學術產出-Periodical Articles

Article View/Open

Publication Export

Google ScholarTM

政大圖書館

Citation Infomation

題名 Investigating common method bias via an EEG study of the flow experience in website design
作者 林怡伶
Lin, Yee-Lin
Liang, Ting-Peng;Shiau, Wen-Lung;Chen, Sih-Fan
貢獻者 資管系
關鍵詞 website design; flow theory; Neural information systems; Common method bias; Marker variable technique
日期 2021-11
上傳時間 23-Jun-2022 09:51:30 (UTC+8)
摘要 Flow experience is a critical lens for investigating the role of website design on consumer satisfaction in online shopping. Since flow is a latent variable that cannot be directly observed, most studies use a questionnaire survey with self-reported data as the predominant method of data gathering. Although many researchers believe that the self-reported approach as a sole measurement method is subject to common method bias (CMB), scholars have different interpretations of this effect. This study designed an experiment with flow experience as a mediator to investigate the relationship between website quality and user satisfaction from a behavioral survey and an electroencephalography (EEG)-based neuroscience method. By adopting Harman`s one-factor test and the marker variable technique, the results indicate that the EEG neuroscience method reduces CMB and CMB is not an important issue when considering EEG results.
關聯 Journal of Electronic Commerce Research, 22(4), 305-321
資料類型 article
DOI https://doi.org/10.1312/j.fgs.2021.113683
dc.contributor 資管系
dc.creator (作者) 林怡伶
dc.creator (作者) Lin, Yee-Lin
dc.creator (作者) Liang, Ting-Peng;Shiau, Wen-Lung;Chen, Sih-Fan
dc.date (日期) 2021-11
dc.date.accessioned 23-Jun-2022 09:51:30 (UTC+8)-
dc.date.available 23-Jun-2022 09:51:30 (UTC+8)-
dc.date.issued (上傳時間) 23-Jun-2022 09:51:30 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/140350-
dc.description.abstract (摘要) Flow experience is a critical lens for investigating the role of website design on consumer satisfaction in online shopping. Since flow is a latent variable that cannot be directly observed, most studies use a questionnaire survey with self-reported data as the predominant method of data gathering. Although many researchers believe that the self-reported approach as a sole measurement method is subject to common method bias (CMB), scholars have different interpretations of this effect. This study designed an experiment with flow experience as a mediator to investigate the relationship between website quality and user satisfaction from a behavioral survey and an electroencephalography (EEG)-based neuroscience method. By adopting Harman`s one-factor test and the marker variable technique, the results indicate that the EEG neuroscience method reduces CMB and CMB is not an important issue when considering EEG results.
dc.format.extent 92 bytes-
dc.format.mimetype text/html-
dc.relation (關聯) Journal of Electronic Commerce Research, 22(4), 305-321
dc.subject (關鍵詞) website design; flow theory; Neural information systems; Common method bias; Marker variable technique
dc.title (題名) Investigating common method bias via an EEG study of the flow experience in website design
dc.type (資料類型) article
dc.identifier.doi (DOI) 10.1312/j.fgs.2021.113683
dc.doi.uri (DOI) https://doi.org/10.1312/j.fgs.2021.113683