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"Smartphone"

Original Articles
Purpose
The majority of adolescents use smartphones, and their overdependence on smartphones has emerged as a serious social issue. Although studies have explored the effect of smartphone overdependence on adolescent problem behaviors, research on its influence on sexual behavior is scarce. This study aimed to examine the association between smartphone overdependence and sexual behavior among adolescents.
Methods
This study used data from the 19th Korea Youth Risk Behavior Web-Based Survey conducted in 2023. Smartphone overdependence was the independent variable, and sexual behaviors (sexual intercourse and contraceptive use) were the dependent variables. Multivariate regression analysis was performed to control for confounding variables.
Results
The study participants included 52,880 adolescents aged 13–18 years. Among them, 28.0% (n=14,672) were classified as smartphone overdependent, 6.5% (n=3,349) had sexual experience, and 65% (n=2,182) of those with sexual experience reported using contraception. Smartphone overdependence was not significantly associated with sexual experience but was significantly associated with contraceptive use. Adolescents in the non-overdependent group were 1.27 times more likely to use contraception than those in the smartphone overdependent group (95% confidence interval, 1.07–1.52; p<.007).
Conclusion
The findings highlight a significant association between smartphone overdependence and contraceptive use among adolescents. Policy interventions and educational strategies that consider adolescents’ smartphone usage patterns and trait factors are necessary.

Citations

Citations to this article as recorded by  
  • Adolescent Smartphone Overdependence in South Korea: A Place-Stratified Evaluation of Conceptually Informed AI/ML Modeling
    Andrew H. Kim, Uibin Lee, Yohan Cho, Sangmi Kim, Vatsal Shah
    International Journal of Environmental Research an.2025; 22(10): 1515.     CrossRef
  • 2,869 View
  • 89 Download
  • 1 Crossref
Association between smartphone overdependence and mental health in South Korean adolescents: a secondary data analysis
Hyeseon Yun, Eun Kyoung Choi
Child Health Nurs Res 2024;30(2):87-96.   Published online April 30, 2024
DOI: https://doi.org/10.4094/chnr.2024.001
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.

Citations

Citations to this article as recorded by  
  • THE EFFECTS OF DIGITAL ADDICTION ON EMOTIONAL AND BEHAVIORAL PROBLEMS AND LONELINESS AMONG MIDDLE SCHOOL STUDENTS: A MIXED-METHODS STUDY
    Cihangir Kaçmaz, Birgül Cumurcu
    İnönü Üniversitesi Sağlık Hizmetleri Meslek Yüksek.2026; 14(1): 72.     CrossRef
  • Reciprocal associations between smartphone overdependence and anxiety in adolescents: evidence from a nationally representative survey in the Republic of Korea
    Eunok Park
    Osong Public Health and Research Perspectives.2026; 17(1): 72.     CrossRef
  • Self-Esteem as a Mediator Between Body-Esteem and Depression Among Korean Adolescents: Differences by Weight Status
    So-Yeon Kim, Yong-Sook Eo
    Healthcare.2026; 14(5): 616.     CrossRef
  • Factors Influencing Suicidal Ideation in Female Adolescents With Smartphone Overdependence
    Hyeongyeong Yoon
    Journal of Pediatric Health Care.2025; 39(2): 225.     CrossRef
  • Excessive smartphone use, smartphone dependency and body image distortion in Korean adolescents
    Young Gyu Cho
    Korean Journal of Family Medicine.2025; 46(2): 58.     CrossRef
  • Turkish Adaptation and Validation of the Short Smartphone Stress Scale for Adolescents
    Ali Geriş, Erol Esen
    Bartın University Journal of Faculty of Education.2025; 14(3): 845.     CrossRef
  • Adolescent Smartphone Overdependence in South Korea: A Place-Stratified Evaluation of Conceptually Informed AI/ML Modeling
    Andrew H. Kim, Uibin Lee, Yohan Cho, Sangmi Kim, Vatsal Shah
    International Journal of Environmental Research an.2025; 22(10): 1515.     CrossRef
  • Psychosocial Pathways to Smartphone Overdependence in Adolescence: A Multi-Group Path Analysis of Early vs. Late Adolescents
    Yeseul Jeon, Sohyun Woo, Seunghee Seo
    Journal of Korean Academy of psychiatric and Menta.2025; 34(Special Is): 47.     CrossRef
  • Validity, reproducibility, and reliability of the Brazilian version of the smartphone addiction scale-short version in children
    Rafael Vieira Martins, Eliane Denise Araújo Bacil, Michael Pereira da Silva, Wagner de Campos
    Revista Paulista de Pediatria.2025;[Epub]     CrossRef
  • 11,118 View
  • 172 Download
  • 9 Crossref
Purpose
This study aimed to identify the main keywords and research topics used in research on problematic smartphone use (PSU) among children (6-12 years old), including parental factors.
Methods
The publication period for the literature was set from January 2007 to January 2022, as smartphones were first released in 2007. In total, 395 articles were identified, 230 of which were included in the final analysis. Text network analysis was performed using NetMiner 4.5.
Results
Research on this topic has steadily increased since 2007, with 40 papers published in 2021. Eight main research topics were derived: group 1, parental attitudes; group 2, children's PSU behavior and parental support; group 3, family environment and behavioral addiction; group 4, social relationships; group 5, seeking solutions; group 6, parent-child relationships; group 7, children's mental health and school adaptation; and group 8, PSU in adolescents.
Conclusion
Parental factors related to PSU have been studied in various aspects. However, more active research on school-age children's PSU needs to be conducted due to the paucity of research in this population compared to studies conducted among adolescents. The results of this study provide useful data for selecting research topics in the field of PSU.

Citations

Citations to this article as recorded by  
  • Research trends and knowledge structure of youth gambling: a text mining analysis (2000–2024)
    Young-Sil Sohn, Hyunmi Son
    Current Psychology.2026;[Epub]     CrossRef
  • Lifestyle Interventions for Major Depressive Disorder (MDD): An Expert Consensus Statement From the American College of Lifestyle Medicine
    Gia Merlo, Steve Sugden, Richard M. Rosenfeld, David Baron, Micaela C. Karlsen, Sarah-Ann Keyes, John P. McHugh, Lawrence A. Miller, Charles B Nemeroff, Marie-Elizabeth Ramas, Kara L. Staffier, Kim A. Williams, Kathleen P. Wilson, William T. Wong, Ramaswa
    American Journal of Lifestyle Medicine.2026;[Epub]     CrossRef
  • Avoidance of Toxic Exposure as a Lifestyle Intervention in Psychiatric Practice
    Steven G. Sugden
    Psychiatric Annals.2025;[Epub]     CrossRef
  • Risk level prediction for problematic internet use: A digital health perspective
    Youngjung Suh, Jinwon Yoo
    Internet Interventions.2025; 41: 100863.     CrossRef
  • Can lifestyle medicine improve global mental health?
    Steven G. Sugden, Gia Merlo, Sam Manger
    Academia Mental Health and Well-Being.2024;[Epub]     CrossRef
  • An Integrative Review of Interventions for Preventing Internet and Smartphone Addiction in Elementary School Students: Based on the IMB Model
    Hyemin Park, Bohye Kim, Jaehee Jeong, Hwa Jeong Kim, Yebin Kim
    STRESS.2024; 32(3): 133.     CrossRef
  • 5,840 View
  • 172 Download
  • 6 Crossref
Smartphone Use Patterns of Smartphone-dependent Children
Jeong Hye Park
Child Health Nurs Res 2020;26(1):47-54.   Published online January 31, 2020
DOI: https://doi.org/10.4094/chnr.2020.26.1.47
Purpose
The purpose of this study was to identify the smartphone use patterns of smartphone-dependent children.
Methods
The study design was a cross-sectional descriptive study. The data were derived from the 2017 survey on smartphone overdependence conducted by the Ministry of Science and ICT and the National Information Society Agency. The study sample was 595 elementary school students identified as being smartphone-dependent. The data were analyzed by frequency, percentage, mean, standard deviation, the independent t-test, the x2 test, the Pearson correlation coefficient, and multiple regression analysis.
Results
The frequency of smartphone use was the factor strongly associated with more severe smartphone dependence in participants. Games were the most commonly used application type among participants, regardless of their degree of dependence. More severe smartphone dependence was associated with greater use of applications such as learning and television/video.
Conclusion
As smartphone dependence becomes more severe, children tend to use their smartphones more frequently and to use applications that involve solitary play for the purposes of entertainment and pleasure. The findings suggest that the parents should attentively monitor their children’s smartphone use patterns and provide consistent discipline in a way that ensures appropriate smartphone use.

Citations

Citations to this article as recorded by  
  • Parental Smartphone Dependency and Its Impact on Child Smartphone Use: Insights From a National Survey
    Hyeon Jo, Pil‐Tae Hong, Xin‐Ran Li
    Child Abuse Review.2026;[Epub]     CrossRef
  • FACTORS ASSOCIATED WITH SMARTPHONE OVERDEPENDENCE IN PRESCHOOL CHILDREN AND ITS EFFECT ON SOCIAL BEHAVIORAL PROBLEMS
    Leyla Çakmak, Fikriye Aksoy Boğanak, Nurettin Menteş, Mustafa Volkan
    Sağlık ve Sosyal Refah Araştırmaları Dergisi.2025; 7(1): 43.     CrossRef
  • Tiny but functional? Unpacking the role of smartphones in driving digital transformation in school administration and teaching practices
    Mehmet Durnali
    Education and Information Technologies.2025; 30(16): 23111.     CrossRef
  • Does meeting physical activity guidelines mitigate smartphone dependence? Evidence from Korean elementary students using propensity score matching and difference-in-differences analysis
    Kyoungjin Yang, Sungho Kwon, Juhyeong Kim
    International Journal of Sport and Exercise Psycho.2025; : 1.     CrossRef
  • Influence of the Policy of Prohibiting the Use of Mobile Phones in Schools on the Situation of Cyberbullying in Russia and Abroad
    A. A. Bateeva
    Discourse.2025; 11(5): 88.     CrossRef
  • From temperament to YouTube: exploring the link between childhood temperament, YouTube usage patterns, and emotional/behavioral problems among children
    Donghee Kim, Sangha Lee, Hyojin Kim, Yunmi Shin
    BMC Public Health.2024;[Epub]     CrossRef
  • Predicting Smartphone Addiction Trajectories in Korean Adolescents: A Longitudinal Analysis of Protective and Risk Factors Based on a National Survey from 2018 to 2020
    Kyung-Yi Do, Chun-Bae Kim
    Asia Pacific Journal of Public Health.2024; 36(6-7): 550.     CrossRef
  • Evidence for and against banning mobile phones in schools: A scoping review
    Marilyn Campbell, Elizabeth J Edwards, Donna Pennell, Shiralee Poed, Victoria Lister, Jenna Gillett-Swan, Adrian Kelly, Dajana Zec, Thuy-Anh Nguyen
    Journal of Psychologists and Counsellors in School.2024; 34(3): 242.     CrossRef
  • Padrão de uso de smartphones e tablets em crianças de até cinco anos de idade na Espanha: um estudo transversal
    Sonia de Paz-Cantos, Adrián González-Marrón, Cristina Lidón-Moyano, Maria Cerrato-Lara, Ana Díez-Izquierdo, Jose M Martínez-Sánchez
    Revista Latino-Americana de Enfermagem.2024;[Epub]     CrossRef
  • Patrón de uso de smartphones y tablets en niños de hasta 5 años en España: estudio transversal
    Sonia de Paz-Cantos, Adrián González-Marrón, Cristina Lidón-Moyano, Maria Cerrato-Lara, Ana Díez-Izquierdo, Jose M Martínez-Sánchez
    Revista Latino-Americana de Enfermagem.2024;[Epub]     CrossRef
  • Smartphone and tablet use pattern in children up to 5 years old in Spain: a cross-sectional study
    Sonia de Paz-Cantos, Adrián González-Marrón, Cristina Lidón-Moyano, Maria Cerrato-Lara, Ana Díez-Izquierdo, Jose M Martínez-Sánchez
    Revista Latino-Americana de Enfermagem.2024;[Epub]     CrossRef
  • Improvement of Presbyopia, Dry Eye, Intraocular Pressure, and Near Vision Through Cassiae Tea Consumption
    Mei Fan, Jen-Lin Hung, Shao-Huan Hung, Li-Chai Chen, Chi-Ting Horng
    Medicina.2024; 61(1): 35.     CrossRef
  • Special Issue: Rethinking educational practices and responsibilities in the light of digitalisation
    Lisa Paleczek, Eva Pölzl-Stefanec, Katrhin Otrel-Cass
    International Journal of Educational Research.2023; 119: 102075.     CrossRef
  • The impact of smartphone use on learning effectiveness: A case study of primary school students
    Jen Chun Wang, Chia-Yen Hsieh, Shih-Hao Kung
    Education and Information Technologies.2023; 28(6): 6287.     CrossRef
  • Relationship Between Obesogenic Family Environment, Children’s Smartphone Usage, and Depressive Symptoms
    Betül Orhan Kılıç, Serhat Kılıç, Eylem Gül Ateş, Abduljabar Adı, Sami Dalati, Luai Shaaban, Efe Sevim, Dilek Konuksever
    Turkish Journal of Pediatric Disease.2023; 17(4): 279.     CrossRef
  • Beyond Screen Time: The Different Longitudinal Relations between Adolescents’ Smartphone Use Content and Their Mental Health
    Shunsen Huang, Xiaoxiong Lai, Yajun Li, Yang Cui, Yun Wang
    Children.2023; 10(5): 770.     CrossRef
  • Rethinking classifications and metrics for problematic smartphone use and dependence: Addressing the call for reassessment
    Saqib Nawaz
    Computers in Human Behavior Reports.2023; 12: 100327.     CrossRef
  • Behavior Analysis of Social Media Use Among Adolescents
    Ardi Maulana Nugraha, Ichsan Ichsan, Mustika Wati Alfia Ningtyas, Abdul Samad Arief, Pandu adi Cakranegara
    SinkrOn.2022; 7(2): 399.     CrossRef
  • Pengasuhan Digital Keluarga Nelayan terhadap Penggunaan Smartphone pada anak usia 3-7 tahun
    Inas Bilqis Nusaibah, Ainin Shofiyah
    Jurnal Obsesi : Jurnal Pendidikan Anak Usia Dini.2022; 6(3): 2215.     CrossRef
  • Correlation between Smartphone Addiction Risk with Anxiety Level of Elementary Schooler in Surabaya
    M Ahda Naufal Aflahudin, Nining Febriyana, Lilik Djuari, Rizal
    Jurnal Psikiatri Surabaya.2022; 11(1): 25.     CrossRef
  • Development of educational media in assessing the growth and development of toddlers
    G. L. Handayani, V. Dewi, S. Elrifda, T. Rihiantoro, M. Rusdi, Haryanto
    International Journal of Science Annals.2021; 4(2): 9.     CrossRef
  • 38,302 View
  • 309 Download
  • 21 Crossref
Mobile Web-based Education: Engagement and Satisfaction with HiChart among Pregnant Women
Hyo Jin Kim, Hee Sun Kang
Child Health Nurs Res 2019;25(3):303-311.   Published online July 31, 2019
DOI: https://doi.org/10.4094/chnr.2019.25.3.303
Purpose
This study aimed to examine engagement and satisfaction with a mobile web-based education program (HiChart) among pregnant women.
Methods
A cross-sectional descriptive study was conducted of 97 pregnant women hospitalized for obstetric care. Data were collected from October 1 to November 30, 2016, and were analyzed with descriptive statistics.
Results
Among participants, 16.5% engaged fully with HiChart, while 43.3% engaged partially. The overall satisfaction with HiChart was high. Some main reasons for not engaging with the education were participants’ unawareness of the text messages, lack of time, and poor internet connection. The participants suggested that more educational content needed to be covered, such as coping with infant emergencies and information about the neonatal intensive care unit.
Conclusion
To increase pregnant women’s engagement with mobile web-based education, efforts are needed to strengthen the system of sending text messages as part of mobile web-based education to all patients, to inform pregnant women that an educational web link was sent, and to encourage them to engage with mobile web-based education. Furthermore, it is essential to improve the HiChart service by providing educational content corresponding to users’ needs.

Citations

Citations to this article as recorded by  
  • Exploring Pregnant Women’s Experiences With Mobile Chatbot-Based Antenatal Education: A Qualitative Descriptive Study
    Chien-Huei Kao, Hsiu-Chuan Chi, Ching-Yi Chang
    Western Journal of Nursing Research.2026;[Epub]     CrossRef
  • Evaluation of a Novel Supplemental Interactive Postpartum Telehealth Program: A Pilot Project
    Stacia L. Fridley, Tanya Tringali, Cindy L. Farley, Pamela Biernacki
    The Journal for Nurse Practitioners.2026; 22(3): 105690.     CrossRef
  • Sistema de Enfermagem apoio-educação na promoção do autocuidado a gestante de alto risco
    Ryanne Carolynne Marques Gomes Mendes, Priscila Cabral Melo Holanda, Cleide Maria Pontes, Suzana de Oliveira Mangueira, Francisca Márcia Pereira Linhares
    REME-Revista Mineira de Enfermagem.2023;[Epub]     CrossRef
  • Process evaluation of a mobile healthcare program among employees with overweight and obesity: a 12-week intervention study investigating the role of engagement
    Imhuei Son, Jiyoun Hong, Young Hee Han, Bo Jeong Gong, Meng Yuan Zhang, Woori Na, Cheongmin Sohn, Taisun Hyun
    Korean Journal of Community Nutrition.2023; 28(6): 466.     CrossRef
  • 7,394 View
  • 164 Download
  • 4 Crossref
Purpose
This study investigated differences in the relationships of factors including emotional problems, self-perception, parental behavior, and peer attachment with smartphone dependency (SD) among middle school, high school, and college students in South Korea.
Methods
This study used data from a nationwide sample of 1,882 middle school, 1,821 high school, and 1,346 college students who owned smartphones. Descriptive statistics and multiple regression analysis were conducted to investigate the predictors of SD based on school level.
Results
SD scores significantly differed across school levels. Female gender, more aggressive behavior, less ego-identity, and less monitoring parental behavior were linked to higher SD at all school levels. Less self-esteem and intrusive parental behavior were linked to SD in middle school students. In high school students, additional factors related to higher levels of SD were resilience, intrusive / inconsistent parental behavior, peer trust and alienation, and depression. Additionally, resilience, over-expectant parental behavior, and peer trust were linked to higher SD in college students.
Conclusion
This study provides insights into SD and predictors of SD among middle school, high school, and college students. Based on these findings, SD prevention programs should be developed according to the developmental stages of adolescents and young adults.

Citations

Citations to this article as recorded by  
  • Factors Influencing Suicidal Ideation in Female Adolescents With Smartphone Overdependence
    Hyeongyeong Yoon
    Journal of Pediatric Health Care.2025; 39(2): 225.     CrossRef
  • Uso Problemático del Smartphone, Procrastinación y Autoeficacia Académica en Estudiantes Universitarios
    Álvaro Camporro-Montila, María de la Villa Moral-Jiménez
    Revista de Psicología y Educación - Journal of Psy.2025; 20(2): 99.     CrossRef
  • Association between smartphone overdependence and sexual behavior in adolescents: a secondary data analysis of the 19th Youth Health Behavior Survey
    Bo Ryeong Lee, Ji Hyeon Lee
    Child Health Nursing Research.2025; 31(3): 134.     CrossRef
  • The Relationship Between Self-Esteem and Mobile Phone Addiction Among Mainland Chinese Adolescents: A Meta-Analysis
    Yipei Liang, Haitao Huang, Yueming Ding, Yiming Zhang, Guangli Lu, Chaoran Chen
    Psychological Reports.2024; 127(1): 5.     CrossRef
  • Smartphone dependency latent profile classification and association with emotional and behavioral difficulties among high school students in Korea
    Eunjoo Kim, Min Kyung Song
    Research in Community and Public Health Nursing.2024; 35: 84.     CrossRef
  • Father-child attachment on children’s screen time: mediating role of ego resilience
    Hwa-Mi Yang, Hye-Ryoung Kim
    BMC Pediatrics.2024;[Epub]     CrossRef
  • Relationships between adolescent smartphone usage patterns, achievement goals, and academic achievement
    Meehyun Yoon, Heoncheol Yun
    Asia Pacific Education Review.2023; 24(1): 13.     CrossRef
  • Latent classes of smartphone dependency trajectories and predictors of classes among middle school students in South Korea
    Eunjoo Kim, Juhyun Jo, Min Kyung Song
    Journal of Pediatric Nursing.2023; 73: 44.     CrossRef
  • Gender differences in smartphone addiction and depression among Korean adolescents: Focusing on the internal mechanisms of attention deficit and self-control
    Yangjin Park, Sungkyu Lee
    Computers in Human Behavior.2022; 136: 107400.     CrossRef
  • Latent Classes of Depressive Symptom Trajectories of Adolescents and Determinants of Classes
    Eunjoo Kim
    Journal of Korean Academy of Community Health Nurs.2022; 33(3): 299.     CrossRef
  • The Effect of Children’s Negative Automatic Thoughts on Their Problematic Smartphone Use: The Moderating Effect of Weekend Family Rituals
    Daeun Kim, Kyung Eun Jahng
    Korean Journal of Child Studies.2021; 42(5): 601.     CrossRef
  • Model Construction for Undergraduate Student College Adjustment
    Sona Lee, Hye Young Ahn
    International Journal of Environmental Research an.2020; 17(19): 7090.     CrossRef
  • 9,079 View
  • 220 Download
  • 12 Crossref
Factors associated with Smartphone Overdependency in Preschool Children
MinJung Lee, SungHee Park
Child Health Nurs Res 2018;24(4):383-392.   Published online October 31, 2018
DOI: https://doi.org/10.4094/chnr.2018.24.4.383
Purpose
The purpose of this study was to identify factors associated with smartphone overdependency in preschool children based on an analysis of mother, child, and their mutual dyadic relationships.
Methods
Data were collected from 171 mothers of preschool children enrolled at daycare centers and kindergartens from January to March 2018. The data were analyzed by descriptive statistics, the t-test, analysis of variance with Scheffé post hoc test, Pearson correlation coefficient, and hierarchical regression analysis using SPSS version 24.
Results
The self regulation of preschool children (β=-.358, p<.001) was the factor most closely associated with smartphone overdependency. The second most closely associated factor was children’s use of a smartphone 0.5-1 hour daily (β=-.249, p=.005). Additional associated factors were mothers’ use of a smartphone for 3-4 hours daily (β=.217, p=.002), children’s use of a smartphone for less than 0.5 hour daily (β=-.212, p=.006), and children’s use of a smartphone for 1-2 days per week (β=-.205, p=.026).
Conclusion
Based on the results of this study, it is necessary to try to develop guidelines and programs to prevent smart phone overdependency in preschool children.

Citations

Citations to this article as recorded by  
  • Types and contexts of child mobile screen use and associations with early childhood behavior
    Sumudu R. Mallawaarachchi, Jeromy Anglim, Sharon Horwood
    Early Childhood Research Quarterly.2025; 70: 274.     CrossRef
  • FACTORS ASSOCIATED WITH SMARTPHONE OVERDEPENDENCE IN PRESCHOOL CHILDREN AND ITS EFFECT ON SOCIAL BEHAVIORAL PROBLEMS
    Leyla Çakmak, Fikriye Aksoy Boğanak, Nurettin Menteş, Mustafa Volkan
    Sağlık ve Sosyal Refah Araştırmaları Dergisi.2025; 7(1): 43.     CrossRef
  • Prevalence, determinants and consequences of problematic smartphone use among preschoolers (3–5 years) from Dhaka, Bangladesh: A cross-sectional investigation
    Faruq Abdulla, Md. Moyazzem Hossain, Mohammed Nazmul Huq, Abdul Hai, Azizur Rahman, Russell Kabir, Farhana Jahan Peya, Sinigdha Islam, Hafiz T.A. Khan
    Journal of Affective Disorders.2023; 329: 413.     CrossRef
  • Uso de los dispositivos móviles en la infancia: oportunidades y peligros
    Mercedes González-Sanmamed, Luisa Losada-Puente , Nuria Rebollo-Quintela, Eduardo Rodríguez-Machado
    Psychology, Society & Education.2023; 15(3): 1.     CrossRef
  • Associations of smartphone and tablet use in early childhood with psychosocial, cognitive and sleep factors: a systematic review and meta-analysis
    Sumudu R. Mallawaarachchi, Jeromy Anglim, Merrilyn Hooley, Sharon Horwood
    Early Childhood Research Quarterly.2022; 60: 13.     CrossRef
  • The Relationship between Korean Parents’ Smartphone Addiction and That of Their Children: The Mediating Effects of Children’s Depression and Social Withdrawal
    Shin-Il Lim, Sookyung Jeong
    International Journal of Environmental Research an.2022; 19(9): 5593.     CrossRef
  • Parents’ perceptions of their children’s smartphone use (Percepciones de las familias sobre el uso infantil del móvil)
    Pablo-César Muñoz-Carril, Isabel Dans-Álvarez-de-Sotomayor, Eduardo-José Fuentes-Abeledo, María-Lidia Platas-Ferreiro
    Culture and Education.2022; 34(4): 974.     CrossRef
  • Smartphone use patterns and problematic smartphone use among preschool children
    Jeong Hye Park, Minjung Park, Tzipi Horowitz-Kraus
    PLOS ONE.2021; 16(3): e0244276.     CrossRef
  • Structural Equation Modeling of the Interaction between Mothers and Preschool-Age Children
    Hyun-Yi Chai, Mi-Young Choi
    Journal of Korean Academy of Nursing.2021; 51(5): 630.     CrossRef
  • Parental Factors Associated with Smartphone Overuse in Preschoolers: A Systematic Review and Meta-Analysis
    Gumhee Lee, Sungjae Kim, Heajin Yu
    Journal of Korean Academy of Nursing.2020; 50(3): 349.     CrossRef
  • 8,715 View
  • 332 Download
  • 10 Crossref
Factors Influencing Smartphone Addiction in Adolescents
Eun Jee Lee, Yune Kyong Kim, Su-Jin Lim
Child Health Nurs Res 2017;23(4):525-533.   Published online October 31, 2017
DOI: https://doi.org/10.4094/chnr.2017.23.4.525
Purpose
The purpose of this study was to verify the relationship among depression, school adjustment, parent-child bonding, parental control and smartphone addiction, and to identify factors which influence smartphone addiction in adolescents.
Methods
A cross-sectional design was used, with a convenience sample of 183 middle school students from 3 middle schools. Data collection was conducted through self-report questionnaires from April to May, 2017. Data were analyzed using χ2 test, Fisher’s exact test, t-test, one-way ANOVA, correlation coefficient analysis, and binary logistic regression with SPSS Ver. 21.0.
Results
The mean score for smartphone addiction was 29.40. Of the adolescents, 21.3% were in the smartphone addiction risk group. Logistic regression analysis showed that gender (OR=7.09, 95% Cl: 2.57~19.52), school life (OR=0.86, 95% Cl: 0.79~0.93), smartphone usage time (OR=1.32, 95% Cl: 1.04~1.66), and parental control (OR=4.70, 95% Cl: 1.04~21.29) were effect factors for the smartphone addiction risk group.
Conclusion
Findings indicate that school satisfaction was an important factor in adolescents’ smartphone addiction. Control oriented parent management of adolescents’ smartphone use did not reduce the risk of smartphone addiction and may have worsen the addiction. Future research is needed to improve understanding of how teachers and parents will manage their adolescents’ use of smartphones.

Citations

Citations to this article as recorded by  
  • Reciprocal associations between smartphone overdependence and anxiety in adolescents: evidence from a nationally representative survey in the Republic of Korea
    Eunok Park
    Osong Public Health and Research Perspectives.2026; 17(1): 72.     CrossRef
  • Effects of Parents' Negative Parenting Attitudes on Adolescents' Smartphone Overdependence : Sequential Mediating Effects of Peer Relationships and Grit
    Chaeyoung Hong, Kyungsim Oh, Jungmin Kim
    Korean Journal of Human Ecology.2025; 34(1): 45.     CrossRef
  • Parent-Child Relationships and Children’s Addiction to Smartphones: A Review of International Studies
    Victor P. Sheinov
    RUDN Journal of Psychology and Pedagogics.2025; 22(1): 75.     CrossRef
  • Smartphone dependency latent profile classification and association with emotional and behavioral difficulties among high school students in Korea
    Eunjoo Kim, Min Kyung Song
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A Survey of Smartphone-Based Health Education Needs for Parents
Shin-Jeong Kim, Jung Min Lee, Hye Young Min
Child Health Nurs Res 2016;22(4):346-354.   Published online October 31, 2016
DOI: https://doi.org/10.4094/chnr.2016.22.4.346
Purpose
The purpose of this study was to investigate the use of smartphones to address parents’ educational needs.
Methods
The participants were parents of children under 18 years old, Participants were 347 parents (222 mothers, 125 fathers). Data were collected from August, 15 to September, 2, 2016 using self-report questionnaire. Data were analyzed using descriptive statistics, t-test and ANOVA with the SPSS WIN 21.0 program.
Results
Parents had an average score of 3.30 (±.41) for the need to have smartphone health education. Among the educational subcategories, ‘child and family’ showed the highest average for educational needs (3.40, ±.57). According to the demographic characteristics of the participants, there were significant difference in parents’ age (t=4.354, p=.014), and parents’ who have received health education versus parents who have not (t=2.483, p=.014).
Conclusion
Findings indicate that the smartphone may be an effective educational method for parents.

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