Parceling in Multilevel Structural Equation Models for the measure of a latent construct

Risultato della ricerca: Conference contribution

Abstract

When the variables of interest are measured by a set of items on units having a multilevel setting, conventional structural equation models cannot be used because the assumption of independence of all latent variables and indicators across units is violated due to the within-cluster dependence. In this work we propose the use of parcelling in defining of latent variables of a multilevel structural equation model (MSEM). The paper aims to face the problem of the use of categorical item response data when a multilevel SEM must be applied.
Lingua originaleEnglish
Titolo della pubblicazione ospiteStatistical Methods for Service Quality Evaluation - Book of short papers of IES 2019, Rome, Italy, July 4-5
Numero di pagine5
Stato di pubblicazionePublished - 2019

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Genova, V. G., Boscaino, G., & Sciandra, M. (2019). Parceling in Multilevel Structural Equation Models for the measure of a latent construct. In Statistical Methods for Service Quality Evaluation - Book of short papers of IES 2019, Rome, Italy, July 4-5

Parceling in Multilevel Structural Equation Models for the measure of a latent construct. / Genova, Vincenzo Giuseppe; Boscaino, Giovanni; Sciandra, Mariangela.

Statistical Methods for Service Quality Evaluation - Book of short papers of IES 2019, Rome, Italy, July 4-5. 2019.

Risultato della ricerca: Conference contribution

Genova, VG, Boscaino, G & Sciandra, M 2019, Parceling in Multilevel Structural Equation Models for the measure of a latent construct. in Statistical Methods for Service Quality Evaluation - Book of short papers of IES 2019, Rome, Italy, July 4-5.
Genova VG, Boscaino G, Sciandra M. Parceling in Multilevel Structural Equation Models for the measure of a latent construct. In Statistical Methods for Service Quality Evaluation - Book of short papers of IES 2019, Rome, Italy, July 4-5. 2019
Genova, Vincenzo Giuseppe ; Boscaino, Giovanni ; Sciandra, Mariangela. / Parceling in Multilevel Structural Equation Models for the measure of a latent construct. Statistical Methods for Service Quality Evaluation - Book of short papers of IES 2019, Rome, Italy, July 4-5. 2019.
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SN - 978-88-86638-65-4

BT - Statistical Methods for Service Quality Evaluation - Book of short papers of IES 2019, Rome, Italy, July 4-5

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