A Systematic Review and Meta-Analysis of Eye-Tracking Studies for Consumers' Visual Attention in Online Shopping

被引:1
|
作者
Li, Xin [1 ]
Luh, Ding-Bang [1 ]
Chen, Zihao [1 ]
机构
[1] Guangdong Univ Technol, Sch Art & Design, Guangzhou 510090, Peoples R China
来源
INFORMATION TECHNOLOGY AND CONTROL | 2024年 / 53卷 / 01期
关键词
Neuromarketing; eye-tracking; visual attention; consumer preference; online shopping; systematic review; meta-analysis; 1ST FIXATION; CHOICE; ADVERTISEMENTS; HETEROGENEITY; PREFERENCES; MOVEMENTS; DESIGN;
D O I
10.5755/j01.itc.53.1.34855
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
As the marketing landscape continues to evolve, consumer is important for corporate profitability in online shopping. Extensive research has shown that neuromarketing is essential in consumer decision-making. However, a comprehensive meta-analysis of online shopping visual presentation has not been conducted. This paper applies various eye-tracking dependent variables to investigate consumer visual attention related to four common interface design factors: brand, endorser, product, and text. From the research, it is generally demonstrated that a variety of stimuli items including goods, wines, advertisements, and brand items within every commercial domain has a positive influence. On the other hand, textual components like ingredient lists may have a potentially adverse impact. It is worthy mention that we identified the subgroup analysis involving total time of fixation (SMD=-0.020, 95%CI: [-0.079,0.039], p=0.507), fixation count (SMD=-0.032, 95%CI: [-0.109,0.045], p=0.421) and time to first fixation (SMD=0.464, 95%CI: [0.346,0.582], p=0.000). In this paper, exposure time obviously impacted fixation count (Q-value=11.637, p=0.003) and time to first fixation (Q-value=10.316, p=0.006). Meanwhile consumer satisfaction highly related to fixation count (Q=10.953, p=0.001) and time to first fixation (Q=6.540, p=0.011) were under concern. Studies contained 17 papers with a total of 1071 participants. The publication bias was reasonable and the heterogeneity mainly resulted in subgroup and moderator differences. Our reanalysis study show that, to effectively employ the visual attributes that attract consumers, could prove advantageous to enhance consumer preference during online shopping interaction. More factor and moderators related to visual attention should be concerned for neuromarketing progress. Eye trackers are utilized in various disciplines including medicine and psychology. Not only total time of fixation, fixation count, time to first fixation but also other indicators may be strongly correlated with consumer preference. In the future, eye tracking tests could potentially replace intuitive interface design methods. Other measurements such as ERPs (Event-Related Potentials), FMRI (Functional Magnetic Resonance Imaging) could be explored for making better consumer experience.
引用
收藏
页码:187 / 205
页数:19
相关论文
共 50 条
  • [21] A Meta-Analysis of Eye-Tracking Studies on Text Processing in Children with Reading Disabilities
    Kim, Jung A.
    Oh, Se Jin
    Choi, Eunjung
    Kim, Young Tae
    Sung, Jee Eun
    [J]. COMMUNICATION SCIENCES AND DISORDERS-CSD, 2018, 23 (03): : 597 - 608
  • [22] Exploring Human Brands in Online Shopping: An Eye-Tracking Approach
    Chae, Seong Wook
    Seo, Young Wook
    Lee, Kun Chang
    [J]. INTELLIGENT INFORMATION AND DATABASE SYSTEMS (ACIIDS 2012), PT III, 2012, 7198 : 10 - 18
  • [23] The time course of attentional biases in pain: a meta-analysis of eye-tracking studies
    Jones, Emma Blaisdale
    Sharpe, Louise
    Andrews, Sally
    Colagiuri, Ben
    Dudeney, Joanne
    Fox, Elaine
    Heathcote, Lauren C.
    Lau, Jennifer Y. F.
    Todd, Jemma
    Van Damme, Stefaan
    Van Ryckeghem, Dimitri M. L.
    Vervoort, Tine
    [J]. PAIN, 2021, 162 (03) : 687 - 701
  • [24] An eye-tracking study of the Elaboration Likelihood Model in online shopping
    Yang, Shu-Fei
    [J]. ELECTRONIC COMMERCE RESEARCH AND APPLICATIONS, 2015, 14 (04) : 233 - 240
  • [25] Does visual attention to the instructor in online video affect learning and learner perceptions? An eye-tracking analysis
    Wang, Jiahui
    Antonenko, Pavlo
    Dawson, Kara
    [J]. COMPUTERS & EDUCATION, 2020, 146
  • [26] How consumers attend to online reviews: an eye-tracking and network analysis approach
    Maslowska, Ewa
    Segijn, Claire M.
    Vakeel, Khadija Ali
    Viswanathan, Vijay
    [J]. INTERNATIONAL JOURNAL OF ADVERTISING, 2020, 39 (02) : 282 - 306
  • [27] AUDIO-VISUAL ATTENTION: EYE-TRACKING DATASET AND ANALYSIS TOOLBOX
    Marighetto, Pierre
    Coutrot, Antoine
    Riche, Nicolas
    Guyader, Nathalie
    Mancas, Matei
    Gosselin, Bernard
    Laganiere, Robert
    [J]. 2017 24TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2017, : 1802 - 1806
  • [28] Processing of Irony in Text: A Systematic Review of Eye-Tracking Studies
    Olkoniemi, Henri
    Kaakinen, Johanna K.
    [J]. CANADIAN JOURNAL OF EXPERIMENTAL PSYCHOLOGY-REVUE CANADIENNE DE PSYCHOLOGIE EXPERIMENTALE, 2021, 75 (02): : 99 - 106
  • [29] Wine label design proposals: an eye-tracking study to analyze consumers' visual attention and preferences
    Barbierato, Elena
    Berti, Danio
    Ranfagni, Silvia
    Hernandez-Alvarez, Luis
    Bernetti, Iacopo
    [J]. INTERNATIONAL JOURNAL OF WINE BUSINESS RESEARCH, 2023, 35 (03) : 365 - 389
  • [30] Eye-tracking in surgery: a systematic review
    Bapna, Tanay
    Valles, John
    Leng, Samantha
    Pacilli, Maurizio
    Nataraja, Ramesh Mark
    [J]. ANZ JOURNAL OF SURGERY, 2023, 93 (11) : 2600 - 2608