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題名 Brand Power Index – Using Principal Component Analysis
作者 別蓮蒂
Bei, Lien-Ti ; Cheng,Tsung-Chi
貢獻者 企管系
關鍵詞 biplot;brand power index;consumer survey;principal component analysis
日期 2013.06
上傳時間 12-Dec-2013 11:36:08 (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.
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en_US
dc.creator (作者) 別蓮蒂zh_TW
dc.creator (作者) Bei, Lien-Ti ; Cheng,Tsung-Chien_US
dc.date (日期) 2013.06en_US
dc.date.accessioned 12-Dec-2013 11:36:08 (UTC+8)-
dc.date.available 12-Dec-2013 11:36:08 (UTC+8)-
dc.date.issued (上傳時間) 12-Dec-2013 11:36:08 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/62381-
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.en_US
dc.format.extent 264481 bytes-
dc.format.mimetype application/pdf-
dc.language.iso en_US-
dc.relation (關聯) Applied Economics, 45(20), 2954-2960en_US
dc.subject (關鍵詞) biplot;brand power index;consumer survey;principal component analysisen_US
dc.title (題名) Brand Power Index – Using Principal Component Analysisen_US
dc.type (資料類型) articleen
dc.identifier.doi (DOI) 10.1080/00036846.2012.690853en_US
dc.doi.uri (DOI) http://dx.doi.org/10.1080/00036846.2012.690853en_US