Exploring sources of construct-relevant multidimensionality in psychiatric measurement: A tutorial and illustration using the Composite Scale of Morningness.
This paper illustrates a psychometric approach of broad relevance to psychiatric research instruments. Many instruments include indicators related to more than one source of true-score variance due to the: (1) assessment of conceptually adjacent constructs; (2) the presence of a global construct underlying answers to items designed to assess multiple dimensions. Exploratory structural equation modelling (ESEM) is naturally suited to the investigation of the first source, whereas bifactor models are particularly suited to the investigation of the second source. When both sources are present, bifactor-ESEM becomes the model of choice. To illustrate this framework, we use the responses of 1159 adults [655 female, 504 male, mean age (Mage) = 41.84] who completed the French Version of the Composite Scale of Morningness (CSM). We investigate the factor structure of the CSM, test the relations between CSM factors and body mass index, and verify the measurement invariance of the model across gender and age groups. Copyright © 2015 John Wiley & Sons, Ltd.
Institute for Positive Psychology and Education, Australian Catholic University, Strathfield, NSW, Australia.
Alexandre J S
AJ
Morin
German Institute for International Educational Research, Frankfurt, Germany.
A Katrin
AK
Arens
Hôpitaux Pédiatriques de Nice CHU Lenval, Nice, France.
Antoine
A
Tran
Hôpitaux Pédiatriques de Nice CHU Lenval, Nice, France.
Hervé
H
Caci
D000328:Adult; D002940:Circadian Rhythm / Q000502:physiology; D005260:Female; D006801:Humans; D008297:Male; D015233:Models, Statistical; D011570:Psychiatry / Q000379:methods*; D011594:Psychometrics / Q000379:methods*
Composite Scale of Morningness (CSM); bifactor models; chronotype; diurnal preference; exploratory structural equation modelling (ESEM); multidimensionality