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心理学的個人差測定尺度構成のための主成分分析の使用について
https://doi.org/10.18999/bulsep.46.99
https://doi.org/10.18999/bulsep.46.995c7f1207-561d-416f-8ecc-773f697898f6
名前 / ファイル | ライセンス | アクション |
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KJ00000040809.pdf (818.9 kB)
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Item type | 紀要論文 / Departmental Bulletin Paper(1) | |||||
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公開日 | 2006-01-05 | |||||
タイトル | ||||||
タイトル | 心理学的個人差測定尺度構成のための主成分分析の使用について | |||||
言語 | ja | |||||
その他のタイトル | ||||||
その他のタイトル | On the Use of Principal Components Analysis to Construct theScales Measuring Psychological Individual Differences | |||||
言語 | en | |||||
著者 |
村上, 隆
× 村上, 隆× Murakami, Takashi× 野上, 康子× Nogami, Yasuko |
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アクセス権 | ||||||
アクセス権 | open access | |||||
アクセス権URI | http://purl.org/coar/access_right/c_abf2 | |||||
キーワード | ||||||
主題Scheme | Other | |||||
主題 | scale construction | |||||
キーワード | ||||||
主題Scheme | Other | |||||
主題 | principal componets analysis | |||||
キーワード | ||||||
主題Scheme | Other | |||||
主題 | Harris-Kaiser oblique rotation | |||||
抄録 | ||||||
内容記述 | We proposed a factor analytical method consisting of a series of procedures as a technique for constructing multiple scales defined as the simple sums of responses to a set of questions, and verified the appropriateness of the procedure at least partially by applying it to a few sets of real life data. Our procedure includes the following steps : 1) Find the matrix of (unrotated) principal component loadings by the eigendecomposition of the covariance matrix between variables instead of the correlation matrix. 2) Determine the number of components based on the method proposed by Velicer (1976) as well as inspecting the scree plot simultaneously. 3) Rotate the loading matrix by the use of the independent cluster rotation given by Harris and Kaiser (1964). We found that the Velicer's method of the determination of the number of components and Harris-Kaiser oblique rotation worked well in general, especially, from the viewpoint of the congruence of the correlations of principal components to those of the constructed scales. However, we did not find any clear evidences that the factoring of the covariance matrix is preferable to that of the correlation matrix. The results suggest that more comprehensive studies may be necessary to demonstrate the prevalence of our method. | |||||
言語 | en | |||||
内容記述タイプ | Abstract | |||||
内容記述 | ||||||
内容記述 | 国立情報学研究所で電子化したコンテンツを使用している。 | |||||
言語 | ja | |||||
内容記述タイプ | Other | |||||
出版者 | ||||||
言語 | ja | |||||
出版者 | 名古屋大学教育学部 | |||||
言語 | ||||||
言語 | jpn | |||||
資源タイプ | ||||||
資源 | http://purl.org/coar/resource_type/c_6501 | |||||
タイプ | departmental bulletin paper | |||||
出版タイプ | ||||||
出版タイプ | VoR | |||||
出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||
ID登録 | ||||||
ID登録 | 10.18999/bulsep.46.99 | |||||
ID登録タイプ | JaLC | |||||
ISSN(print) | ||||||
収録物識別子タイプ | PISSN | |||||
収録物識別子 | 03874796 | |||||
書誌情報 |
ja : 名古屋大學教育學部紀要. 心理学 巻 46, p. 99-109, 発行日 1999-12-27 |
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フォーマット | ||||||
application/pdf | ||||||
著者版フラグ | ||||||
値 | publisher | |||||
URI | ||||||
識別子 | http://hdl.handle.net/2237/2943 | |||||
識別子タイプ | HDL |