Table 7 Latent variable factor structure, direct effects, and covariances the final subreddit activity based recovery SEM model
Relationships between variables | Estimate | Standardized estimate | Standard error | Z value | P value | |
|---|---|---|---|---|---|---|
Latent variables | ||||||
MPWB—> | Fitness | 1.000 | 0.618 | – | – | – |
MPWB—> | Meditation | 0.208 | 0.128 | 0.031 | 6.65 | 0.000 |
MPWB—> | Bodyweightfitness | 0.571 | 0.353 | 0.052 | 10.7 | 0.000 |
MPWB—> | Running | 0.300 | 0.185 | 0.035 | 8.5 | 0.000 |
MPWB—> | Yoga | 0.319 | 0.197 | 0.056 | 5.6 | 0.000 |
MPWB—> | Gainit | 0.307 | 0.190 | 0.035 | 8.6 | 0.000 |
Career—> | Jobs | 1.000 | 0.951 | – | – | – |
Career—> | Entrepreneur | 0.154 | 0.146 | 0.021 | 7.3 | 0.000 |
Career—> | Careerguidance | 0.166 | 0.158 | 0.022 | 7.5 | 0.000 |
Career—> | Resumes | 0.209 | 0.199 | 0.026 | 8.1 | 0.000 |
Relationships—> | Relationship_advice | 1.000 | 0.470 | – | – | – |
Relationships—> | Relationships | 0.842 | 0.395 | 0.043 | 19.6 | 0.000 |
Relationships—> | Parenting | 0.121 | 0.057 | 0.033 | 3.6 | 0.000 |
Relationships—> | Childfree | 0.039 | 0.018 | 0.033 | 1.1 | 0.235 |
Regressions | ||||||
MPWB—> | Recovery | 0.348 | 0.163 | 0.104 | 3.3 | 0.001 |
Relationships—> | Recovery | 0.104 | 0.064 | 0.036 | 2.8 | 0.004 |
Career—> | Recovery | − 0.079 | − 0.075 | 0.040 | − 1.9 | 0.050 |
Covariance | ||||||
Careerguidance | Resumes | 0.274 | 0.283 | 0.011 | 21.9 | 0.000 |
Yoga | Bodyweightfitness | 0.170 | 0.185 | 0.016 | 10.3 | 0.000 |
Entrepreneur | Careerguidance | 0.191 | 0.195 | 0.012 | 15.7 | 0.000 |
Entrepreneur | Resumes | 0.150 | 0.154 | 0.012 | 12.3 | 0.000 |
Fitness | Yoga | − 0.095 | − 0.123 | 0.022 | − 4.4 | 0.000 |
Relationships | MPWB | 0.097 | 0.335 | 0.009 | 10.2 | 0.000 |
Relationships | Career | 0.316 | 0.709 | 0.012 | 25.5 | 0.000 |
MPWB | Career | 0.099 | 0.168 | 0.011 | 8.9 | 0.000 |