1
|
Malek Mohammadi N, Rezaeisharif F, Bagheri N, Taheri Olyayie H, Sharifi M, Sharifi H. Prevalence of mobile phone addiction and poor mental health, and factors associated with mental health among medical students in Southeast Iran. BMC Psychiatry 2024; 24:552. [PMID: 39118105 PMCID: PMC11308235 DOI: 10.1186/s12888-024-05985-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/01/2024] [Accepted: 07/24/2024] [Indexed: 08/10/2024] Open
Abstract
BACKGROUND Mobile phone addiction is on the rise among various populations, particularly among the younger generations. This phenomenon can significantly impact various aspects of life, particularly mental health. This study aimed to examine the prevalence of mobile phone addiction and mental health, as well as the associated factors of mental health among medical students in southeast Iran in 2023. METHODS Using stratified sampling, 365 students from the Kerman University of Medical Sciences were included from May to June 2023. The data collection tool comprised a questionnaire assessing general health (GHQ-28), mobile phone addiction, and social support. Logistic regression was used to examine the associated factors of mental health. RESULTS The prevalence of mobile phone addiction and poor mental health among students was 46.6% (95% Confidence Intervals [CI]: 41.4; 51.7) and 52.9% (95% CI: 47.7; 57.9), respectively. The results of the multivariable logistic regression analysis indicated that individuals with mobile phone addiction had higher odds of experiencing a poor mental health situation (Adjusted Odds Ratio [aOR] = 2.01; 95% CI: 1.30, 3.09). Conversely, participants with higher social support scores were less likely to have poor health (aOR = 0.95; 95% CI: 0.94, 0.97). CONCLUSION We found a high prevalence of mobile phone addiction. Considering the association between mobile phone addiction and mental health, it is necessary to prevent the complications and risks caused by mobile phone addiction; it requires educational planning, counseling, and behavior among vulnerable students.
Collapse
Affiliation(s)
- Neda Malek Mohammadi
- HIV/STI Surveillance Research Center, and WHO Collaborating Center for HIV Surveillance, Institute for Futures Studies in Health, Kerman University of Medical Sciences, Kerman, Iran
- Student Research Committee, School of Public Health, Kerman University of Medical Sciences, Kerman, Iran, Research Committee, Kerman, Iran
| | - Fatemeh Rezaeisharif
- Department of Biostatistics and Epidemiology, School of Public Health, Kerman University of Medical Sciences, Kerman, Iran
- Student Research Committee, School of Public Health, Kerman University of Medical Sciences, Kerman, Iran, Research Committee, Kerman, Iran
| | - Nahid Bagheri
- Department of Biostatistics and Epidemiology, School of Public Health, Kerman University of Medical Sciences, Kerman, Iran
| | - Hamideh Taheri Olyayie
- Department of Anatomy, Faculty of Medicine, Kerman University of Medical Sciences, Kerman, Iran
| | - Mohammad Sharifi
- HIV/STI Surveillance Research Center, and WHO Collaborating Center for HIV Surveillance, Institute for Futures Studies in Health, Kerman University of Medical Sciences, Kerman, Iran
| | - Hamid Sharifi
- HIV/STI Surveillance Research Center, and WHO Collaborating Center for HIV Surveillance, Institute for Futures Studies in Health, Kerman University of Medical Sciences, Kerman, Iran.
- Institute for Global Health Sciences, University of California, San Francisco, San Francisco, CA, USA.
| |
Collapse
|
2
|
Zhou Y, Zhang X, Gong J, Wang T, Gong L, Li K, Wang Y. Identifying the risk of depression in a large sample of adolescents: An artificial neural network based on random forest. J Adolesc 2024. [PMID: 38837218 DOI: 10.1002/jad.12357] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Revised: 12/19/2023] [Accepted: 05/25/2024] [Indexed: 06/07/2024]
Abstract
BACKGROUND This study aims to develop an artificial neural network (ANN) prediction model incorporating random forest (RF) screening ability for predicting the risk of depression in adolescents and identifies key risk factors to provide a new approach for primary care screening of depression among adolescents. METHODS The data were from a large cross-sectional study conducted in China from July to September 2021, enrolling 8635 adolescents aged 10-17 with their parents. We used the Patient health questionnaire (PHQ-9) to rate adolescent depression symptoms, using scales and single-item questions to collect demographic information and other variables. Initial model variables screening used the RF importance assessment, followed by building prediction model using the screened variables through the ANN. RESULTS The rate of depression symptoms in adolescents was 24.6%, and the depression risk prediction model was built based on 70% of the training set and 30% of the test set. Ten variables were included in the final prediction model with a model accuracy of 85.03%, AUC of 0.892, specificity of 89.79%, and sensitivity of 70.81%. The top 10 significant factors of depression risk were adolescent rumination, adolescent self-esteem, adolescent mobile phone addiction, peer victimization, care in parenting styles, overprotection in parenting styles, academic pressure, conflict in parent-child relationship, parental rumination, and relationship between parents. CONCLUSIONS The ANN model based on the RF effectively identifies depression risk in adolescents and provides a methodological reference for large-scale primary screening. Cross-sectional studies and single-item scales limit further improvements in model accuracy.
Collapse
Affiliation(s)
- Yue Zhou
- Department of Maternal, Child and Adolescent Health, School of Public Health, Lanzhou University, Lanzhou, Gansu, China
| | - Xuelian Zhang
- Department of Nosocomial Infection Control, Division of Medical Administration, The Third People's Hospital of Gansu Province, Lanzhou, Gansu, China
| | - Jian Gong
- Department of Maternal, Child and Adolescent Health, School of Public Health, Lanzhou University, Lanzhou, Gansu, China
| | - Tingwei Wang
- Department of Maternal, Child and Adolescent Health, School of Public Health, Lanzhou University, Lanzhou, Gansu, China
| | - Linlin Gong
- Department of Maternal, Child and Adolescent Health, School of Public Health, Lanzhou University, Lanzhou, Gansu, China
| | - Kaida Li
- School of Computer Science and Technology, East China Normal University, Shanghai, China
| | - Yanni Wang
- Department of Maternal, Child and Adolescent Health, School of Public Health, Lanzhou University, Lanzhou, Gansu, China
| |
Collapse
|
3
|
Minich M, Moreno M. Real-world adolescent smartphone use is associated with improvements in mood: An ecological momentary assessment study. PLoS One 2024; 19:e0298422. [PMID: 38809836 PMCID: PMC11135750 DOI: 10.1371/journal.pone.0298422] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Accepted: 01/24/2024] [Indexed: 05/31/2024] Open
Abstract
OBJECTIVE Rates of adolescent mood disorders and adolescent smartphone use have risen in parallel, leading some to suggest that smartphone use might have detrimental effects on adolescents' moods. Alternatively, it is possible that adolescents turn to smartphone use when experiencing negative mood. The purpose of this study was to explore the relationship between adolescent smartphone use and mood using a longitudinal methodology that measured both in real-time. METHOD This study used an Ecological Momentary Assessment (EMA) procedure completed by 253 12-17-year old participants from across the United States. Participants received short surveys delivered to their smartphones at random points throughout the day. Measures included real-time, in-situ assessments of smartphone use, current mood, and mood before smartphone use. RESULTS Based on tests of a multilevel regression model, adolescent moods were positively associated with smartphone use (β = 0.261, F(1,259.49) = 19.120, p < 0.001), and that mood was positively associated with the length of phone use sessions (length of phone use β = 0.100, F(1, 112.88) = 5.616, p = 0.020). Participants also reported significant changes in mood during phone use, such that moods before phone use were significantly lower than moods during phone use (MChange = 0.539, t(2491) = 23.174, p < 0.001). Change in mood (mood before minus mood during phone use) was positively associated with the length of smartphone use sessions (β = 0.097, F(1,122.20) = 4.178, p = 0.043), such that participants who had a higher change in mood were more likely to report a longer length of smartphone use. CONCLUSIONS Findings suggest that adolescent smartphone use is positively associated with mood. This finding may suggest that adolescents use smartphones for mood modification, which aligns with an understanding of smartphone use as potentially addictive behavior.
Collapse
Affiliation(s)
- Matt Minich
- Department of Pediatrics, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, United States of America
| | - Megan Moreno
- Department of Pediatrics, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, United States of America
| |
Collapse
|
4
|
Yun H, Choi EK. Association between smartphone overdependence and mental health in South Korean adolescents: a secondary data analysis. CHILD HEALTH NURSING RESEARCH 2024; 30:87-96. [PMID: 38712458 PMCID: PMC11082507 DOI: 10.4094/chnr.2024.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2024] [Revised: 02/14/2024] [Accepted: 03/09/2024] [Indexed: 05/08/2024] Open
Abstract
PURPOSE The rising prevalence of smartphone overdependence among adolescents and its detrimental impact on mental health have become a growing concern. This study aimed to investigate the association between smartphone overdependence and the mental health of Korean adolescents. METHODS Participants were drawn from the 16th Korea Youth Risk Behavior Web-based Survey conducted in 2020. The dependent variable as smartphone overdependence, while the main exposure of interest was mental health, encompassing generalized anxiety disorder (GAD), perceived stress, sources of perceived stress, perceived loneliness, and perceived depressive symptoms. The study employed the Rao-Scott chi-square test and multiple logistic regression using IBM SPSS version 26.0. RESULTS The participants comprised 54,948 adolescents aged 13 to 18 years. Among them, 25.1% (n=13,775) were categorized as smartphone overdependence group. Specifically, 20.3% of adolescents who reported GAD ≥10 and 22.5% of those who reported experiencing high levels of perceived loneliness were identified as smartphone overdependent. The GAD increased a risk of smartphone overdependence by 2.61 times (95% confidence interval [95% CI]: 2.46-2.77). Perceived loneliness was associated with 1.98-fold (95% CI: 1.87-2.09) increased risk of smartphone overdependence. Additionally, conflict with peers was found to increase the risk of smartphone overdependence by 4.63-fold (95% CI: 3.89-5.52), followed by conflict with parents (odds ratio [OR]: 4.52, 95% CI: 3.84-5.31), and family environment (OR: 4.52, 95% CI: 3.75-5.46). CONCLUSION The findings underscore a significant association between smartphone overdependence and mental health in Korean adolescents. Healthcare services to improve their emotional coping and interpersonal skills are necessary.
Collapse
Affiliation(s)
- Hyeseon Yun
- Doctoral Candidate, College of Nursing and Brain Korea 21 FOUR Project, Yonsei University, Seoul, Korea
| | - Eun Kyoung Choi
- Associate Professor, College of Nursing ∙ Mo-Im Kim Nursing Research Institute, Yonsei University, Seoul, Korea
| |
Collapse
|
5
|
Cilligol Karabey S, Palanci A, Turan Z. How does smartphone addiction affect the lives of adolescents socially and academically?: a systematic review study. PSYCHOL HEALTH MED 2024; 29:631-654. [PMID: 37365771 DOI: 10.1080/13548506.2023.2229241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Accepted: 06/20/2023] [Indexed: 06/28/2023]
Abstract
Today, adolescents tend to accept smartphones more quickly than adults and spend more time with these devices since they are members of the first generation born and living in environments where smartphones and the internet are common. However, when they use smartphones excessively and become addicted to smartphones, this may cause them to suffer from various psychological, emotional, and physical health problems from an early age. Therefore, this study systematically examines the articles on smartphone addiction in adolescents. For this purpose, the related articles were screened using the Web of Science database and 188 studies by the search criteria were subjected to a systematic review. In this sense, methodological tendencies, variables and main findings of the studies included in the present study were examined. This study revealed that the quantitative research method was primarily used. The studies mainly investigated smartphone use, social relations, demographic characteristics, depression, personal characteristics, and sleep variables. Moreover, the studies were primarily conducted in China, and large sample groups were preferred. The factors that triggered the smartphone addiction of adolescents were family problems, and especially females were more addicted to smartphones than males. Moreover, smartphone addiction causes depressive symptoms, sleep problems, and decreased academic achievement in adolescents. Finally, various suggestions were presented based on the findings of this study.
Collapse
Affiliation(s)
| | - Abdulkadir Palanci
- Department of Computer Education & Instructional Technology, Faculty of Education, Ataturk University, Erzurum, Turkey
| | - Zeynep Turan
- Department of Computer Education & Instructional Technology, Faculty of Education, Ataturk University, Erzurum, Turkey
| |
Collapse
|
6
|
Guo S, Zhu W, Yu L, Jie L, Tian D, Zhao T, Zhao B, Zhang B. The potential causal relationship between various lifestyles and depression: a univariable and multivariable Mendelian randomization study. Front Psychiatry 2024; 15:1343132. [PMID: 38487581 PMCID: PMC10937522 DOI: 10.3389/fpsyt.2024.1343132] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Accepted: 02/12/2024] [Indexed: 03/17/2024] Open
Abstract
Background Previous studies have shown that lifestyle was associated with depression. Thus, the aim of this study was to examine the causality between multiple lifestyles and depression by Mendelian randomization (MR) analysis. Methods The single-nucleotide polymorphisms (SNPs) of depression, alcoholic drinks per week, sleeplessness or insomnia, body mass index (BMI), mood swings, weekly usage of mobile phone in the last 3 months, beef intake, cooked vegetable intake, and "smoking status: never" were acquired from the Integrative Epidemiology Unit Open genome-wide association study database. Causal effects of eight exposure factors and depression were investigated using MR-Egger, weighted median, inverse variance weighted (IVW), simple mode, and weighted mode, and results were primarily referred to IVW. Subsequently, univariable MR (UVMR) analysis was performed on eight exposure factors and depression, separately. In addition, sensitivity analysis, including heterogeneity test, horizontal pleiotropy, and leave-one-out (LOO) methods, was conducted to evaluate the stability of MR results. Furthermore, multivariable MR (MVMR) analysis was carried out. Results UVMR analysis revealed that all eight exposure factors were causally associated with depression; alcoholic drinks per week, sleeplessness or insomnia, BMI, mood swings, weekly usage of mobile phone in the last 3 months, and cooked vegetable intake were risk factors, and beef intake and "smoking status: never" were protection factors. Heterogeneity tests revealed no heterogeneity for alcoholic drinks per week, sleeplessness or insomnia, mood swings, weekly usage of mobile phone in the last 3 months, and cooked vegetable intake. Meanwhile, there was no horizontal pleiotropy in UVMR, and LOO analysis verified that univariable analysis results were reliable. Moreover, MVMR analysis indicated that mood swings and weekly usage of mobile phone in the last 3 months were risk factors, and beef intake was a protection factor for depression when multiple factors occurred at the same time. Conclusion Alcoholic drinks per week, sleeplessness or insomnia, BMI, mood swings, weekly usage of mobile phone in the last 3 months, and cooked vegetable intake were risk factors, and beef intake and "smoking status: never" were protection factors. In addition, mood swings, weekly usage of mobile phone in the last 3 months, and beef intake had a direct effect on depression when multiple factors occurred simultaneously.
Collapse
Affiliation(s)
- Shaobo Guo
- The Affiliated Hospital of Nanjing University of Chinese Medicine, Department of Geriatrics, Nanjing, China
- Key Laboratory for Metabolic Diseases in Chinese Medicine, First College of Clinical Medicine, Nanjing University of Chinese Medicine, Nanjing, China
- Jiangsu Province Hospital of Chinese Medicine, Department of Geriatrics, Nanjing, China
| | - Wenhui Zhu
- The Affiliated Hospital of Nanjing University of Chinese Medicine, Department of Geriatrics, Nanjing, China
- Key Laboratory for Metabolic Diseases in Chinese Medicine, First College of Clinical Medicine, Nanjing University of Chinese Medicine, Nanjing, China
- Jiangsu Province Hospital of Chinese Medicine, Department of Geriatrics, Nanjing, China
| | - Likai Yu
- The Affiliated Hospital of Nanjing University of Chinese Medicine, Department of Geriatrics, Nanjing, China
- Key Laboratory for Metabolic Diseases in Chinese Medicine, First College of Clinical Medicine, Nanjing University of Chinese Medicine, Nanjing, China
- Jiangsu Province Hospital of Chinese Medicine, Department of Geriatrics, Nanjing, China
- The Affiliated Hospital of Nanjing University of Chinese Medicine, Department of Orthopedics, Nanjing, China
| | - Lishi Jie
- The Affiliated Hospital of Nanjing University of Chinese Medicine, Department of Geriatrics, Nanjing, China
- Key Laboratory for Metabolic Diseases in Chinese Medicine, First College of Clinical Medicine, Nanjing University of Chinese Medicine, Nanjing, China
- Jiangsu Province Hospital of Chinese Medicine, Department of Geriatrics, Nanjing, China
- The Affiliated Hospital of Nanjing University of Chinese Medicine, Department of Orthopedics, Nanjing, China
| | - Di Tian
- The Affiliated Hospital of Nanjing University of Chinese Medicine, Department of Geriatrics, Nanjing, China
- Key Laboratory for Metabolic Diseases in Chinese Medicine, First College of Clinical Medicine, Nanjing University of Chinese Medicine, Nanjing, China
- Jiangsu Province Hospital of Chinese Medicine, Department of Geriatrics, Nanjing, China
- The Affiliated Hospital of Nanjing University of Chinese Medicine, Department of Orthopedics, Nanjing, China
| | - Tianci Zhao
- The Affiliated Hospital of Nanjing University of Chinese Medicine, Department of Geriatrics, Nanjing, China
- Jiangsu Province Hospital of Chinese Medicine, Department of Geriatrics, Nanjing, China
| | - Biqing Zhao
- The Affiliated Hospital of Nanjing University of Chinese Medicine, Department of Geriatrics, Nanjing, China
- Jiangsu Province Hospital of Chinese Medicine, Department of Geriatrics, Nanjing, China
| | - Biao Zhang
- The Affiliated Hospital of Nanjing University of Chinese Medicine, Department of Geriatrics, Nanjing, China
- Jiangsu Province Hospital of Chinese Medicine, Department of Geriatrics, Nanjing, China
| |
Collapse
|
7
|
Zhao Z, Kou Y. Effect of short video addiction on the sleep quality of college students: chain intermediary effects of physical activity and procrastination behavior. Front Psychol 2024; 14:1287735. [PMID: 38274685 PMCID: PMC10808398 DOI: 10.3389/fpsyg.2023.1287735] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2023] [Accepted: 12/26/2023] [Indexed: 01/27/2024] Open
Abstract
Introduction The purpose of this study was to examine the impact of short video addiction on college students' sleep quality and to elucidate the mechanism underlying this relationship. Thus, we examined the correlation between short video addiction and sleep quality and analyzed the roles of physical activity and procrastination. Methods The Short Video Addiction Scale, Pittsburgh Sleep Quality Index, Aitken Procrastination Inventory, and Physical Activity Rating Scale were administered to 337 college students. Data were analyzed using SPSS 27.0. Pearson's correlation analysis and mediation analysis using the bootstrapping test were performed for the standard method bias test. Results (1) Overall, 25.2% of college students had problems with sleep quality (indicated by a PSQI score ≥ 8). (2) Short video addiction score is positively correlated with college students' sleep quality score; procrastination score was positively associated with both short video addiction score and sleep quality score, and physical activity score was negatively associated with them. (3) Short video addiction significantly positive predicted sleep quality (β = 0.458, P < 0.001), a significant negative predictive effect on physical exercise (β = -0.183, P < 0.001), and a significant positive effect on procrastination behavior (β = 0.246, P < 0.001). After physical exercise and procrastination behavior were entered into the regression equation, short video addiction and procrastination were significantly positive predictors of sleep quality, and physical activity was significantly negative predictor of sleep quality. (4) After accounting for the variables of age, gender, and grade, physical activity and procrastination behaviors independently mediated the association between short-video addiction and sleep quality. Physical activity and procrastination behavior acted as chain mediators in the association between short video addiction and sleep quality, with a chain mediation effect percentage of 1.04%. Short video addiction directly affects college students' sleep quality, indirectly through physical activity and procrastination behavior.
Collapse
Affiliation(s)
- Zhe Zhao
- Department of Physical Education, Kunsan National University, Gunsan, Republic of Korea
| | - Yali Kou
- School of Marxism, Shangqiu Normal University, Shangqiu, Henan, China
| |
Collapse
|
8
|
Kim I, Ahn H. The Longitudinal Mediating Effect of Smartphone Dependency on the Relationship between Exercise Time and Subjective Happiness in Adolescents. Healthcare (Basel) 2023; 11:2997. [PMID: 37998489 PMCID: PMC10671334 DOI: 10.3390/healthcare11222997] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Revised: 11/13/2023] [Accepted: 11/18/2023] [Indexed: 11/25/2023] Open
Abstract
The phenomenon of adolescents engaging in less physical activity as they age raises several concerns. Among these, we hypothesized that this trend may negatively impact their mental health and smartphone dependency. Thus, the aim of this study was to longitudinally examine the mediating effect of smartphone dependency in the relationship between adolescents' exercise time and subjective well-being. For analysis, publicly available data from the 2018 Korean Children and Youth Panel Survey were utilized, with a total of 2,242 participants' data included in the analysis. Latent growth modeling results revealed a significant linear decrease in adolescents' exercise time and subjective well-being each year, while smartphone dependency exhibited an increasing trend. Furthermore, the significance tests of indirect effects indicated that the mediating effect of the changing trend in smartphone dependency between the changing trends in exercise time and subjective happiness in adolescents was statistically significant. These findings suggest that as grade levels increase, reducing exercise time can lead to higher smartphone dependency among adolescents, ultimately resulting in decreased subjective well-being.
Collapse
Affiliation(s)
- Inwoo Kim
- Department of Sports Culture, College of the Arts, Dongguk University, Seoul 04620, Republic of Korea;
| | - Hyoyeon Ahn
- Department of Physical Education, College of Education, Seoul National University, Seoul 08826, Republic of Korea
| |
Collapse
|
9
|
Yang Q, Wang H, Wu H, Li W, Zhang Y, Yao Y, Yuan X, Chen C, Wang Y, Zhong Y, Wang W, Zhang M, Yang Y, Liu H, Zhang K. Effect of online game policy on smartphone game play time, addiction, and emotion in rural adolescents of China. BMC Psychiatry 2023; 23:814. [PMID: 37940898 PMCID: PMC10631055 DOI: 10.1186/s12888-023-05325-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Accepted: 10/30/2023] [Indexed: 11/10/2023] Open
Abstract
BACKGROUND Smartphone game addiction has emerged as a major public health problem in China and worldwide. In November 2019 and August 2021, the National Press and Publication Administration of China implemented two increasingly strict policies, as a means of preventing smartphone game addiction in adolescents aged 18 or below. This study aimed to analyze the effect of the policies on smartphone game play time, addiction, and emotion among rural adolescents in China. METHODS We sent the questionnaire to rural adolescents through the online survey tool Questionnaire Star, a professional online survey evaluation platform. The questionnaire included demographic data, smartphone use survey, smartphone game addiction and emotion evaluation scales. The Smartphone Addiction Scale-Short Version (SAS-SV) measured adolescents' smartphone game addiction. The Short Version of UPPS-P Impulsive Behavior Scale (SUPPS-P) and Social Anxiety Scale for Children (SASC) measured emotion. According to SAS-SV score, the enrolled rural adolescents were divided into addiction group and non-addiction group. The t-test, Chi-square test, and repeated measure ANOVA assessed the effect of the policies on adolescents' smartphone game addiction and emotion. RESULTS Among enrolled 459 rural adolescents with a mean age of 14.36 ± 1.37years, 151 (32.90%) were in the addiction group and 308 (67.10%) were in the non-addiction group. Adolescents in the addiction group were older, more male, and higher grade. There were time and group effects between the two groups in playtime. After a year of policies implementation, the weekly game time dropped from 3.52 ± 1.89 h to 2.63 ± 1.93 h in the addiction group and from 2.71 ± 1.75 h to 2.36 ± 1.73 h in the non-addiction group. There were also time and group effects in SAS-SV and SASC scores, but not for SUPPS-P score. In the addiction group, the SAS-SV score dropped from 41.44 ± 7.45 to 29.58 ± 12.43, which was below the cut-off value for addiction, and the level of social anxiety was consistently higher than non-addiction group. CONCLUSIONS The playtime of rural adolescents spent on smartphone games has decreased significantly due to the restriction of the policies rather than the lack of addiction or social anxiety. The policies had practically significant effects in reducing smartphone game play time for rural adolescents in China.
Collapse
Affiliation(s)
- Qiongyao Yang
- Department of Psychiatry, Chaohu Hospital of Anhui Medical University, Hefei, 238000, China
- Anhui Psychiatric Center, Anhui Medical University, Hefei, China
- School of Mental Health and Psychological Sciences, Anhui Medical University, Hefei, China
| | - Han Wang
- Department of Psychiatry, Chaohu Hospital of Anhui Medical University, Hefei, 238000, China
- Anhui Psychiatric Center, Anhui Medical University, Hefei, China
- Department of Psychiatry, The Fourth People's Hospital of Maanshan, Maanshan, China
| | - Hongye Wu
- Department of Psychiatry, Chaohu Hospital of Anhui Medical University, Hefei, 238000, China
- Anhui Psychiatric Center, Anhui Medical University, Hefei, China
| | - Wei Li
- Department of Psychiatry, Chaohu Hospital of Anhui Medical University, Hefei, 238000, China
- Anhui Psychiatric Center, Anhui Medical University, Hefei, China
| | - Yueyue Zhang
- School of Mental Health and Psychological Sciences, Anhui Medical University, Hefei, China
| | - Yitan Yao
- Department of Psychiatry, Chaohu Hospital of Anhui Medical University, Hefei, 238000, China
- Anhui Psychiatric Center, Anhui Medical University, Hefei, China
- School of Mental Health and Psychological Sciences, Anhui Medical University, Hefei, China
| | - Xiaoping Yuan
- Department of Psychiatry, Chaohu Hospital of Anhui Medical University, Hefei, 238000, China
- Anhui Psychiatric Center, Anhui Medical University, Hefei, China
| | - Chuanchuan Chen
- Department of Psychiatry, Chaohu Hospital of Anhui Medical University, Hefei, 238000, China
- Anhui Psychiatric Center, Anhui Medical University, Hefei, China
- School of Mental Health and Psychological Sciences, Anhui Medical University, Hefei, China
| | - Yue Wang
- Department of Psychiatry, Chaohu Hospital of Anhui Medical University, Hefei, 238000, China
- Anhui Psychiatric Center, Anhui Medical University, Hefei, China
- School of Mental Health and Psychological Sciences, Anhui Medical University, Hefei, China
| | - Yongjie Zhong
- Department of Psychiatry, Chaohu Hospital of Anhui Medical University, Hefei, 238000, China
- Anhui Psychiatric Center, Anhui Medical University, Hefei, China
- School of Mental Health and Psychological Sciences, Anhui Medical University, Hefei, China
| | - Wenhui Wang
- Department of Psychiatry, Chaohu Hospital of Anhui Medical University, Hefei, 238000, China
- Anhui Psychiatric Center, Anhui Medical University, Hefei, China
- School of Mental Health and Psychological Sciences, Anhui Medical University, Hefei, China
| | - Miaomiao Zhang
- Department of Psychiatry, Chaohu Hospital of Anhui Medical University, Hefei, 238000, China
- Anhui Psychiatric Center, Anhui Medical University, Hefei, China
- School of Mental Health and Psychological Sciences, Anhui Medical University, Hefei, China
| | - Yating Yang
- Department of Psychiatry, Chaohu Hospital of Anhui Medical University, Hefei, 238000, China
- Anhui Psychiatric Center, Anhui Medical University, Hefei, China
- School of Mental Health and Psychological Sciences, Anhui Medical University, Hefei, China
| | - Huanzhong Liu
- Department of Psychiatry, Chaohu Hospital of Anhui Medical University, Hefei, 238000, China
- Anhui Psychiatric Center, Anhui Medical University, Hefei, China
| | - Kai Zhang
- Department of Psychiatry, Chaohu Hospital of Anhui Medical University, Hefei, 238000, China.
- Anhui Psychiatric Center, Anhui Medical University, Hefei, China.
| |
Collapse
|
10
|
Minich M, Zhao Q, Eickhoff J, Moreno MA. In the Mood for Music: Listening to Music and Other Smartphone Uses Improve Adolescent Mood. CYBERPSYCHOLOGY, BEHAVIOR AND SOCIAL NETWORKING 2023; 26:869-873. [PMID: 37428511 DOI: 10.1089/cyber.2022.0344] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/11/2023]
Abstract
Rates of adolescent mood disorders and adolescent smartphone use have risen in parallel, leading some to suggest that smartphone use might have detrimental effects on adolescents' moods. Alternatively, it is possible that adolescents turn to smartphone use when experiencing negative mood. Past experimental study suggests that certain smartphone activities can reduce adolescents' negative moods or induce more positive moods, but little is known about the effects of real-world smartphone use, which can involve many different activities. A sample of N = 253 adolescents participated in an Ecological Momentary Assessment (EMA) procedure, which assessed which smartphone activities they were engaged in at random moments throughout the day. This procedure also prompted adolescents to rate their moods before and during smartphone use. Adolescents reported mood improvements during almost all smartphone activities and did not report that moods became more negative during any smartphone activity. Mood improvements were the largest when adolescents said they were listening to music, podcasts, or audiobooks. This may suggest some adolescent smartphone use is driven by a desire to alleviate negative mood.
Collapse
Affiliation(s)
- Matt Minich
- School of Journalism and Mass Communication, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Qianqian Zhao
- Department of Biostatistics and Medical Informatics, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Jens Eickhoff
- Department of Biostatistics and Medical Informatics, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Megan A Moreno
- Department of Pediatrics, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin, USA
| |
Collapse
|
11
|
Zhu L, Hou J, Zhou B, Xiao X, Wang J, Jia W. Physical activity, problematic smartphone use, and burnout among Chinese college students. PeerJ 2023; 11:e16270. [PMID: 37842034 PMCID: PMC10576493 DOI: 10.7717/peerj.16270] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Accepted: 09/19/2023] [Indexed: 10/17/2023] Open
Abstract
The aim of this study was to investigate the association between physical activity (PA), problematic smartphone use (PSU), and burnout, as well as to identify whether there is a mediating role for PSU. We recruited 823 college students (Mage = 18.55, SD = 0.83) from Wuhan, China, in December 2022, including 499 males and 324 females. Demographic information, the International Physical Activity Questionnaire-Short Form (IPAQ-SF), the Smartphone Addiction Scale-Short Version (SAS-SV), and the Maslach Burnout Inventory-Student Survey (MBI-SS) were used for assessments. Pearson correlation analysis showed that PA was significantly associated with PSU (r = -0.151, p < 0.001), PSU was significantly associated with burnout (r = 0.421, p < 0.001), and the association between PA and burnout was not statistically significant (r = -0.046, p > 0.05). The results of the mediation model test showed that PA could not predict burnout directly; it instead predicted burnout entirely indirectly through PSU. Furthermore, PSU mediated the predictive effect of PA on exhaustion and cynicism. In conclusion, there is no direct connection between PA levels and burnout. PA indirectly affects burnout through PSU, but does not fully apply to the three different dimensions of exhaustion, cynicism, and professional efficacy.
Collapse
Affiliation(s)
- Lianghao Zhu
- School of Physical Education, Hubei Business College, Wuhan, China
| | - Junli Hou
- School of Physical Education, Hubei Business College, Wuhan, China
| | - Bojun Zhou
- School of Kinesiology, Beijing Sport University, Beijing, China
| | - Xi Xiao
- School of Physical Education, Hubei Business College, Wuhan, China
| | - Jingqiang Wang
- School of Physical Education, Hubei Business College, Wuhan, China
| | - Wanping Jia
- Center for International Education, Philippine Christian University, Manila, Philippines
| |
Collapse
|
12
|
Brailovskaia J, Margraf J. Physical activity mediates the relationship between depressive symptoms and problematic smartphone use (PSU) in Germany. JOURNAL OF AFFECTIVE DISORDERS REPORTS 2023. [DOI: 10.1016/j.jadr.2023.100505] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/22/2023] Open
|
13
|
Yang CC, Ariati J, Pham T, Smith C. Motives for digital social multitasking (DSMT) and problematic phone use among adolescents. J Adolesc 2023. [PMID: 36793203 DOI: 10.1002/jad.12155] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Revised: 12/21/2022] [Accepted: 02/02/2023] [Indexed: 02/17/2023]
Abstract
INTRODUCTION Phone use during face-to-face interactions (i.e., digital social multitasking [DSMT]) is a growing activity among adolescents. DSMT appears to be a risk factor for problematic phone use, but little is known about why adolescents engage in DSMT and how different motives of DSMT would be associated with problematic phone use. Drawing on the framework of DSMT and the uses and gratifications theory, this study explored (1) the motives of adolescent DSMT and (2) the direct and indirect relationships between DSMT motives and problematic phone use via the level and perception of DSMT. METHOD The study involved survey data from 517 adolescents in the United States recruited through the Qualtrics panels (Mage = 14.83, SD = 1.93) in the fall of 2020. The sample's gender and racial/ethnic distributions were nationally representative. RESULTS We developed a scale measuring adolescent DSMT motives, which showed that adolescents engaged in DSMT because of enjoyment and connection, boredom, information, and habitual use. The motive of habitual use was associated with problematic phone use both directly and indirectly via level of DSMT and perceived distraction caused by DSMT. The information motive was directly associated with problematic phone use, while the boredom motive was indirectly associated with problematic phone use via perceived distraction. Conversely, the motive of enjoyment and connection was related to lower problematic phone use both directly and indirectly via lower perceived distraction. CONCLUSION The study identifies DSMT-related risk and protective factors for problematic phone use. The findings should help adults recognize adaptive versus maladaptive forms of DSMT among adolescents and develop proper guidance and intervention.
Collapse
Affiliation(s)
- Chia-Chen Yang
- School of Educational Foundations, Leadership and Aviation, Oklahoma State University, Stillwater, Oklahoma, USA
| | - Jati Ariati
- School of Educational Foundations, Leadership and Aviation, Oklahoma State University, Stillwater, Oklahoma, USA.,Faculty of Psychology, Universitas Diponegoro, Semarang, Indonesia
| | - Thomas Pham
- School of Educational Foundations, Leadership and Aviation, Oklahoma State University, Stillwater, Oklahoma, USA
| | - Christina Smith
- School of Educational Foundations, Leadership and Aviation, Oklahoma State University, Stillwater, Oklahoma, USA
| |
Collapse
|
14
|
Precht LM, Mertens F, Brickau DS, Kramm RJ, Margraf J, Stirnberg J, Brailovskaia J. Engaging in physical activity instead of (over)using the smartphone: An experimental investigation of lifestyle interventions to prevent problematic smartphone use and to promote mental health. ZEITSCHRIFT FUR GESUNDHEITSWISSENSCHAFTEN = JOURNAL OF PUBLIC HEALTH 2023:1-19. [PMID: 36785655 PMCID: PMC9909154 DOI: 10.1007/s10389-023-01832-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Accepted: 01/15/2023] [Indexed: 02/11/2023]
Abstract
Aim Tendencies of problematic smartphone use (PSU) have risen during the past decade. As PSU is consistently linked to mental health issues, measures to prevent its appearance and to promote mental health are urgently required. Subject and Methods The present study investigated the impact of three interventions on health behavior, PSU, positive mental health (PMH), and depression and anxiety symptoms. Overall, 503 persons from Germany (M age = 29.19, SD age = 10.51, range: 18-79) participated in the study. Over 14 days, the three experimental groups (a) reduced their daily smartphone use time by 60 minutes, (b) increased their daily level of physical activity by 30 minutes, and (c) combined both measures. The control group continued its behavior as usual. Outcomes were assessed via online surveys at five measurement time points (baseline, intermediate, post-intervention, and 1 and 3 months after the intervention). Results All interventions resulted in a significant increase in weekly physical activity and in reduced symptoms of PSU, depression, and anxiety. Furthermore, the smartphone reduction and the combination of both measures contributed to a significant reduction of participants' daily smartphone use and higher levels of PMH. The effects of the reduction of smartphone use time and its combination with increased physical activity were more stable in the longer term than the increase in physical activity only. Conclusion Combined with an increase in physical activity, the reduction of smartphone use time could serve as an efficient and cost-effective measure for the prevention of PSU and the promotion of mental health.
Collapse
Affiliation(s)
- Lena-Marie Precht
- Mental Health Research and Treatment Center, Department of Clinical Psychology and Psychotherapy, Ruhr-Universität Bochum, Massenbergstr. 9-13, 44787 Bochum, Germany
| | - Franziska Mertens
- Mental Health Research and Treatment Center, Department of Clinical Psychology and Psychotherapy, Ruhr-Universität Bochum, Massenbergstr. 9-13, 44787 Bochum, Germany
| | - Debora S. Brickau
- Mental Health Research and Treatment Center, Department of Clinical Psychology and Psychotherapy, Ruhr-Universität Bochum, Massenbergstr. 9-13, 44787 Bochum, Germany
| | - Romy J. Kramm
- Mental Health Research and Treatment Center, Department of Clinical Psychology and Psychotherapy, Ruhr-Universität Bochum, Massenbergstr. 9-13, 44787 Bochum, Germany
| | - Jürgen Margraf
- Mental Health Research and Treatment Center, Department of Clinical Psychology and Psychotherapy, Ruhr-Universität Bochum, Massenbergstr. 9-13, 44787 Bochum, Germany
| | - Jan Stirnberg
- Mental Health Research and Treatment Center, Department of Clinical Psychology and Psychotherapy, Ruhr-Universität Bochum, Massenbergstr. 9-13, 44787 Bochum, Germany
| | - Julia Brailovskaia
- Mental Health Research and Treatment Center, Department of Clinical Psychology and Psychotherapy, Ruhr-Universität Bochum, Massenbergstr. 9-13, 44787 Bochum, Germany
| |
Collapse
|
15
|
Karakose T, Yıldırım B, Tülübaş T, Kardas A. A comprehensive review on emerging trends in the dynamic evolution of digital addiction and depression. Front Psychol 2023; 14:1126815. [PMID: 36844332 PMCID: PMC9944096 DOI: 10.3389/fpsyg.2023.1126815] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2022] [Accepted: 01/19/2023] [Indexed: 02/11/2023] Open
Abstract
Introduction Using digital addiction as an umbrella term to cover any type of addictions to digital technologies such as the internet, smartphones, social media, or video games, the current study aimed to reveal the intellectual structure and evolution of research addressing digital addiction-depression relationship. Methods The study combined bibliometric and science mapping analysis methods for this purpose. Data for the study was gathered from Web of Science Core Collection after a comprehensive process of data search/extraction, and 241 articles were included in the final data set. A period-based, comparative science mapping analysis was performed using the SciMAT software. Results The analysis of data over three periods, Period 1 (1983-2016), Period 2 (2017-2019), and Period 3 (2020-2022) showed that internet addiction was the most significant theme across all three periods, which was followed by social media addiction. Depression, which emerged as a significant theme during Period 1, was later covered under anxiety disorder theme. Research interest was mostly on factors related to both addiction and depression such as cognitive distortion, insomnia, loneliness, self-esteem, social support, alexithymia, as well as cybervictimization or academic performance. Discussion The results suggested that much research is warranted on the digital addiction-depression relationship in different age cohorts, especially children and elderly. Similarly, the current analysis showed that this line of research particularly focused on internet, gaming and social media addiction, and evidence with regard to other types of digital addiction or related compulsive behaviors was almost absent. In addition, research was mostly inclined to understanding cause-effect relationships, which is significant, but preventive strategies seemed to be barely addressed. Likewise, the smartphone addiction-depression relationship arguably garnered less research interest, so future research would contribute to the field in this respect.
Collapse
Affiliation(s)
- Turgut Karakose
- Department of Education, Kutahya Dumlupınar University, Kutahya, Türkiye,*Correspondence: Turgut Karakose, ✉
| | - Bilal Yıldırım
- Department of Education, Istanbul Sabahattin Zaim University, Istanbul, Türkiye
| | - Tijen Tülübaş
- Department of Education, Kutahya Dumlupınar University, Kutahya, Türkiye
| | - Abdurrahman Kardas
- District Director of National Education, Ministry of National Education, Siirt, Türkiye
| |
Collapse
|
16
|
Geballa-Koukoula A, Ross G, Bosman A, Zhao Y, Zhou H, Nielen M, Rafferty K, Elliott C, Salentijn G. Best practices and current implementation of emerging smartphone-based (bio)sensors - Part 2: Development, validation, and social impact. Trends Analyt Chem 2023. [DOI: 10.1016/j.trac.2023.116986] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/21/2023]
|
17
|
Eeftens M, Shen C, Sönksen J, Schmutz C, van Wel L, Liorni I, Vermeulen R, Cardis E, Wiart J, Toledano M, Röösli M. Modelling of daily radiofrequency electromagnetic field dose for a prospective adolescent cohort. ENVIRONMENT INTERNATIONAL 2023; 172:107737. [PMID: 36709672 DOI: 10.1016/j.envint.2023.107737] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Revised: 12/23/2022] [Accepted: 01/04/2023] [Indexed: 06/18/2023]
Abstract
INTRODUCTION Radiofrequency electromagnetic fields originate from a variety of wireless communication sources operating near and far from the body, making it challenging to quantify daily absorbed dose. In the framework of the prospective cohort SCAMP (Study of Cognition, Adolescents and Mobile Phones), we aimed to characterize RF-EMF dose over a 2-year period. METHODS The SCAMP cohort included 6605 children from greater London, UK at baseline (age 12.1 years; 2014-2016) and 5194 at follow-up (age 14.2; 2016-2018). We estimated the daily dose of RF-EMF to eight tissues including the whole body and whole brain, using dosimetric algorithms for the specific absorption rate transfer into the body. We considered RF-EMF dose from 12 common usage scenarios such as mobile phone calls or data transmission. We evaluated the association between sociodemographic factors (gender, ethnicity, phone ownership and socio-economic status), and the dose change between baseline and follow-up. RESULTS Whole body dose was estimated at an average of 170 mJ/kg/day at baseline and 178 mJ/kg/day at follow-up. Among the eight tissues considered, the right temporal lobe received the highest daily dose (baseline 1150 mJ/kg/day, follow-up 1520 mJ/kg/day). Estimated daily dose [mJ/kg/day] increased between baseline and follow-up for head and brain related tissues, but remained stable for the whole body and heart. Doses estimated at baseline and follow-up showed low correlation among the 3384 children who completed both assessments. Asian ethnicity (compared to white) and owning a bar phone or no phone (as opposed to a smartphone) were associated with lower estimated whole-body and whole-brain RF-EMF dose, while black ethnicity, a moderate/low socio-economic status (compared to high), and increasing age (at baseline) were associated with higher estimated RF-EMF dose. CONCLUSION This study describes the first longitudinal exposure assessment for children in a critical period of development. Dose estimations will be used in further epidemiological analyses for the SCAMP study.
Collapse
Affiliation(s)
- Marloes Eeftens
- Swiss Tropical and Public Health Institute, Allschwil, Switzerland; University of Basel, Basel, Switzerland.
| | - Chen Shen
- MRC Centre for Environment and Health, Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, W2 1PG, United Kingdom; National Institute for Health Research Health Protection Research Units in Environmental Exposures and Health & Chemical and Radiation Threats and Hazards, in partnership with UK Health Security Agency, Imperial College London, W2 1PG, United Kingdom
| | - Jana Sönksen
- Swiss Tropical and Public Health Institute, Allschwil, Switzerland; University of Basel, Basel, Switzerland
| | - Claudia Schmutz
- Swiss Tropical and Public Health Institute, Allschwil, Switzerland; University of Basel, Basel, Switzerland
| | - Luuk van Wel
- Institute for Risk Assessment Sciences (IRAS), Utrecht University, Utrecht, the Netherlands
| | - Ilaria Liorni
- Foundation for Research on Information Technologies in Society (IT'IS Foundation), Zurich, Switzerland
| | - Roel Vermeulen
- Institute for Risk Assessment Sciences (IRAS), Utrecht University, Utrecht, the Netherlands; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, Netherlands
| | - Elisabeth Cardis
- Barcelona Institute for Global Health (ISGlobal), Barcelona, Spain; Universitat Pompeu Fabra (UPF), Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
| | - Joe Wiart
- Chair C2M, LTCI Télecom ParisTech, Université Paris Saclay, 46 rue Barrault, 75013 Paris, France
| | - Mireille Toledano
- MRC Centre for Environment and Health, Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, W2 1PG, United Kingdom; National Institute for Health Research Health Protection Research Units in Environmental Exposures and Health & Chemical and Radiation Threats and Hazards, in partnership with UK Health Security Agency, Imperial College London, W2 1PG, United Kingdom; Mohn Centre for Children's Health and Wellbeing, School of Public Health, Imperial College London, W2 1PG, United Kingdom
| | - Martin Röösli
- Swiss Tropical and Public Health Institute, Allschwil, Switzerland; University of Basel, Basel, Switzerland
| |
Collapse
|
18
|
Torkamani MH, Mokhtarinia HR, Vahedi M, Gabel CP. Relationships between cervical sagittal posture, muscle endurance, joint position sense, range of motion and level of smartphone addiction. BMC Musculoskelet Disord 2023; 24:61. [PMID: 36690958 PMCID: PMC9869316 DOI: 10.1186/s12891-023-06168-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Accepted: 01/16/2023] [Indexed: 01/24/2023] Open
Abstract
BACKGROUND Frequent smartphone use in a pathological way forces the user to adopt a compromised posture. This gradually results in changes to both the postural and musculoskeletal systems. This study's objectives were evaluation of head posture, muscle endurance, neck range of motion (ROM) and joint position sense in two separate smartphone user groups, one 'Addicted', the other 'Non-Addicted'. METHODS A sample of convenience (n = 60) was recruited from medical students (age 24.57 ± 4.38, 53.3% male) with a history of smartphones use > 2 h/day for 1-year. Based on the cut-off values of the smartphone addiction scale-short version (SAS-SV), participants were entered into each group (cut-off for male ≥ 31, female ≥ 33). Neck muscle endurance time, joint position error and cervical ROM, along with forward head posture parameters of craniovertebral angle (CVA), shoulder angle (SA), sagittal head angle (SHA) and forward head distance (FHD)) were evaluated. A Mann-Whitney test and Spearman correlation coefficient were used to determine the difference between groups and the correlations between variables. RESULTS The difference between 'Addicted' and 'Non-Addicted' groups was confirmed by the values for SAS-SV scores (25.23 ± 5.5 versus 43.9 ± 6.61) (p < 0.001). There were statistically significant differences between groups for the CVA and FHD parameters (p < 0.001). Further, the neck extensor muscle endurance (97 ± 3.79 versus 74.86 ± 2.23 s), was significantly different between groups (p = 0.010) but not after Bonferroni correction. There was no notable difference in the neck flexor muscle endurance, joint position error, SA, and SHA parameters between groups (p > 0.05). CONCLUSIONS There is a positive correlation between smartphone addiction and both decreased extensor muscle endurance and changes in neck postural alignment.
Collapse
Affiliation(s)
- Maryam Heidary Torkamani
- grid.472458.80000 0004 0612 774XDepartment of Ergonomics, University of Social Welfare and Rehabilitation Sciences, Kodakyar Ave.Daneshjo Blvd, Evin, Tehran, 1985713834 PC Iran
| | - Hamid Reza Mokhtarinia
- grid.472458.80000 0004 0612 774XDepartment of Ergonomics, University of Social Welfare and Rehabilitation Sciences, Kodakyar Ave.Daneshjo Blvd, Evin, Tehran, 1985713834 PC Iran
| | - Mohsen Vahedi
- grid.472458.80000 0004 0612 774XDepartment of Biostatistics and Epidemiology, University of Social Welfare and Rehabilitation Science, Tehran, Iran
| | | |
Collapse
|
19
|
Lu T, Wang C, Chen H, Tao B, Jiang Y, Sui H, Yan J. Relationship between university students' physical activity and mobile phone dependence: Mediating effect of subjective well-being and moderating effect of psychological capital. Front Psychol 2022; 13:983487. [PMID: 36643699 PMCID: PMC9835677 DOI: 10.3389/fpsyg.2022.983487] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2022] [Accepted: 11/28/2022] [Indexed: 12/31/2022] Open
Abstract
Background With the ongoing development of the information society, the Internet and smartphones have become an essential way of life, but also fostered the problem of mobile phone dependence. Physical activity and subjective well-being have both been shown to correlate with mobile phone dependence, but the impact of subjective well-being on the relationship between physical activity and mobile phone dependence is not fully understood. This study investigates subjective well-being as a potential mediating variable in the relationship. It also investigates whether psychological capital moderates the association between subjective well-being and mobile phone dependence. Methods A total of 9,569 students from 38 universities in Jiangsu Province were selected. Participants were surveyed via the online questionnaire distribution platform Questionnaire Star. Common method bias test and Pearson correlation tests were used to analyze the study indicators, and the theoretical model for this study was validated using Process plug-in developed by Hayes and set at p < 0.05 (two- tail) as statistically significant. Results The levels of physical activity, subjective well-being, and psychological capital were all significantly higher for male students than female students. However, female students had a significantly higher level of mobile phone dependence. As predicted, there was a direct negative correlation between physical activity and mobile phone dependence, and subjective well-being mediated that relationship. Psychological capital moderated the relationship between subjective well-being and mobile phone dependence. It also positively moderated the indirect effect between physical activity and mobile phone dependence via subjective well-being.
Collapse
|
20
|
Mavragani A, Eysenbach G, Yip J, Shi Q, Peng L, Lei QE, Ren Z. The Relationship Between Physical Activity and Mobile Phone Addiction Among Adolescents and Young Adults: Systematic Review and Meta-analysis of Observational Studies. JMIR Public Health Surveill 2022; 8:e41606. [PMID: 36515994 PMCID: PMC9798266 DOI: 10.2196/41606] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Revised: 10/07/2022] [Accepted: 10/17/2022] [Indexed: 11/06/2022] Open
Abstract
BACKGROUND Previous studies have reported a potential negative correlation between physical activity (PA) and mobile phone addiction (MPA) among adolescents and young adults. To date, the strength of this correlation has not been well characterized. OBJECTIVE This review and meta-analysis aimed to synthesize available empirical studies to examine the correlations between PA and MPA among adolescents and young adults. We also explored several potential moderators, including time of data collection, country or region, and type of population, associated with the relationship between PA and MPA. METHODS Four electronic databases (PubMed, Scopus, PsycINFO, and Web of Science) were searched from database inception to March 2022 to identify relevant studies. The pooled Pearson correlation coefficients and their corresponding 95% CIs for the relationship between PA and MPA were calculated using the inverse variance method. The methodological quality of the included cross-sectional studies was determined based on the Joanna Briggs Institute appraisal checklist. The study conformed to the PRISMA (Preferred Reporting Items for Systematic Review and Meta-analyses) guidelines. RESULTS In total, 892 relevant articles were identified, of which 22 were selected based on the inclusion and exclusion criteria. The final meta-analysis included 17 of the 22 studies. Results of random effects modeling revealed a moderate correlation between PA and MPA among adolescents and young adults (summary r=-0.243, P<.001). Sensitivity and publication bias analyses further demonstrated the robustness of our results. All the included studies were scored as high quality with a low risk of bias. Subgroup analysis further indicated that none of the hypothesized moderators (time of data collection, country or region, and type of population) significantly affected the relationship between PA and MPA, as confirmed by the mixed effects analysis. In addition, in the data collection subgroups, medium effect sizes were obtained for data collected before COVID-19 (r=-0.333, P<.001) and data collected during COVID-19 (r=-0.207, P<.001). In subgroup analyses for country or region, the correlation coefficient for China and other developing regions showed a similarly moderate effect size (r=-0.201, P<.001 and r= -0.217, P<.001, respectively). However, the effect sizes for developed regions were not significant (r=-0.446, P=.39). In a subgroup analysis based on the type of population, we found that the effect size for young adults was moderate (r=-0.250, P<.001). However, that of adolescents was not significant (r=-0.129, P=.24). CONCLUSIONS Our results demonstrate a moderately negative relationship between PA and MPA among young adults. The strength of this relationship was not influenced by the time of data collection, country or region, or type of population.
Collapse
Affiliation(s)
| | | | - Joanne Yip
- School of Fashion and Textiles, Hong Kong Polytechnic University, Hong Kong, China
| | - Qiuqiong Shi
- School of Fashion and Textiles, Hong Kong Polytechnic University, Hong Kong, China
| | - Li Peng
- College of Physical Education, Southwest University, Chongqing, China
| | - Qiwen Emma Lei
- School of Fashion and Textiles, Hong Kong Polytechnic University, Hong Kong, China
| | - Zhanbing Ren
- College of Physical Education, Shenzhen University, Shenzhen, China
| |
Collapse
|
21
|
Ryu S, Jang H, Oh H. Smartphone Usage Patterns and Dietary Risk Factors in Adolescents. J Nutr 2022; 152:2109-2116. [PMID: 35511219 DOI: 10.1093/jn/nxac098] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Revised: 02/08/2022] [Accepted: 04/26/2022] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Whereas earlier studies have shown that traditional screen time such as TV watching influences dietary behaviors in adolescents, little is known about the effects of modern screen time such as smartphone use. OBJECTIVES We examined the associations of smartphone usage duration and content type with dietary risk factors among adolescents. METHODS We conducted a cross-sectional analysis using a nationally representative sample of 54,601 middle- and high-school students (aged 12-18 y; 26,928 boys and 27,673 girls) in the Korea Youth Risk Behavior Web-Based Survey 2017. Smartphone use (average duration and most frequently used content type) and dietary intakes [frequent breakfast skipping; less frequent intakes of fruits and vegetables; more frequent intakes of instant noodles, fast food, chips/crackers, and sugar-sweetened beverages (SSBs)] were self-reported via an online-based questionnaire. Multivariable logistic regression was performed to estimate ORs and 95% CIs for the associations of smartphone usage duration and content type with prevalence of dietary risk factors, adjusting for potential confounders. All analyses accounted for complex survey sampling. RESULTS Prolonged smartphone use (≥300 compared with 1-59 min/d) was associated with (OR; 95% CI) higher prevalence of frequent breakfast skipping (1.60; 1.45, 1.76); frequent intakes of instant noodles (1.65; 1.47, 1.84), fast food (1.36; 1.20, 1.53), and SSBs (1.92; 1.75, 2.11); and less frequent intakes of fruits (1.44; 1.30, 1.59) and vegetables (1.32; 1.18, 1.47). Adjusting for usage duration, using smartphones mainly for messenger/e-mail, social networking service (SNS)/forum, and games were associated with less frequent intakes of fruits (OR: 1.21; 95% CI: 1.12, 1.31; OR: 1.28; 95% CI: 1.17, 1.40; and OR: 1.20; 95% CI: 1.10, 1.32, respectively) and vegetables (OR: 1.24; 95% CI: 1.12, 1.37; OR: 1.26; 95% CI: 1.13, 1.40; and OR: 1.25; 95% CI: 1.12, 1.40, respectively) than was using smartphones for education/information search. Using smartphones mainly for messenger/e-mail (OR: 1.24; 95% CI: 1.14, 1.35) and SNS/forum (OR: 1.18; 95% CI: 1.08, 1.29) were also associated with more frequent intake of SSBs. CONCLUSIONS Our data suggest that both duration and content type of smartphone use are independently associated with dietary risk factors among adolescents.
Collapse
Affiliation(s)
- Seaun Ryu
- Interdisciplinary Program in Precision Public Health, Department of Public Health Sciences, Graduate School of Korea University, Seoul, Republic of Korea
| | - Hajin Jang
- Interdisciplinary Program in Precision Public Health, Department of Public Health Sciences, Graduate School of Korea University, Seoul, Republic of Korea
| | - Hannah Oh
- Interdisciplinary Program in Precision Public Health, Department of Public Health Sciences, Graduate School of Korea University, Seoul, Republic of Korea.,Division of Health Policy and Management, College of Health Sciences, Korea University, Seoul, Republic of Korea
| |
Collapse
|
22
|
Ren Z, Tan J, Huang B, Cheng J, Huang Y, Xu P, Fang X, Li H, Zhang D, Gao Y. Association between 24-Hour Movement Behaviors and Smartphone Addiction among Adolescents in Foshan City, Southern China: Compositional Data Analysis. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:9942. [PMID: 36011576 PMCID: PMC9408153 DOI: 10.3390/ijerph19169942] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Revised: 08/03/2022] [Accepted: 08/06/2022] [Indexed: 06/15/2023]
Abstract
Smartphone addiction has become a public health issue. To help reduce smartphone addiction, we assessed the combined effect of 24-Hour Movement Behaviors on smartphone addiction during Corona Virus Disease 2019 (COVID-19) home confinement in Foshan, China. Data were collected in a sample of 1323 senior middle school students ((mean age ± standard deviation): 16.4 ± 0.9 years; 43.46% males) during the COVID-19 lockdown. Their 24-Hour movement behaviors were assessed by a self-reported questionnaire, The Smartphone Addiction Scale-Short Version (SAS-SV). The compositional multiple linear regression model and compositional isotemporal substitution model were used to examine the association between the time budget composition of the day and smartphone addiction. Smartphone addiction occurred in 671 (50.72%) of the 1323 students. Compared with smartphone-addicted adolescents, non-smartphone-addicted adolescents had more moderate-to-vigorous physical activity (MVPA) and sleep duration (SLP), and less sedentary behavior (SB). The distribution of time spent in 24-Hour movement behaviors was significantly associated with smartphone addiction. The negative effect was found for the proportion of time spent in MVPA or SLP (ilr1-MVPA = −0.453, p < 0.001. ilr1-SLP = −3.641, p < 0.001, respectively) relative to the other three behaviors. Conversely, SB was positively associated with the score of smartphone addiction (ilr1-SB = 2.641, p < 0.001). Reallocating one behavior to remaining behaviors was associated with smartphone addiction. Noticeably, the effects of one behavior replacing another behavior and of one behavior being displaced by another behavior were asymmetric. The 24-Hour movement behaviors of adolescents are closely related to smartphone addiction, and future intervention studies should focus on the compositional attribute of 24-Hour movement behaviors.
Collapse
Affiliation(s)
- Zhiqiang Ren
- Department of Epidemiology and Biostatistics, School of Public Health, Guangdong Pharmaceutical University, Guangzhou 510315, China
| | - Jianyi Tan
- Department of Epidemiology and Biostatistics, School of Public Health, Guangdong Pharmaceutical University, Guangzhou 510315, China
| | - Baoying Huang
- Department of Epidemiology and Biostatistics, School of Public Health, Guangdong Pharmaceutical University, Guangzhou 510315, China
| | - Jinqun Cheng
- Department of Epidemiology and Biostatistics, School of Public Health, Guangdong Pharmaceutical University, Guangzhou 510315, China
| | - Yanhong Huang
- Department of Epidemiology and Biostatistics, School of Public Health, Guangdong Pharmaceutical University, Guangzhou 510315, China
| | - Peng Xu
- Department of Epidemiology and Biostatistics, School of Public Health, Guangdong Pharmaceutical University, Guangzhou 510315, China
| | - Xuanbi Fang
- Department of Medical Statistics, School of Basic Medicine and Public Health, Jinan University, Guangzhou 510632, China
| | - Hongjuan Li
- School of Sport Science, Beijing Sport University, Beijing 100084, China
| | - Dongmei Zhang
- Department of Public Health Management and Social Medicine, School of Public Health, Guangdong Pharmaceutical University, No. 283, Jianghai Road, Haizhu District, Guangzhou 510315, China
| | - Yanhui Gao
- Department of Epidemiology and Health Statistics, School of Basic Medicine and Public Health, Jinan University, No. 601, Huangpu Avenue West, Tianhe District, Guangzhou 510632, China
| |
Collapse
|
23
|
The Relationship between Physical Activity and College Students’ Mobile Phone Addiction: The Chain-Based Mediating Role of Psychological Capital and Social Adaptation. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19159286. [PMID: 35954644 PMCID: PMC9367822 DOI: 10.3390/ijerph19159286] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Revised: 07/27/2022] [Accepted: 07/28/2022] [Indexed: 02/04/2023]
Abstract
The purpose of this study was to investigate the effects and mechanisms of physical activity on mobile phone addiction among college students. A total of 9406 students, ranging from freshmen to seniors, from 35 colleges in four regions of Jiangsu Province were selected using the whole group sampling method. Questionnaires, particularly the International Physical Activity Questionnaire—Long Form (IPAQ), the positive psychological capital scale (PPQ), the social adjustment diagnostic questionnaire (SAFS), and the mobile phone addiction index scale (MPAI), were administered. We found that physical activity negatively predicted mobile phone addiction among university students. Social adaptation partially mediates between physical activity and mobile phone addiction among university students, with separate mediation of psychological capital playing no indirect role. Psychological capital and social adjustment mediate the chain between physical activity and mobile phone dependence among college students. Our findings suggest that physical activity is an important external factor influencing college students’ mobile phone dependence, and it indirectly affects university students’ mobile phone addiction through psychological capital and social adaptation. Improving the physical activity level of college students, enhancing their psychological capital, and promoting improved social adaptation are important ways to prevent mobile phone addiction among college students.
Collapse
|
24
|
Freitas BHBMD, Gaíva MAM, Diogo PMJ, Bortolini J. Relationship between Lifestyle and Self-Reported Smartphone Addiction in adolescents in the COVID-19 pandemic: A mixed-methods study. J Pediatr Nurs 2022; 65:82-90. [PMID: 35331609 PMCID: PMC8936953 DOI: 10.1016/j.pedn.2022.03.001] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Revised: 02/08/2022] [Accepted: 03/02/2022] [Indexed: 12/31/2022]
Abstract
OBJECTIVES 1) To verify the association between Lifestyle and Self-Reported Smartphone Addiction in adolescents; and 2) to analyze the adolescents' perception of this relationship in the context of the COVID-19 pandemic. METHOD A mixed-methods research study with a sequential and explanatory design, developed with Brazilian adolescents aged between 15 and 18 years old. In the first phase, a quantitative, observational and cross-sectional study was carried out with 479 participants and, in the second, a qualitative approach of an exploratory and descriptive nature, with 16 participants. RESULTS An association was verified between Lifestyle and Self-Reported Smartphone Addiction by adolescents (p < 0.01), with a large size effect (d=0.98). All the domains related to lifestyle were associated with Self-Reported Smartphone Addiction, with greater effects evidenced in the following aspects: high effect for sleep, seat belt, stress and safe sex (d=0.85); and moderate effect for insight (d=0.74) and career (d=0.71). Subsequently, the qualitative analysis resulted in a category that describes how the adolescents understand this relationship in the face of the COVID-19 pandemic. CONCLUSION More problematic lifestyles were evidenced among the adolescents classified as dependent. In addition to that, it was understood that the COVID-19 pandemic exerted a considerable impact on the lifestyle and behavior established by the adolescents with their smartphones. IMPLICATIONS FOR THE PRACTICE Nurses and other health professionals are essential in the promotion of healthy lifestyles and adaptive behavior in smartphone use, especially in the face of this pandemic scenario and, thus, mitigating the harms to the adolescents' health.
Collapse
|
25
|
Akat M, Arslan C, Hamarta E. Dark Triad Personality and Phubbing: The Mediator Role of Fomo. Psychol Rep 2022:332941221109119. [PMID: 35713369 DOI: 10.1177/00332941221109119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Phubbing among undergraduate has become an area of increasing research interest in recent years. In recent years, studies on phubbing have increased. However, no empirical study has deal with the mediating effect of fear of missing out (FoMO) on the relationship between dark triad and phubbing. The dark triad refers to three personality traits: Machiavellianism, psychopathy, and narcissism. Machiavellianism is characterized by prioritizing one's own wishes and desires. Psychopathy, is a personality trait where lack of emotion and self-control is seen. Narcissism is characterized by low empathy and egocentrism. Thus, the purpose of this study was to examine whether FoMO mediator between dark triad and phubbing among undergraduates. For this purpose, structural equation modeling and bootstrapping method was used. Mediation analyses were performed using AMOS 22.00. The present study comprised 506 undergraduate (%70.7 female; %29.3 male). The age of the participants ranged between 18 and 29 (x = 22.41).The measures used included the General Scale of Phubbing, Fear of Missing Out Scale, and Dirty Dozen Scale. The results showed that FoMO mediated the relationship between dark triad and phubbing. The results of bootstrapping procedure indicated that the indirect effect of FoMO on the relationship between dark triad and phubbing was significant. In conclusion, the study suggests that FoMO is a meaningful mediator in the relationship between dark triad and phubbing. Research results are discussed in the light of the related literature and suggestions are presented for future researchers.
Collapse
Affiliation(s)
- Muhammed Akat
- Department of Psychological Counseling and Guidance, 166263Karamanoglu Mehmetbey University, Karaman, Turkey
| | - Coşkun Arslan
- Department of Psychological Counseling and Guidance, 226846Necmettin Erbakan University, Konya, Turkey
| | - Erdal Hamarta
- Department of Psychological Counseling and Guidance, 226846Necmettin Erbakan University, Konya, Turkey
| |
Collapse
|
26
|
Wei XY, Jiang YZ, Zhou HL, Jiang HB. Neuroticism and problematic smartphone use symptom types: Roles of anxiety and alexithymia. CURRENT PSYCHOLOGY 2022. [DOI: 10.1007/s12144-022-03265-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
|
27
|
Essel HB, Vlachopoulos D, Tachie-Menson A, Nunoo FKN, Johnson EE. Nomophobia among Preservice Teachers: a descriptive correlational study at Ghanaian Colleges of Education. EDUCATION AND INFORMATION TECHNOLOGIES 2022; 27:9541-9561. [PMID: 35399783 PMCID: PMC8977427 DOI: 10.1007/s10639-022-11023-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Accepted: 03/22/2022] [Indexed: 05/31/2023]
Abstract
The present study aimed at investigating nomophobia prevalence, thus, recurrence of anxiety without a smartphone, with preservice teachers in the Colleges of Education, Ghana. An actual sample of 345 preservice teachers responded to a 20-item questionnaire on nomophobia (NMP-Q). A one-way MANOVA between different groups statistics was applied in determining the differences in nomophobic behaviours among preservice teachers based on non-technology-related variables (gender, age, specialism, subjective economic status, sleep/rest hours, and religion) and technology-related variables (number of smartphones owned, smartphone ownership duration, active internet services, and daily internet usage time). The results evidenced that the vast majority of preservice teachers had mild to severe nomophobia, and their most significant anxiety was related to access to information and communication. Besides, non-technology-related variables in gender, sleep hours, and subjective economic status significantly impacted the preservice teachers' nomophobia. Technology-related variables that significantly influenced the nomophobic behaviour of preservice teachers included the number of smartphones owned, smartphone ownership duration, and active internet service. A sizable majority of the preservice teachers showed signs of mild to severe nomophobia. The present study provides prefatory support for the prevalence of nomophobia among the Ghanaian preservice teachers.
Collapse
Affiliation(s)
- Harry Barton Essel
- Kwame Nkrumah University of Science and Technology, AK-315-7530 Kumasi, Ghana
| | - Dimitrios Vlachopoulos
- Amsterdam University of Applied Sciences, Digital Society School, Wibautstraat 2-4, 1091 GM Amsterdam, Netherlands
| | | | | | - Esi Eduafua Johnson
- Kwame Nkrumah University of Science and Technology, AK-315-7530 Kumasi, Ghana
| |
Collapse
|
28
|
Chitty KM, Raubenheimer J, Cairns R, Kirby KA, Buckley NA. Deliberate self-poisoning in Australian adolescents is increased on school days. J Psychiatr Res 2022; 148:103-109. [PMID: 35123321 DOI: 10.1016/j.jpsychires.2022.01.045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Revised: 01/04/2022] [Accepted: 01/26/2022] [Indexed: 10/19/2022]
Abstract
Deliberate self-poisoning (DSP) in adolescents is increasing dramatically. Life at school is one of the most important life influences for this age group. This study aimed to investigate whether the frequency of DSP is higher during school term compared to holidays and whether this difference has become greater over time. This is an ecological study using Poisons Information Centre (PIC) data for all DSPs in 10-19 year olds from New South Wales, Tasmania and Australian Capital Territory that occurred between 2005 and 2018. For each call, the date of the poisoning was assigned as 'term' or 'holiday'. To control for population growth, calls were expressed as per 100,000 of the population per day. Multivariable Poisson regression was performed to investigate the combined impact of various predictors (state, sex, year, holiday/term, day of week, age) on call number. 26,432 calls were included in the analysis (73.6% female, 24.1% male and 2.3% unknown). Poisson regression showed significant effects for all predictors, with an increased likelihood of DSP during the school term compared with holidays and on Monday-Thursday compared with Saturday but only during the school term. DSP doubled between 2012 and 2017 and the disparity between DSP that occurs during term vs. holiday increased over that time frame. We conclude that some of the increase in DSP is likely due to school-specific stressors, hence the school environment is the ideal setting for self-harm prevention initiatives.
Collapse
Affiliation(s)
- K M Chitty
- Translational Australian Clinical Toxicology (TACT) Research Group, Biomedical Informatics and Digital Health, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia.
| | - J Raubenheimer
- Translational Australian Clinical Toxicology (TACT) Research Group, Biomedical Informatics and Digital Health, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
| | - R Cairns
- Translational Australian Clinical Toxicology (TACT) Research Group, Biomedical Informatics and Digital Health, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia; School of Pharmacy, Faculty of Medicine and Health, The University of Sydney, Australia; New South Wales Poisons Information Centre, The Children's Hospital at Westmead, Sydney, Australia
| | - K A Kirby
- Translational Australian Clinical Toxicology (TACT) Research Group, Biomedical Informatics and Digital Health, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
| | - N A Buckley
- Translational Australian Clinical Toxicology (TACT) Research Group, Biomedical Informatics and Digital Health, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia; New South Wales Poisons Information Centre, The Children's Hospital at Westmead, Sydney, Australia
| |
Collapse
|
29
|
Chao CS, Li MH, Chang SP, Chen YH. Multiple Logistic Regression Analysis of Smartphone Use in University Students. Front Psychol 2022; 13:821345. [PMID: 35422734 PMCID: PMC9001924 DOI: 10.3389/fpsyg.2022.821345] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2021] [Accepted: 03/04/2022] [Indexed: 11/18/2022] Open
Abstract
Problematic smartphone use (PSU) is an expanded public health heed that requires more study to clarify the influence elements of different populations. The aim of this study was to investigate the relationship between smartphone use, and sleep quality, self-perceived health, and exercise participation in university students. A total of 1,575 Taiwanese undergraduate students from 7 universities participated in the study. Three questionnaires were completed by the study individuals. The results show the overall PSU rate was 11.8%. Average smartphone users were more likely to feel in good health, better sleep quality and less unsatisfactory exercise participation than those who were problematic smartphone users. Multiple logistic regression analysis indicated that PSU, low weekly exercise frequency, and poor sleep quality were significant indicators of poor self-perceived health. We concluded that both low physical activity and PSU did have negative impacts on self-perceived health and sleep quality for undergraduate students.
Collapse
Affiliation(s)
- Chen-Shen Chao
- Office of Physical Education and Sport Affairs, Feng Chia University, Taichung, Taiwan
| | - Ming-Hsien Li
- Department of Medical Laboratory Science and Biotechnology, Central Taiwan University of Science and Technology, Taichung, Taiwan
| | - Shih-Pei Chang
- Department of Physical Education, Central Taiwan University of Science and Technology, Taichung, Taiwan
| | - Yu-Hsuan Chen
- Department of Medical Laboratory Science and Biotechnology, Central Taiwan University of Science and Technology, Taichung, Taiwan
| |
Collapse
|
30
|
Jiang W, Luo J, Guan H, Jiang F, Tang YL. Problematic Mobile Phone Use and Life Satisfaction Among University Students During the COVID-19 Pandemic in Shanghai, China. Front Public Health 2022; 9:805529. [PMID: 35155354 PMCID: PMC8826078 DOI: 10.3389/fpubh.2021.805529] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2021] [Accepted: 12/31/2021] [Indexed: 01/09/2023] Open
Abstract
Objective This study examined problematic mobile phone use (PMPU) and its relationship with life satisfaction in Chinese university students during the pandemic. Methods An anonymous online survey was conducted in a university in China. The Mobile Phone Addiction Index (MPAI) and the Satisfaction with Life Scale (SWLS) were used to assess the severity of problematic mobile phone use and life satisfaction, respectively. Data on demographic and health-related factors were also collected. Results A total of 1,491 undergraduate students (73.3% were male) completed the survey. On average, students in the survey reported spending 7.4 ± 4.3 h/day on phone use. Their MPAI score was 38.1 ± 13.3 and SWLS score was 24.9 ± 6.8, respectively. After controlling for confounding factors, the MPAI score was significantly associated with lower life satisfaction. Multiple linear regression revealed that higher monthly allowances, frequent insomnia, longer phone use duration were significantly associated with PMPU. Conclusion University students in China spend nearly half of their waking hours on mobile phone use, significantly longer than before the COVID-19 pandemic. PMPU is associated with insomnia, lower life satisfaction and higher allowances. If the trend continues after the pandemic, interventions may be needed. Increase in-person interactions, limiting online social and gaming time, awareness campaign may be effective in reducing the impact of PMPU and improve life satisfaction.
Collapse
Affiliation(s)
- Wenning Jiang
- Antai College of Economics and Management, Shanghai Jiao Tong University, Shanghai, China
| | - Jin Luo
- School of International and Public Affairs, Shanghai Jiao Tong University, Shanghai, China.,Institute of Healthy Yangtze River Delta, Shanghai Jiao Tong University, Shanghai, China
| | - Hannan Guan
- School of Education, Shanghai Jiao Tong University, Shanghai, China.,Department of Education Information Technology, East China Normal University, Shanghai, China
| | - Feng Jiang
- School of International and Public Affairs, Shanghai Jiao Tong University, Shanghai, China.,Institute of Healthy Yangtze River Delta, Shanghai Jiao Tong University, Shanghai, China
| | - Yi-Lang Tang
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, United States.,Atlanta Veterans Affairs Medical Center, Decatur, GA, United States
| |
Collapse
|
31
|
The effect of smartphone addiction on physical activity level in sports science undergraduates. J Bodyw Mov Ther 2021; 28:530-534. [PMID: 34776190 DOI: 10.1016/j.jbmt.2021.09.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2020] [Revised: 06/29/2021] [Accepted: 09/24/2021] [Indexed: 11/20/2022]
Abstract
BACKGROUND Smartphones are thought to have many negative effects on interpersonal relationships, physical-mental health, and general functionality as well as bring many conveniences to our daily lives. This study aimed to determine the effect of smartphone addiction on physical activity level in sports science undergraduates. Secondly, comparing the physical activity level in students by gender was aimed. METHOD A total of 300 (134 female, 166 male) healthy university students were included in this study. The mean age of the subjects was 21.36 ± 2.33 years. The universe of the study consisted of volunteer students (Coaching Education, Physical Education and Sports Teaching, Sports Management, Recreation Departments) at the Faculty of Sport Sciences. Participants' demographic information was obtained and their physical activity levels were questioned with International Physical Activity Questionnaires (IPAQ) and smartphone addictions with the Smartphone Addiction Scale- Short Version (SAS-SV). The significance level was accepted as p < .05 in statistical evaluations. RESULTS According to IPAQ scores, physical activity levels of the participants were as follows; 65.3% were adequate, 32.7% low and 2% inactive. One-hundred and twenty-six participants (42%) were smartphone addicts according to the SAS-SV results. When the departments were examined within themselves, it was found that IPAQ and SAS-SV scores were negatively correlated for Physical Education and Sports Teaching (r = - 0.262; p = .021) and Sports management (r = - 0.295; p = .01).
Collapse
|
32
|
Smartphone Addiction and Depression among Low-Income Boys since COVID-19: The Moderating Effect of Being an Only Child. Healthcare (Basel) 2021; 9:healthcare9101350. [PMID: 34683030 PMCID: PMC8544461 DOI: 10.3390/healthcare9101350] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2021] [Revised: 10/07/2021] [Accepted: 10/08/2021] [Indexed: 01/24/2023] Open
Abstract
Even though boys’ depression has become important, and their smartphone use has increased since COVID-19, little is known about low-income middle and high school boys’ depression in the context of whether they have siblings. Thus, this study investigates the relationship between smartphone addiction and depression as well as the moderating effect of being an only child on the relationship. Participants were limited to middle and high school students whose families were regarded as having a low-income. A total of 129 low-income boys were selected for the final sample. The PROCESS macro 3.4 for Statistical Product and Service Solutions was used to identify the moderating effect. Smartphone addiction was positively related to depression among low-income male students. Being an only child significantly moderated the relationship between smartphone addiction and depression. This study contributes to understanding the importance of examining mental health problems among middle school boys since COVID-19, particularly among low-income boys. It is necessary to provide tailored mental health services for middle school boys in low-income families. Alternative activities and social programs should be provided for adolescent boys who are only children to safely socialize with friends and peers without a smartphone.
Collapse
|
33
|
Karnaze A, Grevelding K, Marquis-Eydman T, McHugh D. Contextualizing adolescents' self-awareness of problematic mobile phone use: a preliminary study. F1000Res 2021; 10:237. [PMID: 38633211 PMCID: PMC11021880 DOI: 10.12688/f1000research.51339.2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/19/2021] [Indexed: 04/19/2024] Open
Abstract
Adolescents engage cognitively, emotionally, and behaviorally with smartphones. Growing evidence suggests they struggle to interact with them in moderation, which has been framed in relation to behavioral addiction as problematic mobile phone use. This study contextualized 13-15 year-old adolescents' self-awareness of problematic mobile phone use. Focus groups were conducted with 11 adolescents who assessed themselves using the problematic use of mobile phones scale. The authors used interpretative phenomenological epistemology as a guiding framework. Audio recordings were analyzed qualitatively using a constant comparison approach. Students agreed or strongly agreed with multiple dimensions of the problematic mobile phone use construct. Four major themes emerged in relation to circumstances, factors, processes, constraints, and opportunities: drivers of excessive smartphone use, with family or friends, barriers to healthier smartphone use, and nighttime habits. Adolescents' assessment of perceived proper versus problematic mobile phone can inform hypotheses targeted at improving overall wellness and developing healthy habits in adolescence that carry over into young adulthood and beyond.
Collapse
Affiliation(s)
- Andrew Karnaze
- Frank H. Netter MD School of Medicine, Quinnipiac University, North Haven, CT, 06473, USA
| | | | - Traci Marquis-Eydman
- Frank H. Netter MD School of Medicine, Quinnipiac University, North Haven, CT, 06473, USA
| | - Douglas McHugh
- Frank H. Netter MD School of Medicine, Quinnipiac University, North Haven, CT, 06473, USA
| |
Collapse
|
34
|
Reciprocal Relationships between Sleep Problems and Problematic Smartphone Use in Taiwan: Cross-Lagged Panel Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18147438. [PMID: 34299887 PMCID: PMC8306125 DOI: 10.3390/ijerph18147438] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Revised: 06/25/2021] [Accepted: 07/10/2021] [Indexed: 01/14/2023]
Abstract
Prior studies have suggested a link between sleep problems and problematic smartphone use. However, the causal relationships between these two variables have not been identified, particularly in adolescence. Utilizing longitudinal panel data from Taiwan, this report examined the temporal relationships between sleep problems and problematic smartphone use among adolescents. One thousand and thirty-nine students (Grades 7-12) were surveyed at two-time points with a 6-month interval. The results of cross-lagged panel analysis showed that sleep problems at Time 1 significantly predicted problematic smartphone use at Time 2. Problematic smartphone use at Time 1 also significantly predicted sleep problems at Time 2. These findings applied to boys and girls and suggested that temporal relationships between sleep problems and problematic smartphone use among teenagers are reciprocal. Accordingly, increasing sleep quality may prevent future problematic smartphone use, while reducing problematic smartphone use may prevent sleep problems in adolescents.
Collapse
|
35
|
Fear of missing out and self-esteem as mediators of the relationship between maximization and problematic smartphone use. CURRENT PSYCHOLOGY 2021. [DOI: 10.1007/s12144-020-01341-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
AbstractProblematic smartphone use (PSU), which involves an excessive and uncontrolled use of smartphones, thereby causing daily-life disturbance, has been associated with a range of negative outcomes including anxiety, depression, and deficits in social relationships. However, the relationship between PSU and maximization, which could be an explanatory factor, has not yet been thoroughly studied. Drawing on the Interaction-Person-Affect-Cognition-Execution (I-PACE) model, the current study aimed to investigate the association between PSU and maximization with the assumption that fear of missing out (FoMO) and self-esteem could mediate this relationship. Empirical data were gathered from 277 Italian university students who completed an online survey. Correlation analysis and structural equation modelling (SEM) were used to investigate the relationships among the variables. The results showed that PSU, maximization, and FoMO were positively correlated; whereas maximization and self-esteem were negatively correlated. Furthermore, FoMO and self-esteem partially mediated that relationship, suggesting that participant maximizers experience more FoMO, especially when the participants have fear of missing out on potentially “better” alternatives to social experiences and exhibit low self-esteem. Thus, higher FoMO and low self-esteem can be a driver of PSU. Finally, this study provides new insights about how maximization may have an impact on the development of addictive behaviour such as PSU.
Collapse
|