ArticleEnvironmental science and pollution research international2022
Assessing the effect of climate change and financial development on agricultural production in ASEAN-4: the role of renewable energy, institutional quality, and human capital as moderators.
Article in Environmental science and pollution research international, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed.
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- Sustainability and future outlook of the Philippine pig industry.Journal of advanced veterinary and animal research · 2025Article
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- Tamarixia radiata global distribution to current and future climate using the climate change experiment (CLIMEX) model.Scientific reports · 2023Article
- Cell-free supernatant ofFrontiers in plant science · 2023Article
- The energy consumption-environmental quality nexus in BRICS countries: the role of outward foreign direct investment.Environmental science and pollution research international · 2022Article
- Nitrogen fertilizer application rates and ratios promote the biochemical and physiological attributes of winter wheat.Frontiers in plant science · 2022Article
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Authors and funding
4 authors.
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Abstract
This paper examines the effect of climate change and financial development on agricultural production in ASEAN-4, namely Indonesia, Malaysia, the Philippines, and Thailand from 1990 to 2016. Further, we explore the role of renewable energy, institutional quality, and human capital on agricultural production. Since the shocks in one country affect another country, we use second-generation modeling techniques to find out the relationship among the variables. The Westerlund (2007) cointegration tests confirm long-run relationship among the variables. The results from cross-sectionally augmented autoregressive distributed lag (CS-ARDL) model reveal that climate change negatively affects agricultural production; on the other hand, renewable energy, human capital, and institutional quality affect positively agricultural production. Moreover, renewable energy utilization, human capital, and intuitional quality moderates the effect of carbon emission on agricultural production. In addition, a U-shaped relationship exists between financial development and agricultural production, suggesting that financial development improves agricultural production only after reaching a certain threshold. Hence, this study suggests that ASEAN-4 countries must adopt flexible financial and agricultural policies so that farmers would be benefitted and agricultural production can be increased.
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