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<article xsi:noNamespaceSchemaLocation="http://jats.nlm.nih.gov/publishing/1.1/xsd/JATS-journalpublishing1-mathml3.xsd" dtd-version="1.1" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"><front><journal-meta><journal-id journal-id-type="publisher-id">IEF</journal-id><journal-title-group><journal-title>International Education Forum</journal-title></journal-title-group><issn>3083-4902</issn><eissn>2981-8605</eissn><publisher><publisher-name>Bio-Byword Scientific Publishing Pty. Ltd.</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.26689/ief.v2i4.7057</article-id><article-categories><subj-group subj-group-type="heading"><subject>Article</subject></subj-group></article-categories><title>The Impact of Personality Stability on Smartphone Addiction Among College Students</title><url>https://artdesignp.com/journal/IEF/2/4/10.26689/ief.v2i4.7057</url><author>WangXuanyun,JuSoon-Yew,ZengYan</author><pub-date pub-type="publication-year"><year>2024</year></pub-date><volume>2</volume><issue>4</issue><history><date date-type="pub"><published-time>2024-06-20</published-time></date></history><abstract>The rapid progress of information technology has led to a steady rise in the diversity and ubiquity of smartphones. College students are increasingly using cell phones to access social media, as they are no longer under parental control. Therefore, the harmful effects of excessive smartphone usage are becoming increasingly noticeable, resulting in the regular emergence of various psychological problems. It is crucial to analyze the relationship between the personality traits of college students and their smartphone addiction in this specific situation. A total of 375 sets of valid survey questionnaires were obtained from college students in Mianyang City, China. The data was analyzed using SmartPLS 4.1 software. Research findings indicate that college students with a stable personality are less prone to developing smartphone addiction.</abstract><keywords/></article-meta></front><body/><back><ref-list><ref id="B1" content-type="article"><label>1</label><element-citation publication-type="journal"><p>Mei SL, Zhang M, Liu L, 2006, Psychological Analysis of Addictive Behavior. Medicine and Society, (10): 38–40.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B2" content-type="article"><label>2</label><element-citation publication-type="journal"><p>Deng Y, Zhang L, Wang Y, 2017, Characteristics of Alexithymia and Empathy Deficit in College Students with Internet Addiction and Their Correlation. International Journal of Neurology Neurosurgery, (04): 357–360.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B3" content-type="article"><label>3</label><element-citation publication-type="journal"><p>Wang M, Dai X, Yao S, 2011, Development of the Chinese Big Five Personality Inventory (CBF-PI)—Theoretical Framework and Reliability Analysis. Chinese Journal of Clinical Psychology, 18(5): 545–548.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B4" content-type="article"><label>4</label><element-citation publication-type="journal"><p>Lin YH, Chang LR, Lee YH, et al., 2014, Development and Validation of the Smartphone Addiction Inventory (SPAI). PLoS ONE, 9(6): e98312. https://doi.org/10.1371/journal.pone.0098312</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B5" content-type="article"><label>5</label><element-citation publication-type="journal"><p>Chen SH, Weng LJ, Su YJ, et al., 2003, Development of a Chinese Internet Addiction Scale and Its Psychometric Study. Chin J Psychol, (45): 279–294.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B6" content-type="article"><label>6</label><element-citation publication-type="journal"><p>Hair JF, Hult GTM, Ringle CM, et al., 2014, A Primer on Partial Least Squares Structural Equation Modelling (PLS-SEM), Sage Publications, Thousand Oaks, CA.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B7" content-type="article"><label>7</label><element-citation publication-type="journal"><p>Hair JF, Hult GTM, Ringle CM, et al., 2017, Mirror, Mirror on the Wall: A Comparative Evaluation of Composite-Based Structural Equation Modelling Methods. Journal of the Academy of Marketing Science, 45(5): 616–632.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B8" content-type="article"><label>8</label><element-citation publication-type="journal"><p>Henseler J, Ringle CM, Sarstedt M, 2015, A New Criterion for Assessing Discriminant Validity in Variance-Based Structural Equation Modeling. Journal of The Academy of Marketing Science, (43): 115–135.</p><pub-id pub-id-type="doi"/></element-citation></ref></ref-list></back></article>
