The complexity of the nexus between financial development and remittance inflows in Africa has remained largely underexplored. Therefore, we contributed to the literature by providing more specific and valuable insights into the channels through which financial development affects inward remittances in a panel of six (6) ECOWAS countries (Ghana, Mali, Niger, Nigeria, Senegal, and Sierra Leone). We utilised panel datasets from the World Bank and IMF Financial Statistics and employed the Mean Group (MG) estimator, the Hausman test, and summary statistics for the analysis. The findings showed that the long-term implications of financial institutions' development on remittance inflows are positive. In particular, the effects of financial institution access and efficiency on personal remittances are positive in the long run. This finding indicates that greater access to financial services and efficient, cost-effective allocation of financial resources are beneficial for mobilising personal remittances to the ECOWAS region. Additionally, overall financial development positively affected personal remittances in the long run, being significant at the 5% level, which suggests that gradual and consistent improvements in financial institutions' activities—such as increased access to services, size, efficiency, and stability play an important role in mobilising diaspora remittances to the ECOWAS sub-region. However, the depth of financial institutions has a positive effect on personal remittances. This finding is not significant at the 5% level, indicating that the size of financial institutions relative to GDP has not significantly enhanced the inflows of migrants’ remittances. Based on these findings, we recommend that governments and monetary authorities within ECOWAS collaborate efforts to promote financial development and expand digital financial services, thereby providing a sustainable roadmap for increased remittance inflows.
Published in | International Journal of Economics, Finance and Management Sciences (Volume 13, Issue 4) |
DOI | 10.11648/j.ijefm.20251304.16 |
Page(s) | 235-243 |
Creative Commons |
This is an Open Access article, distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution and reproduction in any medium or format, provided the original work is properly cited. |
Copyright |
Copyright © The Author(s), 2025. Published by Science Publishing Group |
Remittances, Financial Development, Financial Access, Depth, Efficiency and ECOWAS
Variable | Notation | Description |
---|---|---|
Personal remittances | PER | These involve the money remitted by migrants employed in foreign destinations to their home country. This was measured by the remittances received, including personal transfers and compensation as defined in the sixth edition of the IMF's Balance of Payments Manual. |
Financial access | FAC | This is the level to which financial agents, such as individuals or companies, have access to financial institutions in the absence of price and non-price barriers. Consistent with the World Bank definition, financial access ranges from bank account holding to credit access and distribution of bank branches, etc. The financial access index from the World Bank database was utilised as the reference for this variable. |
Financial depth | FDE | This measures the size of the financial sector relative to the economy's GDP. It is often captured by the domestic private credit to the real sector by deposit money banks as a percentage of GDP. The financial depth index provided by the World Bank was relied upon to measure this variable. |
Financial efficiency | FEE | As an important aspect of the financial sector development, financial efficiency refers to the efficient allocation of financial resources at the lowest possible cost. According to the World Bank, this concept includes the lending-deposit spread, overhead costs, and profitability, among other things. To assess this variable, the World Bank's financial efficiency index is used. |
Overall financial development | OFD | This refers to improving in the financial institutions. The World Bank identified financial depth, access, efficiency and stability as the integral aspects of financial institutions' development. This study relied on the financial institutions development index provided by the World Bank to measure this variable. |
Variable | Observation | Mean | Std. dev. | Minimum value | Maximum value |
---|---|---|---|---|---|
PER | 198 | 3.3404 | 2.8753 | .0036 | 11.232 |
FAC | 198 | .1122 | .16324 | .0060 | .5075 |
FDE | 198 | .04459 | .0221 | .0083 | .1116 |
FEE | 198 | .52485 | .11419 | .2372 | .8937 |
OFD | 198 | .17368 | .03903 | .0843 | .25688 |
Variable | Levels test results | 1st diff. test results | Number of panels | Order of integration |
---|---|---|---|---|
PER | 0.2937 (0.6155) | -5.5929*** (0.0000) | 6 | I (1) |
FAC | 0.6341 (0.7370) | -1.8182** (0.0345) | 6 | I (1) |
FDE | 0.5926 (0.2767) | -4.4117*** (0.0000) | 6 | I (1) |
FEE | -1.4808* (0.0693) | -7.247*** (0.0000) | 6 | I (1) |
OFD | -1.2274 (0.1098) | -6.7871*** (0.0000) | 6 | I (1) |
Series: PER FAC FDE FEE OFD | ||
---|---|---|
H0: No cointegration Number of panels = 6 | ||
Ha: All panels are cointegrated Number of periods = 32 | ||
Cointegrating vector: Panel-specific | ||
Statistic | p-value | |
Modified Phillips-Perron t | 0.8593 | 0.1951 |
Phillips-Perron t | -1.6108** | 0.0536 |
Augmented Dickey-Fuller t | -1.7692** | 0.0384 |
Dependent variable: PER | ||
---|---|---|
(1) | (2) | |
Variables | MG | PMG |
Ec | -0.437*** | -0.363*** |
(0.151) | (0.138) | |
D. FAC | -214.5* | -73.16 |
(117.0) | (57.40) | |
D. FDE | -142.0 | -29.70 |
(101.4) | (35.63) | |
D. FEE | -96.36* | -26.26 |
(55.78) | (16.27) | |
D. OFD | 373.1* | 104.4* |
(220.5) | (63.42) | |
FAC | 630.7*** | 135.5 |
(194.19) | (120.6) | |
FDE | 519.9 | 16.20 |
(458.5) | (109.9) | |
FEE | 330.5*** | 36.25 |
(82.08) | (69.99) | |
OFD | 1,296** | -139.3 |
(504.916) | (273.3) | |
Constant | -0.998 | -0.147 |
(1.228) | (0.452) | |
Observations | 192 | 192 |
Hausman test results | ||
Chi-square statistic | 27.41 | |
Probability value | 0.000 |
ECOWAS | Economic Community of West African States |
ODA | Official Development Assistance |
GDP | Gross Domestic Product |
PMG | Pooled Mean Group |
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APA Style
Ezekwe, C. I., Agama, E. I., Enebeli, J. (2025). Financial Development and Remittances Inflow: Evidence from a Panel of Six Countries in the Economic Community of West African States (ECOWAS). International Journal of Economics, Finance and Management Sciences, 13(4), 235-243. https://doi.org/10.11648/j.ijefm.20251304.16
ACS Style
Ezekwe, C. I.; Agama, E. I.; Enebeli, J. Financial Development and Remittances Inflow: Evidence from a Panel of Six Countries in the Economic Community of West African States (ECOWAS). Int. J. Econ. Finance Manag. Sci. 2025, 13(4), 235-243. doi: 10.11648/j.ijefm.20251304.16
@article{10.11648/j.ijefm.20251304.16, author = {Christopher Ifeanyi Ezekwe and Evwienure Ibunor Agama and James Enebeli}, title = {Financial Development and Remittances Inflow: Evidence from a Panel of Six Countries in the Economic Community of West African States (ECOWAS) }, journal = {International Journal of Economics, Finance and Management Sciences}, volume = {13}, number = {4}, pages = {235-243}, doi = {10.11648/j.ijefm.20251304.16}, url = {https://doi.org/10.11648/j.ijefm.20251304.16}, eprint = {https://article.sciencepublishinggroup.com/pdf/10.11648.j.ijefm.20251304.16}, abstract = {The complexity of the nexus between financial development and remittance inflows in Africa has remained largely underexplored. Therefore, we contributed to the literature by providing more specific and valuable insights into the channels through which financial development affects inward remittances in a panel of six (6) ECOWAS countries (Ghana, Mali, Niger, Nigeria, Senegal, and Sierra Leone). We utilised panel datasets from the World Bank and IMF Financial Statistics and employed the Mean Group (MG) estimator, the Hausman test, and summary statistics for the analysis. The findings showed that the long-term implications of financial institutions' development on remittance inflows are positive. In particular, the effects of financial institution access and efficiency on personal remittances are positive in the long run. This finding indicates that greater access to financial services and efficient, cost-effective allocation of financial resources are beneficial for mobilising personal remittances to the ECOWAS region. Additionally, overall financial development positively affected personal remittances in the long run, being significant at the 5% level, which suggests that gradual and consistent improvements in financial institutions' activities—such as increased access to services, size, efficiency, and stability play an important role in mobilising diaspora remittances to the ECOWAS sub-region. However, the depth of financial institutions has a positive effect on personal remittances. This finding is not significant at the 5% level, indicating that the size of financial institutions relative to GDP has not significantly enhanced the inflows of migrants’ remittances. Based on these findings, we recommend that governments and monetary authorities within ECOWAS collaborate efforts to promote financial development and expand digital financial services, thereby providing a sustainable roadmap for increased remittance inflows.}, year = {2025} }
TY - JOUR T1 - Financial Development and Remittances Inflow: Evidence from a Panel of Six Countries in the Economic Community of West African States (ECOWAS) AU - Christopher Ifeanyi Ezekwe AU - Evwienure Ibunor Agama AU - James Enebeli Y1 - 2025/08/20 PY - 2025 N1 - https://doi.org/10.11648/j.ijefm.20251304.16 DO - 10.11648/j.ijefm.20251304.16 T2 - International Journal of Economics, Finance and Management Sciences JF - International Journal of Economics, Finance and Management Sciences JO - International Journal of Economics, Finance and Management Sciences SP - 235 EP - 243 PB - Science Publishing Group SN - 2326-9561 UR - https://doi.org/10.11648/j.ijefm.20251304.16 AB - The complexity of the nexus between financial development and remittance inflows in Africa has remained largely underexplored. Therefore, we contributed to the literature by providing more specific and valuable insights into the channels through which financial development affects inward remittances in a panel of six (6) ECOWAS countries (Ghana, Mali, Niger, Nigeria, Senegal, and Sierra Leone). We utilised panel datasets from the World Bank and IMF Financial Statistics and employed the Mean Group (MG) estimator, the Hausman test, and summary statistics for the analysis. The findings showed that the long-term implications of financial institutions' development on remittance inflows are positive. In particular, the effects of financial institution access and efficiency on personal remittances are positive in the long run. This finding indicates that greater access to financial services and efficient, cost-effective allocation of financial resources are beneficial for mobilising personal remittances to the ECOWAS region. Additionally, overall financial development positively affected personal remittances in the long run, being significant at the 5% level, which suggests that gradual and consistent improvements in financial institutions' activities—such as increased access to services, size, efficiency, and stability play an important role in mobilising diaspora remittances to the ECOWAS sub-region. However, the depth of financial institutions has a positive effect on personal remittances. This finding is not significant at the 5% level, indicating that the size of financial institutions relative to GDP has not significantly enhanced the inflows of migrants’ remittances. Based on these findings, we recommend that governments and monetary authorities within ECOWAS collaborate efforts to promote financial development and expand digital financial services, thereby providing a sustainable roadmap for increased remittance inflows. VL - 13 IS - 4 ER -