Research on the relationship between logistics satisfaction and e-commerce satisfaction: EC quality as a control variable

This study aims to answer the question, "if e-commerce quality (ECQ) is controlled, can logistics satisfaction (LS) still be used to predict EC customers' overall satisfaction with the EC business?" With 326 valid samples through an online questionnaire survey, this study used AMOS statistical software for structural equation modelling analysis. The analysis results show that although ECQ is controlled as a control variable (CV), the customer satisfaction brought by pure logistics can still significantly affect customer satisfaction with EC performance. Moreover, logistics convenience (LC) and logistics quality (LQ) have significant predictive capabilities for LS. Our findings have important implications for managers and policymakers, advocating that EC companies adopt proactive business methods and policy formulation covering logistics operations.

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Publication Details

Journal
International Journal of Applied Decision Sciences
Published
2025-12-13
DOI
https://doi.org/10.1504/ijads.2026.150376
Primary Topic
E-commerce and Technology Innovations
Type
article
Field-Weighted Citation Impact
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article

Research on the relationship between logistics satisfaction and e-commerce satisfaction: EC quality as a control variable

International Journal of Applied Decision Sciences
E-commerce and Technology Innovations
article

Research on the relationship between logistics satisfaction and e-commerce satisfaction: EC quality as a control variable

article en

Abstract

This study aims to answer the question, "if e-commerce quality (ECQ) is controlled, can logistics satisfaction (LS) still be used to predict EC customers' overall satisfaction with the EC business?" With 326 valid samples through an online questionnaire survey, this study used AMOS statistical software for structural equation modelling analysis. The analysis results show that although ECQ is controlled as a control variable (CV), the customer satisfaction brought by pure logistics can still significantly affect customer satisfaction with EC performance. Moreover, logistics convenience (LC) and logistics quality (LQ) have significant predictive capabilities for LS. Our findings have important implications for managers and policymakers, advocating that EC companies adopt proactive business methods and policy formulation covering logistics operations.

International Journal of Applied Decision SciencesVol. 19(1)
Tainan University of Technology (TW), National Tainan Institute of Nursing (TW), Feng Chia University (TW)
Openalex Percentile: Top 25%
E-commerce and Technology Innovations
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Research on the relationship between logistics satisfaction and e-commerce satisfaction: EC quality as a control variable · International Journal of Applied Decision Sciences (2025) | TGRS Research Map | TGRS