{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,22]],"date-time":"2026-07-22T05:06:09Z","timestamp":1784696769090,"version":"3.55.0"},"reference-count":36,"publisher":"Frontiers Media SA","license":[{"start":{"date-parts":[[2026,7,22]],"date-time":"2026-07-22T00:00:00Z","timestamp":1784678400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["frontiersin.org"],"crossmark-restriction":true},"short-container-title":["Front. Psychol."],"abstract":"<jats:sec>\n                    <jats:title>Background<\/jats:title>\n                    <jats:p>Smartphone addiction is an increasing mental health concern among university students, yet the emotional coping correlates related to this association remain insufficiently understood. This issue is strategically important in Chinese higher education because university students represent a large digitally embedded population facing academic, developmental, and psychosocial pressures. This study examined the cross-sectional associations among elevated addiction-like smartphone use, emotional coping strategies, mental health symptoms, and gender among Chinese university students who met the SAS-SV screening threshold.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>Guided by stress-coping theory, this study used convenience recruitment followed by criterion-based screening. A total of 2,401 students from two public universities in China completed the Smartphone Addiction Scale-Short Version (SAS-SV) screening procedure, and 1,276 students who met the SAS-SV screening threshold were included in the final analysis. Elevated addiction-like smartphone use was assessed using the SAS-SV, mental health symptoms using the Kessler Psychological Distress Scale (K10), and emotional coping strategies using the Emotion Regulation Questionnaire (ERQ), including reinterpretation strategy and suppression strategy. Direct and indirect statistical associations were tested using partial least squares structural equation modelling (PLS-SEM). Measurement invariance was evaluated before gender-based multigroup analysis.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>\n                      Smartphone addiction was positively associated with mental health symptoms (\n                      <jats:italic>\u03b2<\/jats:italic>\n                      \u202f=\u202f0.748,\n                      <jats:italic>t<\/jats:italic>\n                      \u202f=\u202f55.524,\n                      <jats:italic>p<\/jats:italic>\n                      \u202f&amp;lt;\u202f0.001), suppression strategy (\n                      <jats:italic>\u03b2<\/jats:italic>\n                      \u202f=\u202f0.357,\n                      <jats:italic>t<\/jats:italic>\n                      \u202f=\u202f12.075,\n                      <jats:italic>p<\/jats:italic>\n                      \u202f&amp;lt;\u202f0.001), and reinterpretation strategy (\n                      <jats:italic>\u03b2<\/jats:italic>\n                      \u202f=\u202f0.214,\n                      <jats:italic>t<\/jats:italic>\n                      \u202f=\u202f7.230,\n                      <jats:italic>p<\/jats:italic>\n                      \u202f&amp;lt;\u202f0.001). Suppression strategy showed a positive indirect association between smartphone addiction and mental health symptoms, whereas reinterpretation strategy showed a negative indirect association. The model explained 66.2% of the variance in mental health symptoms. Gender did not significantly moderate the direct pathway, but the indirect pathway through reinterpretation strategy was significant among male students only.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusion<\/jats:title>\n                    <jats:p>The findings identify theoretically meaningful cross-sectional associations among smartphone addiction, emotional coping strategies, and mental health symptoms. Suppression and reinterpretation strategies showed different patterns of association with mental health symptoms, suggesting that emotional coping strategies may be relevant targets for future longitudinal and intervention research. As the data were collected at a single time point, the observed relationships cannot support causal inference and should instead be interpreted as associations.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.3389\/fpsyg.2026.1833715","type":"journal-article","created":{"date-parts":[[2026,7,22]],"date-time":"2026-07-22T04:41:30Z","timestamp":1784695290000},"update-policy":"https:\/\/doi.org\/10.3389\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Smartphone addiction, emotional coping strategies, and mental health symptoms in Chinese university students: a gender-based analysis"],"prefix":"10.3389","volume":"17","author":[{"given":"Xu","family":"Liu","sequence":"first","affiliation":[{"name":"School of Educational Sciences, Xinxiang University","place":["Xinxiang, Henan, China"]},{"name":"Department of Human Development and Family Studies, Faculty of Human Ecology, Universiti Putra Malaysia","place":["Serdang, Selangor, Malaysia"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhenggui","family":"Gu","sequence":"additional","affiliation":[{"name":"School of Music, Xinxiang University","place":["Xinxiang, Henan, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lulu","family":"Shi","sequence":"additional","affiliation":[{"name":"Department of Human Development and Family Studies, Faculty of Human Ecology, Universiti Putra Malaysia","place":["Serdang, Selangor, Malaysia"]},{"name":"School of Education, Weifang University of Science and Technology","place":["Weifang, Shandong, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1965","published-online":{"date-parts":[[2026,7,22]]},"reference":[{"key":"ref1","doi-asserted-by":"publisher","first-page":"152076","DOI":"10.1016\/j.apnu.2026.152076","article-title":"Always online, still alone: a qualitative study of technology-facilitated loneliness and mood symptoms among university students","volume":"61","author":"Ahmed","year":"2026","journal-title":"Arch. Psychiatr. Nurs."},{"key":"ref2","doi-asserted-by":"publisher","first-page":"1176","DOI":"10.1038\/s41562-025-02168-8","article-title":"Emotion regulation and mental health across cultures: a systematic review and meta-analysis","volume":"9","author":"Chen","year":"2025","journal-title":"Nat. Hum. Behav."},{"key":"ref3","doi-asserted-by":"publisher","first-page":"993","DOI":"10.3390\/ijerph20020993","article-title":"Gender differences in coping and psychological adaptation during the COVID-19 pandemic","volume":"20","author":"Cholankeril","year":"2023","journal-title":"Int. J. Environ. Res. Public Health"},{"key":"ref4","doi-asserted-by":"publisher","first-page":"577","DOI":"10.1080\/10615806.2023.2165647","article-title":"Cognitive reappraisal, emotional expression and mindfulness in adaptation to bereavement: a longitudinal study","volume":"36","author":"Eisma","year":"2023","journal-title":"Anxiety Stress Coping"},{"key":"ref5","doi-asserted-by":"publisher","first-page":"269","DOI":"10.5152\/alphapsychiatry.2024.231496","article-title":"Depression and smartphone addiction among college students: the mediating effect of emotional exhaustion","volume":"25","author":"Feng","year":"2024","journal-title":"Alpha Psychiatry"},{"key":"ref6","doi-asserted-by":"publisher","first-page":"e77167","DOI":"10.2196\/77167","article-title":"Mental health profiles based on self-regulation and technology use in the digital era in a Spanish-speaking sample: latent profile analysis","volume":"13","author":"Garzon Umerenkova","year":"2026","journal-title":"JMIR Hum. Factors"},{"key":"ref7","doi-asserted-by":"publisher","first-page":"118","DOI":"10.3390\/psychiatryint6040118","article-title":"Smartphone addiction in youth: a narrative review of systematic evidence and emerging strategies","volume":"6","author":"Giansanti","year":"2025","journal-title":"Psychiatry Int."},{"key":"ref8","doi-asserted-by":"publisher","first-page":"271","DOI":"10.1037\/1089-2680.2.3.271","article-title":"The emerging field of emotion regulation: an integrative review","volume":"2","author":"Gross","year":"1998","journal-title":"Rev. Gen. Psychol."},{"key":"ref9","doi-asserted-by":"publisher","first-page":"348","DOI":"10.1037\/0022-3514.85.2.348","article-title":"Individual differences in two emotion regulation processes: implications for affect, relationships, and well-being","volume":"85","author":"Gross","year":"2003","journal-title":"J. Pers. Soc. Psychol."},{"key":"ref10","doi-asserted-by":"publisher","first-page":"2","DOI":"10.1108\/EBR-11-2018-0203","article-title":"When to use and how to report the results of PLS-SEM","volume":"31","author":"Hair","year":"2019","journal-title":"Eur. Bus. Rev."},{"key":"ref11","doi-asserted-by":"publisher","first-page":"405","DOI":"10.1108\/IMR-09-2014-0304","article-title":"Testing measurement invariance of composites using partial least squares","volume":"33","author":"Henseler","year":"2016","journal-title":"Int. Mark. Rev."},{"key":"ref12","doi-asserted-by":"publisher","first-page":"1301","DOI":"10.1111\/j.1467-6494.2004.00298.x","article-title":"Healthy and unhealthy emotion regulation: personality processes, individual differences, and life span development","volume":"72","author":"John","year":"2004","journal-title":"J. Pers."},{"key":"ref13","doi-asserted-by":"publisher","first-page":"8","DOI":"10.1001\/archpsyc.1994.03950010008002","article-title":"Lifetime and 12-month prevalence of DSM-III-R psychiatric disorders in the United States: results from the National Comorbidity Survey","volume":"51","author":"Kessler","year":"1994","journal-title":"Arch. Gen. Psychiatry"},{"key":"ref14","doi-asserted-by":"publisher","first-page":"zmac040","DOI":"10.1093\/jcmc\/zmac040","article-title":"A tale of two concepts: differential temporal predictions of habitual and compulsive social media use concerning connection overload and sleep quality","volume":"28","author":"Koban","year":"2023","journal-title":"J. Comput. Mediat. Commun."},{"key":"ref15","doi-asserted-by":"publisher","first-page":"1","DOI":"10.4018\/ijec.2015100101","article-title":"Common method bias in PLS-SEM: a full collinearity assessment approach","volume":"11","author":"Kock","year":"2015","journal-title":"Int. J. e-Collab."},{"key":"ref16","doi-asserted-by":"publisher","first-page":"354","DOI":"10.1186\/s40359-025-02696-y","article-title":"The impact of academic anxiety on smartphone addiction among college students: the mediating role of self-regulatory fatigue and the moderating role of mindfulness","volume":"13","author":"Kong","year":"2025","journal-title":"BMC Psychol."},{"key":"ref17","doi-asserted-by":"publisher","first-page":"e83558","DOI":"10.1371\/journal.pone.0083558","article-title":"The smartphone addiction scale: development and validation of a short version for adolescents","volume":"8","author":"Kwon","year":"2013","journal-title":"PLoS One"},{"key":"ref18","volume-title":"Stress, Appraisal, and Coping","author":"Lazarus","year":"1984"},{"key":"ref19","doi-asserted-by":"publisher","first-page":"97","DOI":"10.1186\/s40359-020-00466-6","article-title":"The relationship of smartphone addiction with psychological distress and neuroticism among university medical students","volume":"8","author":"Lei","year":"2020","journal-title":"BMC Psychol."},{"key":"ref20","doi-asserted-by":"publisher","first-page":"1388","DOI":"10.1186\/s40359-025-03702-z","article-title":"The relationship between perceived stress and mobile phone addiction in adolescents: a meta-analysis","volume":"13","author":"Li","year":"2025","journal-title":"BMC Psychol."},{"key":"ref21","doi-asserted-by":"publisher","first-page":"1533757","DOI":"10.3389\/fpsyt.2025.1533757","article-title":"Understanding the complex network of anxiety, depression, sleep problems, and smartphone addiction among college art students using network analysis","volume":"16","author":"Luo","year":"2025","journal-title":"Front. Psych."},{"key":"ref22","doi-asserted-by":"publisher","first-page":"e70843","DOI":"10.1002\/hsr2.70843","article-title":"The psychopathology of problematic smartphone use (PSU): a narrative review of burden, mediating factors, and prevention","volume":"8","author":"Ndayambaje","year":"2025","journal-title":"Health Sci. Rep."},{"key":"ref23","doi-asserted-by":"publisher","first-page":"2390","DOI":"10.1080\/13607863.2021.1998350","article-title":"Cognitive reappraisal, emotional suppression, and depressive and anxiety symptoms in later life: the moderating role of gender","volume":"26","author":"Preston","year":"2022","journal-title":"Aging Ment. Health"},{"key":"ref24","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1027\/1015-5759\/a000730","article-title":"Evaluating gender differences in problematic smartphone use","volume":"40","author":"Salerno","year":"2022","journal-title":"Eur. J. Psychol. Assess."},{"key":"ref25","doi-asserted-by":"publisher","first-page":"2322","DOI":"10.1108\/EJM-02-2019-0189","article-title":"Predictive model assessment in PLS-SEM: guidelines for using PLSpredict","volume":"53","author":"Shmueli","year":"2019","journal-title":"Eur. J. Mark."},{"key":"ref26","doi-asserted-by":"publisher","first-page":"1563","DOI":"10.1037\/emo0001373","article-title":"The role of executive function in cognitive reappraisal: a meta-analytic review","volume":"24","author":"Toh","year":"2024","journal-title":"Emotion"},{"key":"ref27","doi-asserted-by":"publisher","first-page":"810","DOI":"10.3390\/bs13100810","article-title":"Does the effect of stress on smartphone addiction vary depending on the gender and type of addiction?","volume":"13","author":"Tu","year":"2023","journal-title":"Behav. Sci."},{"key":"ref28","doi-asserted-by":"publisher","first-page":"548","DOI":"10.1007\/s12144-026-09160-z","article-title":"A meta-analytic review of smartphone addiction prevalence in Chinese college students","volume":"45","author":"Wang","year":"2026","journal-title":"Curr. Psychol."},{"key":"ref29","doi-asserted-by":"publisher","first-page":"320","DOI":"10.1186\/s12888-022-03945-9","article-title":"Gender differences in pleasure: the mediating roles of cognitive flexibility and emotional expressivity","volume":"22","author":"Wang","year":"2022","journal-title":"BMC Psychiatry"},{"key":"ref30","doi-asserted-by":"publisher","first-page":"1266","DOI":"10.1177\/08944393231222680","article-title":"Preference for smartphone-based internet applications and smartphone addiction among young adult addicts: gender difference in psychological network","volume":"42","author":"Wei","year":"2024","journal-title":"Soc. Sci. Comput. Rev."},{"key":"ref31","doi-asserted-by":"publisher","first-page":"2590306","DOI":"10.1080\/02673843.2025.2590306","article-title":"Gender differences in the pathways linking parental psychological control, emotion regulation, and psychological distress among university students with smartphone addiction","volume":"30","author":"Xu","year":"2025","journal-title":"Int. J. Adolesc. Youth"},{"key":"ref32","doi-asserted-by":"publisher","first-page":"1311","DOI":"10.1186\/s40359-025-03675-z","article-title":"Digital stress and problematic social media use among college students: exploring dual emotional pathways and the moderating role of cognitive reappraisal","volume":"13","author":"Zhan","year":"2025","journal-title":"BMC Psychol."},{"key":"ref33","doi-asserted-by":"publisher","first-page":"1362121","DOI":"10.3389\/fpubh.2024.1362121","article-title":"Prevalence of smartphone addiction and its relation with psychological distress and internet gaming disorder among medical college students","volume":"12","author":"Zhang","year":"2024","journal-title":"Front. Public Health"},{"key":"ref34","doi-asserted-by":"publisher","first-page":"e0278092","DOI":"10.1371\/journal.pone.0278092","article-title":"Translation and psychometric evaluation of smartphone addiction scale-short version (SAS-SV) among Chinese college students","volume":"17","author":"Zhao","year":"2022","journal-title":"PLoS One"},{"key":"ref35","first-page":"627","article-title":"Reliability and validity of 10-item Kessler scale (K10) Chinese version in evaluation of mental health status of Chinese population","volume":"16","author":"Zhou","year":"2008","journal-title":"Chin. J. Clin. Psychol."},{"key":"ref36","doi-asserted-by":"publisher","first-page":"1542040","DOI":"10.3389\/fpsyt.2025.1542040","article-title":"The impact of smartphone addiction on mental health and its relationship with life satisfaction in the post-COVID-19 era","volume":"16","author":"Zhu","year":"2025","journal-title":"Front. 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