CLIMATE DYNAMICS AND AGRICULTURAL SECTOR PERFORMANCE IN INDONESIA: A PROVINCIAL PANEL DATA ANALYSIS
Published:
2026-08-10Downloads
Abstract
This study examines the effect of climate dynamics on agricultural sector performance in Indonesia using province-level panel data for the period 2014–2023. Employing panel regression estimations under several specifications, the analysis investigates whether average temperature and rainy-day frequency, as the main climate-related variables, are associated with real agricultural Gross Regional Domestic Product (GRDP), which captures the market value in the food and horticultural crop subsectors. The empirical results indicate that temperature is the most robust climate-related predictor of agricultural GRDP across model specifications. By contrast, the effect of rainy-day frequency is more sensitive to the inclusion of year fixed effects, suggesting that rainfall-related effects may be influenced by common annual shocks or broader time-specific conditions. Population is generally positively associated with real agricultural GRDP, although its magnitude weakens after accounting for year effects. Overall, the Driscoll–Kraay estimations confirm that temperature remains a consistent predictor of agricultural GRDP, while the estimated effects of rainy days, land cover, and population are more dependent on model specification, particularly the treatment of year fixed effects.
Keywords:
Climate Temperature Rain Frequency Agriculture Sector GRDPReferences
Asfew, M., & Bedemo, A. (2022). Impact of Climate Change on Cereal Crops Production in Ethiopia. Advances in Agriculture, 2022, 1–8. https://doi.org/10.1155/2022/2208694
Asih, D. N. (2020). DOES CLIMATE VARIABILITY MATTER FOR FOOD SECURITY IN INDONESIA? International Journal of Agriculture, Environment and Bioresearch, 05(02), 01–16. https://doi.org/10.35410/IJAEB.2020.5485
Benkachchach, K., & El Issaoui, K. (2024). Impact of Climate Change on Morocco’s Agricultural GDP. In S. D. Carter & S. Bensal (Eds.), Management and Resilience of African Organizations in Times of Crisis (pp. 421–438). Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-56007-1_25
Bintariningtyas, S., Pratomo, D. S., Syahfitri, W., & Pangestuty, F. W. (2025). Impact of climate change on rice farming: A threat to food security? IOP Conference Series: Earth and Environmental Science, 1490, 012014. https://doi.org/10.1088/1755-1315/1490/1/012014
Chamma, D. D. (2025). Climate change and economic growth in sub-Saharan Africa: An empirical analysis of aggregate- and sector-level growth. Journal of Social and Economic Development, 27(3), 813–845. https://doi.org/10.1007/s40847-024-00377-x
Febriandika, N. R., & Rahayu, C. (2021). The Impact of Climate Change on Economic Conditions: Evidence in Indonesia. JEJAK, 14(2), 261–271. https://doi.org/10.15294/jejak.v14i2.29920
Hoechle, D. (2007). Robust Standard Errors for Panel Regressions with Cross-Sectional Dependence. The Stata Journal: Promoting Communications on Statistics and Stata, 7(3), 281–312. https://doi.org/10.1177/1536867X0700700301
Jatuporn, C., & Takeuchi, K. (2023). Assessing the impact of climate change on the agricultural economy in Thailand: An empirical study using panel data analysis. Environmental Science and Pollution Research, 30(3), 8123–8132. https://doi.org/10.1007/s11356-022-22743-0
Joseph, M., Moonsammy, S., Davis, H., Warner, D., Adams, A., & Timothy Oyedotun, T. D. (2023). Modelling climate variabilities and global rice production: A panel regression and time series analysis. Heliyon, 9(4), e15480. https://doi.org/10.1016/j.heliyon.2023.e15480
Lee, J., Nadolnyak, D., & Hartarska, V. (2012, February 4). Impact of Climate Change on Agricultural Production in Asian Countries: Evidence from Panel Study. The Southern Agricultural Economics Association Annual Meeting, Birmingham.
Olper, A., Maugeri, M., Manara, V., & Raimondi, V. (2021). Weather, climate and economic outcomes: Evidence from Italy. Ecological Economics, 189, 107156. https://doi.org/10.1016/j.ecolecon.2021.107156
Ortiz-Bobea, A., Ault, T. R., Carrillo, C. M., Chambers, R. G., & Lobell, D. B. (2021). Anthropogenic climate change has slowed global agricultural productivity growth. Nature Climate Change, 11(4), 306–312. DOI: 10.1038/s41558-021-01000-1
Rahman, M. A., Kang, S., Nagabhatla, N., & Macnee, R. (2017). Impacts of temperature and rainfall variation on rice productivity in major ecosystems of Bangladesh. Agriculture & Food Security, 6(1), 10. https://doi.org/10.1186/s40066-017-0089-5
Saleem, N., & Smirnova, J. (2026). The impact of climate change on agricultural production: A comparative analysis of three Global South regions. Eurasian Economic Review, 16(2), 663–697. https://doi.org/10.1007/s40822-025-00355-6
Sangkhaphan, S., & Shu, Y. (2019). The Effect of Rainfall on Economic Growth in Thailand: A Blessing for Poor Provinces. Economies, 8(1), 1. https://doi.org/10.3390/economies8010001
Singh, R., Devi, G., Parmar, D., & Mishra, S. (2017). Impact of Rainfall and Temperature on the Yield of Major Crops in Gujarat State of India: A Panel Data Analysis (1980-2011). Current Journal of Applied Science and Technology, 24(5), 1–9. https://doi.org/10.9734/CJAST/2017/37071
Souvannasouk, V., Singkam, W., Sinnarong, N., Nunthasen, K., Nunthasen, W., & Wongchai, A. (2021). Estimating the potential effects of climate change on GDP in the agriculture sector by countries in the ASEAN region. Maejo International Journal of Energy and Environment Communication, 3(1), 1–7.
Tran, T. K., Ho, T. P. T., Nguyen, T. Q. H., Duong, V. A.-B., & Bui, T. T. N. (2025). The impact of climate change and extreme weather events on agricultural crop output productivity in Vietnam. Journal of Economic and Banking Studies, 9(5), 76–88. https://doi.org/10.59276/JEBS.2025.06.2687
License
Copyright (c) 2026 Rian Hilmawan, Siti Amalia, Farah Diba Muna

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.



