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題名 Brand power index - using principal component analysis
作者 Bei, Lien-Ti;Cheng, Tsung-Chi
別蓮蒂;鄭宗記
貢獻者 企管系; 統計系
關鍵詞 commodity; consumption behavior; mobile communication; principal component analysis; television
日期 2013-07
上傳時間 21-五月-2015 16:44:04 (UTC+8)
摘要 A relatively simple approach is proposed to evaluate the strength of brands from the viewpoint of consumers. It employs Principal Component Analysis (PCA), in which the coefficients of the first principal component are used as the weight for developing our study`s final `product`, the Brand Power Index (BPI). Empirical consumer-survey data of two product categories: televisions and mobile phones illustrate that the patterns of PCA results for both televisions and mobile phones are extremely similar. The biplots reveal that the leading brands in both product categories had positive component scores; more than a dozen following brands had positive first component scores and negative second component scores in both categories. This led us to a visual examination of the data on certain leading brands with regard to their brand excellence. © 2013 Copyright Taylor and Francis Group, LLC.
關聯 Applied Economics, 45(20), 2954-2960
資料類型 article
DOI http://dx.doi.org/10.1080/00036846.2012.690853
dc.contributor 企管系; 統計系
dc.creator (作者) Bei, Lien-Ti;Cheng, Tsung-Chi
dc.creator (作者) 別蓮蒂;鄭宗記zh_TW
dc.date (日期) 2013-07
dc.date.accessioned 21-五月-2015 16:44:04 (UTC+8)-
dc.date.available 21-五月-2015 16:44:04 (UTC+8)-
dc.date.issued (上傳時間) 21-五月-2015 16:44:04 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/75247-
dc.description.abstract (摘要) A relatively simple approach is proposed to evaluate the strength of brands from the viewpoint of consumers. It employs Principal Component Analysis (PCA), in which the coefficients of the first principal component are used as the weight for developing our study`s final `product`, the Brand Power Index (BPI). Empirical consumer-survey data of two product categories: televisions and mobile phones illustrate that the patterns of PCA results for both televisions and mobile phones are extremely similar. The biplots reveal that the leading brands in both product categories had positive component scores; more than a dozen following brands had positive first component scores and negative second component scores in both categories. This led us to a visual examination of the data on certain leading brands with regard to their brand excellence. © 2013 Copyright Taylor and Francis Group, LLC.
dc.format.extent 248334 bytes-
dc.format.mimetype application/pdf-
dc.relation (關聯) Applied Economics, 45(20), 2954-2960
dc.subject (關鍵詞) commodity; consumption behavior; mobile communication; principal component analysis; television
dc.title (題名) Brand power index - using principal component analysis
dc.type (資料類型) articleen
dc.identifier.doi (DOI) 10.1080/00036846.2012.690853
dc.doi.uri (DOI) http://dx.doi.org/10.1080/00036846.2012.690853