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. 2025 Aug 23;13:958. doi: 10.1186/s40359-025-03327-2

Table 4.

Parameter values for the measurement model

Latent Variables / Observed Variables Standardized Loadings t-value R 2
Self-Efficacy
Initiative 0.71 14.06* 0.51
Effort 0.89 17.51* 0.79
Persistence 0.53 10.40* 0.28
PIU
Lack of Control 0.77 16.90* 0.59
Escapism 0.60 12.02* 0.36
Disengagement 0.65 13.99* 0.43
Obsession 0.52 10.48* 0.27
Health and Interpersonal Trouble 0.68 14.62* 0.46
General Phubbing
Nomophobia 0.80 18.86* 0.63
Interpersonal Conflict 0.74 16.84* 0.54
Self-Isolation 0.93 24.13* 0.87
Problem Acknowledgment 0.56 11.99* 0.32

Note: R² represents the proportion of variance in the observed variables; * p < .05