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Modeling The Effects of Climate Change on Food Production in Ivory Coast: Evidence from ARDL Approach

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  • Lucres Imelda Ke-Tindagbeme Dossa
  • Muhammad Khalid Bashir
  • Sarfraz Hassan
  • Khalid Mushtaq

Abstract

There is a direct link between global warming and hunger in emerging West African nations like Ivory Coast, where the population is overgrowing, and food insecurity is rising. This work aims to examine and explore climate change's effects on agriculture production in Ivory Coast from 1990 to 2019. Various stationarity tests, including the Phillips-Perron (PP) and the Augmented Dickey-Fuller (ADF), are applied to determine the variables' order of integration. The autoregressive distributed lag (ARDL) approach is employed to model the long- and short-run relationships between temperature, rainfall, carbon dioxide emissions, domestic credit, gross capital formation, and agriculture sector and subsectors. The present study uses the Johansen cointegration test to verify the long-run cointegration of the ARDL estimation. The findings reveal that all the variables are integrated into order zero or one. Cointegration tests demonstrate a valid long-term association between the variables. Agriculture and related subsectors in Ivory Coast were found to benefit from increasing temperature over the long run, except for the fishery subsector, where the impact is negligible. In the short run, temperature’s effect is positive on aggregate agriculture, although it is not statistically significant. Its effect is beneficial to agriculture's subsectors, except for fishery production. In both runs, Ivory Coast’s aggregate agriculture sector and fishery subsector are negatively affected by rainfall. An insignificant favorable effect of rainfall is found on crop production in both runs. The estimated results indicated that the role of CO2 is positive on agriculture and crop production in both run estimations. However, CO2 does not impact livestock production. It has a long-term positive influence on fishery production but no effect in the short run. Domestic credit is found to have a beneficial influence on agriculture and its subsectors in both runs, except for crop and livestock production, where the effect is negative and insignificant in the short run. Gross capital formation negatively impacts agriculture and its subsectors in Ivory Coast, except crop production, where it only has an insignificant beneficial effect in the short run. The same is true for fishery production, which only had a significant favourable impact effect in the short run. For the government and policymakers, the findings guide the formulation of suitable policies to address global warming's effects on agriculture and guarantee sustainable food production for the increasing population.

Suggested Citation

  • Lucres Imelda Ke-Tindagbeme Dossa & Muhammad Khalid Bashir & Sarfraz Hassan & Khalid Mushtaq, 2023. "Modeling The Effects of Climate Change on Food Production in Ivory Coast: Evidence from ARDL Approach," Journal of Economic Impact, Science Impact Publishers, vol. 5(2), pages 132-145.
  • Handle: RePEc:adx:journl:v:5:y:2023:i:2:p:132-145
    DOI: 10.52223/jei5022302
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    References listed on IDEAS

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    1. Olutosin A. Otekunrin & Oluwaseun A. Otekunrin & Barbara Sawicka & Piotr Pszczółkowski, 2021. "Assessing Food Insecurity and Its Drivers among Smallholder Farming Households in Rural Oyo State, Nigeria: The HFIAS Approach," Agriculture, MDPI, vol. 11(12), pages 1-20, November.
    2. Hualin Xie & Yuyang Wen & Yongrok Choi & Xinmin Zhang, 2021. "Global Trends on Food Security Research: A Bibliometric Analysis," Land, MDPI, vol. 10(2), pages 1-21, January.
    3. Jerome Dumortier & Miguel Carriquiry & Amani Elobeid, 2021. "Impact of climate change on global agricultural markets under different shared socioeconomic pathways," Agricultural Economics, International Association of Agricultural Economists, vol. 52(6), pages 963-984, November.
    4. Adom, Philip Kofi & Bekoe, William & Akoena, Sesi Kutri Komla, 2012. "Modelling aggregate domestic electricity demand in Ghana: An autoregressive distributed lag bounds cointegration approach," Energy Policy, Elsevier, vol. 42(C), pages 530-537.
    5. Olayide, Olawale Emmanuel & Tetteh, Isaac Kow & Popoola, Labode, 2016. "Differential impacts of rainfall and irrigation on agricultural production in Nigeria: Any lessons for climate-smart agriculture?," Agricultural Water Management, Elsevier, vol. 178(C), pages 30-36.
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