Climate Change and Agro-based Food Competitiveness: Panel Data Analysis for Developing Countries

Authors

  • Amber Fatima University of Karachi, Pakistan
  • Abdul Waheed University of Karachi, Pakistan

Keywords:

Climate Change, temperature, Agriculture, Competitiveness, Developing Countries

Abstract

Climate change and agricultural development are interconnected and are a fundamental challenge for developing countries. Many developing countries are highly affected by climate change, particularly the rise in temperature that significantly affects the agriculture sector, economic prosperity, and exports. The study aims to examine the relationship between climate change and the agriculture sector and the impact of climate change on agro-based food competitiveness of 80 developing countries for the period 1975 to 2023. The study utilizes 3 SLS method and confirms that an increase in temperature affects agricultural production and further deteriorates the agro-based food competitiveness of developing countries. Initially, developing countries increase agricultural production by utilizing pests and chemicals without taking safety measures that would enhance the temperature of developing countries.  Similarly, industrialization, natural resources rent, and forest conversion affect the climate and increase temperature, which affects agricultural development and hence deteriorates competitiveness. On the contrary, inflation, globalization, urbanization, human capital or employment, and a rise in exchange rate directly affect agricultural competitiveness.  The study suggests utilization of technology, water conservation, climate-smart agriculture practices like crop diversification, conservation and drought-resistant crop varieties can reduce vulnerability to climate changes.

References

Abbas, S., Kousar, S. and Pervaiz, A. (2021), “Effects of Energy Consumption and Ecological Footprint on CO2 Emissions: An Empirical Evidence from Pakistan” Environment, Development, Sustainability, Vol 23, pp 13364–13381. https://doi.org/10.1007/s10668-020-01216-9.

Abbas, S. (2022), “Global Warming and Export Competitiveness of Agriculture Sector: Evidence from Heterogeneous Econometric Analysis of Pakistan” Environment Science and Pollution Research, Volume 29 pp 34325–34337. https://doi.org/10.1007/s11356-022-18562-y.

Abildtrup, J., E. Audsley, M. Fekete-Farkas, C. Giupponi, M. Gylling, P. Rosato and M. Rounsevell (2006), "Socio-economic scenario development for the assessment of climate change impacts on agricultural land use: a pairwise comparison approach", Environmental Science and Policy, Vol 9 (2) https://www.sciencedirect.com/science/article/abs/pii/S1462901105001553

Adedoyin, F.F., Alola, A.A. and Bekun, F.V. (2020), “The Nexus of Environmental Sustainability and Agro-Economic Performance of Sub-Saharan African Countries” Heliyon Volume 6 (9) https://doi.org/10.1016/j.heliyon.2020.e04878

Adhikari, M., Longman, R.J., Giambelluca, T.W., Lee, C.N. and He, Y. (2022), “Climate change impacts shifting landscape of the dairy industry in Hawai‘i” Translational Animal Science 6(2), pp 1–11. https://doi.org/10.1093/tas/txac064.

Agboola, M.O., Bekun, F.V. and Joshua, U., (2021), “Pathway to Environmental Sustainability: Nexus between Economic Growth, Energy Consumption, CO2 Emission, Oil Rent and Total Natural Resources Rent in Saudi Arabia” Resources Policy, Vol 74 https://doi.org/ 10.1016/j.resourpol.2021.102380

Alam, et al. (2015), “Climate Change and Agricultural Productivity: A Study of Cotton Crop in Aligarh District (Uttar Pradesh)” International Journal of Multidisciplinary Research and Development, Vol. 2(1), pp. 501-506.

Awan A. G. and Yaseen G. (2017), “Global Climate Change and Its Impact on Agriculture Sector in Pakistan” American Journal of Trade and Policy, Vol 4 (3), PP 109-116

Batmunkh, A., Nugroho, A.D., Fekete-Farkas M. and Lakner, Z., (2022), “Global Challenges and Responses: Agriculture, Economic Globalization and Environmental Sustainability in Central Asia“ Sustainability MDPI, Vol. 14(4), pp. 1-21, https://doi.org/10.3390/su14042455.

Beach R. H. and Cai Y. (2013), “Assessing Climate Change Impacts on Global Agricultural Production and Trade” GTAP Annual Conference on Global Economic Analysis https://www.gtap.agecon.purdue.edu/events/conferences/default.asp

Beckers V., Poelmans L., Rompaey V., and Dendoncker N. (2020), “The impact of urbanization on agricultural dynamics: a case study in Belgium” Journal of Land Use Science Volume 15 (5) pp 626-643

Birthal P., Khan M. T., Negi D. S. and Agarwal S. (2014), “Impact of Climate Change on Yields of Major Food Crops in India: Implications for Food Security” Agricultural Economics Research Review, Vol. 27(2), pp. 145-155 10.5958/0974-0279.2014.00019.6

Bojnec S. and Fert˝o I. (2017), “The Duration of Global Agri-Food Export Competitiveness” British Food Journal, Vol. 119 (6), pp 1378–1393. https://doi.org/10.1108/BFJ-07-2016-0302

Brenton P. and Chemutai V. (2021), “The Trade and Climate Change Nexus: The Urgency and Opportunities for Developing Countries” World Bank. http://hdl.handle.net/10986/36294

Chandio A.A., Jiang Y., Rehman A. and Rauf A. (2019), “Short and Long-Run Impacts of Climate Change on Agriculture: An Empirical Evidence from China” International Journal of Climate Change Strategies and Management DOI: 10.1108/IJCCSM-05-2019-0026

Choi J., Gu J., and Shen S. (2018), “Weak-Instrument Robust Inference for Two-Sample Instrumental Variables Regression” Journal of Applied Econometrics. Vol 33 (1), pp 109–125. https://doi.org/ 10.1002/jae.2580.

Cline W. R. (2008), “Global Warming and Agriculture” IMF Magazine: Finance and Development, Vol. 45 (1) https://www.imf.org/external/pubs/ft/fandd/2008/03/pdf/cline.pdf

Debaeke P., Casadebaig P., Flenet F. and Langlade N. (2017), “Sunflower Crop and Climate Change: Vulnerability, Adaptation, and Mitigation Potential from Case-studies in Europe” OCL - Oilseeds and Fats, Crops and Lipids, Vol. 24 (1), pp 1–15 https://doi.org/ 10.1051/ocl/2016052

Deschenes O. and Greenstone M. (2007), “The Economic Impacts of Climate Change: Evidence from Agricultural Output and Random Fluctuations in Weather” American Economic Review, Vol. 97(1) pp 354-385

Dua P. and Gaur U. (2010), “Determination of Inflation in an Open Economy Phillips Curve Framework: The Case of Developed and Developing Asian Countries” Macroeconomics and Finance in Emerging Market Economies, Vol 3(1), pp 33–51. https://doi.org/10.1080/ 17520840903498107

Dumrul Y. and Kilicarslan Z., (2017), “Economic Impacts of Climate Change on Agriculture: Empirical Evidence from ARDL Approach for Turkey” Journal of Business, Economics and Finance (JBEF), Vol 6(4) pp 336-347

FAO (2023), “First-ever Global Estimation of the Impact of Disasters on Agriculture” https://www.fao.org/newsroom/detail/first-ever-global-estimation-of-the-impact-of-disasters-on-agriculture/en

Greene, W.H. (2003), “ Econometric Analysis” fifth ed. Prentice Hall, New Jersey.

Gupta A. K., Yadav D., Gupta P., Gupta V., Ranjan S. and Badhai S. (2020), “Effects of Climate Change on Agriculture”

https://www.researchgate.net/publication/344064949_Effects_of_Climate_Change_on_Agriculture

Hickey L. (2023), “Farms to Decline but Size to Double by 2100” https://www.agriland.ie/farming-news/study-farms-to-decline-but-size-to-double-by-2100/

Huo D. (2014), “Impact of Country-Level Factors on Export Competitiveness of Agriculture Industry from Emerging Markets” Competitiveness Review: An International Business Journal incorporating Journal of Global Competitiveness 24(5), pp 393-413 https://doi.org/ 10.1108/CR-01-2012-0002.

IPCC (2019) “Climate Change and Land” an IPCC special report on climate change, desertification, land degradation, sustainable land management, food security, and greenhouse gas fluxes in terrestrial ecosystems [P.R. Shukla, J. Skea, E. Calvo Buendia, V. Masson-Delmotte, H.-O. Pörtner, D. C. Roberts, P. Zhai, R. Slade, S. Connors, R. van Diemen, M. Ferrat, E. Haughey, S. Luz, S. Neogi, M. Pathak, J. Petzold, J. Portugal Pereira, P. Vyas, E. Huntley, K. Kissick, M. Belkacemi, J. Malley, (eds.)]

Javed S. A., Ahmed M. and Iqbal M. (2014), Impact of Climate Change on Agriculture in Pakistan: A District Level Analysis” International Development Research Centre, Climate Change Working Paper Series No. 3:10.13140/2.1.2764.8802

Kargbo, J. M. (2006), “Exchange Rate Volatility and Agricultural Trade under Policy Reforms in South Africa” Development Southern Africa, Vol 23 (1), pp 147–170. https://doi.org/10.1080/ 03768350600556315

Khan Z.A., Koondhar M. A., Khan I., Ali U., and Tianjun L. (2021), “Dynamic Linkage between Industrialization, Energy Consumption, Carbon Emission and Agricultural Products Export of Pakistan: An ARDL Approach” Environmental Science and Pollution Research, 28:43698–43710 https://doi.org/10.1007/s11356-021-13738-4

Lee J., Nadolnyak D. and Hartarska V. (2012), “Impact of Climate Change on Agricultural Production in Asian Countries: Evidence from Panel Study” paper presented at Southern Agricultural Economics Association Annual Meeting, Birmingham, AL, February 4-7, 2012

Luh, Y.-H. and Chang, Y.C. (2021), “Effect of Climate Change on Staple Food Production: Empirical Evidence from a Structural Ricardian Analysis” Agronomy 2021, 11, 369.

Lynch J. and Garnett T. (2021), “Policy to Reduce Greenhouse Gas Emissions: Is Agricultural Methane a Special Case? EuroChoices 20 (2), pp 11–17. https://doi.org/10.1111/ 1746–692X.12317.

Nassr S.Z., Ahmed Y. N., Siam G. M., Soliman N. Y. and Sabbah S. H. (2021), “Analysis of Climate Change Effects on Food Security in Egypt Using IMPACT Model” https://meae.journals.ekb.eg/article_221571_db09e1837a465486ae30ff595fab15cb.pdf

Neglo K. A. W., Gebrekidan T. and Lyu K. (2021), “The Role of Agriculture and Non-farm Economy in Addressing Food Insecurity in Ethiopia: A Review” Sustainability 13 (7) 3874, pp 1–22. https://doi.org/10.3390/su13073874.

Nugroho A. D., Prasada I. Y. and Lakner Z. (2023), “Comparing the Effect of Climate Change on Agricultural Competitiveness in Developing and Developed Countries” Journal of Cleaner Production 406 (2023) 137139 https://doi.org/10.1016/j.jclepro.2023.137139

Reinsch W. A., Denamiel T., and Kerstens E. (2023), “Climate Change and U.S. Agricultural Exports” Center for Strategic and International Studies Report https://www.csis.org/analysis/climate-change-and-us-agricultural-exports

Ricardo D. (1821), “On the Principles of Political Economy and Taxation” Third Edition, London: John Murray

Rodenburg J., Meinke H. and Johnson D. E. (2011), “Challenges for Weed Management in African Rice Systems in a Changing Climate” Journal of Agriculture Science, Vol 149(4) pp 427–435. https://doi. org/10.1017/S0021859611000207.

Sarker R. and Ratnasena S. (2014), “Revealed Comparative Advantage and Half-a-century Competitiveness of Canadian Agriculture: A Case Study of Wheat, Beef, and Pork Sectors” Canadian Journal of Agriculture Economics, Vol. 62, pp 519–544 https://doi.org/10.1111/cjag.12057.

Srbinovska, M., Gavrovski, C., Dimcev, V., Krkoleva, A. and Borozan, V. (2015), “Environmental Parameters Monitoring in Precision Agriculture Using Wireless Sensor Networks” Journal of Cleaner Production, Vol. 88, pp 297–307. https://doi.org/10.1016/j. jclepro.2014.04.036.

Stern D. I. (2004), “Environmental Kuznets Curve” https://www.sciencedirect.com/topics/earth-and-planetary-sciences/environmental-kuznets-curve

The Centre for Global Development (2024), “Climate Change and Development in three Charts: An update” https://www.cgdev.org/blog/climate-and-development-three-charts-update

The World Bank (2022), “World Development Indicator,” https://databank.worldbank.org/source/world-development-indicators

The World Bank (2008), “Climate Change Response Strategies for Agriculture: Challenges and Opportunities for the 21st Century” Agriculture and Rural Development Discussion Paper 42 https://www.fao.org/fileadmin/templates/em2009/docs/World_Bank__2008c_.pdf

The World Bank (2016), “High and Dry: Climate Change, Water, and the Economy” https://www.worldbank.org/en/topic/water/publication/high-and-dry-climate-change-water-and-the-economy

The World Bank (2023), “For the Poorest Countries, Climate Action is Development in Action”https://www.worldbank.org/en/news/feature/2023/12/02/for-the-poorest-countries-climate-action-is-development-in-action

The World Bank (2024), “How Exports React to Exchange Rate Fluctuations, and What it Means for Low- And Middle-Income Countries” World Bank blogs https://blogs.worldbank.org/en/trade/how-exports-react-to-exchange-rate-fluctuations--and-what-it-mea

UNFCCC (2015), “Adoption of the Paris Agreement” United Nations Framework Convention on Climate Change, UN document FCCC/ CP/2015/L.9/Rev.1. New York, USA.

U.S. Global Leadership Coalition (2021), “Climate Change and the Developing World: A Disproportionate Impact” https://www.usglc.org/media/2021/03/USGLC-Fact-Sheet-Climate-Change.pdf

Wegren, S. K. (2014), “Human Capital and Russia’s Agricultural Future” Post-Communist Economies, Vol 26 (4), pp 537–554. https://doi.org/10.1080/14631377.2014.964467.

Wreford A., Moran D. and Adger N. (2010), “ Climate Change and Agriculture: Impacts, Adaptation and Mitigation” https://www.fao.org/fileadmin/user_upload/rome2007/docs/Climate%20Change%20and%20Agr.pdf

WTO (2022), “The role of trade in adapting to climate change” https://www.wto.org/english/res_e/booksp_e/wtr22_e/wtr22_ch2_e.pdf

World Meteorological Organization (2023), “State of the Climate in Asia” WMO-No. 1350 ISBN 978-92-63-11350-4

Published

2025-10-15

How to Cite

Fatima, A., & Waheed, A. (2025). Climate Change and Agro-based Food Competitiveness: Panel Data Analysis for Developing Countries. International Journal of Economic Perspectives, 19(10), 102–119. Retrieved from http://ijeponline.org/index.php/journal/article/view/1135

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Section

Peer Review Articles