Systems, Год журнала: 2025, Номер 13(3), С. 202 - 202

Опубликована: Март 15, 2025

Despite the crucial contribution of logistics industry to economic development, existing research has yet comprehensively explore how integration basic and emerging business models fuels growth during transformation upgrading process. To address this gap, study utilizes provincial panel data from 30 regions covering period 2008 2022. By employing an intermediary effect model a moderation model, we aim uncover underlying mechanisms driving growth. The findings reveal that can be categorized into traditional elements, with elements forming fundamental model. This foundational serves as primary driver industry’s growth, exerting both direct indirect influences on its expansion. Moreover, level development positively moderates these effects. These insights underscore importance enhancing infrastructure fostering innovation, promoting region-specific differentiated strategies.

Язык: Английский