A Multi-Method Framework for Sustainable Pharmaceutical Logistics in Vietnam: Integrating CVRP, Simulation, and ESG-Based Risk Management in the Mekong Delta

This study develops a staged multi-method framework for evaluating and improving pharmaceutical logistics in Vietnam’s Mekong Delta. The framework integrates Fuzzy-DEMATEL to identify the relative importance and causal relationships among feasibility factors, a CVRP formulated as an MILP model to optimize delivery routes, discrete-event simulation to validate operational performance under nominal conditions, post-tax cash flow analysis to assess financial viability, and FMEA to prioritize implementation risks. The results indicate that the optimized logistics configuration reduces total delivery distance by 9.28% relative to the existing distribution system while maintaining complete customer coverage. Under the assumptions adopted in the simulation model, the proposed configuration also maintains full order completion, completes all seven routes within the 12-hour delivery window, and records no backorders. Financial analysis suggests that the investment is viable, with an internal rate of return of 21.05% under the selected financing structure. The findings further identify operating costs and cost efficiency as the main drivers of feasibility, while natural-disaster exposure and regulatory change emerge as significant sources of risk. ESG-related implications are interpreted through proxy indicators of route efficiency, service performance, and governance-oriented control mechanisms, with implications for managerial decision support and future research.

Authors

Institutions

Publication Details

Journal
Engineering Management Journal
Published
2026-10-26
DOI
https://doi.org/10.1080/10429247.2026.2727029
Primary Topic
Vehicle Routing Optimization Methods
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A Multi-Method Framework for Sustainable Pharmaceutical Logistics in Vietnam: Integrating CVRP, Simulation, and ESG-Based Risk Management in the Mekong Delta

Nhut Tien Nguyen, Tran Thi Bich Chau Vo
Engineering Management Journal
Vehicle Routing Optimization Methods
article

A Multi-Method Framework for Sustainable Pharmaceutical Logistics in Vietnam: Integrating CVRP, Simulation, and ESG-Based Risk Management in the Mekong Delta

Nhut Tien Nguyen, Tran Thi Bich Chau Vo
article en

Abstract

This study develops a staged multi-method framework for evaluating and improving pharmaceutical logistics in Vietnam’s Mekong Delta. The framework integrates Fuzzy-DEMATEL to identify the relative importance and causal relationships among feasibility factors, a CVRP formulated as an MILP model to optimize delivery routes, discrete-event simulation to validate operational performance under nominal conditions, post-tax cash flow analysis to assess financial viability, and FMEA to prioritize implementation risks. The results indicate that the optimized logistics configuration reduces total delivery distance by 9.28% relative to the existing distribution system while maintaining complete customer coverage. Under the assumptions adopted in the simulation model, the proposed configuration also maintains full order completion, completes all seven routes within the 12-hour delivery window, and records no backorders. Financial analysis suggests that the investment is viable, with an internal rate of return of 21.05% under the selected financing structure. The findings further identify operating costs and cost efficiency as the main drivers of feasibility, while natural-disaster exposure and regulatory change emerge as significant sources of risk. ESG-related implications are interpreted through proxy indicators of route efficiency, service performance, and governance-oriented control mechanisms, with implications for managerial decision support and future research.

Engineering Management Journal
Can Tho University (VN)
Openalex Percentile: Top 13%
Vehicle Routing Optimization Methods
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.

Laika access coming soon