NAVIGATING THE AGRICULTURAL LANDSCAPE: THE IMPACT OF CLIMATE ON BANGLADESH'S FARMING PRACTICES
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Agriculture in Bangladesh has a significant impact on the economy, contributing 11.37 percent to the national GDP and employing almost 45 percent of the total labor force. Both climatic and non-climatic factors significantly influence the Agricultural productivity in Bangladesh, as the country is highly climate sensitive due to its geographical location. Climate factors (rainfall, Temperature, CO₂ emissions) and non-climate inputs (fertilizer) critically influence agricultural productivity, yet their combined short- and long-term macroeconomic impacts remain underexplored. This study examines the effects of climatic and non-climatic factors on agricultural productivity and their subsequent macroeconomic implications in Bangladesh. Using time series data (1990–2021), we employ the Autoregressive Distributed Lag (ARDL) model to assess long-term elasticities and the Granger causality test to determine directional relationships between variables The ARDL results reveal significant long-term elasticities: a 1% increase in fertilizer use raises agricultural output by 0.49%, while a 1% rise in Temperature reduces output by 0.04%. CO₂ emissions and rainfall show positive impacts (0.71% and 0.96%, respectively). The error correction term (-0.49) indicates the system corrects 49% of short-run disequilibrium annually. Granger causality confirms bidirectional relationships between fertilizer use and agricultural productivity (F-stat = 3.72), while Temperature unidirectionally affects output (F-stat = 4.22). The findings validate that non-climate factors (fertilizer) and climate variables (CO₂, rainfall) positively influence agricultural output, whereas Temperature exerts adverse effects. These results align with prior regional studies but highlight Bangladesh's unique susceptibility to temperature fluctuations.
JEL Classification Codes: C22, O53, Q54, Q10, Q53, F62.
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Agovino, M., Casaccia, M., Ciommi, M., Ferrara, M., & Marchesano, K. (2019). Agriculture, climate change and sustainability: The case of EU-28. Ecological Indicators, 105, 525–543. https://doi.org/10.1016/j.ecolind.2018.04.064
Anh, D. L. T., Anh, N. T., & Chandio, A. A. (2023). Climate change and its impacts on Vietnam agriculture: A macroeconomic perspective. Ecological Informatics, 74, 101960. https://doi.org/10.1016/j.ecoinf.2022.101960
Baig, I. A., Irfan, M., Salam, M. A., & Işik, C. (2023). Addressing the effect of meteorological factors and agricultural subsidy on agricultural productivity in India: A roadmap toward environmental sustainability. Environmental Science and Pollution Research, 30(6), 15881-15898. https://doi.org/10.1007/s11356-022-23210-6
Breusch, T. S., & Pagan, A. R. (1980). The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics. The Review of Economic Studies, 47(1), 239–253. https://doi.org/10.2307/2297111
Chandio, A. A., Akram, W., Sargani, G. R., Twumasi, M. A., & Ahmad, F. (2022). Assessing the impacts of meteorological factors on soybean production in China: What role can agricultural subsidy play? Ecological Informatics, 71, 101778. https://doi.org/10.1016/j.ecoinf.2022.101778
Chandio, A. A., Jiang, Y., Rehman, A., & Rauf, A. (2020). Short and long-run impacts of climate change on agriculture: An empirical evidence from China. International Journal of Climate Change Strategies and Management, 12(2), 201–221. https://doi.org/10.1108/IJCCSM-05-2019-0026
Chen, M., Atiqul Haq, S. M., Ahmed, K. J., Hussain, A. B., & Ahmed, M. N. Q. (2021). The link between climate change, food security and fertility: The case of Bangladesh. PLoS One, 16(10), e0258196. https://doi.org/10.1371/journal.pone.0258196
Dash, B. K., Rafiuddin, M., Khanam, F., & Islam, M. N. (2012). Characteristics of meteorological drought in Bangladesh. Natural Hazards, 64(2), 1461–1474. https://doi.org/10.1007/s11069-012-0307-1
Dickey, D. A., & Fuller, W. A. (1979). Distribution of the Estimators for Autoregressive Time Series with a Unit Root. Journal of the American Statistical Association, 74(366a), 427–431. https://doi.org/10.1080/01621459.1979.10482531
Finance Division, Ministry of Finance, Government of the People's Republic of Bangladesh. (2024). Bangladesh Economic Review 2024. Retrieved from https://mof.portal.gov.bd/site/page/28ba57f5-59ff-4426-970a-bf014242179e/Bangladesh-Economic-Review-2024
Gain, A. K., Giupponi, C., & Renaud, F. G. (2012). Climate Change Adaptation and Vulnerability Assessment of Water Resources Systems in Developing Countries: A Generalized Framework and a Feasibility Study in Bangladesh. Water, 4(2), 345-366. https://doi.org/10.3390/w4020345
Garcia, E., Eckel, S. P., Silva, S. J., McConnell, R., Johnston, J., Sanders, K. T., Habre, R., & Baccarelli, A. (2024). The future of climate health research: An urgent call for equitable action- and solution-oriented science. Environmental Epidemiology, 8(5), e331. https://doi.org/10.1097/EE9.0000000000000331
Ghosh, B. C., Eyasmin, F., & Adeleye, B. N. (2023). Climate change and agriculture nexus in Bangladesh: Evidence from ARDL and ECM techniques. PLOS Climate, 2(7), e0000244. https://doi.org/10.1371/journal.pclm.0000244
Granger, C. W. J. (1988). Some recent development in a concept of causality. Journal of Econometrics, 39(1), 199–211. https://doi.org/10.1016/0304-4076(88)90045-0
Habiba, U., Shaw, R., & Takeuchi, Y. (2011). Drought risk reduction through a Socio-economic, Institutional and Physical approach in the northwestern region of Bangladesh. Environmental Hazards, 10(2), 121–138. https://doi.org/10.1080/17477891.2011.582311
Haque, A., & Jahan, S. (2015). Impact of flood disasters in Bangladesh: A multi-sector regional analysis. International Journal of Disaster Risk Reduction, 13, 266–275. https://doi.org/10.1016/j.ijdrr.2015.07.001
Haque, C. E. (1998). Atmospheric Hazards Preparedness in Bangladesh: A Study of Warning, Adjustments and Recovery from the April 1991 Cyclone. In M. I. El-Sabh, S. Venkatesh, C. Lomnitz, & T. S. Murty (Eds.), Earthquake and Atmospheric Hazards: Preparedness Studies (pp. 181–202). Springer Netherlands. https://doi.org/10.1007/978-94-011-5034-7_6
Jakariya, M., & Islam, M. N. (Eds.). (2021). Climate change in Bangladesh: A cross-disciplinary framework. Springer. https://doi.org/10.1007/978-3-030-75825-7
Janjua, P. Z., Samad, G., & Khan, N. (2014). Climate Change and Wheat Production in Pakistan: An Autoregressive Distributed Lag Approach. NJAS - Wageningen Journal of Life Sciences, 68, 13–19. https://doi.org/10.1016/j.njas.2013.11.002
Karim, M. F., & Mimura, N. (2008). Impacts of climate change and sea-level rise on cyclonic storm surge floods in Bangladesh. Global Environmental Change, 18(3), 490–500. https://doi.org/10.1016/j.gloenvcha.2008.05.002
Kobayashi, K., Takara, K., Funada, M., & Takeuchi, Y. (2010). Development of a framework for the flood economic risk assessment using vector GIS data. Journal of Disaster Research, 5(6), 657–665.
Lal, M. (2011). Implications of climate change in sustained agricultural productivity in South Asia. Regional Environmental Change, 11(1), 79–94. https://doi.org/10.1007/s10113-010-0166-9
Liu, Q., Xu, H., & Yi, H. (2021). Impact of Fertilizer on Crop Yield and C:N:P Stoichiometry in Arid and Semi-Arid Soil. International Journal of Environmental Research and Public Health, 18(8), 8. https://doi.org/10.3390/ijerph18084341
Nkwi, G. E., Fani, D. C. R., Ahungwa, G. T., & Ukpe, U. H. (2023). Climate change and agricultural output: The need for policy. In G. O. A. Odularu (Ed.), Agricultural transformation in Africa (pp. 137–151). Springer. https://doi.org/10.1007/978-3-031-19527-3_10
Noorunnahar, M., Mila, F. A., & Ila Haque, F. T. (2023). Does the supply response of maize suffer from climate change in Bangladesh? Empirical evidence using ARDL approach. Journal of Agriculture and Food Research, 14, 100667. https://doi.org/10.1016/j.jafr.2023.100667
Nunti, C., Somboon, K., & Intapan, C. (2020). The Impact of Climate Change on Agriculture Sector in ASEAN. Journal of Physics: Conference Series, 1651(1), 012026. https://doi.org/10.1088/1742-6596/1651/1/012026
Pesaran, M. H., & Shin, Y. (1998). An Autoregressive Distributed-Lag Modelling Approach to Cointegration Analysis. In S. Strøm (Ed.), Econometrics and Economic Theory in the 20th Century: The Ragnar Frisch Centennial Symposium (pp. 371–413). Cambridge University Press.
Phillips, P. C. B., & Perron, P. (1988). Testing for a unit root in time series regression. Biometrika, 75(2), 335-346. https://doi.org/10.1093/biomet/75.2.335
Rabbi, M. M. H., & Tabassum, N. (2020). Exploring the climate change impact on major food crops of Bangladesh: A time series analysis. International Journal of Sustainable Agricultural Research, 7(4), 287–303. https://doi.org/10.18488/journal.70.2020.74.287.303
Rahman, M. S., & Rahman, M. A. (2019). Impacts of climate change on crop production in Bangladesh: A review. Journal of Agriculture and Crops, 5(1), 6–14. https://doi.org/10.32861/jac.51.6.14
Raihan, A., Muhtasim, D. A., Farhana, S., Hasan, M. A. U., Pavel, M. I., Faruk, O., Rahman, M., & Mahmood, A. (2022). Nexus between economic growth, energy use, urbanization, agricultural productivity, and carbon dioxide emissions: New insights from Bangladesh. Energy Nexus, 8, 100144. https://doi.org/10.1016/j.nexus.2022.100144
Ruane, A. C., Major, D. C., Yu, W. H., Alam, M., Hussain, S. G., Khan, A. S., Hassan, A., Hossain, B. M. T. A., Goldberg, R., Horton, R. M., & Rosenzweig, C. (2013). Multi-factor impact analysis of agricultural production in Bangladesh with climate change. Global Environmental Change, 23(1), 338–350. https://doi.org/10.1016/j.gloenvcha.2012.09.001
Shahid, S., & Behrawan, H. (2008). Drought risk assessment in the western part of Bangladesh. Natural Hazards, 46(3), 391–413. https://doi.org/10.1007/s11069-007-9191-5
Siddig, K., Stepanyan, D., Wiebelt, M., Grethe, H., & Zhu, T. (2020). Climate change and agriculture in the Sudan: Impact pathways beyond changes in mean rainfall and Temperature. Ecological Economics, 169, 106566. https://doi.org/10.1016/j.ecolecon.2019.106566
Thiele-Eich, I., Burkart, K., & Simmer, C. (2015). Trends in Water Level and Flooding in Dhaka, Bangladesh and Their Impact on Mortality. International Journal of Environmental Research and Public Health, 12(2), 1196–1215. https://doi.org/10.3390/ijerph120201196
Trinh, T.-A., Feeny, S., & Posso, A. (2021). Chapter 17 - The Impact of Natural Disasters and Climate Change on Agriculture: Findings From Vietnam. In T. Chaiechi (Ed.), Economic Effects of Natural Disasters (pp. 261–280). Academic Press. https://doi.org/10.1016/B978-0-12-817465-4.00017-0
Warrick, R. A. (1988). Carbon Dioxide, Climatic Change and Agriculture. The Geographical Journal, 154(2), 221–233. https://doi.org/10.2307/633848
Warsame, A. A., Sheik-Ali, I. A., Barre, G. M., & Ahmed, A. (2023). Examining the effects of climate change and political instability on maize production in Somalia. Environmental Science and Pollution Research, 30(2), 3293–3306. https://doi.org/10.1007/s11356-022-22227-1
Wiebe, K., Robinson, S., & Cattaneo, A. (2019). Chapter 4 - Climate Change, Agriculture and Food Security: Impacts and the Potential for Adaptation and Mitigation. In C. Campanhola & S. Pandey (Eds.), Sustainable Food and Agriculture (pp. 55–74). Academic Press. https://doi.org/10.1016/B978-0-12-812134-4.00004-2
Xiang, X., & Solaymani, S. (2022). Change in cereal production caused by climate change in Malaysia. Ecological Informatics, 70, 101741. https://doi.org/10.1016/j.ecoinf.2022.101741
Zhang, W., Ding, N., Han, Y., He, J., & Zhang, N. (2023). The impact of Temperature on labor productivity — evidence from temperature-sensitive enterprises. Frontiers in Environmental Science, 10, 1039668. https://doi.org/10.3389/fenvs.2022.1039668