“…Growing pressure for urban compactness and burgeoning demand for e-commerce in large urban agglomerations have made LMD more complex, inefficient, costly, and labour-intensive (Ewedairo, Chhetri, & Jie, 2018;Lemardelé, Estrada, Pagès, & Bachofner, 2021;Perboli & Rosano, 2019). As the demand for LMD is expected to grow by 78% over the next decade (Rode, Heeckt, Huerta Melchor, Flynn, & Liebenau, 2021), the evolving urban development and planning on city compactness model, increased dwelling density in Transit-Oriented Development (TOD) nodes and vertical urban growth continues to shape the future of LMD (Huang, Lieske, & Liu, 2022;Limb, Grodach, Mayere, & Donehue, 2020). During the recent COVID-19 pandemic, e-retailers and parcel logistics operators were compelled to adopt a variety of delivery models to enhance operational efficiency of last mile distribution (Winkenbach & Janjevic, 2018) to maintain financial viability and short-term business sustainability.…”