) | (0.02) | |
Observations | 1820 | 1820 |
Groups | 282 | 282 |
First-stage results | − | Not reported |
F test (p-value) | 0.000 | − |
Hausman (p-value) | 0.159 | 0.023 |
Overall R2 | 0.452 | 0.369 |
Random Effects | 2SLS | |||
---|---|---|---|---|
Credit-Legal | −0.002 * | − | −0.002 ** | − |
(−1.88) | − | (−1.97) | − | |
Credit-Information | −0.001 ** | − | −0.001 *** | − |
(−2.40) | − | (−2.71) | − | |
Credit | − | −0.003 *** | − | −0.003 *** |
− | (−2.93) | − | (−3.27) | |
Insolvency | −0.002 ** | −0.002 ** | −0.002 * | −0.002 ** |
(−2.03) | (−2.21) | (−1.84) | (−1.98) | |
Regulatory | 0.148 *** | 0.145 *** | 0.105 ** | 0.103 ** |
(3.26) | (3.29) | (2.36) | (2.43) | |
Law | 0.024 | 0.029 | 0.068 | 0.071 |
(0.40) | (0.51) | (1.14) | (1.27) | |
Control Variables: | ||||
Firm-level | Yes | Yes | Yes | Yes |
Macrolevel | Yes | Yes | Yes | Yes |
Observations | 1820 | 1820 | 1820 | 1820 |
Groups | 282 | 282 | 282 | 282 |
First-stage results | − | − | Not reported | Not reported |
F test (p-value) | 0.000 | 0.000 | − | − |
Hausman (p-value) | 0.022 | 0.027 | 0.881 | 0.767 |
Overall R2 | 0.45 | 0.45 | 0.38 | 0.45 |
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Tayem, G. Debt Maturity and Institutions: Does Creditor Protection Matter? Economies 2023, 11, 216. https://doi.org/10.3390/economies11080216
Tayem G. Debt Maturity and Institutions: Does Creditor Protection Matter? Economies. 2023; 11(8):216. https://doi.org/10.3390/economies11080216
Chicago/Turabian StyleTayem, Ghada. 2023. "Debt Maturity and Institutions: Does Creditor Protection Matter?" Economies 11, no. 8: 216. https://doi.org/10.3390/economies11080216
APA StyleTayem, G. (2023). Debt Maturity and Institutions: Does Creditor Protection Matter? Economies, 11(8), 216. https://doi.org/10.3390/economies11080216