Autonomous driving paper index

What Does It Take? A Cross‐National Study Exploring Drivers for Willingness to Engage in Effortful Climate Action

2026-07-26 · Sustainable Development

autonomous drivingperception

One-line summary

ABSTRACT While much is known about what drives general participation in climate action, less is known about the drivers of actions that are explicitly linked to time, resource, or convenience constraints (i.e., effortful climate action).

Engineering notes

Key topics: autonomous driving, perception. See the paper for implementation details and experimental results.

Chinese explanation / 中文解读

中文解读待补充:本站会优先为端到端自动驾驶、BEV感知、3D目标检测、轨迹预测、路径规划、LiDAR感知等高价值论文补充中文说明。

Original abstract

ABSTRACT While much is known about what drives general participation in climate action, less is known about the drivers of actions that are explicitly linked to time, resource, or convenience constraints (i.e., effortful climate action). Understanding what drives effortful climate action is important to effectively tackle climate change, as many high impact actions will most likely require additional effort. In this cross‐sectional study ( N = approx. 4000), the theoretical framework of climate literacy is used to examine how knowledge, skills, value orientations, and risk perception help explain people's willingness to take effortful climate action in Germany and Sweden. The results of the sequential regression analyses indicate that risk perception (i.e., “How concerned are you about global warming?”) is the strongest relative predictor of willingness to engage in effortful climate action in both countries. In contrast, the explanatory potential of knowledge about climate change and data analysis and interpretation skills is rather weak.

5.0Engineering value
7.0Research novelty
5.0Business relevance

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