Event-related potentials elicited by social commerce and electronic-commerce reviews

被引:11
作者
Bai, Yan [1 ]
Yao, Zhong [1 ]
Cong, Fengyu [2 ]
Zhang, Linlin [1 ]
机构
[1] Beihang Univ, Sch Econ & Management, Beijing 100191, Peoples R China
[2] Dalian Univ Technol, Fac Elect Informat & Elect Engn, Dept Biomed Engn, Dalian, Peoples R China
关键词
Event-related potentials; Reviews; Social commerce; Electronic commerce; Friend; Stranger; WORD-OF-MOUTH; COMPONENT ANALYSIS; ONLINE; P300; CATEGORIZATION; QUALITY; FACES; RACE; EEG;
D O I
10.1007/s11571-015-9353-1
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
There is an increasing interest regarding the use of electroencephalography (EEG) in social commerce and electronic commerce (e-commerce) research. There are several reviews in the field of social commerce or e-commerce; these have great potential value and mining them is fundamental and significant. To our knowledge, EEG is rarely applied to study these. In this study, we examined the neural correlates of social commerce reviews (SCRs) and e-commerce reviews (ECRs) by using them as stimuli to evoke event-related potentials. All SCRs were from friends through a social media platform, whereas ECRs were from strangers through an e-commerce platform. The experimental design was similar to that of a priming paradigm, and included 40 pairs of stimuli consisting of product information (prime stimulus) and reviews (target stimulus). The results showed that the P300 component was successfully evoked by SCR and ECR stimuli. Moreover, the P300 components elicited by SCRs had higher amplitudes than those elicited by ECRs. These findings indicate that participants paid more attention to SCRs than to ECRs. In addition, the associations between neural responses and reviews in social commerce have the potential to assist companies in studying consumer behaviors, thus permitting them to enhance their social commerce strategies.
引用
收藏
页码:639 / 648
页数:10
相关论文
共 34 条
[1]  
[Anonymous], 2005, Event related potentials : A methods handbook
[2]   Event-related potentials to unattended changes in facial expressions: detection of regularity violations or encoding of emotions? [J].
Astikainen, Piia ;
Cong, Fengyu ;
Ristaniemi, Tapani ;
Hietanen, Jari K. .
FRONTIERS IN HUMAN NEUROSCIENCE, 2013, 7
[3]   Exploring the effect of the human brand on consumers' decision quality in online shopping An eye-tracking approach [J].
Chae, Seong Wook ;
Lee, Kun Chang .
ONLINE INFORMATION REVIEW, 2013, 37 (01) :83-100
[4]   Validating rationale of group-level component analysis based on estimating number of sources in EEG through model order selection [J].
Cong, Fengyu ;
He, Zhaoshui ;
Hamalainen, Jarmo ;
Leppanen, Paavo H. T. ;
Lyytinen, Heikki ;
Cichocki, Andrzej ;
Ristaniemi, Tapani .
JOURNAL OF NEUROSCIENCE METHODS, 2013, 212 (01) :165-172
[5]   Frequency-response-based Wavelet Decomposition for Extracting Children's Mismatch Negativity Elicited by Uninterrupted Sound [J].
Cong, Fengyu ;
Huang, Yixiang ;
Kalyakin, Igor ;
Li, Hong ;
Huttunen-Scott, Tiina ;
Lyytinen, Heikki ;
Ristaniemi, Tapani .
JOURNAL OF MEDICAL AND BIOLOGICAL ENGINEERING, 2012, 32 (03) :205-213
[6]   Dimension reduction: Additional benefit of an optimal filter for independent component analysis to extract event-related potentials [J].
Cong, Fengyu ;
Leppanen, Paavo H. T. ;
Astikainen, Piia ;
Hamalainen, Jarmo ;
Hietanen, Jari K. ;
Ristaniemi, Tapani .
JOURNAL OF NEUROSCIENCE METHODS, 2011, 201 (01) :269-280
[7]  
Dimoka A, 2012, MIS Q, V36, P619
[8]   NeuroIS: The Potential of Cognitive Neuroscience for Information Systems Research [J].
Dimoka, Angelika ;
Pavlou, Paul A. ;
Davis, Fred D. .
INFORMATION SYSTEMS RESEARCH, 2011, 22 (04) :687-702
[9]  
Dimoka A, 2010, MIS QUART, V34, P373
[10]   Brain fingerprinting field studies comparing P300-MERMER and P300 brainwave responses in the detection of concealed information [J].
Farwell, Lawrence A. ;
Richardson, Drew C. ;
Richardson, Graham M. .
COGNITIVE NEURODYNAMICS, 2013, 7 (04) :263-299