Nonlinear effect of environmental technologies on oil consumption in OECD countries

Purpose This paper examines the nonlinear implications of environmental technologies on oil consumption in 29 OECD countries, which has not been extensively investigated. Design/methodology/approach To achieve the research objective, the annual panel data from 1999 to 2021 is collected and analysed using the dynamic panel threshold method. Findings The dynamic panel threshold model shows that eco-innovation has positively affected oil consumption before its threshold. However, the impact reverses when eco-innovation moves beyond its threshold level, indicating an inverted-U-shaped relationship. Moreover, the effects of independent variables were found to vary before and after the threshold value. The robustness estimations are largely aligned with the baseline estimation. Research limitations/implications The findings suggest that the government should introduce steps to counter the negative influence of eco-innovation at the initial stage and allocate more resources to promote eco-innovation. Originality/value Instead of assuming the threshold variable is exogenous, this paper adopts dynamic panel threshold estimation that assumes the threshold variable to be endogenously decided.

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Publication Details

Journal
Management of Environmental Quality An International Journal
Published
2025-08-07
DOI
https://doi.org/10.1108/meq-12-2024-0560
Primary Topic
Energy, Environment, Economic Growth
Type
article
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article

Nonlinear effect of environmental technologies on oil consumption in OECD countries

Hooi Hooi Lean, Chee‐Hong Law
Management of Environmental Quality An International Journal
Energy, Environment, Economic Growth
article

Nonlinear effect of environmental technologies on oil consumption in OECD countries

Hooi Hooi Lean, Chee‐Hong Law
article en

Abstract

Purpose This paper examines the nonlinear implications of environmental technologies on oil consumption in 29 OECD countries, which has not been extensively investigated. Design/methodology/approach To achieve the research objective, the annual panel data from 1999 to 2021 is collected and analysed using the dynamic panel threshold method. Findings The dynamic panel threshold model shows that eco-innovation has positively affected oil consumption before its threshold. However, the impact reverses when eco-innovation moves beyond its threshold level, indicating an inverted-U-shaped relationship. Moreover, the effects of independent variables were found to vary before and after the threshold value. The robustness estimations are largely aligned with the baseline estimation. Research limitations/implications The findings suggest that the government should introduce steps to counter the negative influence of eco-innovation at the initial stage and allocate more resources to promote eco-innovation. Originality/value Instead of assuming the threshold variable is exogenous, this paper adopts dynamic panel threshold estimation that assumes the threshold variable to be endogenously decided.

Management of Environmental Quality An International JournalVol. 36(8)
Universiti Sains Malaysia (MY), College of Accounting (SI)
Openalex Percentile: Top 60%
Energy, Environment, Economic Growth
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Nonlinear effect of environmental technologies on oil consumption in OECD countries — Hooi Hooi Lean, Chee‐Hong Law · Management of Environmental Quality An International Journal (2025) | TGRS Research Map | TGRS