Heterogeneity of smartphone impact on everyday life and its relationship with personality and psychopathology: A latent profile analysis

Background The relationships between problematic smartphone use and psychological factors have been extensively investigated. However, previous studies generally used variable-centered approaches, which hinder an examination of the heterogeneity of smartphone impact on everyday life. Objective In the present study, we capitalized on latent profile analysis to identify various classes of smartphone owners based on the impact associated with smartphone use (e.g., unregulated usage, preference for smartphone-mediated social relationships) and to compare these classes in terms of established psychological risk factors for problematic smartphone use. Method We surveyed 934 young adults with validated psychometric questionnaires to assess the impact of smartphones, psychopathological symptoms, self-esteem and impulsivity traits. Results Smartphone users fall into four latent profiles: users with low smartphone impact, users with average smartphone impact, problematic smartphone users, and users favoring online interactions. Individuals distributed in the problematic smartphone user profile were characterized by heightened psychopathological symptoms (stress, anxiety, depression, obsessive-compulsive tendencies) and impulsivity traits. Moreover, users who preferred online interactions exhibited the highest symptoms of social anxiety and the lowest levels of self-esteem. Conclusions These findings further demonstrate the multidimensionality and heterogeneity of the impact of smartphone use, calling for tailored prevention and intervention strategies

Problematic smartphone use: an empirically validated model

Given the prominent role that smartphones have in everyday life, research in the field has proliferated. From a theoretical perspective, problematic smartphone use (PSPU) is described as a multi-faceted phenomenon entailing a variety of dysfunctional manifestations (e.g., addictive, antisocial and dangerous use). To date, however, there is still a lack of empirical evidence supporting the identification of PSPU as a potential behavioural addiction. Driven by theory, the aim of the present study was to provide an empirically validated model by testing the contribution of specific factors leading to PSPU. Relationships among individual characteristics (internalised psychopathology, impulsivity and personality traits) and PSPU uses (addictive, antisocial and dangerous) were investigated according to the updated version of the theoretical framework provided by the Pathway Model of problematic smartphone use (Billieux et al., 2015). An online survey was administered to a convenience sample (N = 511) of smartphone users in order to examine their daily engagement, problematic usage patterns and related psychological correlates. Path analysis revealed important information about different PSPU components and results are discussed in light of the available literature. Recommendations for future research are proposed to further investigate the problematic behaviour, including the study of additional variables, such as the fear of missing out (FoMO), nomophobia and excessive social media use

Maternal technology distraction and its associations with stress and parenting during the COVID-19 pandemic.

The widespread adoption of digital technology devices has introduced unique challenges to modern parenthood, especially during the COVID-19 pandemic when parents relied on digital technology more than ever before. Parents have experienced significant challenges during the COVID-19 pandemic, with mothers being especially vulnerable to stress and mental health problems. This study investigates associations between technology distraction of mothers while spending time with their offspring, psychological well-being (stress sensitivity), and parenting behaviors (warmth and indifference) during the COVID-19 pandemic. Mothers (n = 246) of adolescents (aged 13–18) who attended public secondary schools in Italy completed an online survey during the fourth wave of COVID-19. The pattern of associations was analyzed via path analysis. COVID-19 pandemic-induced stressors were positively associated with perceived stress, which was positively associated with technology distraction of mothers when spending time with their offspring. Furthermore, maternal technology distraction was positively associated with indifference and negatively associated with warmth. Perceived stress was negatively associated only with warmth. Strategies to mitigate stress during times of crisis and adversity might be useful for potentially vulnerable targets (e.g., mothers living with offspring during the COVID-19 pandemic). Information and prevention actions should be focused on how parents use digital devices while with their offspring

Adolescent problematic gaming and its association with maternal behaviors: A dyadic study focusing on the relational-emotional correlates

Introduction Associations between Problematic Gaming (PG) and the relational-emotional correlates of parenting have been reported in the literature. Previous research mostly collected information from adolescents, however, and suggested that little is known about the perceptions of parents and whether these are shared among parent-adolescent dyads. Therefore, this study aimed to (a) examine multiple informants’ reports of adolescent PG and maternal behaviors (i.e., warmth and indifference) and (b) disentangle the associations between the behaviors shared by mothers and adolescents from those unique to each member. Method Data were collected by using self-administered online questionnaires from 137 Italian mother-adolescent dyads in Italy. The mean age of adolescents (n = 92 males, n = 42 females, n = 3 nonbinary) was 14.68 (±1.25) years and that of mothers 47.48 (±4.69) years. Descriptive statistics and common fate model (CFM) analyses were conducted. Results Mothers reported higher scores of their offspring’s PG. Within-reporter interclass correlations revealed positive associations between maternal indifference and adolescent PG for both informants. CFM indicated that correlations between maternal behaviors and adolescent PG based on shared perceptions did not reach statistical significance, whereas correlations based on unique mothers’ perceptions were statistically significant for all the observed relationships. Conclusions In the context of adolescent PG, mothers may have a heightened motivation to perceive their parenting as crucial. The multi-informant approach allows a more accurate examination of the associations between adolescent PG and maternal behaviors and underscores the need to consider discordant assessment of the same phenomenon between mothers and adolescents

Problematic Smartphone Use in young adults

This project aimed to investigate smartphone use in young adults by addressing two different research questions and resulting in two different studies. A first study empirically provided a unique and comprehensive test of the pathway model of problematic smartphone use (Canale et al., 2021). The second study aimed to identify various profiles of smartphone owners based on the impact associated with smartphone use in their daily lives (cognitive, affective, social and behavioral) and to compare these classes in terms of established psychological risk factors for problematic smartphone use (Canale et al., …)

Are anxiety, depression, and stress distinguishable in Italian adolescents? an examination through the Depression Anxiety Stress Scales-21.

The adolescents' ability to discriminate between different negative emotional states is still under debate. The Depression Anxiety Stress Scales-21 (DASS-21) serves as a useful tool to unravel this issue, yet the literature on its structural validity in young people is ambiguous. Therefore, this study aimed to expand knowledge on the emotional experience of youth by investigating the factor structure and psychometric properties of the DASS-21 in Italian adolescents. Six hundred fifty-five students (60.6% girls) aged 14-18 (M = 16.3 ± 1.29) completed an online survey containing the DASS-21 and Positive and Negative Affect Schedule (PANAS). To evaluate the factor structure of the DASS-21, several alternative models were tested, also adopting an Exploratory Structural Equation Modeling (ESEM) procedure. Measurement invariance, reliability, validity, and latent means differences were addressed. The ESEM model with three correlated factors of Depression, Anxiety, and Stress yielded the best fit to the data, supporting a hierarchical structure of the DASS-21. In addition, this model was invariant across sex and age groups. The Anxiety scale predicted both positive and negative affect, while Depression predicted positive affect only. Finally, girls scored higher than boys on Anxiety and Depression, but no age differences emerged. Overall, our results indicate that anxiety, depression, and stress are distinguishable in Italian adolescents but, simultaneously, share an underlying condition of general distress, which may explain the comorbidity between internalizing problems. Such findings are discussed in terms of clinical and preventive implications for the adolescent population

Are anxiety, depression, and stress distinguishable in Italian adolescents? An examination through the Depression Anxiety Stress Scales-21

The adolescents’ ability to discriminate between different negative emotional states is still under debate. A useful tool to unravel this issue is the Depression Anxiety Stress Scales-21 (DASS-21), but the literature on its structural validity in young people is ambiguous. This study aimed to expand knowledge on the emotional experience of youth by investigating the factor structure and psychometric properties of the DASS-21 in Italian nonclinical adolescents. Six hundred fifty-five students (60.6% girls) aged 14-18 (M = 16.3 ± 1.29) completed an online survey containing the DASS-21 and Positive and Negative Affect Schedule (PANAS). To test the factor structure of the DASS-21, several alternative models were tested, also adopting an Exploratory Structural Equation Modeling (ESEM) procedure. Measurement invariance, reliability, validity, and latent means differences were addressed. The ESEM model with three correlated factors of Depression, Anxiety, and Stress yielded the best fit to the data, supporting a hierarchical structure of the DASS-21. In addition, this model was invariant across sex and age groups. The Anxiety scale predicted both positive and negative affect, while Depression predicted positive affect only. Finally, girls scored higher than boys on Anxiety and Depression, but no age differences emerged. Overall, our results indicate that anxiety, depression, and stress are distinguishable in Italian adolescents, but, at the same time, they appear to share an underlying condition of general distress, which may explain the comorbidity between internalizing problems. Such findings are discussed in terms of clinical and preventive implications for the adolescent population

Problematic gaming risk among European adolescents: a cross‐national evaluation of individual and socio‐economic factors

Background and Aims Previous research has identified numerous risk and protective factors of adolescent problematic gaming (PG) at the individual and social levels; however, the influence of socio-economic indicators on PG is less known. This study aimed to measure the contribution of individual and socio-economic factors involved in PG risk among adolescents from 30 European countries. Design Multi-level logistic regression analysis of survey data from the 2019 European School Survey Project on Alcohol and Other Drugs (ESPAD) cross-sectional study using self-administered anonymous questionnaires. Setting Thirty European countries. Participants A representative cohort of 15-16-year-old students (n = 88 998 students; males = 49.2%). Measurements The primary outcome measure was adolescents' (low and high) risk of PG. Individual key predictors included self-report assessments of socio-demographic characteristics, time spent gaming and family variables (parental regulation and monitoring, family support). Main country-level predictors comprised Gini coefficient for economic inequalities and benefits for families and children (% gross domestic product), retrieved from international public data sets and national thematic reports. The data analysis plan involved multi-level logistic regression. Findings Participants who reported stronger parental regulation [odds ratio (OR) = 0.81, 95% confidence interval (CI) = 0.79-0.83] and higher family support (OR = 0.93, 95% CI = 0.91-0.95) reported lower risk of PG. At the country-level, economic inequalities (OR = 1.05, 95% CI = 1.03-1.07) were positively associated with the risk of PG, while benefits for families and children (OR = 0.78, 95% CI = 0.70-0.89) were negatively correlated with the risk of PG. Conclusions Supportive family environments, lower country-level economic inequalities and higher government expenditures on benefits for families and children appear to be associated with a lower risk of problematic gaming among European adolescents

Problematic gaming risk among European adolescents: a cross-national evaluation of individual and socio-economic factors.

BACKGROUND AND AIMS: Previous research has identified numerous risk and protective factors of adolescent problematic gaming (PG) at the individual and social levels; however, the influence of socio-economic indicators on PG is less known. This study aimed to measure the contribution of individual and socio-economic factors involved in PG risk among adolescents from 30 European countries. DESIGN: Multi-level logistic regression analysis of survey data from the 2019 European School Survey Project on Alcohol and Other Drugs (ESPAD) cross-sectional study using self-administered anonymous questionnaires. The setting was thirty European countries. A representative cohort of 15-16-year-old students (n = 88 998 students; males = 49.2%). MEASUREMENTS: The primary outcome measure was adolescents' (low and high) risk of PG. Individual key predictors included self-report assessments of socio-demographic characteristics, time spent gaming and family variables (parental regulation and monitoring, family support). Main country-level predictors comprised Gini coefficient for economic inequalities and benefits for families and children (% gross domestic product), retrieved from international public data sets and national thematic reports. The data analysis plan involved multi-level logistic regression. FINDINGS: Participants who reported stronger parental regulation reported lower risk of PG. At the country-level, economic inequalities were positively associated with the risk of PG, while benefits for families and children were negatively correlated with the risk of PG. CONCLUSIONS: Supportive family environments, lower country-level economic inequalities and higher government expenditures on benefits for families and children appear to be associated with a lower risk of problematic gaming among European adolescents

Desire thinking and craving as predictors of problematic Internet pornography use in women and men

Introduction: According to the recent adaptation of the I-PACE model, desire thinking and craving might be closely related to problematic Internet pornography use. The overall aim of the present study was to investigate the role of two components of desire thinking (imaginal prefiguration and verbal perseveration) and craving in problematic Internet pornography use. Furthermore, we examined gender differences in the underlying mechanism linking desire thinking to problematic Internet pornography use. Method: A total of 414 Italian adults (mean age = 27.55 years, SD = 6.13; age range = 18 & ndash;58; 53.6 % men) participated in this study. Participants completed an online survey to assess problematic Internet pornography use, pornography craving, desire thinking and problematic Internet use. Path analyses and a multi-group approach were used to test the relationships among variables and to explore gender differences. Results: Imaginal prefiguration was associated to pornography craving which, in turn, was associated to verbal perseveration as proximal antecedent of problematic Internet pornography use, above and beyond the effect of age, relationship status, and problematic Internet use. Two paths significantly differed between men and women: the path between verbal perseveration and problematic Internet pornography, which for women was weaker and did not reach significance; and the path between problematic Internet use and problematic Internet pornography use that was not significant for women. Conclusions: In line with the I-PACE model, the present study provided support for the potential role of desire thinking in problematic Internet pornography use as a specific Internet-use disorder and expanded the literature in the field by testing unexplored gender differences. Preventive and clinical implications are discussed