Figure 5
The flowchart begins with a text box positioned on the top labeled “L L H A variables (149)”, followed by a downward arrow to a circle labeled “Components extraction”. From this circle, five parallel downward arrows lead to five rectangular text boxes labeled from left to right as “5 Components (69 percent of the variance)”, “5 Components (71 percent of the variance)”, “5 Components (72 percent of the variance)”, “5 Components (73 percent of the variance)”, and “5 Components (88 percent of the variance)”. These boxes connect downward into a single text box labeled “L L H A components (25 variables)”. From this box, five downward arrows lead to five text boxes, each labeled “1 influential Component”. Arrows from these five text boxes converge downward and lead to a circle labeled “Rotated component matrix score ranking”. A downward arrow extends from “Rotated component matrix score ranking” and leads to the final text box labeled “Most influential L L H A component”.Factor reduction during the PCA process