Partial Credit Models for Scale Construction in Hedonic Information Systems

Mair, Patrick and Treiblmaier, Horst (2008) Partial Credit Models for Scale Construction in Hedonic Information Systems. Research Report Series / Department of Statistics and Mathematics, 62. Department of Statistics and Mathematics, WU Vienna University of Economics and Business, Vienna.

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Abstract

Information Systems (IS) research frequently uses survey data to measure the interplay between technological systems and human beings. Researchers have developed sophisticated procedures to build and validate multi-item scales that measure real world phenomena (latent constructs). Most studies use the so-called classical test theory (CTT), which suffers from several shortcomings. We first compare CTT to Item Response Theory (IRT) and subsequently apply a Rasch model approach to measure hedonic aspects of websites. The results not only show which attributes are best suited for scaling hedonic information systems, but also introduce IRT as a viable substitute that overcomes severall shortcomings of CTT. (author´s abstract)

Item Type: Paper
Keywords: partial credit model / information systems / Rasch model / item response theory / classical test theory
Divisions: Departments > Finance, Accounting and Statistics > Statistics and Mathematics
Depositing User: Repository Administrator
Date Deposited: 11 Mar 2008 23:05
Last Modified: 22 Oct 2019 00:41
URI: https://epub.wu.ac.at/id/eprint/1614

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