Specifically, suggestions for how to carry out preliminary procedures, EFA, and CFA are provided with SPSS and LISREL syntax examples. Finally, some critical issues concerning the appropriate (and not-so-appropriate) use of factor analysis are discussed along wi...
SPSS 22.0 was used to run the exploratory factor analysis (EFA). Following the recommendations of the existing literature, certain items were dropped due to low factor loadings (< 0.5) or cross-loadings [46, 61]. A short and refined scale of 17 items comprising MSQual, Hedonism, and ...
Software is usually required to perform confirmatory factor analysis. SAS can be used to perform CFA. At the time of writing,SPSSis limited to EFA only. SAS CFA procedure. AMOS instructions (download document from East Carolina University). ...
The EFA in the increased sample allowed to find similarities between the two factors, proposing they should belong to the same factor. They all have in common to view/appreciate some natural or historical scenery, which was not the case of boating for pleasure. These preferences were found to...
Respondents also indicated how real they thought the information was in the post, as well as whether they Exploratory factor analysis To initially assess the correlations among the measurement items included in our study, we conducted exploratory factor analysis (EFA) with SPSS 26 using principal ...
The Impact of Covid-19 on Human Factors in the Aircraft Maintenance Environment - Effects within Approved Aircraft Maintenance Organisations Operating in M... SPSS which was then used to carry out dimension reduction using ExploratoryFactor Analysis (EFA). Through the EFA technique the number of in...
Kyriazos, T. A. (2018). Applied psychometrics: sample size and sample power considerations in factor analysis (EFA, CFA) and SEM in general.Psychology Bulletin, 9(08), 2207–2241. Google Scholar Lepak, D. P., & Snell, S. A. (1999). The human resource architecture: Toward a theory...
FLPOM was defined as “an indicator of psychological well-being in collectivist cultures” (p. 8). The FLPOM scale was developed and validated using two samples of Chinese high school EFL students: a sample of 158 participants for an exploratory factor analysis (EFA) and a sample of 441 ...
To investigate how consumers perceive the costs and benefits of three different home IoT services, EFAs using a Varimax rotation were adopted, as shown in Tables2,3and4. Prior to conducting an EFA on each scale, the Kaiser-Meyer-Olkin (KMO) and Bartlett’s test statistics were checked. ...
Cross-cultural adaptation and exploratory factor analysis (EFA) were also completed for the SNSME questionnaire, followed by descriptive and bivariate analysis. Results and discussion The SNSME questionnaire is valid for use in the current setting and consists of three subscales: (1) attitudes ...