
ISSN: 1019-7044
Volume 49, Nos. 1 - 4, March - December 2024
Published: May 2025
Pages: 169-199
Doi: https://doi.org/10.64204/BP1019-7044/49(1-4)/A20255
Mohammad Mohidul Islam
Considering the increasing importance of imported capital goods in the developing economy’s manufacturing sector, our empirical study explores the relationship between imported capital goods, inflation, financial development, trade openness, and manufacturing output in Bangladesh using data from 1991 to 2022. The econometric analyses utilize the augmented ARDL (Auto-regressive Distributed Lag) model, frequency domain causality, and counterfactual analysis. The results suggest a significant connection between the import of capital goods and manufacturing output in Bangladesh in the near and long term. Specifically, a favorable long-term association exists between imported capital goods and manufacturing output. Furthermore, short-term adjustments are consistently made to uphold this association. The frequency domain causality analysis and counterfactual analysis also support the findings of the augmented ARDL approach. In addition, this study also emphasizes that inflation and trade openness adversely impact manufacturing output, while financial development positively influences manufacturing output in the economy.
JEL Classification: C32, F14, F41, O14
Keywords: Augmented ARDL , Bangladesh , Imported Capital Goods , Manufacturing Output , Trade Openness
References:
Ahmed, F. Z., Greenleaf, A., & Sacks, A. (2014). The paradox of export growth in areas of weak governance: The case of the ready-made garment sector in Bangladesh. World Development, 56, 258-271. https://doi.org/10.1016/ j.worlddev.2013.11.001
Ahmed, H. A., & Uddin, M. G. S. (2009). Export, imports, remittance and growth in Bangladesh: An empirical analysis. Trade and Development Review, 2(2), 79-92.
Aluko, O. A., & Adeyeye, P. O. (2020). Imports and economic growth in Africa: Testing for granger causality in the frequency domain. The Journal of International Trade & Economic Development, 29(7), 850-864. https://doi.org/10.1080/09638199.2020.1751870
Aluko, O. A., & Obalade, A. A. (2020). Import-economic growth nexus in selected African countries: An application of the Toda-Yamamoto Granger non-causality test. Zagreb International Review of Economics & Business, 23(2), 117-128. https://doi.org/10.2478/zireb-2020-0016
Awokuse, T. O. (2007). Causality between exports, imports, and economic growth: Evidence from transition economies. Economics Letters, 94(3), 389-395. https://doi.org/10.1016/j.econlet.2006.08.025
Awokuse, T. O. (2008). Trade openness and economic growth: is growth export-led or import-led?. Applied Economics, 40(2), 161-173. https://doi.org/10. 1080/00036840600749490
Ayeni, R. K., & Akeju, K. F. (2023). Human capital, capital goods import and economic growth in West Africa. Cogent Economics & Finance, 11(2), 2268440. https://doi.org/10.1080/23322039.2023.2268440
Bashir, M. A., Sheng, B., Doğan, B., Sarwar, S., & Shahzad, U. (2020). Export product diversification and energy efficiency: Empirical evidence from OECD countries. Structural Change and Economic Dynamics, 55, 232-243. https://doi.org/10.1016/j.strueco.2020.09.002
Breitung, J., & Candelon, B. (2006). Testing for short-and long-run causality: A frequency-domain approach. Journal of Econometrics, 132(2), 363-378. https://doi.org/10.1016/j.jeconom.2005.02.004
Chowdhury, T. S., Rahman, M. H., Majumder, S. C., & Esquivias, M. A. (2023). Significance of technological progress and capital formation to expand foreign direct investment in Bangladesh: Does money circulation matter?. Cogent Economics & Finance, 11(2), 2279351. https://doi.org/10.1080 /23322039.2023.2279351
Coe, D. T., Helpman, E., & Hoffmaister, A. W. (2009). International R&D spillovers and institutions. European Economic Review, 53(7), 723-741. https://doi.org/10.1016/j.euroecorev.2009.02.005
Dawson, P. J. (2006). The export–income relationship and trade liberalization in Bangladesh. Journal of Policy Modeling, 28(8), 889-896. https://doi.org/ 10.1016/j.jpolmod.2006.04.005
Geweke, J. (1982). Measurement of linear dependence and feedback between multiple time series. Journal of the American Statistical Association, 77(378), 304-313.
Gokmenoglu, K., Kirikkaleli, D., & Eren, B. M. (2019). Time and frequency domain causality testing: the causal linkage between FDI and economic risk for the case of Turkey. The Journal of International Trade & Economic Development, 28(6), 649-667. https://doi.org/10.1080/09638 199.2018.15 61745
Gu, Y., Nayyar, G., & Sharma, S. (2021). Gearing up for the future of manufacturing in Bangladesh. World Bank Publications. http://hdl.handle. net/10986/35879
Habiyaremye, A. (2013). Imported capital goods and manufacturing productivity: Evidence from Botswana's manufacturing sector. South African Journal of Economics, 81(4), 581-604. https://doi.org/10.1111/saje.12015
Haug, A. A. (2002). Testing linear restrictions on cointegrating vectors: Sizes and powers of Wald and likelihood ratio tests in finite samples. Econometric Theory, 18(2), 505-524. https://doi.org/10.1017/S0266466602182119
Herrerias, M. J., & Orts, V. (2013). Capital goods imports and long-run growth: Is the Chinese experience relevant to developing countries?. Journal of Policy Modeling, 35(5), 781-797. https://doi.org/10.1016/j.jpolmod.201 3.0 2.006
Hoque, M. M., & Yusop, Z. (2010). Impacts of trade liberalisation on aggregate import in Bangladesh: An ARDL Bounds test approach. Journal of Asian Economics, 21(1), 37-52. https://doi.org/10.1016/j.asieco.2009.09.004
Hosen, M. Z. (2023). Aggregated imports and expenditure components in Bangladesh: A cointegration and equilibrium correction analysis. Heliyon, 9(6). https://doi.org/10.1016/j.heliyon.2023.e17417
Hosoya, Y. (1991). The decomposition and measurement of the interdependency between second-order stationary processes. Probability theory and related fields, 88(4), 429-444.
Hossain, M. A., & Alauddin, M. (2005). Trade liberalization in Bangladesh: the process and its impact on macro variables particularly export expansion. The Journal of Developing Areas, 127-150. https://doi.org/10.1353/jda. 2005.0035
Hossain, M. A., Haseen, L., & Jabin, N. (2009). Dynamics and causality among exports, imports and income in Bangladesh. The Bangladesh Development Studies, 32(2), 101-113.
Hye, Q. M. A., Wizarat, S., & Lau, W. Y. (2013). Trade-led growth hypothesis: An empirical analysis of South Asian countries. Economic Modelling, 35, 654-660. https://doi.org/10.1016/j.econmod.2013.07.040
Islam, F., Muhammad Adnan Hye, Q., & Shahbaz, M. (2012). Import‐economic growth nexus: ARDL approach to cointegration. Journal of Chinese Economic and Foreign Trade Studies, 5(3), 194-214. https://doi.org/10.1108/ 17544401211263964
Islam, T., & Halim, M. A. (2022). Impact of ready-made garments (RMG) industries and sustainability: Perspective of the pandemic period in developing country. Cleaner Engineering and Technology, 11, 100567. https://doi.org/10.1016/j.clet.2022.100567
Istaiteyeh, R., Najem, F., & Saqfalhait, N. (2023). Exports-and imports-led growth: Evidence from a time series analysis, case of Jordan. Economies, 11(5), 135. https://doi.org/10.3390/economies11050135
Kim, B., Kyophilavong, P., Nozaki, K., & Charoenrat, T. (2022). Does the export-led growth hypothesis hold for Myanmar?. Global Business Review, 23(1), 48-60. https://doi.org/10.1177/0972150919863929
Lawrence, R. Z., & Weinstein, D. (1999). Trade and growth: import-led or export-led? Evidence from Japan and Korea. NEBR Working Paper 7264. https://doi.org/10.3386/w7264
Li, M., Ahmad, M., Fareed, Z., Hassan, T., & Kirikkaleli, D. (2021). Role of trade openness, export diversification, and renewable electricity output in realizing carbon neutrality dream of China. Journal of Environmental Management, 297, 113419. https://doi.org/10.1016/j.jenvman.2021.113419
Liao, H., Wang, D., Van Assche, A., & Du, J. (2023). Do capital goods imports improve the quality of regional development? Evidence from Chinese cities. Journal of Innovation & Knowledge, 8(4), 100435. https://doi.org/10.1016/ j.jik.2023.100435
Mazumdar, J. (2001). Imported machinery and growth in LDCs. Journal of Development Economics, 65(1), 209-224. https://doi.org/10.1016/S0304-3878(01)00134-1
McNown, R., Sam, C. Y., & Goh, S. K. (2018). Bootstrapping the autoregressive distributed lag test for cointegration. Applied Economics, 50(13), 1509-1521. https://doi.org/10.1080/00036846.2017.1366643
Mohamed, M. M. A., Liu, P., & Nie, G. (2022). Causality between technological innovation and economic growth: Evidence from the economies of developing countries. Sustainability, 14(6), 3586. https://doi.org/10.3390/s u14063586
Mustafin, A. N., Kotenkova, S. N., Kravčáková Vozárová, I., & Kotulič, R. (2022). Impact of Import Substitution Policy on Economic Growth. Economies, 10(12), 324. https://doi.org/10.3390/economies10120324
Narayan, P. K. (2005). The saving and investment nexus for China: evidence from cointegration tests. Applied Economics, 37(17), 1979-1990. https://doi.org/10.1080/00036840500278103
Nguyen, V. M. H., Ho, T. H., Nguyen, L. H., & Pham, A. T. H. (2023). The Impact of Trade Openness on Economic Stability in Asian Countries. Sustainability, 15(15), 11736. https://doi.org/10.3390/su151511736
Panta, H., Devkota, M. L., & Banjade, D. (2022). Exports and imports-led growth: Evidence from a small developing economy. Journal of Risk and Financial Management, 15(1), 11. https://doi.org/10.3390/jrfm15010011
Paul, B. P. (2011). Revisiting export-led growth for Bangladesh: A synthesis of cointegration and innovation accounting. International Journal of Economics and Finance, 3(6), 3-15. http://dx.doi.org/10.5539/ijef.v3n6p3
Pesaran, M. H., Shin, Y., & Smith, R. J. (2001). Bounds testing approaches to the analysis of level relationships. Journal of Applied Econometrics, 16(3), 289-326. https://doi.org/10.1002/jae.616
Raghutla, C., & Chittedi, K. R. (2020). Is there an export‐or import‐led growth in emerging countries? A case of BRICS countries. Journal of Public Affairs, 20(3), e2074. https://doi.org/10.1002/pa.2074
Rahman, P., Zhang, Z., & Musa, M. (2023). Do technological innovation, foreign investment, trade and human capital have a symmetric effect on economic growth? Novel dynamic ARDL simulation study on Bangladesh. Economic Change and Restructuring, 56(2), 1327-1366. https://doi.org/10.1007/s1064 4-022-09478-1
Sam, C. Y., McNown, R., & Goh, S. K. (2019). An augmented autoregressive distributed lag bounds test for cointegration. Economic Modelling, 80, 130-141. https://doi.org/10.1016/j.econmod.2018.11.001
Sankaran, A., Krishna, A., & Vadivel, A. (2021). How does manufacturing output affect export behaviors in emerging market economies? Evidence from a dynamic panel ARDL for ten biggest emerging market economies. Future Business Journal, 7(1), 26. https://doi.org/10.1186/s43093-021-00072-x
Sarker, B. (2024). FDI-growth and trade-growth relationships during crises: evidence from Bangladesh. Financial Innovation, 10(1), 55. https://doi.org/10.1186/s40854-023-00571-6
Sarker, B., & Khan, F. (2020). Nexus between foreign direct investment and economic growth in Bangladesh: an augmented autoregressive distributed lag bounds testing approach. Financial Innovation, 6(1), 10. https://doi.org/10.1186/s40854-019-0164-y
Sharma, R., Shahbaz, M., Kautish, P., & Vo, X. V. (2023). Diversified imports as catalysts for ecological footprint: examining the BRICS experience. Environment, Development and Sustainability, 25(4), 3153-3181. https://doi.org/10.1007/s10668-022-02177-x
Singh, T. (2010). Does international trade cause economic growth? A survey. The World Economy, 33(11), 1517-1564. https://doi.org/10.1111/j.1467-9701.20 10.01243.x
Swazan, I. S., & Das, D. (2022). Bangladesh's emergence as a ready-made garment export leader: an examination of the competitive advantages of the garment industry. International Journal of Global Business and Competitiveness, 17(2), 162-174. https://doi.org/10.1007/s42943-022-000 49-9
Thangavelu, S. M., & Rajaguru, G. (2004). Is there an export or import-led productivity growth in rapidly developing Asian countries? A multivariate VAR analysis. Applied Economics, 36(10), 1083-1093. https://doi.org/10. 1080/0003684042000246795
Usman, K., & Bashir, U. (2022). The causal nexus between imports and economic growth in China, India and G7 countries: granger causality analysis in the frequency domain. Heliyon, 8(8). https://doi.org/10.1016/j.heliyon. 202 2.e10180
Veeramani, C. (2009). Trade barriers, multinational involvement and intra-industry trade: panel data evidence from India. Applied Economics, 41(20), 2541-2553. https://doi.org/10.1080/00036840701235688
Wahab, M. A., Sultana, N. N., & Hoque, M. R. (2016). Does the import of capital goods spur manufacturing output growth in Bangladesh? [Dhaka]: Research Department, Bangladesh Bank.
Zang, W., & Baimbridge, M. (2012). Exports, imports and economic growth in South Korea and Japan: a tale of two economies. Applied Economics, 44(3), 361-372. https://doi.org/10.1080/00036846.2010.508722