Exploring the Linkage between Temperature and Economic Growth in Bangladesh: An ARDL Approach

Authors

  • S. M. Nasir Uddin Assistant Professor, Department of Economics, Bangabandhu Sheikh Mujibur Rahman Science and Technology University, Gopalganj-8100, Bangladesh
  • Ashraful Islam MSS and BSS in Economics, Economics Discipline, Khulna University, Khulna-9208, Bangladesh
  • Shazib Howlader MSS (Ongoing) and BSS in Economics, Economics Discipline, Khulna University, Khulna – 9208, Bangladesh

DOI:

https://doi.org/10.47134/jees.v2i1.482

Keywords:

GDP, Temperature, Carbon Emission, Rainfall, ARDL Cointegration

Abstract

This study is investigated the nexus between temperature and GDP in Bangladesh and how GDP is affected by carbon emission, rainfall and temperature. The ARDL bound test is employed to examine the cointegration relationship among the variables and findings suggest that variables are cointegrated in both cases of dependent variable temperature and dependent variable of GDP. Results mirror that economic growth affect negatively the temperature and statistically significant for short run and long run. On the other hand, carbon emission and rainfall have statistically significant short run positive impact on GDP growth. The ECM result indicates the equilibrium converges to steady state at 78% annually when dependent variable is temperature and equilibrium also converges to steady state at 0.0891% annually, when dependent variable is GDP. Granger Causality test finds a one-way causal relationship between GDP and carbon emissions in both situation of the different dependent variables. Aftermath, results would say that carbon emission and rainfall have short run salutary impact on economic growth and the economic growth is conducive to reduce temperature in Bangladesh that moves to sustainable development. It might address underlying economic transitions such as shifts to greener industries or government interventions that promote sustainability. It will help researcher and policymakers for further study to identify environmental friendly growth projects that lead to reduce temperature in Bangladesh.

References

Ahmad, N., & Du, L. (2017). Effects of energy production and CO2 emissions on economic growth in Iran: ARDL approach. Energy, 123, 521-537. https://doi.org/10.1016/j.energy.2017.01.144 DOI: https://doi.org/10.1016/j.energy.2017.01.144

Akalpler, E., & Hove, S. (2018). Carbon emissions, energy use, real GDP per capita, and trade matrix in the Indian economy—an ARDL approach. Energy. https://doi.org/10.1016/j.energy.2018.12.012 DOI: https://doi.org/10.1016/j.energy.2018.12.012

Akomolafe, K. J., Awoyemi, O. B., & Babatunde, A. (2018). Climate change and its effects on agricultural outputs in Nigeria. Asian Journal of Agricultural Extension, Economics & Sociology, 25(2), 1-11. DOI: https://doi.org/10.9734/AJAEES/2018/37136

Alagidede, P., Adu, G., & Frimpong, P. B. (2015). The effect of climate change on economic growth: Evidence from sub-Saharan Africa. Environmental Economics and Policy Studies, 18(3). https://doi.org/10.1007/s10018-015-0116-3 DOI: https://doi.org/10.1007/s10018-015-0116-3

Alam, M. M., Murad, M. W., Noman, A. H. M., & Ozturk, I. (2016). Relationships among carbon emissions, economic growth, energy consumption, and population growth: Testing Environmental Kuznets Curve hypothesis for Brazil, China, India, and Indonesia. Ecological Indicators, 70, 466–479. https://doi.org/10.1016/j.ecolind.2016.06.043 DOI: https://doi.org/10.1016/j.ecolind.2016.06.043

Ali, S., Liu, Y., Abdullah, Nazir, A., Ishaq, M., & Shah, T. (2019). The effect of climate change on economic growth: Evidence from Pakistan. Pacific International Journal, 2(3), 44-53.

Ameyaw, B., & Yao, L. (2018). Analyzing the impact of GDP on CO2 emissions and forecasting Africa’s total CO2 emissions with non-assumption driven bidirectional long short-term memory. Sustainability, 10(9), 3110. https://doi.org/10.3390/su10093110 DOI: https://doi.org/10.3390/su10093110

Amin, S. B., Ferdaus, S. S., & Porna, A. K. (2012). Causal relationship among energy use, CO2 emissions, and economic growth in Bangladesh: An empirical study. World Journal of Social Sciences, 2(4), 273-290.

Amponsah, L., Hoggar, G. K., & Asuamah, S. Y. (2015). Climate change and agriculture: Modeling the impact of carbon dioxide emission on cereal yield in Ghana. https://mpra.ub.uni-muenchen.de/68051/

Aung, T. S., Saboori, B., & Rasoulinezhad, E. (2017). Economic growth and environmental pollution in Myanmar: An analysis of Environmental Kuznets Curve. Environmental Science and Pollution Research, 24, 20487–20501. https://doi.org/10.1007/s11356-017-9567-3 DOI: https://doi.org/10.1007/s11356-017-9567-3

Bai, Y., Deng, X., Jiang, S., Zhao, Z., & Miao, Y. (2018). Relationship between Climate Change and Low-Carbon Agricultural Production: A Case Study in Hebei Province, China. Ecological Indicators. https://doi.org/10.1016/j.ecolind.2018.04.003 DOI: https://doi.org/10.1016/j.ecolind.2018.04.003

Bouznit, M., & Pablo-Romero, M. P. (2016). CO₂ Emission and Economic Growth in Algeria. Energy Policy, 96, 93–104. http://dx.doi.org/10.1016/j.enpol.2016.05.036 DOI: https://doi.org/10.1016/j.enpol.2016.05.036

Chandio, A. A., Jiang, Y., Rehman, A., & Rauf, A. (2020). Short- and Long-Run Impacts of Climate Change on Agriculture: Empirical Evidence from China. International Journal of Climate Change Strategies and Management, 12(2), 201–221. DOI: 10.1108/IJCCSM-05-2019-0026 DOI: https://doi.org/10.1108/IJCCSM-05-2019-0026

Chandio, A. A., Magsi, H., & Ozturk, I. (2020). Examining the Effects of Climate Change on Rice Production: Case Study of Pakistan. Environmental Science and Pollution Research, 27, 7812–7822. https://doi.org/10.1007/s11356-019-07486-9 DOI: https://doi.org/10.1007/s11356-019-07486-9

Chandio, A. A., Ozturk, I., Akram, W., Ahmad, F., & Mirani, A. A. (2020). Empirical Analysis of Climate Change Factors Affecting Cereal Yield: Evidence from Turkey. Environmental Science and Pollution Research, 27, 11944–11957. https://doi.org/10.1007/s11356-020-07739-y DOI: https://doi.org/10.1007/s11356-020-07739-y

Choiniere, C. J., & Horowitz, J. K. (1999). GDP and Temperature: A Cross-Section Analysis with Implications for Global Warming. WP 99-09.

Choiniere, C. J., & Horowitz, J. K. (2000). A Production Function Approach to the GDP-Temperature Relationship. http://dx.doi.org/10.2139/ssrn.267352 DOI: https://doi.org/10.2139/ssrn.267352

Chowdhury, S. H. (2016). Consequences of Natural Calamities on GDP Growth Rate of Bangladesh. Scholar Journal of Research Review, 1(1), 1–8.

Colacito, R., Hoffmann, B., Phan, T., & Sablik, T. (2018). The Impact of Higher Temperatures on Economic Growth. Economic Brief, 18-08.

Danish, Hassan, S. T., Baloch, M. A., Mahmood, N., & Zhang, J. W. (2019). Linking Economic Growth and Ecological Footprint through Human Capital and Biocapacity. Sustainable Cities and Society. https://doi.org/10.1016/j.scs.2019.101516 DOI: https://doi.org/10.1016/j.scs.2019.101516

Dell, M., Jones, B. F., & Olken, B. A. (2009). Temperature and Income: Reconciling New Cross-Sectional and Panel Estimates. American Economic Review Papers and Proceedings, 99, 198–204. doi=10.1257/aer.99.2.198 DOI: https://doi.org/10.1257/aer.99.2.198

Dell, M., Jones, B. F., & Olken, B. A. (2012). Climate Change and Economic Growth: Evidence from the Last Half Century. American Economic Journal: Macroeconomics, 4(3), 66–95. https://doi.org/10.3386/w14132 DOI: https://doi.org/10.1257/mac.4.3.66

Dumrul, Y., & Kilicarslan, Z. (2017). Economic Impacts of Climate Change on Agriculture: Empirical Evidence from ARDL Approach for Turkey. Journal of Business, Economics and Finance (JBEF), 6(4), 336–347. https://doi.org/10.17261/Pressacademia.2017.766 DOI: https://doi.org/10.17261/Pressacademia.2017.766

Egbetokun, S., Osabuohien, E., Akinbobola, T., Onanuga, O. T., Gershon, O., & Okafor, V. (2020). Environmental Pollution, Economic Growth and Institutional Quality: Exploring the Nexus in Nigeria. Management of Environmental Quality: An International Journal, 31(1), 18–31. https://doi.org/10.1108/MEQ-02-2019-0050 DOI: https://doi.org/10.1108/MEQ-02-2019-0050

Elkadhi, H., Kalai, M., & Hamida, R. B. (2017). The Relationship between Energy Consumption, Greenhouse Gas Emissions, and Meteorological Factors in Sfax (Tunisia): An ARDL Bounds Testing Approach. Journal of Environmental Economics and Policy. https://doi.org/10.1080/21606544.2017.1300108 DOI: https://doi.org/10.1080/21606544.2017.1300108

Ergun, S. J., & Rivas, M. F. (2020). Testing the Environmental Kuznets Curve Hypothesis in Uruguay Using Ecological Footprint as a Measure of Environmental Degradation. International Journal of Energy Economics and Policy, 10(4), 473–485. DOI: https://doi.org/10.32479/ijeep.9361

Ghosh, B. C., Alam, K. J., & Osmani, M. A. G. (2014). Economic Growth, CO₂ Emissions and Energy Consumption: The Case of Bangladesh. International Journal of Business and Economics Research, 3(6), 220–227. https://doi.org/10.11648/j.ijber.20140306.13 DOI: https://doi.org/10.11648/j.ijber.20140306.13

Horowitz, J. K. (2009). The Income–Temperature Relationship in a Cross-Section of Countries and Its Implications for Predicting the Effects of Global Warming. Environmental and Resource Economics, 44, 475–493. https://doi.org/10.1007/s10640-009-9296-2 DOI: https://doi.org/10.1007/s10640-009-9296-2

Hundie, S. K. (2017). Modeling Energy Consumption, CO₂ Emissions and Economic Growth Nexus in Ethiopia: Evidence from ARDL Approach to Cointegration and Causality Analysis. https://mpra.ub.uni-muenchen.de/83214/

Husain, S. (2017). Testing the Long-Run Relationship Between CO₂ Emission, Energy Consumption, and Economic Growth for Bangladesh: An ARDL Bound Testing Approach. British Journal of Economics, Finance and Management Sciences, 12(2).

Islam, M. M., Alharthi, M., & Murad, M. W. (2021). The Effects of Carbon Emissions, Rainfall, Temperature, Inflation, Population, and Unemployment on Economic Growth in Saudi Arabia: An ARDL Investigation. PLOS ONE, 16(4), e0248743. https://doi.org/10.1371/journal.pone.0248743 DOI: https://doi.org/10.1371/journal.pone.0248743

Jain, A., O'Sullivan, R., & Taraz, V. (2020). Temperature and Economic Activity: Evidence from India. Journal of Environmental Economics and Policy. https://doi.org/10.1080/21606544.2020.1727776 DOI: https://doi.org/10.1080/21606544.2020.1727776

Kahn, M. E., Mohaddes, K., Ng, R. N. C., Pesaran, M. H., Raissi, M., & Yang, J. C. (2019). Long-Term Macroeconomic Effects of Climate Change: A Cross-Country Analysis. IMF Working Paper, WP/19/215. DOI: https://doi.org/10.5089/9781513514598.001

Kiani, A., & Iqbal, T. (2018). Climate Change Impact on Wheat Yield in Pakistan (An Application of ARDL Approach). Nust Journal of Social Sciences and Humanities, 4(2), 240–262. DOI: https://doi.org/10.51732/njssh.v4i2.34

Lanzafame, M. (2012). Temperature, Rainfall and Economic Growth in Africa. Empirical Economics, 46, 1–18. https://doi.org/10.1007/s00181-012-0664-3 DOI: https://doi.org/10.1007/s00181-012-0664-3

Mahmood, H., Alkhateeb, T. T. Y., Al-Qahtani, M. M. Z., Allam, Z., Ahmad, N., & Furqan, M. (2019). Agriculture Development and CO₂ Emissions Nexus in Saudi Arabia. PLOS ONE, 14(12), e0225865. https://doi.org/10.1371/journal.pone.0225865 DOI: https://doi.org/10.1371/journal.pone.0225865

Mahrous, W. (2018). Dynamic Impacts of Climate Change on Cereal Yield in Egypt: An ARDL Model. Journal of Economic & Financial Research, 5(1). DOI: https://doi.org/10.12816/0050931

Mohamed, S. E. (2020). Energy Consumption, CO₂ Emissions and Economic Growth Nexus in Oman: Evidence from ARDL Approach to Cointegration and Causality Analysis. European Journal of Social Sciences, 60(2), 67–78.

Moore, M. C., & Diaz, D. B. (2015). Temperature Impacts on Economic Growth Warrant Stringent Mitigation Policy. Nature Climate Change, 5, 127–131. https://doi.org/10.1038/nclimate2481 DOI: https://doi.org/10.1038/nclimate2481

Newell, R. G., Prest, B. C., & Sexton, S. E. (2018). The GDP-Temperature Relationship: Implications for Climate Change Damages. Resources for the Future, Working Paper 18-17 REV.

Ng, P., & Zhao, X. (2011). No Matter How It Is Measured, Income Declines with Global Warming. Ecological Economics, 70, 963–970. https://doi.org/10.1016/j.ecolecon.2010.12.012 DOI: https://doi.org/10.1016/j.ecolecon.2010.12.012

Nordhaus, W. (2006). Geography and Macroeconomics: New Data and Findings. Proceedings of the National Academy of Sciences, 103, 3510–3517. DOI: https://doi.org/10.1073/pnas.0509842103

Roy, A., & Haider, M. Z. (2018). Stern Review on the Economics of Climate Change: Implications for Bangladesh. International Journal of Climate Change Strategies and Management. https://doi.org/10.1108/IJCCSM-04-2017-0089 DOI: https://doi.org/10.1108/IJCCSM-04-2017-0089

Saboori, B., Sulaiman, J., & Mohd, S. (2012). Economic Growth and CO₂ Emissions in Malaysia: A Cointegration Analysis of the Environmental Kuznets Curve. Energy Policy, 51, 184–191. https://doi.org/10.1016/j.enpol.2012.08.065 DOI: https://doi.org/10.1016/j.enpol.2012.08.065

Salim, R., Hassan, K., & Rahman, S. (2019). Impact of R&D Expenditures, Rainfall and Temperature Variations on Agricultural Productivity: Empirical Evidence from Bangladesh. Applied Economics. https://doi.org/10.1080/00036846.2019.1697422 DOI: https://doi.org/10.1080/00036846.2019.1697422

Tiwari, A. K. (2011). Energy Consumption, CO₂ Emission and Economic Growth: Evidence from India. Journal of International Business and Economy, 12(1), 85–122. DOI: https://doi.org/10.51240/jibe.2011.1.5

Vatankhah, T., Moosavi, S. N., & Tabatabaei, S. M. (2019). The Economic Impacts of Climate Change on Agriculture in Iran: A CGE Model Analysis. Energy Sources, Part A: Recovery, Utilization, and Environmental Effects. https://doi.org/10.1080/15567036.2019.1604903 DOI: https://doi.org/10.1080/15567036.2019.1604903

Wahida, A. N. M., Hossain, A., Mahmud, K. T., & Alom, K. (2017). CO₂ Emission, Power Consumption and Economic Growth in Bangladesh: An ARDL Bound Testing Approach. The Empirical Economics Letters, 16(1).

Woillez, M. N., Giraud, G., & Godin, A. (2020). Economic Impacts of a Glacial Period: A Thought Experiment. Assessing the Disconnect Between Econometrics and Climate Sciences. Earth System Dynamics Discussion. https://doi.org/10.5194/esd-2020-28 DOI: https://doi.org/10.5194/esd-2020-28

Yildirim, K., Koyuncu, C., & Koyuncu, L. (2009). Does Temperature Affect Labor Productivity: Cross-Country Evidence. Applied Econometrics and International Development, 9(1).

Zhang, P., Deschenes, O., Meng, K. C., & Zhang, J. (2017). Temperature Effects on Productivity and Factor Reallocation: Evidence from a Half Million Chinese Manufacturing Plants. National Bureau of Economic Research, Working Paper 23991. http://www.nber.org/papers/w23991 DOI: https://doi.org/10.3386/w23991

Zhao, X., Gerety, M., & Kuminoff, N. V. (2018). Revisiting the Temperature-Economic Growth Relationship Using Global Subnational Data. Journal of Environmental Management. https://doi.org/10.1016/j.jenvman.2018.06.022 DOI: https://doi.org/10.1016/j.jenvman.2018.06.022

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Published

2024-10-30

How to Cite

Uddin, S. M. N., Islam, A., & Howlader, S. (2024). Exploring the Linkage between Temperature and Economic Growth in Bangladesh: An ARDL Approach. Journal of Environmental Economics and Sustainability, 2(1), 28. https://doi.org/10.47134/jees.v2i1.482

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