Following factor analysis, two of the 48 questions were removed.
3. PMH instrument (Stage 2): Following factor analysis in Stage 1, the final instrument comprised 47 positively worded items representing the six domains of mental health.
Following factor analysis, corrected item-total correlations were reviewed for items within the factors identified; items that correlated with the total score below 0.30 were considered for deletion [ 21].
In the Spad software (version 7.4), the classification follows a factor analysis that maximises both the homogeneity intra-cluster and the separateness inter-cluster.
The stages proposed by Norman & Streiner [ 29] will be followed for factor analysis.
Following factor and cluster analysis, and on the basis of the theoretical understandings of the sharing and collaborative economy, we developed a typology that grouped platforms into three groups: network, transaction and community oriented.
To test the model, the constructs of entrepreneurial personality, intellectual capital, entrepreneurial skills and business program inputs were validated followed by factor analysis and structural equation modeling.
Following exploratory factor analysis, we conducted confirmatory factor analysis on a split half of the sample.
This was followed by factor analysis using principal components (PCA) [ 31].
Following the factor analysis principal components were analyzed further with logistic regression to determine the risk factors associated with being infected with malaria to specifically address hypothesis 1.
Following the factor analysis principal components were analyzed further with logistic regression to determine the risk factors associated with being infected (egg positive) or uninfected (egg negative).
