Research on the Multidimensional Configuration Pathways of Smart Logistics Driving New Quality Productive Forces

This study uses panel data from 30 Chinese provinces spanning 2010–2023. It applies Fuzzy Set Qualitative Comparative Analysis (fsQCA) to examine how different aspects of Smart Logistics affect New Quality Productive Forces. Analysis covers three areas: overall configuration, changes over time, and regional differences. The findings show: (1) New Quality Productive Forces develop from the interaction of Smart Logistics factors, not just one. System coordination limits development more than hardware does. (2) There is a strong link between Smart Logistics and New Quality Productive Forces. The connection moves from basic support to innovation and then to broader ecosystem development. (3) Regions differ: Eastern areas benefit from digital tools and innovation; central areas rely on system change and efficiency; Western areas focus on building up basics and capabilities.

Authors

Institutions

Publication Details

Journal
Sustainability
Published
2026-03-23
DOI
https://doi.org/10.3390/su18063128
Primary Topic
Qualitative Comparative Analysis Research
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Research on the Multidimensional Configuration Pathways of Smart Logistics Driving New Quality Productive Forces

Yanfang Xie, Huichuang Liu, Jiani Zhao
Sustainability
Qualitative Comparative Analysis Research
article

Research on the Multidimensional Configuration Pathways of Smart Logistics Driving New Quality Productive Forces

Yanfang Xie, Huichuang Liu, Jiani Zhao
article en

Abstract

This study uses panel data from 30 Chinese provinces spanning 2010–2023. It applies Fuzzy Set Qualitative Comparative Analysis (fsQCA) to examine how different aspects of Smart Logistics affect New Quality Productive Forces. Analysis covers three areas: overall configuration, changes over time, and regional differences. The findings show: (1) New Quality Productive Forces develop from the interaction of Smart Logistics factors, not just one. System coordination limits development more than hardware does. (2) There is a strong link between Smart Logistics and New Quality Productive Forces. The connection moves from basic support to innovation and then to broader ecosystem development. (3) Regions differ: Eastern areas benefit from digital tools and innovation; central areas rely on system change and efficiency; Western areas focus on building up basics and capabilities.

SustainabilityVol. 18(6)
Shanghai University of Engineering Science (CN)
Industry, innovation and infrastructure
Openalex Percentile: Top 16%
Qualitative Comparative Analysis Research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.