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Temperament, Character and Cognitive Emotional Regulation in the Latent Profile Classification of Smartphone Addiction in University Students

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  • Dong-Hyun Choi

    (Department of Counseling, Inje University, Gimhae 50834, Korea)

  • Young-Su Jung

    (College of Arts and Physical Education, Dong-A University, Busan 49236, Korea)

Abstract

The frequency of smartphone use has been increasing since COVID-19, and the problem of smartphone addiction is expected to intensify in modern society where smartphones have diverse uses. According to a recent study, cognitive emotional regulation strategies have proven to be effective in deepening or alleviating smartphone addiction. Therefore, it is necessary to understand the characteristics of smartphone addiction according to various psychosocial approaches, including the cognitive emotional regulation strategy. The purpose of this study is to classify the potential profiles of smartphone addiction and to verify the trends and differences of the classified groups. A total of 333 college students with an age range of 22–25 were targeted. All subjects were asked to take the Smartphone Addition Scale Based on Behavioral Addiction Criteria (SAS-B), Temperature and Character Inventory (TCI), and Cognitive Emotion Regulation Questionnaire (CERQ). In order to conduct a person-centered approach, Latent Profile Analysis (LPA) was used, and it was analyzed using Mplus 7. As a result, there were significant differences in the classification of potential groups for smart addiction. It was found that there is a high correlation between temperament and character in smartphone addiction and cognitive emotional regulation strategies. This study is expected to be useful as basic data for treatment and preventive approaches according to smartphone addiction in the future.

Suggested Citation

  • Dong-Hyun Choi & Young-Su Jung, 2022. "Temperament, Character and Cognitive Emotional Regulation in the Latent Profile Classification of Smartphone Addiction in University Students," Sustainability, MDPI, vol. 14(18), pages 1-16, September.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:18:p:11643-:d:917021
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    References listed on IDEAS

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    1. Natalio Extremera & Cirenia Quintana-Orts & Nicolás Sánchez-Álvarez & Lourdes Rey, 2019. "The Role of Cognitive Emotion Regulation Strategies on Problematic Smartphone Use: Comparison between Problematic and Non-Problematic Adolescent Users," IJERPH, MDPI, vol. 16(17), pages 1-12, August.
    2. Shijie Liu & Tao Xiao & Lin Yang & Paul D. Loprinzi, 2019. "Exercise as an Alternative Approach for Treating Smartphone Addiction: A Systematic Review and Meta-Analysis of Random Controlled Trials," IJERPH, MDPI, vol. 16(20), pages 1-16, October.
    3. Sheila Yu & Steve Sussman, 2020. "Does Smartphone Addiction Fall on a Continuum of Addictive Behaviors?," IJERPH, MDPI, vol. 17(2), pages 1-21, January.
    4. Fu, Linqian & Wang, Pengcheng & Zhao, Meng & Xie, Xin & Chen, Ye & Nie, Jia & Lei, Li, 2020. "Can emotion regulation difficulty lead to adolescent problematic smartphone use? A moderated mediation model of depression and perceived social support," Children and Youth Services Review, Elsevier, vol. 108(C).
    5. Lucia Monacis & Mark D. Griffiths & Pierpaolo Limone & Maria Sinatra & Rocco Servidio, 2020. "Selfitis Behavior: Assessing the Italian Version of the Selfitis Behavior Scale and Its Mediating Role in the Relationship of Dark Traits with Social Media Addiction," IJERPH, MDPI, vol. 17(16), pages 1-17, August.
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    1. Ali Hassan Najmi & Waleed Salim Alhalafawy & Marwa Zaki Tawfiq Zaki, 2023. "Developing a Sustainable Environment Based on Augmented Reality to Educate Adolescents about the Dangers of Electronic Gaming Addiction," Sustainability, MDPI, vol. 15(4), pages 1-22, February.

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