Skip to main content

ETHNOS_APP

Home • Search • Journals • List 0

The dual roles of web personalization on consumer decision quality in online shopping

The perspective of information load

Bibliographic Data

ID12420515
AuthorsJialiang Huang (0000-0002-8387-7320, Guangzhou University, corresponding author), Liyun Zhou (0000-0001-8543-6919, South China Agricultural University)
Year2019
Volume29
Issue6
Pages1280-1300
Publication date2019-08-13
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueInternet Research (JOURNAL)
Journal identifiersISSN: 1066-2243 • E-ISSN: 2054-5657
PublisherEmerald Publishing Limited (PUBLISHER • GB)
DOI10.1108/intr-11-2017-0421
OpenAlexW2982660875
LanguageEN
Citations received5
References cited42

Purpose Many online merchants today have adopted web personalization in the form of personalized product recommendations (PPRs) to improve consumer’s decision quality. The purpose of this paper is to reveal the roles of PPRs on consumer decision quality in online shopping from the theoretical perspective of information load. Design/methodology/approach To explore the dual roles of PPRs on consumer decision quality, this paper develops a research model for it. A 2 (information load: high vs low) × 2 (web personalization: PPRs vs non-PPRs) between-subjects design is conducted to empirically test the model. Findings The results indicate that: first, information load can increase perceived information overload and decrease perceived information underload; second, PPRs can weaken (enhance) the positive (negative) effect of information load on perceived information overload (perceived information underload); third, both perceived information overload and perceived information underload are negatively associated with consumer’s decision quality. Originality/value This paper originally develops a research model that explains the roles of PPRs on consumer decision quality from the theoretical perspective of information load in the online shopping context, which could add new insights to the field of web personalization, especially the impact of web personalization on consumer decision making

Business · Context (archaeology · Decision quality · Dual (grammatical number · Information overload · Information quality · Information system · Knowledge management · Personalization · Perspective (graphical · Quality (philosophy · World Wide Web · Computer Science · Customer Service Quality and Loyalty · Digital Marketing and Social Media · Technology Adoption and User Behaviour · Marketing

  • Impulsive buying behaviour in live-streaming commerce

    Open Access•Xin Lin Chung, Fakhra Yasmin et al.•Cogent Social Sciences•2025

  • Exploring the effect of the knowledge redundancy of online reviews on tourism consumer purchase behaviour

    Chang Wang, Shengyou Liu et al.•Current Issues in Tourism•2023

  • How the strength of social ties influences users’ information sharing and purchase intentions

    Open Access•Linbing Sun, Tienan Wang et al.•Current Psychology•2023

  • Effects of customer trust on engagement in live streaming commerce

    Open Access•Lingyun Guo, Xiayu Hu et al.•Internet Research•2021

  • An attention economic perspective on the future of the information age

    Open Access•Paul Hendriks Vettehen, Gabi Schaap•Futures•2023

  • Understanding customers' repeat purchase intentions in B2C e‐commerce

    Open Access•Chao‐Min Chiu, Eric T G Wang et al.•Information Systems Journal•2014

  • A Cross-Cultural Study on Escalation of Commitment Behavior in Software Projects1

    Mark Keil, Barney Tan et al.•MIS Quarterly•2000

  • Consumer Decision Making in Online Shopping Environments

    Gerald Häubl, Valerie Trifts•Marketing Science•2000

  • Influence Processes for Information Technology Acceptance

    Anol Bhattacherjee, Clive Sanford•MIS Quarterly•2006

  • Understanding the Impact of Web Personalization on User Information Processing and Decision Outcomes1

    Tam Tam, Kar Yan Tam et al.•MIS Quarterly•2006

  • E-Commerce Product Recommendation Agents

    Bo Xiao, Xiao Xiao et al.•MIS Quarterly•2007

  • Using PLS Path Modeling for Assessing Hierarchical Construct Models

    Martin Wetzels, Odekerken-Schröder Odekerken-Schröder et al.•MIS Quarterly•2009

  • Examining multi-dimensional trust and multi-faceted risk in initial acceptance of emerging technologies

    Open Access•Xin Luo, Han Li et al.•Decision Support Systems•2010

  • Assimilation of Enterprise Systems

    Huigang Liang, Nilesh Saraf et al.•MIS Quarterly•2007

  • Common method biases in behavioral research

    Philip M Podsakoff, Scott B Mackenzie et al.•Journal of Applied Psychology•2003

  • The influence of online cross-recommendation on consumers’ instant cross-buying intention

    Open Access•Dong Zhu, Dong Hong Zhu et al.•Internet Research•2018

  • Consumers’ psychological outcomes linked to the use of an online store’s recommendation system

    Open Access•Francisco J Martínez‐lópez, Francisco J Martínez-López et al.•Internet Research•2015

  • Use and gratification in e‐consumers

    Open Access•Echo Huang•Internet Research•2008

  • Decision quality and satisfaction

    Open Access•Yalan Yan, Xi Zhang et al.•Internet Research•2017

  • The impact of perceived online service quality on swift guanxi

    Open Access•Si Shi, Ren Mu et al.•Internet Research•2018

  • Online reviews and impulse buying behavior

    Open Access•Kem Z K Zhang, Haiqin Xu et al.•Internet Research•2018

  • Brand Choice Behavior as a Function of Information Load

    Jacob Jacoby, Donald E Speller et al.•Journal of Consumer Research•1974

Unique citing works5
Citations per year1
Citation span2021 - 2025 (5)
Citation velocityrecent
Highly citedNo
Citation typesNeutral: 5

Tools

Open DOI
Ethnos_APP • Open Source Project • MIT License • Frontend v2.0.0 • Privacy and Cookies • API Documentation: api.ethnos.app/docs • API Source Code: GitHub • DOI: 10.5281/zenodo.17049435 • Frontend Source Code: GitHub • DOI: 10.5281/zenodo.17050053 • cruz.rio.br • Expectantes Misericordiae