Global Imbalances: The Role of Institutions, Financial Development and FDI in the Context of Financial Crises
Abstract
:1. Introduction
2. Literature Review
3. Materials and Methods
3.1. Data and Variables
3.1.1. Quality of Institutions
3.1.2. Financial Development
3.1.3. Foreign Direct Investment
3.1.4. Openness
3.1.5. Financial Crisis
3.1.6. Income per Capita and Growth
3.1.7. Fiscal Balance
3.1.8. Initial Net Foreign Asset Position and Oil Balance
3.1.9. Demographics
3.2. Descriptive Statistics
4. Results
4.1. FDI, the Quality of Institutions and Financial Crisis
4.2. The Role of Financial Development
5. Discussion
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Appendix A
Variable Name | Source |
---|---|
Current account | International Monetary Fund |
GDP | World Bank |
Per capita income | World Bank |
Exports and imports | International Monetary Fund |
Fiscal balance (net lending) | International Monetary Fund |
Exchange rate | International Monetary Fund |
Financial Development Indices | Svirydzenka (2016) |
Population data | United Nations |
Net Foreign Asset Position | Lane and Milesi-Ferretti (2007) |
Institutional Quality Index | Kuncic (2013) |
Financial crises | Laeven and Valencia (2018) |
Oil balance | Energy Information Agency (EIA); OPEC |
FDI | World Bank |
Current Account | Per capita Income | Δ% Per capita Income | Fiscal Balance | Lagged NFA | Youth Dep. | Elderly Dep. | Oil Balance | |
---|---|---|---|---|---|---|---|---|
Current account | 1000 | |||||||
Per capita income | 0413 | 1000 | ||||||
Δ% Per capita income | 0089 | −0167 | 1000 | |||||
Fiscal balance | 0524 | 0167 | 0183 | 1000 | ||||
Lagged NFA | 0574 | 0475 | −0026 | 0283 | 1000 | |||
Youth dep. | −0207 | −0715 | 0104 | 0036 | −0397 | 1000 | ||
Elderly dep. | 0090 | 0779 | −0237 | −0152 | 0262 | −0795 | 1000 | |
Oil balance | 0028 | 0105 | −0123 | 0154 | −0162 | 0212 | −0056 | 1000 |
Current Account | Per capita Income | Δ% Per capita Income | Fiscal Balance | Lagged NFA | Youth Dep. | Elderly Dep. | Oil Balance | |
Openness | 0535 | 0168 | 0155 | 0362 | 0456 | −0197 | −0045 | −0365 |
Financial crisis | −0007 | 0049 | −0231 | −0153 | 0054 | −0137 | 0049 | −0007 |
Financial crisis*openness | 0024 | 0032 | −0236 | −0121 | 0040 | −0154 | 0057 | −0007 |
FDI | 0164 | 0543 | −0155 | −0111 | 0156 | −0371 | 0495 | 0106 |
Economic Institutions | 0197 | 0773 | −0220 | 0132 | 0361 | −0644 | 0674 | −0128 |
Legal Institutions | 0209 | 0836 | −0181 | 0015 | 0367 | −0735 | 0762 | −0127 |
Political Institutions | 0175 | 0826 | −0171 | −0015 | 0334 | −0704 | 0788 | −0077 |
Financial development | 0304 | 0731 | −0072 | 0032 | 0447 | −0772 | 0638 | −0197 |
Financial Institutions | 0198 | 0732 | −0136 | −0070 | 0393 | −0800 | 0692 | −0186 |
Openness | Financial Crisis | Financial Crisis* Openness | FDI | Economic Institutions | Legal Institutions | Political Institutions | Financial Development | |
Openness | 1000 | |||||||
Financial crisis | −0139 | 1000 | ||||||
Financial crisis× openness | −0024 | 0833 | 1000 | |||||
FDI | −0201 | 0023 | 0021 | 1000 | ||||
Economic Institutions | 0298 | −0032 | 0013 | 0318 | 1000 | |||
Legal Institutions | 0170 | 0025 | 0040 | 0439 | 0863 | 1000 | ||
Political Institutions | 0109 | −0018 | 0433 | 0008 | 0828 | 0941 | 1000 | |
Financial development | 0251 | 0094 | 0484 | 0086 | 0686 | 0726 | 0687 | 1000 |
Financial Institutions | 0226 | 0088 | 0084 | 0435 | 0717 | 0768 | 0755 | 0936 |
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Author | Country | Period | Determinants |
---|---|---|---|
Gossé and Serranito (2014) | OECD countries | 1974–2009 | Exchange rate (−), credit level (−), RGDP (−), oil balance (+), terms of trade (+), labour productivity (+) |
Duncan (2015) | The United States | 1973–2012 | Fiscal surplus (+), productivity (−), TFP volatility (+), relative price of oil (−), real exchange rate (−), real interest rate (+) |
Huntington (2015) | World (91 countries) | 1984–2009 | Government surplus (−), oil trade (+), trade openness (+), age dependency (−) |
Duncan (2016) | US | 1973–2012 | Output below long-run trend: GDP cycle (−), output above long-run trend: GDP cycle (+) |
Romelli, Terra and Vasconcelos (2018) | World (181 countries) | 1970–2011 | Openness (+), exchange rate (+) |
1985–1989 | 1990–1994 | 1995–1999 | 2000–2004 | 2005–2009 | 2010–2014 | |
---|---|---|---|---|---|---|
Current account (% of GDP) | −0.71 | −0.81 | −0.26 | 1.12 | 0.75 | 0.16 |
Per capita income (2010 USD) | 17,059 | 18,399 | 20,150 | 22,313 | 24,772 | 25,485 |
Δ% Real per capita income | 2.27 | 1.89 | 2.29 | 1.86 | 1.94 | 2.13 |
Lagged NFA (% of GDP) | −25.72 | −25.31 | −25.08 | −22.21 | −19.55 | −16.87 |
Openness (% of GDP) | 60.51 | 63.31 | 70.68 | 78.79 | 85.30 | 87.08 |
Youth dependency ratio (×100) | 49.91 | 46.51 | 43.41 | 40.01 | 36.89 | 34.31 |
Elderly dependency ratio (×100) | 12.80 | 13.52 | 14.26 | 14.97 | 15.75 | 16.78 |
Oil balance (% of GDP) | −0.80 | −0.24 | −0.11 | −0.18 | −0.52 | −0.99 |
FDI (% of GDP) | −0.52 | −0.85 | −1.22 | −1.00 | −0.53 | −1.19 |
Economic Institutions (Score ×100) | NA | 48.00 | 51.00 | 42.00 | 32.00 | 37.00 |
Political Institutions (Score ×100) | NA | 62.00 | 59.00 | 59.00 | 59.00 | 65.00 |
Legal Institutions (Score ×100) | NA | 47.00 | 57.00 | 48.00 | 46.00 | 53.00 |
Financial Development Index (FDIX) | 34.52 | 38.05 | 45.78 | 51.76 | 56.82 | 56.62 |
Financial Institutions Index (FIIX) | 45.47 | 48.36 | 52.47 | 55.87 | 59.65 | 62.57 |
Financial Crises Dummy a | 15 | 34 | 33 | 26 | 35 | 32 |
GDP-Weighted Crisis Dummy | 0.04 | 0.05 | 0.14 | 0.11 | 0.29 | 0.15 |
1 | 2 | 3 | 4 | 5 | |
---|---|---|---|---|---|
Per capita income | 0.013 * | 0.030 *** | 0.023 *** | 0.020 ** | 0.028 *** |
(0.007) | (0.009) | (0.008) | (0.008) | (0.009) | |
Δ% Real per capita income | 0.148 | 0.056 | 0.131 | 0.076 | 0.039 |
(0.080) | (0.114) | (0.119) | (0.124) | (0.117) | |
Fiscal balance | 0.208 *** | 0.282 ** | 0.210 ** | 0.226 ** | 0.263 *** |
(0.079) | (0.083) | (0.091) | (0.093) | (0.081) | |
Lagged NFA | 0.028 *** | 0.022 ** | 0.026 *** | 0.026 *** | 0.0235 *** |
(0.006) | (0.007) | (0.006) | (0.007) | (0.007) | |
Youth dependency | 0.054 | 0.054 | 0.048 | 0.036 | 0.056 |
(0.035) | (0.036) | (0.037) | (0.036) | (0.037) | |
Elderly dependency | −0.058 | −0.011 | −0.034 | −0.060 | −0.001 |
(0.099) | (0.103) | (0.114) | (0.112) | (0.105) | |
Oil | 0.055 | 0.024 | 0.088 | 0.016 | 0.067 |
(0.113) | (0.087) | (0.097) | (0.153) | (0.098) | |
Openness | 0.037 *** | 0.045 *** | 0.040 *** | 0.036 *** | 0.047 *** |
(0.008) | (0.007) | (0.008) | (0.008) | (0.008) | |
Financial crisis | −0.115 * | −0.071 * | −0.104 * | −0.096 * | −0.069 * |
(0.059) | (0.042) | (0.055) | (0.053) | (0.041) | |
Financial crisis ×openness | 0.001 * | 0.001 | 0.001 * | 0.001 * | 0.001 |
(0.000) | (0.001) | (0.000) | (0.000) | (0.001) | |
FDI | 0.454 ** | 0.410 * | 0.405 | 0.418 * | 0.345 |
(0.230) | (0.242) | (0.255) | (0.249) | (0.235) | |
Economic Institutions | −0.026 *** | −0.031 *** | |||
(0.006) | (0.008) | ||||
Legal Institutions | −0.013 ** | 0.005 | |||
(0.006) | (0.010) | ||||
Political Institutions | −0.843 | 0.002 | |||
(0.570) | (0.009) | ||||
Time dummies | 1990–1994 | 1990–1994 * | 1990–1994 | 1990–1994 | 1990–1994 * |
1995–1999 | 1995–1999 *** | 1995–1999 ** | 1995–1999 * | 1995–1999 ** | |
2000–2004 ** | 2000–2004 *** | 2000–2004 ** | 2000–2004 *** | 2000–2004 *** | |
2005–2009 | 2005–2009 ** | 2005–2009 * | 2005–2009 ** | 2005–2009 ** | |
2010–2014 | 2010–2014 ** | 2010–2014 ** | 2010–2014 * | 2010–2014 ** | |
Root mean square error | 2.925 | 2.631 | 2.807 | 2.875 | 2.610 |
Time dummies joint test | 13.590 * | 16.700 *** | 12.970 ** | 14.450 ** | 17.310 *** |
Hausman test | – | 16.610 | 0.920 | 39.210 *** | 14.100 |
VIF test | 2.690 | 3.310 | 3.390 | 3.370 | 4.470 |
1 | 2 | 3 | 4 | 5 | |
---|---|---|---|---|---|
Per capita income | 0.021 *** | 0.031 *** | 0.019 *** | 0.031 *** | 0.014 * |
(0.007) | (0.009) | (0.007) | (0.009) | (0.007) | |
Δ% Per capita income | 0.145 | 0.051 | 0.132 | 0.033 | 0.165 |
(0.125) | (0.118) | (0.124) | (0.116) | (0.125) | |
Fiscal balance | 0.193 ** | 0.255 *** | 0.396 ** | 0.231 *** | 0.197 ** |
(0.079) | (0.081) | (0.075) | (0.078) | (0.081) | |
Lagged NFA | 0.028 *** | −0.023 *** | 0.027 *** | 0.022 *** | 0.029 *** |
(0.006) | (0.007) | (0.006) | (0.007) | (0.006) | |
Youth dependency | 0.038 | 0.042 ** | 0.020 | 0.019 | 0.063 * |
(0.040) | (0.039) | (0.039) | (0.039) | (0.037) | |
Elderly dependency | −0.054 | −0.006 | −0.051 | −0.015 | −0.033 |
(0.101) | (0.107) | (0.952) | (0.102) | (0.103) | |
Oil balance | 0.007 | 0.036 | 0.026 | 0.049 | 0.055 |
(0.114) | (0.103) | (0.115) | (0.104) | (0.117) | |
Openness | 0.039 *** | 0.047 *** | 0.039 *** | 0.048 *** | 0.037 *** |
(0.009) | (0.008) | (0.313) | (0.008) | (0.008) | |
Financial crisis | −0.117 ** | −0.073 * | −0.120 ** | −0.078 * | −0.116 ** |
(0.054) | (0.040) | (0.054) | (0.040) | (0.059) | |
Financial crisis ×openness | 0.002 ** | 0.001 | 0.002 ** | 0.001 * | 0.001 * |
(0.000) | (0.000) | (0.000) | (0.000) | (0.000) | |
FDI | 0.541 ** | 0.405 * | 0.500 ** | 0.390 | 0.435 * |
(0.245) | (0.251) | (0.231) | (0.236) | (0.234) | |
Financial Development (FDIX) | −0.058 ** | −0.042 * | |||
(0.023) | (0.022) | ||||
Financial Institutions (FIIX) | −0.059 *** | −0.060 *** | |||
(0.018) | (0.018) | ||||
Economic Institutions | −0.028 *** | −0.028 *** | |||
(0.008) | (0.008) | ||||
Legal Institutions | 0.006 | 0.004 | |||
(0.010) | (0.010) | ||||
Political Institutions | 0.002 | 0.006 | |||
(0.009) | (0.009) | ||||
Exchange rate | 0.363 * | ||||
(0.145) | |||||
Time dummies | 1990–1994 | 1990–1994 ** | 1990–1994 | 1990–1994 * | 1990–1994 |
1995–1999 ** | 1995–1999 *** | 1995–1999 * | 1995–1999 ** | 1995–1999 | |
2000–2004 *** | 2000–2004 *** | 2000–2004 *** | 2000–2004 *** | 2000–2004 ** | |
2005–2009 ** | 2005–2009 *** | 2005–2009 ** | 2005–2009 *** | 2005–2009 | |
2010–2014 ** | 2010–2014 ** | 2010–2014 *** | 2010–2014 *** | 2010-2014 | |
Root mean square error | 2.842 | 2.568 | 2.855 | 2.545 | 2.906 |
Time dummies joint test | 21.640 *** | 20.950 *** | 19.840 *** | 22.950 *** | 12.73 ** |
Hausman test | 13.490 | 36.120 ** | - | 91.610 *** | 39.500 *** |
VIF test | 3.000 | 4.710 | 2.890 | 4.620 | 2.630 |
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Silva, C.A.; Ordeñana, X.; Vera-Gilces, P.; Jiménez, A. Global Imbalances: The Role of Institutions, Financial Development and FDI in the Context of Financial Crises. Sustainability 2021, 13, 356. https://doi.org/10.3390/su13010356
Silva CA, Ordeñana X, Vera-Gilces P, Jiménez A. Global Imbalances: The Role of Institutions, Financial Development and FDI in the Context of Financial Crises. Sustainability. 2021; 13(1):356. https://doi.org/10.3390/su13010356
Chicago/Turabian StyleSilva, Carlos A., Xavier Ordeñana, Paul Vera-Gilces, and Alfredo Jiménez. 2021. "Global Imbalances: The Role of Institutions, Financial Development and FDI in the Context of Financial Crises" Sustainability 13, no. 1: 356. https://doi.org/10.3390/su13010356
APA StyleSilva, C. A., Ordeñana, X., Vera-Gilces, P., & Jiménez, A. (2021). Global Imbalances: The Role of Institutions, Financial Development and FDI in the Context of Financial Crises. Sustainability, 13(1), 356. https://doi.org/10.3390/su13010356