Does Financial Development Drive Private Investment in Ghana?
Abstract
:1. Introduction
2. Financial Development (FD) and Private Investment: A Brief Review
3. Methodological Framework
3.1. Proxy Measures and Data
3.2. Estimation Strategy
The Private Investment Model
4. Empirical Results and Discussion
4.1. Unit Root Test Results
4.2. ARDL Bounds Test and Long Run and Short Run Results
5. Conclusions
Author Contributions
Conflicts of Interest
Appendix
References
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- 1Asante (2000) [19], Akpalu (2002) [21], Frimpong and Marbuah (2010) [22] and Asare (2013) [17] use only one indicator of financial development, i.e., credit to the private sector (as percent of GDP). Frimpong and Adam (2010) [3] use three measures of financial development, i.e., credit to private sector, bank liquid reserves to bank assets ratio and liquid liability to GDP ratio. Eshun et al. (2014) [23] include credit to private sector and money supply as measures of financial development.
- 2See the Financial Development Report, 2012 [29], published by the World Economic Forum for full details on composition (or pillars) of financial development.
Variables | ADF | PP | ||||||
---|---|---|---|---|---|---|---|---|
Levels | 1st Difference | Levels | 1st Difference | |||||
C | CT | C | CT | C | CT | C | CT | |
PI | −1.424 | −3.705 ** | −8.259 *** | −6.408 *** | −1.143 | −3.566 ** | −11.225 *** | 15.394 *** |
PUINV | −1.590 | −1.598 | −5.971 *** | −5.920 *** | −1.590 | −1.598 | −5.952 *** | −5.894 *** |
OPEN | −0.825 | −2.154 | −5.871 *** | −5.811 *** | −0.831 | −2.201 | −5.871 *** | −5.811 *** |
Y | -0.326 | −1.261 | −4.223 *** | −5.829 *** | −0.810 | −0.390 | −4.230 *** | −7.362 *** |
RER | −1.508 | −2.820 | −3.804 *** | −3.842 ** | −1.169 | −2.100 | −3.608 *** | −3.587 ** |
R | −2.613 * | −4.769 *** | −7.834 *** | 7.782 *** | −4.390 *** | −4.873 *** | −13.322 *** | −13.296 *** |
PSC | −0.020 | −1.830 | −5.609 *** | −6.319 *** | −0.097 | −2.154 | −5.584 *** | −6.524 *** |
BM | −1.088 | −1.688 | −6.246 *** | −6.209 *** | −1.209 | −1.820 | −6.251 *** | 6.209 *** |
DMG | −0.160 | 2.046 | −4.703 *** | −4.941 *** | −0.506 | 1.685 | −4.688 *** | −4.966 *** |
FDG | −0.433 | −1.495 | −5.897 *** | −6.033 *** | −0.512 | −1.476 | −5.863 *** | −6.044 *** |
FDPCA | −0.350 | −1476 | −6.015 *** | −6.215 *** | −0.350 | −1.469 | −5.999 *** | −6.213 *** |
Models | F-Statistic | K | Critical values | |||
---|---|---|---|---|---|---|
1 | PI = f(PUINV, OPEN, Y, RER R, PSC) | 4.895 | 6 | % | I(0) | I(1) |
2 | PI = f(PUINV, OPEN, Y, RER R, BM) | 5.027 | 6 | 10 | 2.12 | 3.23 |
3 | PI = f(PUINV, OPEN, Y, RER R, DMG) | 3.534 | 6 | 5 | 2.45 | 3.61 |
4 | PI = f(PUINV, OPEN, Y, RER R, FDG) | 4.809 | 6 | 1 | 3.15 | 4.43 |
5 | PI = f(PUINV, OPEN, Y, RER R, FDPCA) | 4.090 | 6 |
Variables | Equation | ||||
---|---|---|---|---|---|
1 | 2 | 3 | 4 | 5 | |
PUINV | 0.055 | −0.274 | −0.367 | 0.135 | −0.165 |
(0.259) | (0.223) | (0.263) | (0.263) | (0.193) | |
OPEN | 0.166 *** | 0.185 *** | 0.216 *** | 0.138 *** | 0.184 *** |
(0.042) | (0.037) | (0.058) | (0.037) | (0.039) | |
Y | 0.230 *** | 0.173 *** | 0.177 *** | 0.191 *** | 0.198 *** |
(0.050) | (0.039) | (0.040) | (0.057) | (0.045) | |
RER | −0.020 | −0.012 | 0.015 | −0.023 | −0.020 |
(0.014) | (0.011) | (0.014) | (0.014) | (0.012) | |
R | −0.007 | 0.027 | 0.011 | −0.005 | 0.029 |
(0.023) | (0.029) | (0.025) | (0.023) | (0.023) | |
SC | −0.414 | - | - | - | - |
(0.298) | |||||
BM | - | −0.229 | - | - | - |
(0.139) | |||||
DMG | - | - | −0.286 | - | - |
(0.171) | |||||
FDG | - | - | - | −0.046 | - |
(0.236) | |||||
FDPCA | - | - | - | - | −0.008 |
(0.006) | |||||
Constant | −1.385 *** | −0.994 *** | −1.048 *** | −1.163 *** | −1.209 *** |
(−1.385) | (0.231) | (0.242) | (0.341) | (0.292) |
Variables | Equation | ||||
---|---|---|---|---|---|
1 | 2 | 3 | 4 | 5 | |
∆PUINV | 0.048 | 0.337 | −0.298 | 0.120 | 0.498 |
(0.227) | (0.261) | (0.203) | (0.236) | (0.310) | |
∆OPEN | 0.145 *** | 0.157 *** | 0.176 *** | 0.123 *** | 0.169 *** |
(0.033) | (0.030) | (0.041) | (0.032) | (0.033) | |
∆Y | 0.200 *** | 0.147 *** | 0.144 *** | 0.170 *** | 0.182 *** |
(0.049) | (0.040) | (0.038) | (0.056) | (0.046) | |
∆RER | −0.002 | −0.010 | −0.012 | −0.005 | −0.019 |
(0.016) | (0.009) | (0.011) | (0.018) | (0.011) | |
∆RER(-1) | 0.030 * | - | - | 0.031 * | - |
(0.017) | (0.018) | ||||
∆R | −0.006 | 0.023 | 0.009 | −0.004 | 0.026 |
(0.020) | (0.024) | (0.020) | (0.021) | (0.022) | |
∆PSC | −0.360 | - | - | - | - |
(0.247) | |||||
∆BM | - | −0.584 *** | - | - | - |
(0.169) | |||||
∆DMG | - | - | −0.232 * | - | - |
(0.129) | |||||
∆FDG | - | - | - | −0.041 (0.210) | - |
∆FDPCA | - | - | - | - | −0.018 ** (0.007) |
ECMT-1 | −0.871 *** (0.137) | −0.850 *** (0.124) | −0.813 *** (0.135) | −0.891 *** (0.141) | −0.919 *** (0.132) |
Models | Autocorrelation a | Heteroscedasticity b | Normality c | Functional Form d |
---|---|---|---|---|
1 | 0.535 | 0.720 | 0.518 | 1.358 |
(0.591) | (0.687) | (0.771) | (0.252) | |
2 | 0.518 | 0.753 | 2.247 | 1.639 |
(0.600) | (0.659) | (0.325) | (0.209) | |
3 | 0.282 | 0.489 | 0.633 | 2.519 |
(0.756) | (0.836) | (0.782) | (0.121) | |
4 | 0.933 | 0.796 | 0.993 | 2.064 |
(0.404) | (0.623) | (0.609) | (0.161) | |
5 | 0.682 | 0.853 | 0.452 | 1.847 |
(0.513) | (0.574) | (0.798) | (0.183) |
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Sakyi, D.; Kofi Boachie, M.; Immurana, M. Does Financial Development Drive Private Investment in Ghana? Economies 2016, 4, 27. https://doi.org/10.3390/economies4040027
Sakyi D, Kofi Boachie M, Immurana M. Does Financial Development Drive Private Investment in Ghana? Economies. 2016; 4(4):27. https://doi.org/10.3390/economies4040027
Chicago/Turabian StyleSakyi, Daniel, Micheal Kofi Boachie, and Mustapha Immurana. 2016. "Does Financial Development Drive Private Investment in Ghana?" Economies 4, no. 4: 27. https://doi.org/10.3390/economies4040027
APA StyleSakyi, D., Kofi Boachie, M., & Immurana, M. (2016). Does Financial Development Drive Private Investment in Ghana? Economies, 4(4), 27. https://doi.org/10.3390/economies4040027