Do Better Political Institutions Help in Reducing Political Pressure on State-Owned Banks? Evidence from Developing Countries
Abstract
:1. Introduction
2. Literature Review and Research Hypotheses
3. Data
4. Methodology
5. Empirical Results
5.1. Summary Statistics
5.2. Political Pressure on State-Owned Banks: Multivariate Analysis
5.3. Political Institutions and Political Pressure on State-Owned Banks: Multivariate Analysis
5.4. Robustness Tests
6. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
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1 | As the business model of full-fledged Islamic banks is different, we do not include these banks in sample. |
2 | One criticism on political constraints index is that, if a government faces more constraints, then it is difficult to change bad policies. However, as the focus of this study as how strong political institutions constrain politicians from influencing state-owned banks, political constraints index is a better measure. |
3 | Glaeser et al. (2004) compared three measures usually employed by literature as proxies of political institutions: government effectiveness, risk of expropriation by the government and constraints on the executive. They argued that first two measures, by construction, do not represent political institutions but are actually government outcomes/performance. They suggested the third one, constraints on the executive, is a suitable measure of political institutions. |
4 | We performed Hausman test to select between fixed-effects or random-effects panel regressions. For all specifications, Huasman test favored fixed-effects model (Dinç 2005 also used fixed-effect model). |
5 | These results are available from authors upon request. |
Sr. No. | Country | Observations | Loan Growth | Interest Income | Election | Bank Size | Bank Capital | Non-Interest Income | Charter Value | GDP Per Capita | GDP Growth | Inflation | Financial Development | Law and Order |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | ALGERIA | 42 | 0.05 | 2.44 | 0.24 | 15.47 | 10.06 | 27.87 | 62.47 | 8.08 | 0.03 | 0.04 | 0.12 | 2.69 |
2 | ANGOLA | 27 | 0.11 | 3.98 | 0.11 | 13.68 | 10.46 | 57.17 | 63.73 | 7.48 | 0.09 | 0.80 | 0.10 | 2.94 |
3 | ARGENTINA | 131 | 0.05 | 3.62 | 0.50 | 13.71 | 10.10 | 64.09 | 46.22 | 8.79 | 0.05 | 0.09 | 0.15 | 2.81 |
4 | ARMENIA | 9 | 0.24 | 5.38 | 0.22 | 12.35 | 20.24 | 36.54 | 50.59 | 7.86 | 0.06 | 0.05 | 0.21 | 3.00 |
5 | AZERBAIJAN | 14 | 0.22 | 3.62 | 0.14 | 14.29 | 6.64 | 49.65 | 66.16 | 7.62 | 0.13 | 0.06 | 0.12 | 3.73 |
6 | BAHRAIN | 41 | 0.03 | 1.59 | 0.27 | 16.04 | 10.34 | 30.60 | 43.59 | 9.60 | 0.06 | 0.02 | 0.60 | 5.00 |
7 | BANGLADESH | 14 | 0.15 | 2.88 | 0.14 | 12.90 | 7.53 | 44.89 | 79.08 | 6.14 | 0.06 | 0.07 | 0.36 | 2.09 |
8 | BELARUS | 47 | 0.19 | 4.92 | 0.23 | 13.57 | 16.61 | 55.06 | 59.20 | 8.26 | 0.07 | 0.37 | 0.25 | 3.96 |
9 | BOLIVIA | 14 | 0.02 | 4.18 | 0.21 | 13.10 | 7.33 | 50.78 | 66.30 | 7.17 | 0.04 | 0.05 | 0.45 | 2.89 |
10 | BOTSWANA | 5 | 0.05 | 2.85 | 0.20 | 11.28 | 9.69 | 27.23 | 89.21 | 8.62 | 0.05 | 0.09 | 0.21 | 3.81 |
11 | BRAZIL | 97 | 0.08 | 5.90 | 0.22 | 14.38 | 16.49 | 32.22 | 33.08 | 8.68 | 0.03 | 0.06 | 0.43 | 2.02 |
12 | COSTA RICA | 30 | 0.10 | 5.10 | 0.23 | 14.55 | 9.93 | 27.93 | 70.85 | 8.70 | 0.05 | 0.09 | 0.41 | 3.67 |
13 | CROATIA | 36 | 0.07 | 2.76 | 0.28 | 13.85 | 12.24 | 32.78 | 57.94 | 9.36 | 0.01 | 0.03 | 0.61 | 4.77 |
14 | CZECH REPUBLIC | 6 | 0.15 | 2.49 | 0.33 | 14.76 | 10.65 | 23.51 | 58.38 | 9.87 | 0.01 | 0.03 | 0.52 | 5.00 |
15 | DOMINICAN REPUBL | 4 | 0.04 | 5.31 | 0.25 | 15.54 | 7.10 | 27.76 | 51.57 | 8.57 | 0.05 | 0.05 | 0.23 | 2.50 |
16 | EGYPT | 60 | 0.02 | 1.75 | 0.38 | 15.12 | 8.67 | 46.71 | 79.27 | 7.50 | 0.05 | 0.08 | 0.45 | 3.71 |
17 | ESTONIA | 14 | 0.10 | 2.65 | 0.29 | 11.23 | 7.18 | 43.77 | 82.92 | 9.17 | 0.04 | 0.04 | 0.70 | 4.00 |
18 | ETHIOPIA | 26 | 0.01 | 2.42 | 0.23 | 13.78 | 7.43 | 49.38 | 69.15 | 5.35 | 0.08 | 0.12 | 0.21 | 4.79 |
19 | HUNGARY | 18 | 0.08 | 2.67 | 0.22 | 15.61 | 7.49 | 36.86 | 50.60 | 9.22 | 0.01 | 0.06 | 0.54 | 4.13 |
20 | INDIA | 283 | 0.11 | 2.67 | 0.20 | 16.51 | 5.22 | 29.61 | 82.09 | 6.77 | 0.07 | 0.07 | 0.41 | 4.00 |
21 | INDONESIA | 142 | 0.10 | 4.36 | 0.18 | 14.93 | 10.96 | 21.91 | 74.85 | 7.38 | 0.05 | 0.08 | 0.26 | 2.68 |
22 | ISLAMIC REPUBLIC | 54 | 0.15 | 3.13 | 0.24 | 15.71 | 20.51 | 33.74 | 40.33 | 7.99 | 0.05 | 0.16 | 0.26 | 4.17 |
23 | JORDAN | 14 | 0.05 | 2.98 | 0.21 | 13.37 | 12.27 | 37.88 | 59.61 | 7.92 | 0.05 | 0.04 | 0.77 | 4.00 |
24 | KAZAKHSTAN | 66 | 0.32 | 3.93 | 0.26 | 13.72 | 13.53 | 41.78 | 51.69 | 8.43 | 0.08 | 0.09 | 0.35 | 3.94 |
25 | KENYA | 18 | 0.06 | 5.27 | 0.11 | 11.69 | 11.21 | 20.91 | 85.09 | 6.35 | 0.04 | 0.10 | 0.30 | 2.03 |
26 | LATVIA | 9 | 0.09 | 2.56 | 0.33 | 13.99 | 10.48 | 31.78 | 35.09 | 9.26 | 0.03 | 0.06 | 0.82 | 5.00 |
27 | LIBYA | 12 | 0.01 | 1.80 | 0.00 | 15.50 | 8.78 | 26.01 | 65.33 | 9.18 | 0.06 | 0.04 | 0.08 | 4.00 |
28 | MALAYSIA | 19 | 0.15 | 1.22 | 0.16 | 14.85 | 7.82 | 21.31 | 70.21 | 8.94 | 0.05 | 0.03 | 1.08 | 3.98 |
29 | MEXICO | 28 | 0.01 | 3.56 | 0.39 | 13.24 | 16.28 | 47.37 | 56.06 | 8.95 | 0.02 | 0.05 | 0.21 | 2.20 |
30 | MOROCCO | 14 | 0.06 | 3.07 | 0.21 | 15.29 | 5.07 | 10.40 | 62.56 | 7.61 | 0.04 | 0.02 | 0.55 | 5.27 |
31 | MOZAMBIQUE | 4 | 0.20 | 4.64 | 0.25 | 14.09 | 7.78 | 38.77 | 76.10 | 6.07 | 0.07 | 0.09 | 0.24 | 3.00 |
32 | PAKISTAN | 33 | 0.07 | 2.69 | 0.15 | 14.04 | 10.80 | 37.82 | 73.61 | 6.65 | 0.04 | 0.09 | 0.24 | 3.12 |
33 | PANAMA | 35 | 0.05 | 3.04 | 0.14 | 14.37 | 12.68 | 20.79 | 70.57 | 8.62 | 0.07 | 0.03 | 0.91 | 3.00 |
34 | PHILIPPINES | 23 | 0.08 | 3.19 | 0.26 | 14.85 | 9.38 | 26.68 | 75.14 | 7.53 | 0.05 | 0.05 | 0.30 | 2.48 |
35 | POLAND | 14 | 0.02 | 2.18 | 0.29 | 13.94 | 8.13 | 51.25 | 59.92 | 8.99 | 0.04 | 0.04 | 0.38 | 4.31 |
36 | ROMANIA | 27 | 0.07 | 4.83 | 0.26 | 14.53 | 10.88 | 30.37 | 82.53 | 8.35 | 0.04 | 0.17 | 0.26 | 4.00 |
37 | RUSSIAN FEDERATI | 194 | 0.21 | 4.83 | 0.28 | 13.49 | 20.11 | 50.86 | 28.67 | 9.03 | 0.04 | 0.11 | 0.39 | 3.88 |
38 | SLOVAKIA | 14 | 0.08 | 2.93 | 0.29 | 14.14 | 10.09 | 31.47 | 77.85 | 9.29 | 0.04 | 0.05 | 0.40 | 4.11 |
39 | SOUTH AFRICA | 20 | 0.07 | 4.33 | 0.15 | 14.01 | 29.37 | 48.39 | 58.85 | 8.72 | 0.03 | 0.06 | 1.46 | 2.50 |
40 | SUDAN | 18 | 0.19 | 2.25 | 0.17 | 13.16 | 10.76 | 63.47 | 43.42 | 6.57 | 0.06 | 0.10 | 0.09 | 2.42 |
41 | SURINAME | 14 | 0.09 | 3.88 | 0.21 | 12.06 | 5.62 | 46.12 | 86.96 | 8.31 | 0.04 | 0.23 | 0.19 | 3.00 |
42 | THAILAND | 28 | 0.06 | 1.52 | 0.29 | 16.00 | 4.87 | 27.82 | 73.40 | 8.02 | 0.04 | 0.02 | 1.14 | 3.25 |
43 | TRINIDAD AND TOB | 11 | 0.07 | 4.39 | 0.36 | 14.22 | 17.03 | 24.90 | 56.40 | 9.24 | 0.06 | 0.06 | 0.38 | 2.95 |
44 | TUNISIA | 20 | −0.01 | 1.69 | 0.30 | 12.12 | 17.88 | 45.92 | 53.97 | 8.15 | 0.04 | 0.04 | 0.63 | 4.96 |
45 | TURKEY | 26 | 0.15 | 4.65 | 0.27 | 16.96 | 10.29 | 22.81 | 68.27 | 9.17 | 0.04 | 0.08 | 0.40 | 4.09 |
46 | UGANDA | 11 | 0.06 | 6.95 | 0.18 | 11.88 | 19.88 | 24.35 | 60.32 | 6.18 | 0.07 | 0.12 | 0.15 | 3.52 |
47 | UKRAINE | 12 | 0.19 | 5.35 | 0.25 | 14.64 | 13.55 | 43.60 | 71.41 | 7.47 | 0.05 | 0.12 | 0.42 | 4.00 |
48 | UNITED REPUBLIC | 13 | 0.08 | 7.17 | 0.15 | 11.16 | 13.13 | 35.32 | 82.52 | 6.21 | 0.07 | 0.10 | 0.16 | 5.00 |
49 | URUGUAY | 18 | 0.02 | 4.39 | 0.22 | 13.74 | 18.01 | 44.17 | 63.00 | 8.85 | 0.04 | 0.10 | 0.31 | 2.50 |
50 | VIET NAM | 15 | 0.08 | 2.20 | 0.27 | 15.72 | 6.19 | 22.60 | 59.63 | 6.88 | 0.07 | 0.11 | 0.95 | 4.00 |
51 | ZAMBIA | 17 | 0.05 | 5.44 | 0.24 | 11.77 | 15.07 | 41.15 | 73.75 | 6.60 | 0.06 | 0.15 | 0.10 | 4.00 |
Total | 1861 | 0.11 | 3.63 | 0.25 | 14.52 | 11.80 | 37.97 | 60.91 | 8.00 | 0.05 | 0.10 | 0.39 | 3.52 |
Variables | Mean | S.D. | Min | Max |
---|---|---|---|---|
Loan Growth | 0.11 | 0.20 | −0.38 | 1.05 |
Interest Income | 3.63 | 2.30 | −3.03 | 11.77 |
Election | 0.25 | 0.43 | 0.00 | 1.00 |
Bank Size | 14.52 | 2.08 | 8.09 | 20.15 |
Bank Capital | 11.80 | 9.85 | 0.22 | 61.17 |
Non-Interest Income | 37.97 | 23.84 | −15.48 | 123.09 |
Charter Value | 60.91 | 24.01 | 0.25 | 90.49 |
GDP Per Capita | 8.00 | 1.10 | 4.71 | 9.98 |
GDP Growth | 0.05 | 0.04 | −0.18 | 0.34 |
Inflation | 0.10 | 0.18 | −0.18 | 3.25 |
Financial Development | 0.39 | 0.25 | 0.02 | 1.67 |
Law and Order | 3.52 | 0.88 | 1.04 | 6.00 |
Variables | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | (11) | (12) | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
(1) | Loan Growth | 1.00 | |||||||||||
(2) | Interest Income | 0.04 | 1.00 | ||||||||||
(3) | Election | 0.03 | −0.02 | 1.00 | |||||||||
(4) | Bank Size | 0.06 | −0.30 | −0.02 | 1.00 | ||||||||
(5) | Bank Capital | 0.06 | 0.37 | 0.02 | −0.42 | 1.00 | |||||||
(6) | Non-Interest Income | −0.06 | −0.26 | 0.04 | −0.27 | 0.10 | 1.00 | ||||||
(7) | Charter Value | −0.05 | −0.15 | −0.05 | 0.31 | −0.51 | −0.25 | 1.00 | |||||
(8) | GDP Per Capita | 0.05 | 0.09 | 0.08 | −0.05 | 0.25 | 0.08 | −0.47 | 1.00 | ||||
(9) | GDP Growth | 0.31 | −0.02 | 0.05 | 0.07 | −0.10 | −0.03 | 0.18 | −0.23 | 1.00 | |||
(10) | Inflation | −0.06 | 0.06 | −0.04 | −0.11 | 0.04 | 0.15 | −0.03 | −0.12 | −0.02 | 1.00 | ||
(11) | Financial Development | −0.05 | −0.18 | −0.04 | 0.17 | 0.02 | −0.16 | 0.00 | 0.26 | −0.14 | −0.20 | 1.00 | |
(12) | Law and Order | 0.06 | −0.16 | −0.01 | 0.11 | −0.07 | −0.03 | 0.05 | 0.01 | 0.04 | −0.04 | 0.17 | 1.00 |
Variables | Loan Growth | Interest Income |
---|---|---|
Model (1) | Model (2) | |
Election | 0.018 ** | −0.072 ** |
(0.049) | (0.031) | |
Bank Size | −0.135 *** | −0.426 *** |
(0.000) | (0.000) | |
Bank Capital | 0.003 *** | 0.064 *** |
(0.002) | (0.000) | |
Non-Interest Income | 0.000 | −0.044 *** |
(0.778) | (0.000) | |
Charter Value | 0.001 | 0.011 *** |
(0.167) | (0.004) | |
GDP Per Capita | 0.180 *** | 0.106 |
(0.000) | (0.630) | |
GDP Growth | 0.993 *** | 1.239 ** |
(0.000) | (0.048) | |
Inflation | −0.012 | 0.172 |
(0.703) | (0.435) | |
Financial Development | 0.114 ** | −2.224 *** |
(0.038) | (0.000) | |
Law and Order | 0.001 | 0.527 *** |
(0.963) | (0.000) | |
Year_dummies | Yes | Yes |
Constant | 0.430 ** | 7.246 *** |
(0.040) | (0.000) | |
Observations | 1649 | 1861 |
R-squared | 0.281 | 0.339 |
Banks | 185 | 185 |
Variables | Loan Growth | Loan Growth | Interest Income | Interest Income |
---|---|---|---|---|
Weak Political Institutions | Strong Political Institutions | Weak Political Institutions | Strong Political Institutions | |
Model (1) | Model (2) | Model (3) | Model (4) | |
Election | 0.033 ** | −0.000 | −0.095 ** | 0.018 |
(0.014) | (0.982) | (0.024) | (0.849) | |
Bank Size | −0.121 *** | −0.145 *** | −0.735 *** | −0.192 * |
(0.000) | (0.000) | (0.000) | (0.100) | |
Bank Capital | 0.009 *** | −0.001 | 0.058 *** | 0.067 *** |
(0.000) | (0.365) | (0.000) | (0.000) | |
Non-Interest Income | 0.000 | 0.000 | −0.046 *** | −0.043 *** |
(0.701) | (0.360) | (0.000) | (0.000) | |
Charter Value | 0.002 *** | −0.000 | 0.008 | 0.012 ** |
(0.009) | (0.712) | (0.126) | (0.021) | |
GDP Per Capita | 0.130 *** | 0.209 *** | 0.214 | 0.030 |
(0.001) | (0.000) | (0.498) | (0.931) | |
GDP Growth | 0.915 *** | 1.381 *** | 3.511 ** | −2.710 * |
(0.000) | (0.000) | (0.039) | (0.087) | |
Inflation | −0.023 | 0.051 | 0.307 | 0.532 |
(0.509) | (0.715) | (0.227) | (0.480) | |
Financial Development | 0.211 *** | 0.007 | 0.266 | −3.808 *** |
(0.005) | (0.938) | (0.676) | (0.000) | |
Law and Order | 0.018 | −0.020 | 0.761 *** | 0.096 |
(0.302) | (0.280) | (0.000) | (0.469) | |
Year_dummies | Yes | Yes | Yes | Yes |
Constant | 0.362 | 0.556 | 8.517 *** | 7.235 *** |
(0.195) | (0.116) | (0.000) | (0.005) | |
Observations | 778 | 871 | 876 | 985 |
R-squared | 0.281 | 0.358 | 0.380 | 0.358 |
Banks | 85 | 100 | 85 | 100 |
Variables | Loan Growth | Loan Growth | Interest Income | Interest Income |
---|---|---|---|---|
Model (1) | Model (2) | Model (3) | Model (4) | |
Election | 0.029 * | −0.003 | −0.114 ** | 0.029 |
(0.081) | (0.765) | (0.048) | (0.922) | |
Bank Size | −0.156 *** | −0.081 *** | −0.594 *** | −0.131 |
(0.000) | (0.000) | (0.000) | (0.344) | |
Bank Capital | 0.004 *** | 0.001 | 0.023 *** | 0.120 *** |
(0.004) | (0.476) | (0.008) | (0.000) | |
Non-Interest Income | 0.000 | −0.000 | −0.042 *** | −0.045 *** |
(0.585) | (0.742) | (0.000) | (0.000) | |
Charter Value | 0.001 | −0.001 | 0.002 | 0.023 *** |
(0.174) | (0.266) | (0.661) | (0.000) | |
GDP Per Capita | 0.165 *** | 0.260 *** | −0.019 | −0.614 |
(0.001) | (0.000) | (0.949) | (0.121) | |
GDP Growth | 0.718 *** | 1.214 *** | −1.514 | 2.714 |
(0.006) | (0.000) | (0.355) | (0.115) | |
Inflation | −0.029 | 0.097 | −0.216 | 1.161 |
(0.506) | (0.321) | (0.366) | (0.195) | |
Financial Development | 0.165 * | −0.002 | −0.072 | −3.864 *** |
(0.079) | (0.971) | (0.904) | (0.000) | |
Law and Order | −0.010 | −0.003 | −0.017 | 0.981 *** |
(0.689) | (0.840) | (0.906) | (0.000) | |
Year_dummies | Yes | Yes | Yes | Yes |
Constant | 0.775 ** | −0.772 *** | 13.050 *** | 5.883 ** |
(0.033) | (0.004) | (0.000) | (0.036) | |
Observations | 770 | 879 | 872 | 989 |
R-squared | 0.295 | 0.365 | 0.337 | 0.428 |
Banks | 91 | 94 | 91 | 94 |
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Ashraf, B.N.; Arshad, S.; Yan, L. Do Better Political Institutions Help in Reducing Political Pressure on State-Owned Banks? Evidence from Developing Countries. J. Risk Financial Manag. 2018, 11, 43. https://doi.org/10.3390/jrfm11030043
Ashraf BN, Arshad S, Yan L. Do Better Political Institutions Help in Reducing Political Pressure on State-Owned Banks? Evidence from Developing Countries. Journal of Risk and Financial Management. 2018; 11(3):43. https://doi.org/10.3390/jrfm11030043
Chicago/Turabian StyleAshraf, Badar Nadeem, Sidra Arshad, and Liang Yan. 2018. "Do Better Political Institutions Help in Reducing Political Pressure on State-Owned Banks? Evidence from Developing Countries" Journal of Risk and Financial Management 11, no. 3: 43. https://doi.org/10.3390/jrfm11030043
APA StyleAshraf, B. N., Arshad, S., & Yan, L. (2018). Do Better Political Institutions Help in Reducing Political Pressure on State-Owned Banks? Evidence from Developing Countries. Journal of Risk and Financial Management, 11(3), 43. https://doi.org/10.3390/jrfm11030043