Psychometric properties and measurement invariance across gender of the Compulsive Online Shopping Scale (COSS) among Iranians

The present study aimed to investigate the psychometric properties and measurement invariance of the Compulsive Online Shopping Scale (COSS) in an Iranian population. The total sample of 802 participants (257 females; Mean age = 22.27, SD = 2.83) were selected via convenience sampling from Tehran, Iran. Confirmatory Factor Analysis supported the 7-factor structure of the COSS as proposed in the original study. The measurement invariance found in this study suggests that the COSS provides sufficiently unbiased use among males and females. The current findings also support the concurrent validity of the Persian COSS, which exhibited positive and significant associations with loneliness, impulsivity, obsession, internalized symptoms, and Internet use. Furthermore, results confirm the convergent validity of the Persian COSS and showcased acceptable internal consistency for all factors, and the total score. The findings of the present study indicate that compulsive online shopping could be assessed adequately in Iranian samples using the COSS.

Potential risk and protective factors related to problematic social media use among adolescents in Iran: A latent profile analysis

This study aimed to assess Problematic Social Media Use (PSMU) among Iranian adolescents and explore potential risk and protective factors. In the present cross-sectional study, 3375 Iranian adolescents were recruited online and completed questionnaires. Latent profile analysis (LPA) was performed to identify groups with various levels of PSMU. Indicator variables included standardized factor scores for PSMU, attention-deficit/hyperactivity disorder, sensation-seeking, internet addiction, loneliness, social anxiety, internalizing symptoms, social support and self-esteem. Five groups were identified relating to severities of PSMU and other factors: low-risk: n = 823 (24.4 %); low-to-moderate-risk: n = 835 (24.7 %); moderate-risk: n = 630 (18.7 %); moderate-to-high-risk: n = 584 (17.3 %); high-risk: n = 503 (14.9 %). Multiple factors, including sensation-seeking, internalizing symptoms, social anxiety, loneliness, internet addiction, attention-deficit/hyperactivity disorder, low self-esteem and low perceived social support, statistically predicted PSMU. The current findings may help identify Iranian adolescents who are particularly vulnerable to PSMU and assist in intervention development.

Metacognitions as a predictor of problematic social media use and internet gaming disorder: Development and psychometric properties of the Metacognitions about Social Media Use Scale (MSMUS)

The aim of the present study was to investigate social media use metacognitions through the development of a new scale, the Metacognitions about Social Media Use Scale (MSMUS). In addition, the study included measures of problematic social media use (PSMU), gaming metacognitions, and gaming disorder (GD) to test concurrent validity. A total of 2390 Iranian adolescents (835 males and 1555 females) aged between 13 and 18 years (M = 16.01 years, SD = 1.38) participated in a cross-sectional online survey. The results of the exploratory factor analysis (n = 1195) and confirmatory factor analysis (n = 1195) suggested that the MSMUS (i) can optimally assess metacognitions concerning social media, and (ii) has a two-factor structure ("negative metacognitions about social media" and "positive metacognitions about social media"). The scale was found to be measurement invariant among males and females, and among individuals with and without risk for PSMU. Social media metacognitions presented significant and predominantly (i) moderate correlations with PSMU symptom severity, and (ii) weak correlations with GD symptom severity. Furthermore, positive and negative social media metacognitions had significant and positive predictive effects on the presence of risk for PSMU with and without a risk for GD - even over the effects of age, gender, and gaming metacognitions. This finding may indicate that metacognitions are possibly a transdiagnostic variable which might be helpful in developmentally assessing addictive behaviors, especially negative metacognitions which might be a risk factor for co-occurring addictive behaviors.