Neural Network Modeling in Cross-Cultural Research : A Comparison With Multiple Regression  

Oleh:

White, Marion M. ; Palocsay, Susan W.

Jenis: Article from Journal - ilmiah internasional
Dalam koleksi: Organizational Research Methods vol. 7 no. 4 (Oct. 2004), page 389-399.
Topik: networks; neural networks; meultiple regression; cross - cultural research; organizational justice
Fulltext: 389.pdf (118.26KB)

Ketersediaan

Perpustakaan Pusat (Semanggi) Nomor Panggil: OO3.6 Non-tandon: 1 (dapat dipinjam: 0) Tandon: tidak ada

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Isi artikel

This article describes theuse of neural networks as an alternative method to investigate the links between various dimensions of culture and perceptions of justice and demonstrates their ability to model the data relationships with higher accuracy than multiple regression analysis. A complete discussion of the development and validation of the neural network models is included as a guide to researchers in management who are interested in exploring this methodology.

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