Interaction in Linear Versus Logistic Models : A Substantive Illustration Using The Relationship Between Motivation, Ability, and Performance  

Oleh:

Ganzach, Yoav ; Saporta, Ishak ; Weber, Yaacov

Jenis: Article from Journal - ilmiah internasional
Dalam koleksi: Organizational Research Methods vol. 3 no. 3 (2000), page 237-253.
Topik: motivation; linear; logistic models; relationship; motivation; ability; performance
Fulltext: 237[1].pdf (131.08KB)

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Perpustakaan Pusat (Semanggi) Nomor Panggil: OO3.1 Non-tandon: 1 (dapat dipinjam: 0) Tandon: tidak ada

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A binary performance measure (high school graduation) is examined as a function of motivation (educational goal), ability (scores in an intelligence test), and their interaction. The interaction was positive when a logistic model was used and negative when a linear probability model was used. The reason for the difference in the results of the two models is examined, and the conditions under which this differences occurs are discussed.

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