Main Article Content
Abstract
This study investigates the impact of remittances, domestic credit, export growth, consumer price index, and foreign exchange reserves on economic growth. Using annual data from the World Bank for the period 2014–2023, this study employs a fixed-effects panel data model approach and performs robust checks using FGLS to ensure robust and efficient panel data regression analysis. Empirical results indicate that remittances, domestic credit, export growth, and foreign exchange reserves are positive and statistically significant contributors to economic growth in the ASEAN region. Specifically, the findings highlight that a developed financial system enhances the growth-promoting effect of remittances by efficiently channeling capital into productive investment. In contrast, the consumer price index was found to have no significant direct impact on economic growth in this model, suggesting that moderate inflation serves more as a factor supporting macroeconomic stability than as a primary driver of real output. These findings highlight the importance of policymakers facilitating formal remittance management and expanding credit access for micro, small, and medium enterprises to stimulate innovation and employment. Furthermore, the study recommends prioritizing export-oriented industrialization and maintaining adequate foreign exchange reserves to strengthen regional economic resilience to global financial volatility.
Keywords
Article Details

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Authors who publish with this journal agree to the terms:
Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution-ShareAlike 4.0 International License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
Jurnal Ekonomi Pembangunan is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License..
References
- Anwar, A., Mifrahi, M. N., & Kusairee, M. A. B. Z. A. (2024). International Trade and Economic Growth in ASEAN. Jurnal Kebijakan Ekonomi dan Keuangan, 3(1), 109–115. https://doi.org/10.20885/JKEK.vol3.iss1.art14
- Bai, J., Choi, S. H., & Liao, Y. (2021). Feasible Generalized Least Squares for Panel Data with Cross-sectional and Serial Correlations. Empirical Economics, 60, 309-326. https://doi.org/10.1007/s00181-020-01977-2
- Baltagi, B. H. (2021). Econometric Analysis of Panel Data. 6th Editon. Springer.
- Bezemer, D. J. (2014). Schumpeter Might be Right Again: The Functional Differentiation of Credit. Journal of Evolutionary Economics, 24(5), 935–950. https://doi.org/10.1007/s00191-014-0376-2
- Cervellati, M., Meyerheim, G. & Sunde, U. (2023). The Empirics of Economic Growth Over time and Across Nations: a Unified Growth perspective. Journal of Economic Growth, 28, 173–224. https://doi.org/10.1007/s10887-022-09216-2
- Chowdhury, E. K., Dhar, B. K., & Gazi, M. A. I. (2022). Impact of Remittance on Economic Progress: Evidence from Low-Income Asian Frontier Countries. Journal of the Knowledge Economy, 14(1), 382–407. https://doi.org/10.1007/s13132-022-00898-y
- Dhakal, S. C., & Paudel, A. (2023). Remittance in Nepal: Status, Trend and Economic Impacts. Business and Economics in Developing Countries (BEDC), 1(2), 52–60. https://doi.org/10.26480/bedc.02.2023.82.90
- Giuliano, P., & Ruiz-arranz, M. (2009). Remittances, Financial Development, and Growth. Journal of Development Economics, 90(1), 144–152. https://doi.org/10.1016/j.jdeveco.2008.10.005
- Hidthiir, M. H. B., Ahmad, Z., Junoh, M. Z. M., & Yusof, M. F. B. (2024). Dynamics of Economic Growth in ASEAN-5 Countries: A Panel ARDL Approach. Discover Sustainability, 5(1), 145. https://doi.org/10.1007/s43621-024-00351-x
- Ibrahim, M., & Alagidede, P. (2018). Nonlinearities in Financial Development–Economic Growth Nexus: Evidence from Sub-Saharan Africa. Research in International Business and Finance, 46, 95–104. https://doi.org/10.1016/j.ribaf.2017.11.001
- Irzam, Y., & Setyari, N. P. W. (2020). Financial Development dan Pertumbuhan Ekonomi Indonesia. Jurnal Benefita, 5(2), 140. https://doi.org/10.22216/jbe.v5i2.5333
- Khan, F., Haider, A., Shaheen, F., & Zaman, M. (2015). Energy Resources, Foreign Exchange Reserves and Economic Growth: Empirical Evidence from Pakistan. American-Eurasian Journal of Agriculture and Environmental Science, 15(9), 1740–1752. https://doi.org/10.5829/idosi.aejaes.2015.15.9.12778
- Khan, M. A. (2025). The Impact of Migrant Remittances on Economic Development: Empirical Evidence from the Developing World. Journal of Social and Economic Development, 27, 323–351. https://doi.org/10.1007/s40847-024-00329-5
- King, R. G., & Levine, R. (1993). Finance and Growth: Schumpeter Might be Right. Quarterly Journal of Economics, 108(3), 717–737. https://doi.org/10.2307/2118406
- Krušković, B. D. (2023). Econometric VAR Analysis of the Effect of the Foreign Exchange Reserves on Macroeconomic Variables in Emerging Countries: The Case of BRIC Countries. Journal of Central Banking Theory and Practice, 12(3), 87-109. https://doi.org/10.2478/jcbtp-2023-0026
- Makun, K. K. (2018). Imports, Remittances, Direct Foreign Investment and Economic Growth in Republic of the Fiji Islands: An Empirical Analysis using ARDL Approach. Kasetsart Journal of Social Sciences, 39(3), 439–447. https://doi.org/10.1016/j.kjss.2017.07.002
- Mankiw, N. G. (2006). The Macroeconomist as Scientist and Engineer. Journal of Economic Perspective, 20(4), 29–46. https://doi.org/10.1257/jep.20.4.29
- Mariska, M., Hamzah, L. M., & Ratih, A. (2021). The Effect of Remittance, Consumption, and FDI on Economic Growth in ASEAN Countries. Eko-RegionaL, 16(2), 136–143. https://doi.org/10.25133/JPSSv27n3.0015
- Maulana, A. Z., & Suprapti, I. A. P. (2025). Do Inflation, Labor, FDI, and External Debt Influence Economic Growth? Evidence from ASEAN Countries During the Fintech 3.0. Journal of Enterprise and Development, 7(1), 66-78. https://doi.org/10.20414/jed.v7i1.12710
- Meyer, D., & Shera, A. (2017). The Impact of Remittances on Economic Growth: An Econometric Model. EconomiA, 18(2), 147–155. https://doi.org/10.1016/j.econ.2016.06.001
- Millah, R. L., & Wibowo, W. (2021). The Effect of Financial Development on Economic Growth Countries ASEAN-4. Jurnal Ilmu Ekonomi Terapan, 6(2), 293–307. https://doi.org/10.20473/jiet.v6i2.29407
- Pappas, A, & Boukas, N. (2025). Examining Impact of Inflation and Inflation Volatility on Economic Growth: Evidence from European Union Economies. Economies, 13(2), 31.
- https://doi.org/10.3390/economies13020031
- Park, J., Lee, S., & Park, J. (2024). The Economic Decision of International Migration: Two Empirical Evidences from the United States and Canada. Economies, 12(8), 214. https://doi.org/10.3390/economies12080214.
- Peng, D., Ye, Y., & Chen, Q. (2024). Impact of Cross-Border Capital Flows on Foreign Exchange Market Stability. Finance Research Letters, 62,(Part A), 105155. https://doi.org/10.1016/j.frl.2024.105155
- Prochniak, M., & Wasiak, K. (2017). The Impact of the Financial System on Economic Growth in the Context of the Global Crisis: Empirical Evidence for the EU and OECD Countries. Empirica, 44(2), 295–337. https://doi.org/10.1007/s10663-016-9323-9
- Purwono, R., Yasin, M. Z., & Mubin, M. K. (2020). Explaining Regional Inflation Programmes in Indonesia: Does Inflation Rate Converge? Economic Change and Restructuring, 53(4), 571–590. https://doi.org/10.1007/s10644-020-09264-x
- Rusiadi, R., Hidayat, M., Rangkuty, D. M., Ferine, K. F., & Saputra, J. (2024). The Influence of Natural Resources, Energy Consumption, and Renewable Energy on Economic Growth in ASEAN Region Countries. International Journal of Energy Economics and Policy, 14(3), 332–338. https://doi.org/10.32479/ijeep.15917
- Saadaoui, J. (2024). Financial Development, International Reserves, and Real Exchange Rate Dynamics: Insights from the Europe and Central Asia region. Finance Research Letters, 70, 106359. https://doi.org/10.1016/j.frl.2024.106359
- Salvatore, D. (2019). International economics. John Wiley & Sons.
- Saraan, M. A. B., Suriani, S., & Nasir, M. (2023). The Effect of Foreign Direct Investment and Foreign Exchange Reserves on Economic Growth in ASEAN Countries. International Journal of Finance, Economics and Business, 2(1), 76–83. https://doi.org/10.56225/ijfeb.v2i1.143
- Sarker, B. (2024). FDI–Growth and Trade–Growth Relationships during Crises: Evidence from Bangladesh. Financial Innovation, 10, 55. https://doi.org/10.1186/s40854-023-00571-6
- Sein Y. Y., & Rehman, F. U. (2025). Institutional Quality and Economic Growth: the Mediating Role of Human Capital and Innovation within OECD Countries. International Journal of Innovation Science. https://doi.org/10.1108/IJIS-05-2023-0113.
- Sipahutar, M. A. (2018). Credit Depth on Indonesian Regional Development. Quantitative Economics Research, 1(2), 56–67. http://dx.doi.org/10.17977/um051v1i22018p56-67
- Sumiyana. (2020). Different Characteristics of the Aggregate of Accounting Earnings between Developed and Developing Countries: Evidence for Predicting Future GDP. Journal of International Studies, 13(1), 58–80. https://doi.org/10.14254/2071-8330.2020/13-1/4
- Suripto, S., Khasanah, U., Sukarniati, L., Salim, A., Kurniawan, M. L. A., & Athfal, A. A. (2025). Export-led Growth and Growth-led Export in ASEAN: A Panel VECM Causality Analysis. Jurnal Ekonomi & Studi Pembangunan, 26(2), 335–359. https://doi.org/10.18196/jesp.v26i2.28357
- Takyi, P. O., Dramani, J. B., Akosah, N. K., & Aawaar, G. (2023). Economic Activities’ Response to the COVID-19 Pandemic in Developing Countries. Scientific African, 20, e01642. https://doi.org/10.1016/j.sciaf.2023.e01642
- Taşdemir, S. Z., Dalgıç, B., & Fazlıoğlu, B. (2023). The Impact of Exports on Firm Employment in Türkiye. Sosyoekonomi, 31(57), 47-63. https://doi.org/10.17233/sosyoekonomi.2023.03.03
- Thabana, G., & Fasanya, I., (2024). Determinants of Foreign Exchange Reserves in Sub-Saharan Africa. Scientific African, 26, e02356. https://doi.org/10.1016/j.sciaf.2024.e02356.
- Tangtipongkul, K., & Khiev, V. (2019). The Effect of Remittance on Economic Growth in Cambodia. Journal of Population and Social Studies, 27(3), 232–246. https://doi.org/10.25133/JPSSv27n3.0015
- Todaro, M. P., & Smith, S. C. (2012). Economic Development. In Routledge Handbook of Marxian Economics (11th Editi). https://doi.org/10.4324/9781315774206-29
- Ukhtiyani, K., & Indartono, S. (2020). Impacts of Indonesian Economic Growth: Remittances Migrant Workers and FDI. Journal of Economics and Policy, 13(2), 280–291. https://doi.org/10.15294/jejak.v13i2.23543
- Umaru, A., & Zubairu, J. (2012). Effect of Inflation on the Growth and Development of the Nigerian Economy (An Empirical Analysis). International Journal of Business and Social Science, 3(10), 183–191.
- Williams, K. (2024). Remittances and Government Expenditures on Human Capital in Developing Countries. International Economics, 178. 100508. https://doi.org/10.1016/j.inteco.2024.100508
References
Anwar, A., Mifrahi, M. N., & Kusairee, M. A. B. Z. A. (2024). International Trade and Economic Growth in ASEAN. Jurnal Kebijakan Ekonomi dan Keuangan, 3(1), 109–115. https://doi.org/10.20885/JKEK.vol3.iss1.art14
Bai, J., Choi, S. H., & Liao, Y. (2021). Feasible Generalized Least Squares for Panel Data with Cross-sectional and Serial Correlations. Empirical Economics, 60, 309-326. https://doi.org/10.1007/s00181-020-01977-2
Baltagi, B. H. (2021). Econometric Analysis of Panel Data. 6th Editon. Springer.
Bezemer, D. J. (2014). Schumpeter Might be Right Again: The Functional Differentiation of Credit. Journal of Evolutionary Economics, 24(5), 935–950. https://doi.org/10.1007/s00191-014-0376-2
Cervellati, M., Meyerheim, G. & Sunde, U. (2023). The Empirics of Economic Growth Over time and Across Nations: a Unified Growth perspective. Journal of Economic Growth, 28, 173–224. https://doi.org/10.1007/s10887-022-09216-2
Chowdhury, E. K., Dhar, B. K., & Gazi, M. A. I. (2022). Impact of Remittance on Economic Progress: Evidence from Low-Income Asian Frontier Countries. Journal of the Knowledge Economy, 14(1), 382–407. https://doi.org/10.1007/s13132-022-00898-y
Dhakal, S. C., & Paudel, A. (2023). Remittance in Nepal: Status, Trend and Economic Impacts. Business and Economics in Developing Countries (BEDC), 1(2), 52–60. https://doi.org/10.26480/bedc.02.2023.82.90
Giuliano, P., & Ruiz-arranz, M. (2009). Remittances, Financial Development, and Growth. Journal of Development Economics, 90(1), 144–152. https://doi.org/10.1016/j.jdeveco.2008.10.005
Hidthiir, M. H. B., Ahmad, Z., Junoh, M. Z. M., & Yusof, M. F. B. (2024). Dynamics of Economic Growth in ASEAN-5 Countries: A Panel ARDL Approach. Discover Sustainability, 5(1), 145. https://doi.org/10.1007/s43621-024-00351-x
Ibrahim, M., & Alagidede, P. (2018). Nonlinearities in Financial Development–Economic Growth Nexus: Evidence from Sub-Saharan Africa. Research in International Business and Finance, 46, 95–104. https://doi.org/10.1016/j.ribaf.2017.11.001
Irzam, Y., & Setyari, N. P. W. (2020). Financial Development dan Pertumbuhan Ekonomi Indonesia. Jurnal Benefita, 5(2), 140. https://doi.org/10.22216/jbe.v5i2.5333
Khan, F., Haider, A., Shaheen, F., & Zaman, M. (2015). Energy Resources, Foreign Exchange Reserves and Economic Growth: Empirical Evidence from Pakistan. American-Eurasian Journal of Agriculture and Environmental Science, 15(9), 1740–1752. https://doi.org/10.5829/idosi.aejaes.2015.15.9.12778
Khan, M. A. (2025). The Impact of Migrant Remittances on Economic Development: Empirical Evidence from the Developing World. Journal of Social and Economic Development, 27, 323–351. https://doi.org/10.1007/s40847-024-00329-5
King, R. G., & Levine, R. (1993). Finance and Growth: Schumpeter Might be Right. Quarterly Journal of Economics, 108(3), 717–737. https://doi.org/10.2307/2118406
Krušković, B. D. (2023). Econometric VAR Analysis of the Effect of the Foreign Exchange Reserves on Macroeconomic Variables in Emerging Countries: The Case of BRIC Countries. Journal of Central Banking Theory and Practice, 12(3), 87-109. https://doi.org/10.2478/jcbtp-2023-0026
Makun, K. K. (2018). Imports, Remittances, Direct Foreign Investment and Economic Growth in Republic of the Fiji Islands: An Empirical Analysis using ARDL Approach. Kasetsart Journal of Social Sciences, 39(3), 439–447. https://doi.org/10.1016/j.kjss.2017.07.002
Mankiw, N. G. (2006). The Macroeconomist as Scientist and Engineer. Journal of Economic Perspective, 20(4), 29–46. https://doi.org/10.1257/jep.20.4.29
Mariska, M., Hamzah, L. M., & Ratih, A. (2021). The Effect of Remittance, Consumption, and FDI on Economic Growth in ASEAN Countries. Eko-RegionaL, 16(2), 136–143. https://doi.org/10.25133/JPSSv27n3.0015
Maulana, A. Z., & Suprapti, I. A. P. (2025). Do Inflation, Labor, FDI, and External Debt Influence Economic Growth? Evidence from ASEAN Countries During the Fintech 3.0. Journal of Enterprise and Development, 7(1), 66-78. https://doi.org/10.20414/jed.v7i1.12710
Meyer, D., & Shera, A. (2017). The Impact of Remittances on Economic Growth: An Econometric Model. EconomiA, 18(2), 147–155. https://doi.org/10.1016/j.econ.2016.06.001
Millah, R. L., & Wibowo, W. (2021). The Effect of Financial Development on Economic Growth Countries ASEAN-4. Jurnal Ilmu Ekonomi Terapan, 6(2), 293–307. https://doi.org/10.20473/jiet.v6i2.29407
Pappas, A, & Boukas, N. (2025). Examining Impact of Inflation and Inflation Volatility on Economic Growth: Evidence from European Union Economies. Economies, 13(2), 31.
https://doi.org/10.3390/economies13020031
Park, J., Lee, S., & Park, J. (2024). The Economic Decision of International Migration: Two Empirical Evidences from the United States and Canada. Economies, 12(8), 214. https://doi.org/10.3390/economies12080214.
Peng, D., Ye, Y., & Chen, Q. (2024). Impact of Cross-Border Capital Flows on Foreign Exchange Market Stability. Finance Research Letters, 62,(Part A), 105155. https://doi.org/10.1016/j.frl.2024.105155
Prochniak, M., & Wasiak, K. (2017). The Impact of the Financial System on Economic Growth in the Context of the Global Crisis: Empirical Evidence for the EU and OECD Countries. Empirica, 44(2), 295–337. https://doi.org/10.1007/s10663-016-9323-9
Purwono, R., Yasin, M. Z., & Mubin, M. K. (2020). Explaining Regional Inflation Programmes in Indonesia: Does Inflation Rate Converge? Economic Change and Restructuring, 53(4), 571–590. https://doi.org/10.1007/s10644-020-09264-x
Rusiadi, R., Hidayat, M., Rangkuty, D. M., Ferine, K. F., & Saputra, J. (2024). The Influence of Natural Resources, Energy Consumption, and Renewable Energy on Economic Growth in ASEAN Region Countries. International Journal of Energy Economics and Policy, 14(3), 332–338. https://doi.org/10.32479/ijeep.15917
Saadaoui, J. (2024). Financial Development, International Reserves, and Real Exchange Rate Dynamics: Insights from the Europe and Central Asia region. Finance Research Letters, 70, 106359. https://doi.org/10.1016/j.frl.2024.106359
Salvatore, D. (2019). International economics. John Wiley & Sons.
Saraan, M. A. B., Suriani, S., & Nasir, M. (2023). The Effect of Foreign Direct Investment and Foreign Exchange Reserves on Economic Growth in ASEAN Countries. International Journal of Finance, Economics and Business, 2(1), 76–83. https://doi.org/10.56225/ijfeb.v2i1.143
Sarker, B. (2024). FDI–Growth and Trade–Growth Relationships during Crises: Evidence from Bangladesh. Financial Innovation, 10, 55. https://doi.org/10.1186/s40854-023-00571-6
Sein Y. Y., & Rehman, F. U. (2025). Institutional Quality and Economic Growth: the Mediating Role of Human Capital and Innovation within OECD Countries. International Journal of Innovation Science. https://doi.org/10.1108/IJIS-05-2023-0113.
Sipahutar, M. A. (2018). Credit Depth on Indonesian Regional Development. Quantitative Economics Research, 1(2), 56–67. http://dx.doi.org/10.17977/um051v1i22018p56-67
Sumiyana. (2020). Different Characteristics of the Aggregate of Accounting Earnings between Developed and Developing Countries: Evidence for Predicting Future GDP. Journal of International Studies, 13(1), 58–80. https://doi.org/10.14254/2071-8330.2020/13-1/4
Suripto, S., Khasanah, U., Sukarniati, L., Salim, A., Kurniawan, M. L. A., & Athfal, A. A. (2025). Export-led Growth and Growth-led Export in ASEAN: A Panel VECM Causality Analysis. Jurnal Ekonomi & Studi Pembangunan, 26(2), 335–359. https://doi.org/10.18196/jesp.v26i2.28357
Takyi, P. O., Dramani, J. B., Akosah, N. K., & Aawaar, G. (2023). Economic Activities’ Response to the COVID-19 Pandemic in Developing Countries. Scientific African, 20, e01642. https://doi.org/10.1016/j.sciaf.2023.e01642
Taşdemir, S. Z., Dalgıç, B., & Fazlıoğlu, B. (2023). The Impact of Exports on Firm Employment in Türkiye. Sosyoekonomi, 31(57), 47-63. https://doi.org/10.17233/sosyoekonomi.2023.03.03
Thabana, G., & Fasanya, I., (2024). Determinants of Foreign Exchange Reserves in Sub-Saharan Africa. Scientific African, 26, e02356. https://doi.org/10.1016/j.sciaf.2024.e02356.
Tangtipongkul, K., & Khiev, V. (2019). The Effect of Remittance on Economic Growth in Cambodia. Journal of Population and Social Studies, 27(3), 232–246. https://doi.org/10.25133/JPSSv27n3.0015
Todaro, M. P., & Smith, S. C. (2012). Economic Development. In Routledge Handbook of Marxian Economics (11th Editi). https://doi.org/10.4324/9781315774206-29
Ukhtiyani, K., & Indartono, S. (2020). Impacts of Indonesian Economic Growth: Remittances Migrant Workers and FDI. Journal of Economics and Policy, 13(2), 280–291. https://doi.org/10.15294/jejak.v13i2.23543
Umaru, A., & Zubairu, J. (2012). Effect of Inflation on the Growth and Development of the Nigerian Economy (An Empirical Analysis). International Journal of Business and Social Science, 3(10), 183–191.
Williams, K. (2024). Remittances and Government Expenditures on Human Capital in Developing Countries. International Economics, 178. 100508. https://doi.org/10.1016/j.inteco.2024.100508
