Uncertainty, FDI Inflows, and Financial Market Development: Empirical Evidence
Abstract
:1. Introduction
2. Literature Review
2.1. Theoretical Literature
2.2. Empirical Literature
3. Methodology
Data and Variables
4. Results
4.1. Descriptive Statistics
4.2. Empirical Results
5. Discussion
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Appendix A
Variable | Cross-Sectional Dependence | None | Intercept and Trend | Intercept | Decision |
---|---|---|---|---|---|
Panel unit root test using the LLC | |||||
EPU | 21.51 *** | −7.89757 *** | −8.30240 *** | −9.42018 *** | I(0) |
FD | 71.59 *** | −27.63638 *** | 8.77191 *** | −9.96308 *** | I(1) |
FDI | 23.08 *** | −7.09999 *** | −3.12065 *** | −5.30639 *** | I(0) |
FD_EPU | 51.41 *** | −37.54508 *** | 48.72081 *** | −9.0825 *** | I(0) |
Panel unit root test using the IPS | |||||
EPU | 21.51 *** | - | −6.14735 *** | −8.98614 *** | I(0) |
FD | 71.59 *** | - | −16.59173 *** | −18.53282 *** | I(1) |
FDI | 23.08 *** | - | −5.63928 *** | −8.08428 *** | I(0) |
FD_EPU | 51.41 *** | - | −21.91266 *** | −26.36007 *** | I(0) |
Panel unit root test using the CIPS | |||||
EPU | 21.51 *** | - | −3.230 *** | −3.159 *** | I(0) |
FD | 71.59 *** | - | −4.127 *** | −4.048 *** | I(1) |
FDI | 23.08 *** | −3.490 *** | −3.045 *** | I(0) | |
FD_EPU | 51.41 *** | - | −3.090 *** | −2.844 *** | I(0) |
Country | ||||
---|---|---|---|---|
Albania | Colombia | Indonesia | Moldova | Sierra Leone |
Angola | Costa Rica | Iraq | Mongolia | South Africa |
Argentina | Cote d’Ivoire | Jamaica | Morocco | Sri Lanka |
Armenia | Dominican Republic | Jordan | Mozambique | Sudan |
Bangladesh | Ecuador | Kazakhstan | Myanmar | Tajikistan |
Belarus | Egypt, Arab Rep. | Kenya | Namibia | Tanzania |
Benin | El Salvador | Kyrgyz Republic | Nicaragua | Thailand |
Bolivia | Ethiopia | Lao PDR | Niger | Tunisia |
Bosnia and Herzegovina | Georgia | Lesotho | Nigeria | Tunisia |
Brazil | Ghana | Madagascar | Pakistan | Turkiye |
Burkina Faso | Guatemala | Malawi | Paraguay | Uganda |
Burundi | Guinea | Malaysia | Peru | Ukraine |
Cambodia | Guinea-Bissau | Mali | Philippines | Venezuela, RB |
Cameroon | Honduras | Mauritania | Rwanda | Viet Nam |
China | India | Mexico | Senegal | Zimbabwe |
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Variables | Definition of Variables | Source | Expected Sign |
---|---|---|---|
Foreign direct investment inflows (FDI) | Foreign direct investment; net inflows (% of GDP) | World Development Indicators (WDI) | |
Economic policy uncertainty (EPU) | Risk associated with undefined future government policies and regulatory frameworks | https://www.policyuncertainty.com (accessed on 19 May 2025) | - |
Financial development (FD) | Domestic “credit to the private sector by banks (% of GDP)” | WDI | +/− |
EPU*FinDev | The interaction between EPU and FinDev | WDI and https://www.policyuncertainty.com (accessed on 19 May 2025) | +/− |
Variable | Obs | Mean | Std. Dev | Min | Max |
---|---|---|---|---|---|
FDI | 1800 | 3.2883 | 4.0354 | −37.1727 | 43.9121 |
EPU | 1800 | 0.0646 | 0.0512 | 0 | 0.4180 |
FD | 1798 | 32.4364 | 28.4516 | 0.0015 | 263.5903 |
FD_EPU | 1799 | 2.0871 | 2.6866 | 0 | 25.1127 |
PMG | PMG | PMG | PMG | |
---|---|---|---|---|
Variables | D.FDI | D.EPU | D.FD_EPU | D.FD |
Long-term | ||||
L.EPU | 3.970 * | 0.0371 *** | 12.98 ** | |
(1.736) | (0.000479) | (4.435) | ||
FD_EPU | −0.0911 * | −0.000900 | 329.5 *** | |
(0.0411) | (0.00248) | (80.72) | ||
FD | 0.00111 | 0.000206 | −0.00172 *** | |
(0.00341) | (0.000170) | (0.0000479) | ||
FDI | −0.000482 | 0.000636 *** | −0.102 | |
(0.000389) | (0.000128) | (0.0623) | ||
ECT | −0.533 *** | −0.560 *** | −0.239 *** | 0.227 *** |
(0.0339) | (0.0253) | (0.860) | (0.0260) | |
Short-term | ||||
D.EPU | −1.497 | −4.512 *** | 8.938 | |
(1.472) | (1.270) | (9.270) | ||
D.FD_EPU | 62.06 | −0.471 | 74.57 *** | |
(62.02) | (0.475) | (8.445) | ||
D.FD | −15.68 | −0.0834 | 0.0570 *** | |
(15.68) | (0.0837) | (0.00587) | ||
D.FDI | −0.000718 | 0.0241 | −0.251 | |
(0.000886) | (0.0266) | (0.294) | ||
_cons | 1.539 *** | −0.0323 *** | 0.830 *** | −6.013 *** |
(0.142) | (0.00211) | (0.0654) | (1.255) | |
N | 1647 | 1647 | 1647 | 1647 |
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Marozva, G.; Magwedere, M.R. Uncertainty, FDI Inflows, and Financial Market Development: Empirical Evidence. Economies 2025, 13, 147. https://doi.org/10.3390/economies13060147
Marozva G, Magwedere MR. Uncertainty, FDI Inflows, and Financial Market Development: Empirical Evidence. Economies. 2025; 13(6):147. https://doi.org/10.3390/economies13060147
Chicago/Turabian StyleMarozva, Godfrey, and Margaret Rutendo Magwedere. 2025. "Uncertainty, FDI Inflows, and Financial Market Development: Empirical Evidence" Economies 13, no. 6: 147. https://doi.org/10.3390/economies13060147
APA StyleMarozva, G., & Magwedere, M. R. (2025). Uncertainty, FDI Inflows, and Financial Market Development: Empirical Evidence. Economies, 13(6), 147. https://doi.org/10.3390/economies13060147