| Study 1 | Study 2 | Study 3 | ||||||
---|---|---|---|---|---|---|---|---|---|
Finland nationwide | Finland social media | US nationwide | |||||||
Coeff. | SE | p | Coeff. | SE | p | Coeff. | SE | p | |
Psychological distress | |||||||||
 Instant loans | 1.33 | 0.65 | 0.042 | 2.80 | 1.32 | 0.033 | − 1.46 | 0.70 | 0.037 |
 Debt problems | − 0.81 | 1.01 | 0.421 | − 1.29 | 1.78 | 0.471 | 2.55 | 0.52 | 0.000 |
 Problem gambling (SOGS-M) | 0.39 | 0.10 | 0.000 | 0.29 | 0.24 | 0.228 | 0.46 | 0.11 | 0.000 |
Consumer debt | |||||||||
 Problem gambling (SOGS-M) | 0.29 | 0.04 | 0.000 | 0.49 | 0.08 | 0.000 | 0.10 | 0.04 | 0.016 |
Debt problems | |||||||||
 Instant loans | 3.52 | 0.39 | 0.000 | 2.42 | 0.64 | 0.000 | 1.12 | 0.21 | 0.000 |
 Problem gambling (SOGS-M) | 0.12 | 0.06 | 0.054 | 0.09 | 0.09 | 0.299 | 0.24 | 0.04 | 0.000 |
Indirect effect (consumer debt) | 0.38 | 0.20 | 0.049 | 1.38 | 0.69 | 0.045 | − 0.15 | 0.10 | 0.115 |
Indirect effect (debt problems) | − 0.10 | 0.13 | 0.457 | − 0.12 | 0.20 | 0.554 | 0.61 | 0.15 | 0.000 |
Model n | 985 | Â | Â | 205 | Â | Â | 883 | Â | Â |
AIC | 7452.96 | Â | Â | 1691.49 | Â | Â | 7582.09 | Â | Â |
BIC | 7501.89 | Â | Â | 1724.72 | Â | Â | 7629.92 | Â | Â |