Constructing second-order accurate confidence intervals for communalities in factor analysis

2008 ◽  
Vol 61 (2) ◽  
pp. 361-378 ◽  
Author(s):  
Masanori Ichikawa ◽  
Sadanori Konishi
1999 ◽  
Vol 25 (2) ◽  
Author(s):  
C. Swart ◽  
G. Roodt ◽  
J. M. Schepers

The purpose of this study was twofold: Firstly an existing Workvalues questionnaire was evaluated against criteria for test construction; and secondly the role of differential item skewness in the grouping of second order factors, within this Workvalues questionnaire, was empirically investigated. The existing data of the Workvalues questionnaire, consisting of 110 items on a random sample of 8000 respondents, within a financial institution, was used for the empirical analysis. A first- and second order factor analysis was done on the items of the 2099 completed quiestionnaires. Three clearly differentiated second order factors with seemingly acceptable internal consistencies were identified. The results indicated that the items of the first second order factor, grouped together on the base of differential skewness. The items of the second and third scale were less skew and could be interpreted. Opsomming Die doel van hierdie studie was tweeledig: Eerstens is 'n bestaande Werkwaardesvraelys teenoor kriteria vir toetskonstruksie geevalueer; en tweedens is die rol van differensiele itemskeefheid in die groepering van tweedeordefaktore van hierdie Werkwaardesvraelys empiries ondersoek. Die bestaande datastel van die Werkwaardesvraelys se 110 items, op 'n ewekansige steekproef van 8000 respondente in 'n finansiele instelling, is vir die empiriese ontleding gebruik. 'n Eerste- en tweedeordefaktorontleding is ten opsigte van die items van 2099 voltooide vraelyste uitgevoer en drie duidelik gedifferensieerde tweedeordefaktore met öenskynlike, aanneemlike interne konstanthede het na vore gekom. Resultate dui daarop dat items van die eerste tweedeordefaktor gegroepeer het op grond van differensiële skeefheid. Die items van die tweede en derde skaal was minder skeef en kon vertolk word.


1997 ◽  
Vol 25 (3) ◽  
pp. 233-240 ◽  
Author(s):  
Osamu Iwata

Questionnaires containing 20 statements of voluntary simplicity lifestyles and 23 statements of selected attitudes and behavior related to these lifestyles were administered to 135 undergraduates. The subjects were required to rate the degree of agreement or disagreement with the statement on 5-point scales. Three unrotated factors were obtained by factor analysis. According to second-order factor analysis, voluntary simplicity lifestyles, cautious attitudes in shopping and acceptance of self-sufficiency had significant loadings on the first factor. Significant correlations between these dimensions and the selected attitudes and behavior substantially supported the validity of the scale of voluntary simplicity lifestyles.


1997 ◽  
Vol 25 (1) ◽  
pp. 22-37 ◽  
Author(s):  
Jeffrey H. Kahn ◽  
Charles J. Gelso

The factor structure of the Research Training Environment Scale-Revised was examined in a sample of 270 graduate students in counseling psychology. This confirmatory factor analysis assessed the fit of a nine-factor model corresponding to the respective subscales on the measure, as well as the fit of a second-order factor structure suggested by an exploratory factor analysis of data. The second-order factor structure fit very well when conducted on manifest (i.e., observed) subscale total scores; the results were more ambiguous when first-order latent factors were included in the factor structure. The analyses suggested that an instructional dimension and an interpersonal dimension are global factors of the research training environment.


Psychometrika ◽  
1954 ◽  
Vol 19 (1) ◽  
pp. 71-78 ◽  
Author(s):  
Leonard Matin ◽  
Dorothy C. Adkins

Sign in / Sign up

Export Citation Format

Share Document