Uneven Economic Consequences of Climate Variability: Temperature,Precipitation, and Growth Disparities Across Countries
Keywords:
Climate variability, non- linear specifications, GDP, Uneven EconomicAbstract
Climate variability may impact the economy in an unequal way between countries due to the differential exposure, adaptive capability and structural characteristics between countries. Based on a cross-country panel of 2,462 country-year observations for 165 countries from 2000 to 2014, this study investigates the impact of temperature and precipitation variability on economic growth. The techniques used were descriptive statistics, correlations, fixed-effects and random-effects panel regressions, income group interactions, non-linear specifications, and lagged models. The findings indicated that GDP growth had a negative correlation with mean temperature, although it was not statistically significant. The overall temperature and precipitation variability did not have a strong impact, but there was a stronger negative relationship between variability in temperature one year prior and economic growth one year after. Income-group comparisons also suggested that the response patterns differed between higher-income and lower-income countries, with lower-income countries being more sensitive to temperature variability, having stronger negative responses. There were moderate nonlinear effects. The results indicate a heterogeneous impact of climate variability on the economy, which can be delayed in time. The study emphasizes the need for climate-resilient infrastructure, adaptive capacity, and policy support, particularly for less economically resilient countries.
References
1.Ahmadi, M., Casoli, C., Manera, M., & Valenti, D. (2025). Climate shocks, economic activity and cross-country spillovers: Evidence from a new global model. Economic Modelling, 148, 107082.
2.Arogundade, S., Hassan, A. S., & Mduduzi, B. (2024). Is climate change hindering the economic progress of Nigerian economy? Insights from dynamic models. Heliyon, 10(20).
3.Berg, K. A., Curtis, C. C., & Mark, N. C. (2024). GDP and temperature: Evidence on cross-country response heterogeneity. European Economic Review, 169, 104833.
4.Callahan, C. W., & Mankin, J. S. (2022a). Globally unequal effect of extreme heat on economic growth. Science Advances, 8(43), eadd3726.
5.Callahan, C. W., & Mankin, J. S. (2022b). National attribution of historical climate damages. Climatic Change, 172(3), 40.
6.Callahan, C. W., & Mankin, J. S. (2023). Persistent effect of El Niño on global economic growth. Science, 380(6649), 1064-1069.
7.Cevik, S., & Jalles, J. T. (2023). For whom the bell tolls: Climate change and income inequality. Energy Policy, 174, 113475.
8.Chang, J. J., Mi, Z., & Wei, Y. M. (2023). Temperature and GDP: A review of climate econometrics analysis. Structural Change and Economic Dynamics, 66, 383-392.
9.Change, I. C. (2022). impacts, adaptation and vulnerability. Contribution of Working Group II to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change. O., Roberts, DC, Tignor, M., Poloczanska, ES, Mintenbeck, K., Alegría, A., Craig, M., Langsdorf, S., Löschke, S., Möller, V., et al., Eds, 3056.
10.Damania, R., Desbureaux, S., & Zaveri, E. (2020). Does rainfall matter for economic growth? Evidence from global sub-national data (1990–2014). Journal of Environmental Economics and Management, 102, 102335.
11.Desbordes, R., & Eberhardt, M. (2024). Climate change and economic prosperity: Evidence from a flexible damage function. Journal of Environmental Economics and Management, 125, 102974.
12.Duan, H., Yuan, D., Cai, Z., & Wang, S. (2022). Valuing the impact of climate change on China’s economic growth. Economic Analysis and Policy, 74, 155-174.
13.Emmerling, J., Andreoni, P., Charalampidis, I., Dasgupta, S., Dennig, F., Feindt, S., ... & Tavoni, M. (2024). A multi-model assessment of inequality and climate change. Nature Climate Change, 14(12), 1254-1260.
14.Felbermayr, G., Gröschl, J., Sanders, M., Schippers, V., & Steinwachs, T. (2022). The economic impact of weather anomalies. World Development, 151, 105745.
15.Kahn, M. E., Mohaddes, K., Ng, R. N. C., Pesaran, M. H., Raissi, M., & Yang, J.-C. (2021a). Codes and data package: Long-term macroeconomic effects of climate change: A cross-country analysis (Version 1) [Data set]. Mendeley Data. https://doi.org/10.17632/hytzz8wftw.1
16.Kahn, M. E., Mohaddes, K., Ng, R. N., Pesaran, M. H., Raissi, M., & Yang, J. C. (2021b). Long-term macroeconomic effects of climate change: A cross-country analysis. Energy Economics, 104, 105624.
17.Kalkuhl, M., & Wenz, L. (2020). The impact of climate conditions on economic production. Evidence from a global panel of regions. Journal of Environmental Economics and Management, 103, 102360.
18.Kaushik, N., Sharma, A., Mishra, P., & Kumar, S. (2024). Temperature rising, growth descending: Climate change impacts on Asian economies. Global Journal of Emerging Market Economies, 16(3), 295-320.
19.Kiley, M. T. (2024). Growth at risk from climate change. Economic Inquiry, 62(3), 1134-1151.
20.Kotz, M., Levermann, A., & Wenz, L. (2022). The effect of rainfall changes on economic production. Nature, 601(7892), 223-227.
21.Kotz, M., Wenz, L., Stechemesser, A., Kalkuhl, M., & Levermann, A. (2021). Day-to-day temperature variability reduces economic growth. Nature Climate Change, 11(4), 319-325.
22.Newell, R. G., Prest, B. C., & Sexton, S. E. (2021). The GDP-temperature relationship: implications for climate change damages. Journal of Environmental Economics and Management, 108, 102445.
23.Rigas, N., & Kounetas, K. E. (2024). The impact of CO2 emissions and climate on economic growth and productivity: International evidence. Review of Development Economics, 28(2), 719-740.
24.Russ, J. (2020). Water runoff and economic activity: The impact of water supply shocks on growth. Journal of Environmental Economics and Management, 101, 102322.
25.Waidelich, P., Batibeniz, F., Rising, J., Kikstra, J. S., & Seneviratne, S. I. (2024). Climate damage projections beyond annual temperature. Nature Climate Change, 14(6), 592-599.