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. 2024 May 14;38(5):432–457. doi: 10.1177/02698811241249698

Table 3.

Item loadings from principal component analysis (PCA) of use motives.

Item Component 1: Therapeutic intention Component 2: Hedonic intention Component 3: Escapist intention
For self-awareness 0.733 −0.074 −0.185
For personal growth 0.727 −0.150 −0.191
To increase my well-being 0.668 −0.012 0.152
To confront difficult feelings 0.635 −0.371 0.126
For spiritual reasons 0.612 0.074 −0.269
For performance enhancement 0.589 0.088 0.166
To treat psychological problems 0.589 −0.362 0.303
For religious reasons 0.371 0.092 −0.148
To treat physical problems 0.361 −0.149 0.140
To have fun −0.269 0.770 0.205
To spend time with friends −0.193 0.674 −0.025
For partying −0.192 0.591 0.242
For relaxation 0.213 0.579 0.270
To have an experience of nature 0.329 0.529 −0.193
To intoxicate myself −0.252 0.523 0.353
To increase my creativity 0.486 0.522 −0.011
To increase sexual pleasure 0.219 0.378 0.150
Out of curiosity −0.055 0.296 −0.043
To distract myself from problems 0.030 0.109 0.799
To escape from difficult feelings 0.213 −0.144 0.742
Out of boredom −0.076 0.255 0.562
To fit in −0.126 0.160 0.238

Items were rated on a four-point Likert scale (“not at all”; “somewhat,” “moderately,” “very much”). The highest loading of each item is written in bold font.