This appendix provides comprehensive supplementary material to support the main analysis. It includes a detailed documentation of data construction procedures, extended descriptive statistics, and additional empirical results that reinforce the robustness of the findings. Specifically, Appendix A elaborates on data processing steps and presents visualizations of the spatial distribution of roadside ...