Problematic Smartphone Use, Screen Time and Chronotype Correlations in University Students

2020 ◽  
Vol 27 (1) ◽  
pp. 67-74 ◽  
Author(s):  
Pavle Randjelovic ◽  
Nenad Stojiljkovic ◽  
Niko Radulovic ◽  
Nikola Stojanovic ◽  
Ivan Ilic
Keyword(s):  
Screen Time ◽  
Statistical Significance ◽  
Smartphone Addiction ◽  
Short Version ◽  
Android Application ◽  
Problematic Smartphone Use ◽  
Global Trend ◽  
Significant Difference ◽  
Smartphone Use

<b><i>Background:</i></b> Besides numerous advantages and commodities offered by smartphones, there are obvious unhealthy effects. The global trend of an increase in the frequency of usage of smartphones, that is, prolonged screen time, is closely related to problematic smartphone use. The aim of our study was to measure the level of problematic smartphone use in a student population through the assessment of the smartphone screen time and the determination of the student chronotype, as well as through the correlation between these variables. <b><i>Methods:</i></b> The participants were students of medicine of both sexes. Problematic smartphone use was measured by the short version of the Smartphone Addiction Scale. Smartphone screen time was assessed by the free Android application Quality Time. Chronotype was established by the Morningness-Eveningness Questionnaire. <b><i>Results:</i></b> Almost one quarter (22.7%) of students involved in our study could be classified as being “smartphone-addicted”. The students with problematic smartphone use more frequently (statistical significance) belonged to the evening chronotype. Those students spent significantly more time on their phones compared to the non-addicted ones. There was no statistically significant difference between the number of male and female students with problematic smartphone use. The best predictors of problematic smartphone use were longer daily smartphone screen time and evening chronotype personality. <b><i>Conclusions:</i></b> The results of our study showed that a significant number of students of medicine showed problematic smartphone use. There was a strong correlation between extensive screen time and the level of problematic smartphone use in the studied population.

scholarly journals Self-Reported Screen Time on Social Networking Sites Associated With Problematic Smartphone Use in Chinese Adults: A Population-Based Study

2021 ◽  
Vol 11 ◽  
Author(s):  
Ningyuan Guo ◽  
Tzu Tsun Luk ◽  
Man Ping Wang ◽  
Sai Yin Ho ◽  
Daniel Yee Tak Fong ◽  
...  
Keyword(s):  
Social Networking ◽  
Social Networking Sites ◽  
Screen Time ◽  
Population Based ◽  
Smartphone Addiction ◽  
Short Version ◽  
Chinese Adults ◽  
Problematic Smartphone Use ◽  
Smartphone Use ◽  
Independent Association

Background: Problematic smartphone use (PSU) has been associated with screen time in general, but little is known about the effect of different screen-based activities. We examined the associations of self-reported time spent on overall and specific screen-based activities with PSU and its addictive symptoms in Hong Kong Chinese adults.Methods: We analyzed data from 562 smartphone owners (56.5% female; 82.1% aged 25–64 years) in a population-based telephone survey in 2017. PSU was measured using Smartphone Addiction Scale-Short Version (range 10–60) which includes symptoms of daily-life disturbance, withdrawal, cyberspace-oriented relationship, overuse, and tolerance. Screen time was self-reported as average hours per day spent on the internet, online book/newspaper/magazine, online video, and social networking sites (SNS). Multivariable linear regression analyzed the associations of self-reported screen time with PSU severity and symptoms. Interaction effects of sex, age group, educational attainment, and monthly household income were examined.Results: Self-reported time spent on overall screen-based activities was associated with PSU severity (β = 1.35, 95% CI 0.15, 2.55) and withdrawal and overuse symptoms, after adjusting for sociodemographic and health-related variables. Independent association was observed for self-reported SNS time with PSU severity (β = 1.42, 95% CI 0.35, 2.49) and symptoms of withdrawal and cyberspace-oriented relationship, after mutually adjusting for time on other activities. The strongest association between self-reported SNS time and PSU severity was observed in younger than older adults (β = 4.36, 95% CI 2.58, 6.13; P for interaction = 0.004).Conclusions: The independent association of self-reported SNS time with PSU and core addictive symptoms highlighted the addiction potential of SNS use, particularly in younger users.

scholarly journals Associations between changes in behavioral difficulties and levels of problematic smartphone use in adolescents over a 1-year period

2021 ◽  
Author(s):  
Tanja Poulain ◽  
Mandy Vogel ◽  
Tobias Kliesener ◽  
Wieland Kiess
Keyword(s):  
Economic Status ◽  
Statistical Significance ◽  
Behavioral Difficulties ◽  
Smartphone Addiction ◽  
Cross Sectional ◽  
Problematic Smartphone Use ◽  
Smartphone Use ◽  
Strengths And Difficulties ◽  
T1 And T2

Abstract Objectives The present longitudinal study investigates associations between changes in externalizing and internalizing behavioral difficulties and changes in problematic smartphone usage within the same 1-year period in healthy adolescents. Methods The project is part of the LIFE Child cohort study conducted in Leipzig, Germany. Ten- to 16-year-old adolescents (n = 363) provided information on behavioral difficulties [Strengths and Difficulties Questionnaire (SDQ)], the duration of daily smartphone use, and symptoms of smartphone addiction [Smartphone Addiction Proneness Scale (SAPS)] at two consecutive study visits, t1 and t2 (1 year after t1). In the first of two analysis phases, we applied linear regression analyses to assess cross-sectional associations between externalizing and internalizing behavioral difficulties and the duration of smartphone use and symptoms of smartphone addiction (at t1 and t2). In the second, we assessed associations between the changes measured in these variables over the period of a year. All associations were adjusted for age, sex, and soci-economic status. Results Children who reported prolonged periods of smartphone use or more symptoms of smartphone addiction exhibited significantly higher levels of externalizing and internalizing behavioral difficulties at t1 and t2. Further, children who increased their usage or developed addiction symptoms between t1 and t2 also developed more externalizing behavioral difficulties. We found the same tendencies in regard to internalizing behavioral difficulties, although the associations did not reach statistical significance. Conclusions The present findings suggest that externalizing behavioral difficulties and problematic smartphone use are mutually dependent in the long term.

scholarly journals Smartphone addiction is increasing across the world: A meta-analysis of 24 countries

2020 ◽  
Author(s):  
Jay A. Olson ◽  
Dasha Sandra ◽  
Élissa S. Colucci ◽  
Alain Al Bikaii ◽  
Johnny Nahas ◽  
...  
Keyword(s):  
Screen Time ◽  
Meta Analysis ◽  
Global Scale ◽  
Smartphone Addiction ◽  
Problematic Smartphone Use ◽  
Targeted Interventions ◽  
The World ◽  
Teenagers And Young Adults ◽  
Smartphone Use ◽  
Global Norms

Smartphone ownership and screen time are increasing across the world, but there have been few attempts to quantify smartphone addiction on a global scale. We conducted a meta-analysis of studies published between 2014 and 2020 that used the Smartphone Addiction Scale, the most common measure of problematic smartphone use. This scale measures whether smartphone use interferes with one’s daily life. We focused on studies of teenagers and young adults (aged 15 to 35) since they show the highest screen time and smartphone ownership rates. Across 85 samples, 24 countries, and 39,292 participants, we demonstrate that problematic smartphone use is increasing across the world. China, Saudi Arabia, and Malaysia had the highest scores while Switzerland, Germany, and France had the lowest. Our results provide global norms for researchers and can help identify countries that could benefit from targeted interventions.

scholarly journals Excessive smartphone use symptoms associated with psychological distress as consequence of early phase COVID-19 restrictions

2021 ◽  
Vol 319 ◽  
pp. 01110
Author(s):  
Fatine Hadrya ◽  
Faiçal El Hattimy ◽  
Btissame Zouini ◽  
Anis Sfendla
Keyword(s):  
Psychological Distress ◽  
Mental Health Problems ◽  
Sufficient Evidence ◽  
Smartphone Addiction ◽  
Short Version ◽  
Paranoid Ideation ◽  
General Distress ◽  
Significant Difference ◽  
General Psychological Distress ◽  
Smartphone Use

Coronavirus disease (COVID-19) has been associated to various mental health problems and its consequences such as lock-down and social distancing were linked to various adaptations forms including increased smartphone usage. The purpose of the present study was to determine the prevalence of symptoms related to smartphone excessive use and to detect smartphone addiction symptoms related to general psychological distress. Participants were (N=260) surveyed during the first two weeks of lockdown measure. Online measures were introduced including sociodemographic background, Smartphone Addiction Scale Short Version (SAS-SV), and the Brief Symptoms Inventory (BSI). Among 260 Moroccan adults, the prevalence of excessive smartphone use was 48.4% (women: 59.6% / men: 40.4%). Withdrawal, preoccupation, simultaneous presence of withdrawal and tolerance, with or without preoccupation, were significantly more observed among female users (p=.019, p=.042, p=.023 and p=.003; respectively). Comparing excessive smartphone users to non-excessive users, GSI and all BSI dimensions, showed higher significant difference in mean scores (r ranging from .15 to .31). SAS-SV total score was positively correlated with general distress (rho=.19, p<.05), depression (rho=.27, p<.01), and paranoid ideation (rho=.20, p<.05) in excessive smartphone users. Smartphone excessive use appears strongly associated with general distress, regardless of the circumstances. The results of this work provide sufficient evidence for the implementation of psychological interventions in general population during possible lock down measures or potential quarantine for potential next pandemic waves.

scholarly journals Stress and Problematic Smartphone Use Severity: Smartphone Use Frequency and Fear of Missing Out as Mediators

2021 ◽  
Vol 12 ◽  
Author(s):  
Haibo Yang ◽  
Bingjie Liu ◽  
Jianwen Fang
Keyword(s):  
Undergraduate Students ◽  
Structural Equation ◽  
Important Variable ◽  
Equation Modeling ◽  
Smartphone Addiction ◽  
Short Version ◽  
Depression Anxiety Stress Scale ◽  
Problematic Smartphone Use ◽  
Fear Of Missing Out ◽  
Smartphone Use

Problematic smartphone use (PSU) has been linked with stress. Higher levels of stress likely increased problematic smartphone use. We investigated relations between stress, fear of missing out, and problematic smartphone use. The aim of the current study was to analyze the mediating role of fear of missing out (FOMO) and smartphone use frequency (SUF) between stress and PSU. We surveyed a broad sample of 2,276 Chinese undergraduate students in July 2019, using the FOMO Scale, Smartphone Addiction Scale-Short Version, Smartphone Use Frequency Scale, and Depression Anxiety Stress Scale-21. The results showed that stress was associated with PSU severity. Gender differences were found in PSU severity. Furthermore, FOMO was positively associated with SUF and PSU severity. Structural equation modeling demonstrated that FOMO acted as a mediator between stress and PSU severity. FOMO and SUF acted as a chain of mediators between stress and PSU severity. SUF did not account for relations between stress and PSU severity. The study indicates that FOMO may be an important variable accounting for why some people with increased stress levels may overuse their smartphones.

scholarly journals The Effect of Age, Gender, and Job on Skin Conductance Response among Smartphone Users Who are Prohibited from Using Their Smartphone

2020 ◽  
Vol 17 (7) ◽  
pp. 2313
Author(s):  
Hsiu-Fen Hsieh ◽  
Hsin-Tien Hsu ◽  
Pei-Chao Lin ◽  
Yu-Jen Yang ◽  
Yu-Tung Huang ◽  
...  
Keyword(s):  
Skin Conductance ◽  
Skin Conductance Response ◽  
Healthcare Providers ◽  
Smartphone Addiction ◽  
Post Intervention ◽  
Problematic Smartphone Use ◽  
Young Males ◽  
Young Females ◽  
Significant Difference ◽  
Smartphone Use

The smartphone is a widely used and rapidly growing phenomenon worldwide, and problematic smartphone use is common in our society. This study’s objective was to examine the gender difference of baseline and post-intervention skin conductance response (SCR) among smartphone users and explore the relationships among problematic smartphone use level, anxiety level, and SCR changes by evaluating SCR, the Zung Self-Rating Anxiety Scale score, and the Chinese version of the Smartphone Addiction Inventory (SPAI) score in a one-group baseline and post-test design. Sixty participants were recruited from two communities, and data were collected from April to June 2017. There was a significant difference in terms of SCR changes between young males and old males and between young females and old females. Additionally, the SCR changes in young females were significantly greater than those in young males with twofold mean difference. This study provides strong evidence supporting the effectiveness of SCR measurement for assessing problematic smartphone use (PSU) anxiety when users are in a withdrawal-like state. The SCR measurement can help healthcare providers identify cases with risk factors of PSU for early intervention.

Depression and social anxiety in relation to problematic smartphone use

2018 ◽  
Vol 28 (2) ◽  
pp. 315-332 ◽  
Author(s):  
Jon D. Elhai ◽  
Mojisola Tiamiyu ◽  
Justin Weeks
Keyword(s):  
Social Anxiety ◽  
Structural Model ◽  
Smartphone Addiction ◽  
Short Version ◽  
Cross Sectional ◽  
Problematic Smartphone Use ◽  
Content Type ◽  
Patient Health ◽  
Smartphone Use ◽  
Thought Styles

Purpose Previous research has found support for depression and anxiety severity in association with both increased and problematic smartphone use. However, little research has explored transdiagnostic psychopathology constructs as mediators that may account for these relationships. The purpose of this paper is to test rumination as a possible transdiagnostic (cross-sectional) mediator in these relationships. Design/methodology/approach The authors recruited 296 college students to complete relevant web survey measures, including the patient health questionnaire-9 (for depression severity), social interaction anxiety scale (for social anxiety severity), ruminative thought styles questionnaire, smartphone addiction scale-short version (to measure levels of problematic smartphone use), and a measure of smartphone use frequency. Findings The authors found support for a structural model whereby the severity of depression and social anxiety accounted for variance in rumination, which, in turn, correlated with problematic smartphone use levels. Rumination accounted for relations between both depression and social anxiety severity with levels of problematic use. Originality/value The authors discuss the role of rumination as a possible mechanism between anxiety- and depression-related psychopathology levels with problematic smartphone use severity. This study is unique in exploring rumination in the context of problematic smartphone use.

scholarly journals Problematic smartphone use and affective temperaments among Lebanese young adults: scale validation and mediating role of self-esteem

2021 ◽  
Vol 9 (1) ◽  
Author(s):  
Joanne Zeidan ◽  
Souheil Hallit ◽  
Marwan Akel ◽  
Ismail Louragli ◽  
Sahar Obeid
Keyword(s):  
Young Adults ◽  
Self Esteem ◽  
Community Dwelling ◽  
Mediating Effect ◽  
Smartphone Addiction ◽  
Problematic Smartphone Use ◽  
Affective Temperaments ◽  
Mediating Role ◽  
Smartphone Use

Abstract Background Adults all over the world face serious issues from problematic smartphone use (PSU). It influences them negatively on a cognitive, behavioral, and emotional level, as well as on their tendencies and well-being. In Lebanon, the prevalence of PSU was shown to be 20.2% within the adult population, specifically with young adults (18–34 years old). This study investigates the validity and reliability of the Smartphone Addiction Scale (SAS) Arabic version. In addition, this study evaluates the association between PSU and affective temperaments and the mediating role of self-esteem in this association. Method A cross-sectional study was carried out between August and September 2020, using a sample of community-dwelling participants aged 18 to 29 years. The Smartphone Addiction Scale—Short Version was used to evaluate smartphone addiction among adolescents and adults. The five different temperaments of the patients were assessed by using the Affective temperament Scale (TEMPS‐A). The Rosenberg Self-Esteem Scale was used to evaluate self-esteem. Results 461 participants were included in this study. All items of the SAS were extracted and yielded a one-factor solution with Eigenvalues > 1 (variance explained = 49.96%; αCronbach = 0.886). The confirmatory analysis results consolidated those obtained from the factor analysis. Higher depressive temperament (B = 0.46) was significantly associated with more smartphone addiction, whereas higher self-esteem (B =  − 0.28) was significantly associated with less smartphone addiction. Self-esteem was found to mediate the association between depressive and hyperthymic temperaments with smartphone addiction. Conclusion This study added a better understanding of the high smartphone addiction rate among adults in Lebanon. It confirms the association between affective temperaments and PSU through the mediating effect of self-esteem on Lebanese adults.

scholarly journals The use of effect size indices to determine practical significance

2006 ◽  
Vol 25 (3) ◽  
Author(s):  
H. S. Styn ◽  
S. M. Ellis
Keyword(s):  
Effect Size ◽  
Statistical Significance ◽  
Empirical Studies ◽  
Research Literature ◽  
Effect Sizes ◽  
Practical Significance ◽  
Significance Tests ◽  
Statistical Application ◽  
Significant Difference

The determination of significance of differences in means and of relationships between variables is of importance in many empirical studies. Usually only statistical significance is reported, which does not necessarily indicate an important (practically significant) difference or relationship. With studies based on probability samples, effect size indices should be reported in addition to statistical significance tests in order to comment on practical significance. Where complete populations or convenience samples are worked with, the determination of statistical significance is strictly speaking no longer relevant, while the effect size indices can be used as a basis to judge significance. In this article attention is paid to the use of effect size indices in order to establish practical significance. It is also shown how these indices are utilized in a few fields of statistical application and how it receives attention in statistical literature and computer packages. The use of effect sizes is illustrated by a few examples from the research literature.

Problematic smartphone use and anxiety in adolescents: survey study (Preprint)

2021 ◽  
Author(s):  
Kyung Eun Lee ◽  
Kitai Kim ◽  
Jeong Yee ◽  
Jee Eun Chung ◽  
Joo Hee Kim ◽  
...  
Keyword(s):  
High Risk ◽  
Potential Risk ◽  
Psychological Health ◽  
Anxiety Scale ◽  
Survey Study ◽  
Smartphone Addiction ◽  
Problematic Smartphone Use ◽  
Observational Study Design ◽  
Smartphone Use ◽  
Manifest Anxiety

BACKGROUND Smartphone overuse is a troubling issue to many, influencing psychological, social, and physical aspects. OBJECTIVE This study was conducted to investigate the association between risk of problematic smartphone use and anxiety in adolescents. METHODS A questionnaire-based observational study design was used. Revised Children’s Manifest Anxiety Scale was used to assess symptoms of anxiety, and Smartphone Addiction Proneness Scale index was used to evaluate the degree of high-risk or potential-risk for problematic smartphone use. RESULTS Analyses were conducted on 1,733 adolescents, including 771 boys and 962 girls. 20.1% of the studied population was classified as high-risk or potential-risk group for problematic smartphone use. Risk of problematic smartphone use exhibited statistically significant effects on the total anxiety scale, as well as physiological anxiety, oversensitivity, and social concern (all P-values < 0.0001). Multivariate analysis suggested that higher anxiety scales were associated with the higher risk of problematic smartphone use, as well as following factors: poor self-reported health, fewer number of close friends, caffeine beverage consumption, female sex, and alcohol use. CONCLUSIONS Our results suggested that higher risk of problematic smartphone use was associated with anxiety. Thus, management of problematic smartphone use seems necessary for the enhancement of psychological health.

Sign in / Sign up

Export Citation Format

Share Document