Logistics Service Mode Selection for Last Mile Delivery: An Analysis Method Considering Customer Utility and Delivery Service Cost
Last mile delivery is an important part in the logistics service process of express enterprises since it can directly contact with the customer and affect customer satisfaction. How to select a suitable logistics service mode for last mile delivery with the objectives of lower delivery service cost...
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doaj-e981d4a031d34891832eb2d5b21fd9ee2020-12-31T00:03:57ZengMDPI AGSustainability2071-10502021-12-011328428410.3390/su13010284Logistics Service Mode Selection for Last Mile Delivery: An Analysis Method Considering Customer Utility and Delivery Service CostFeng Li0Zhi-Ping Fan1Bing-Bing Cao2Xin Li3Department of Information Management and Decision Sciences, School of Business Administration, Northeastern University, Shenyang 110169, ChinaDepartment of Information Management and Decision Sciences, School of Business Administration, Northeastern University, Shenyang 110169, ChinaSchool of Management, Guangzhou University, Guangzhou 510006, ChinaDepartment of Information Management and Decision Sciences, School of Business Administration, Northeastern University, Shenyang 110169, ChinaLast mile delivery is an important part in the logistics service process of express enterprises since it can directly contact with the customer and affect customer satisfaction. How to select a suitable logistics service mode for last mile delivery with the objectives of lower delivery service cost and higher customer satisfaction is a noteworthy research topic. In this paper, we focus on the analysis method for logistics service mode selection for last mile delivery considering customer utility and delivery service cost. First, we conduct the market survey of customer needs and discuss the market segmentation, and then we propose a customer utility value calculation model based on utility theory. Next, we propose a delivery quantity prediction method based on the time series prediction and customer selection probability calculation. Furthermore, we construct a cost accounting model to determine the delivery service cost. On this basis, we show the selection of the suitable logistics service mode for last mile delivery according to the analysis results of customer utility and delivery service cost. Finally, we show the feasibility and effectiveness of the proposed method by a case analysis.https://www.mdpi.com/2071-1050/13/1/284last mile deliverylogistics service mode selectioncustomer utilitydelivery service cost |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Feng Li Zhi-Ping Fan Bing-Bing Cao Xin Li |
spellingShingle |
Feng Li Zhi-Ping Fan Bing-Bing Cao Xin Li Logistics Service Mode Selection for Last Mile Delivery: An Analysis Method Considering Customer Utility and Delivery Service Cost Sustainability last mile delivery logistics service mode selection customer utility delivery service cost |
author_facet |
Feng Li Zhi-Ping Fan Bing-Bing Cao Xin Li |
author_sort |
Feng Li |
title |
Logistics Service Mode Selection for Last Mile Delivery: An Analysis Method Considering Customer Utility and Delivery Service Cost |
title_short |
Logistics Service Mode Selection for Last Mile Delivery: An Analysis Method Considering Customer Utility and Delivery Service Cost |
title_full |
Logistics Service Mode Selection for Last Mile Delivery: An Analysis Method Considering Customer Utility and Delivery Service Cost |
title_fullStr |
Logistics Service Mode Selection for Last Mile Delivery: An Analysis Method Considering Customer Utility and Delivery Service Cost |
title_full_unstemmed |
Logistics Service Mode Selection for Last Mile Delivery: An Analysis Method Considering Customer Utility and Delivery Service Cost |
title_sort |
logistics service mode selection for last mile delivery: an analysis method considering customer utility and delivery service cost |
publisher |
MDPI AG |
series |
Sustainability |
issn |
2071-1050 |
publishDate |
2021-12-01 |
description |
Last mile delivery is an important part in the logistics service process of express enterprises since it can directly contact with the customer and affect customer satisfaction. How to select a suitable logistics service mode for last mile delivery with the objectives of lower delivery service cost and higher customer satisfaction is a noteworthy research topic. In this paper, we focus on the analysis method for logistics service mode selection for last mile delivery considering customer utility and delivery service cost. First, we conduct the market survey of customer needs and discuss the market segmentation, and then we propose a customer utility value calculation model based on utility theory. Next, we propose a delivery quantity prediction method based on the time series prediction and customer selection probability calculation. Furthermore, we construct a cost accounting model to determine the delivery service cost. On this basis, we show the selection of the suitable logistics service mode for last mile delivery according to the analysis results of customer utility and delivery service cost. Finally, we show the feasibility and effectiveness of the proposed method by a case analysis. |
topic |
last mile delivery logistics service mode selection customer utility delivery service cost |
url |
https://www.mdpi.com/2071-1050/13/1/284 |
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