The trust paradox: An exploration of consumer psychology and behavior in cross-border shopping using E-commerce mobile applications

This study explores consumer psychology and behavior in cross-border e-commerce mobile applications, with a specific focus on the interrelationships among trust, perceived risk, satisfaction, and behavioral intention. The findings emphasize the pivotal role of satisfaction as a mediating variable, w...

Full description

Saved in:
Bibliographic Details
Main Authors: Kuo-Jui Liu, Shang-Liang Chen, Ho-Chuan Huang, Mon-Long Gan
Format: Article
Language:English
Published: Elsevier 2025-04-01
Series:Acta Psychologica
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S0001691825000915
Tags: Add Tag
No Tags, Be the first to tag this record!
_version_ 1823861267064946688
author Kuo-Jui Liu
Shang-Liang Chen
Ho-Chuan Huang
Mon-Long Gan
author_facet Kuo-Jui Liu
Shang-Liang Chen
Ho-Chuan Huang
Mon-Long Gan
author_sort Kuo-Jui Liu
collection DOAJ
description This study explores consumer psychology and behavior in cross-border e-commerce mobile applications, with a specific focus on the interrelationships among trust, perceived risk, satisfaction, and behavioral intention. The findings emphasize the pivotal role of satisfaction as a mediating variable, which effectively mitigates uncertainty and enhances behavioral intention within the cross-border shopping context. Furthermore, the research identifies a “trust-risk paradox,” wherein increased trust does not invariably lead to a reduction in perceived risk, thereby challenging conventional theoretical assumptions. While perceived risk exhibits a limited direct influence on behavioral intention, its substantial indirect effect through satisfaction underscores the intricate nature of consumer decision-making processes. Utilizing empirical data from Taiwanese consumers, this study provides critical insights into the structural relationships among these constructs, offering both practical implications for CBEC platform strategies and contributions to theoretical development. By investigating the dynamic interactions in cross-border consumer behavior, this research advances the understanding of high-uncertainty markets and establishes a solid foundation for future scholarly inquiry.
format Article
id doaj-art-84e9a599d6ee4f769701fa30973262a4
institution Kabale University
issn 0001-6918
language English
publishDate 2025-04-01
publisher Elsevier
record_format Article
series Acta Psychologica
spelling doaj-art-84e9a599d6ee4f769701fa30973262a42025-02-10T04:33:26ZengElsevierActa Psychologica0001-69182025-04-01254104778The trust paradox: An exploration of consumer psychology and behavior in cross-border shopping using E-commerce mobile applicationsKuo-Jui Liu0Shang-Liang Chen1Ho-Chuan Huang2Mon-Long Gan3Institute of Manufacturing Information and Systems, National Cheng Kung University, No. 1, Daxue Rd., East Dist., Tainan City 701401, Taiwan, ROCInstitute of Manufacturing Information and Systems, National Cheng Kung University, No. 1, Daxue Rd., East Dist., Tainan City 701401, Taiwan, ROC; Corresponding author.Department of Intelligent Commerce, National Kaohsiung University of Science and Technology (Yanchao Campus), No. 58, Shenzhong Rd., Yanchao Dist., Kaohsiung City 824, Taiwan, ROCBasic Education College, Putian University, No. 128, Sanmin Rd., Xinying Dist., Tainan City 730009, Taiwan, ROCThis study explores consumer psychology and behavior in cross-border e-commerce mobile applications, with a specific focus on the interrelationships among trust, perceived risk, satisfaction, and behavioral intention. The findings emphasize the pivotal role of satisfaction as a mediating variable, which effectively mitigates uncertainty and enhances behavioral intention within the cross-border shopping context. Furthermore, the research identifies a “trust-risk paradox,” wherein increased trust does not invariably lead to a reduction in perceived risk, thereby challenging conventional theoretical assumptions. While perceived risk exhibits a limited direct influence on behavioral intention, its substantial indirect effect through satisfaction underscores the intricate nature of consumer decision-making processes. Utilizing empirical data from Taiwanese consumers, this study provides critical insights into the structural relationships among these constructs, offering both practical implications for CBEC platform strategies and contributions to theoretical development. By investigating the dynamic interactions in cross-border consumer behavior, this research advances the understanding of high-uncertainty markets and establishes a solid foundation for future scholarly inquiry.http://www.sciencedirect.com/science/article/pii/S0001691825000915Cross-border e-commerceTrustSatisfactionPerceived riskBehavioral intentionCross-border shopping
spellingShingle Kuo-Jui Liu
Shang-Liang Chen
Ho-Chuan Huang
Mon-Long Gan
The trust paradox: An exploration of consumer psychology and behavior in cross-border shopping using E-commerce mobile applications
Acta Psychologica
Cross-border e-commerce
Trust
Satisfaction
Perceived risk
Behavioral intention
Cross-border shopping
title The trust paradox: An exploration of consumer psychology and behavior in cross-border shopping using E-commerce mobile applications
title_full The trust paradox: An exploration of consumer psychology and behavior in cross-border shopping using E-commerce mobile applications
title_fullStr The trust paradox: An exploration of consumer psychology and behavior in cross-border shopping using E-commerce mobile applications
title_full_unstemmed The trust paradox: An exploration of consumer psychology and behavior in cross-border shopping using E-commerce mobile applications
title_short The trust paradox: An exploration of consumer psychology and behavior in cross-border shopping using E-commerce mobile applications
title_sort trust paradox an exploration of consumer psychology and behavior in cross border shopping using e commerce mobile applications
topic Cross-border e-commerce
Trust
Satisfaction
Perceived risk
Behavioral intention
Cross-border shopping
url http://www.sciencedirect.com/science/article/pii/S0001691825000915
work_keys_str_mv AT kuojuiliu thetrustparadoxanexplorationofconsumerpsychologyandbehaviorincrossbordershoppingusingecommercemobileapplications
AT shangliangchen thetrustparadoxanexplorationofconsumerpsychologyandbehaviorincrossbordershoppingusingecommercemobileapplications
AT hochuanhuang thetrustparadoxanexplorationofconsumerpsychologyandbehaviorincrossbordershoppingusingecommercemobileapplications
AT monlonggan thetrustparadoxanexplorationofconsumerpsychologyandbehaviorincrossbordershoppingusingecommercemobileapplications
AT kuojuiliu trustparadoxanexplorationofconsumerpsychologyandbehaviorincrossbordershoppingusingecommercemobileapplications
AT shangliangchen trustparadoxanexplorationofconsumerpsychologyandbehaviorincrossbordershoppingusingecommercemobileapplications
AT hochuanhuang trustparadoxanexplorationofconsumerpsychologyandbehaviorincrossbordershoppingusingecommercemobileapplications
AT monlonggan trustparadoxanexplorationofconsumerpsychologyandbehaviorincrossbordershoppingusingecommercemobileapplications