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Du M, Zhao C, Hu H, Ding N, He J, Tian W, Zhao W, Lin X, Liu G, Chen W, Wang S, Wang P, Xu D, Shen X, Zhang G. Association between problematic social networking use and anxiety symptoms: a systematic review and meta-analysis. BMC Psychol 2024; 12:263. [PMID: 38735963 PMCID: PMC11089718 DOI: 10.1186/s40359-024-01705-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Accepted: 04/03/2024] [Indexed: 05/14/2024] Open
Abstract
A growing number of studies have reported that problematic social networking use (PSNU) is strongly associated with anxiety symptoms. However, due to the presence of multiple anxiety subtypes, existing research findings on the extent of this association vary widely, leading to a lack of consensus. The current meta-analysis aimed to summarize studies exploring the relationship between PSNU levels and anxiety symptoms, including generalized anxiety, social anxiety, attachment anxiety, and fear of missing out. 209 studies with a total of 172 articles were included in the meta-analysis, involving 252,337 participants from 28 countries. The results showed a moderately positive association between PSNU and generalized anxiety (GA), social anxiety (SA), attachment anxiety (AA), and fear of missing out (FoMO) respectively (GA: r = 0.388, 95% CI [0.362, 0.413]; SA: r = 0.437, 95% CI [0.395, 0.478]; AA: r = 0.345, 95% CI [0.286, 0.402]; FoMO: r = 0.496, 95% CI [0.461, 0.529]), and there were different regulatory factors between PSNU and different anxiety subtypes. This study provides the first comprehensive estimate of the association of PSNU with multiple anxiety subtypes, which vary by time of measurement, region, gender, and measurement tool.
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Affiliation(s)
- Mingxuan Du
- School of Mental Health, Wenzhou Medical University, 325035, Wenzhou, China
| | - Chengjia Zhao
- School of Education, Renmin University of China, 100872, Beijing, China
| | - Haiyan Hu
- School of Mental Health, Wenzhou Medical University, 325035, Wenzhou, China
| | - Ningning Ding
- School of Mental Health, Wenzhou Medical University, 325035, Wenzhou, China
| | - Jiankang He
- School of Mental Health, Wenzhou Medical University, 325035, Wenzhou, China
| | - Wenwen Tian
- School of Mental Health, Wenzhou Medical University, 325035, Wenzhou, China
| | - Wenqian Zhao
- School of Mental Health, Wenzhou Medical University, 325035, Wenzhou, China
| | - Xiujian Lin
- School of Mental Health, Wenzhou Medical University, 325035, Wenzhou, China
| | - Gaoyang Liu
- School of Mental Health, Wenzhou Medical University, 325035, Wenzhou, China
| | - Wendan Chen
- School of Mental Health, Wenzhou Medical University, 325035, Wenzhou, China
| | - ShuangLiu Wang
- School of Mental Health, Wenzhou Medical University, 325035, Wenzhou, China
| | - Pengcheng Wang
- School of Media and Communication, Shanghai Jiao Tong University, Dongchuan Road 800, 200240, Shanghai, China
| | - Dongwu Xu
- School of Mental Health, Wenzhou Medical University, 325035, Wenzhou, China
| | - Xinhua Shen
- Department of Neurosis and Psychosomatic Diseases, Huzhou Third Municipal Hospital, 313002, Huzhou, China.
| | - Guohua Zhang
- School of Mental Health, Wenzhou Medical University, 325035, Wenzhou, China.
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Kong W, Li Y, Luo A, Xie W. Status and Influencing Factors of Social Media Addiction in Chinese Workers: Cross-Sectional Survey Study. J Med Internet Res 2024; 26:e48026. [PMID: 38446542 PMCID: PMC10959171 DOI: 10.2196/48026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Revised: 10/31/2023] [Accepted: 02/07/2024] [Indexed: 03/07/2024] Open
Abstract
BACKGROUND Social media addiction (SMA) caused by excessive dependence on social media is becoming a global problem. At present, most of the SMA studies recruit college students as research participants, with very few studies involving workers and other age groups, especially in China. OBJECTIVE This study aims to investigate the current status of SMA among Chinese workers and analyze its influencing factors. METHODS From November 1, 2022, to January 30, 2023, we conducted an anonymous web-based questionnaire survey in mainland China, and a total of 5176 participants completed the questionnaire. The questionnaire included the Social Networking Service Addiction Scale, Maslach Burnout Inventory-General Survey scale, Mindful Attention Awareness Scale, as well as questionnaires regarding participants' social media use habits and demographic information. RESULTS Through strict screening, 3468 valid questionnaires were included in this study. The main findings of this study revealed the following: the average SMA score of workers was higher (mean 53.19, SD 12.04), and some of them (393/3468, 11.33%) relied heavily on social media; there were statistically significant differences in SMA scores among workers in different industries (F14,3453=3.98; P<.001); single workers (t3106=8.6; P<.001) and workers in a relationship (t2749=5.67; P<.001) had higher SMA scores than married workers, but some married workers (214/3468, 6.17%) were highly dependent on social media; the level of SMA among female workers was higher than that of male workers (t3466=3.65; P<.001), and the SMA score of workers negatively correlated with age (r=-0.22; P<.001) and positively correlated with education level (r=0.12; P<.001); the frequency of using social media for entertainment during work (r=0.33; P<.001) and the frequency of staying up late using social media (r=0.14; P<.001) were positively correlated with the level of SMA in workers; and the level of SMA in workers was significantly positively correlated with their level of burnout (r=0.35; P<.001), whereas it was significantly negatively correlated with their level of mindfulness (r=-0.55; P<.001). CONCLUSIONS The results of this study suggest that SMA among Chinese workers is relatively serious and that the SMA problem among workers requires more attention from society and academia. In particular, female workers, young workers, unmarried workers, highly educated workers, workers with bad social media habits, workers with high levels of job burnout, and workers with low levels of mindfulness were highly dependent on social media. In addition, occupation is an important influencing factor in SMA. Thus, the government should strengthen the supervision of social media companies. Medical institutions should provide health education on SMA and offer intervention programs for those addicted to social media. Workers should cultivate healthy habits while using social media.
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Affiliation(s)
- Weitao Kong
- The Second Xiangya Hospital, Central South University, Changsha, China
- School of Life Sciences, Central South University, Changsha, China
- Key Laboratory of Medical Information Research, Central South University, College of Hunan Province, Changsha, China
- Clinical Research Center For Cardiovascular Intelligent Healthcare In Hunan Province, Changsha, China
| | - Yuanyuan Li
- Department of Geratology, Hunan Provincial People's Hospital, The First Affiliated Hospital of Hunan Normal University, Changsha, China
| | - Aijing Luo
- The Second Xiangya Hospital, Central South University, Changsha, China
- School of Life Sciences, Central South University, Changsha, China
- Key Laboratory of Medical Information Research, Central South University, College of Hunan Province, Changsha, China
- Clinical Research Center For Cardiovascular Intelligent Healthcare In Hunan Province, Changsha, China
| | - Wenzhao Xie
- School of Life Sciences, Central South University, Changsha, China
- Key Laboratory of Medical Information Research, Central South University, College of Hunan Province, Changsha, China
- Clinical Research Center For Cardiovascular Intelligent Healthcare In Hunan Province, Changsha, China
- The Third Xiangya Hospital, Central South University, Changsha, China
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3
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Stangl FJ, Riedl R, Kiemeswenger R, Montag C. Negative psychological and physiological effects of social networking site use: The example of Facebook. Front Psychol 2023; 14:1141663. [PMID: 37599719 PMCID: PMC10435997 DOI: 10.3389/fpsyg.2023.1141663] [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: 01/10/2023] [Accepted: 05/03/2023] [Indexed: 08/22/2023] Open
Abstract
Social networking sites (SNS), with Facebook as a prominent example, have become an integral part of our daily lives and more than four billion people worldwide use SNS. However, the (over-)use of SNS also poses both psychological and physiological risks. In the present article, we review the scientific literature on the risk of Facebook (over-)use. Addressing this topic is critical because evidence indicates the development of problematic Facebook use ("Facebook addiction") due to excessive and uncontrolled use behavior with various psychological and physiological effects. We conducted a review to examine the scope, range, and nature of prior empirical research on the negative psychological and physiological effects of Facebook use. Our literature search process revealed a total of 232 papers showing that Facebook use is associated with eight major psychological effects (perceived anxiety, perceived depression, perceived loneliness, perceived eating disorders, perceived self-esteem, perceived life satisfaction, perceived insomnia, and perceived stress) and three physiological effects (physiological stress, human brain alteration, and affective experience state). The review also describes how Facebook use is associated with these effects and provides additional details on the reviewed literature, including research design, sample, age, and measures. Please note that the term "Facebook use" represents an umbrella term in the present work, and in the respective sections it will be made clear what kind of Facebook use is associated with a myriad of investigated psychological variables. Overall, findings indicate that certain kinds of Facebook use may come along with significant risks, both psychologically and physiologically. Based on our review, we also identify potential avenues for future research.
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Affiliation(s)
- Fabian J. Stangl
- Digital Business Institute, School of Business and Management, University of Applied Sciences Upper Austria, Steyr, Austria
| | - René Riedl
- Digital Business Institute, School of Business and Management, University of Applied Sciences Upper Austria, Steyr, Austria
- Institute of Business Informatics – Information Engineering, Johannes Kepler University Linz, Linz, Austria
| | - Roman Kiemeswenger
- Institute of Business Informatics – Information Engineering, Johannes Kepler University Linz, Linz, Austria
| | - Christian Montag
- Department of Molecular Psychology, Institute of Psychology and Education, Ulm University, Ulm, Germany
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4
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Marino C, Manari T, Vieno A, Imperato C, Spada MM, Franceschini C, Musetti A. Problematic social networking sites use and online social anxiety: The role of attachment, emotion dysregulation and motives. Addict Behav 2023; 138:107572. [PMID: 36502744 DOI: 10.1016/j.addbeh.2022.107572] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Revised: 11/29/2022] [Accepted: 11/30/2022] [Indexed: 12/10/2022]
Abstract
Problematic Social Networking Sites Use (PSNSU) and social anxiety are associated. SNSs users may develop online social anxiety that may become a standalone problem. The present study aims to test the mediating role of emotion dysregulation and motives (coping, conformity, social, and enhancement) between attachment (anxiety and avoidance) and two outcomes (PSNSU and online social anxiety) in an integrated theory-driven model. Self-report questionnaires were completed by 756 SNSs users (50.4 % females; mean age = 28.74 years, SD = 8.00). Results of the path analysis supported the partial mediating role of emotion dysregulation in the association between attachment anxiety and both the outcomes and the serial mediating role via four and three motives in the association with PSNSU and online social anxiety, respectively. This study highlighted the role of several relational, emotional, and motivational factors that should be taken into account to tackle PSNSU and online social anxiety through clinical and prevention interventions.
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Affiliation(s)
- Claudia Marino
- Dipartimento di Psicologia dello Sviluppo e della Socializzazione, Università degli Studi di Padova, Padova, Italy; Division of Psychology, School of Applied Sciences, London South Bank University, London, UK
| | - Tommaso Manari
- Department of Humanities, Social Sciences and Cultural Industries, University of Parma, Parma, Italy
| | - Alessio Vieno
- Dipartimento di Psicologia dello Sviluppo e della Socializzazione, Università degli Studi di Padova, Padova, Italy
| | - Chiara Imperato
- Department of Humanities, Social Sciences and Cultural Industries, University of Parma, Parma, Italy
| | - Marcantonio M Spada
- Division of Psychology, School of Applied Sciences, London South Bank University, London, UK
| | | | - Alessandro Musetti
- Department of Humanities, Social Sciences and Cultural Industries, University of Parma, Parma, Italy.
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5
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Social media addiction profiles and their antecedents using latent profile analysis: The contribution of social anxiety, gender, and age. TELEMATICS AND INFORMATICS 2022. [DOI: 10.1016/j.tele.2022.101879] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
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6
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Lopes LS, Valentini JP, Monteiro TH, Costacurta MCDF, Soares LON, Telfar-Barnard L, Nunes PV. Problematic Social Media Use and Its Relationship with Depression or Anxiety: A Systematic Review. CYBERPSYCHOLOGY, BEHAVIOR, AND SOCIAL NETWORKING 2022; 25:691-702. [DOI: 10.1089/cyber.2021.0300] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Affiliation(s)
| | | | | | | | | | | | - Paula Villela Nunes
- Department of Psychiatry, Jundiai Medical School, Jundiai, Brazil
- Department of Psychiatry, Psychiatry Institute, University of Sao Paulo Medical School, Sao Paulo, Brazil
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7
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Abstract
Recently, nomophobia (separation anxiety from mobile phone) has become a common phenomenon. The authors' main purpose was to explore latent classes of solitude behaviors and how they are related to nomophobia. Chinese versions of the Nomophobia Scale and the Solitude Behaviour Scale were used in a sample of college students (351 female and 327 male). Latent class analysis, analysis of variance, and regression analysis were employed to classify solitude behaviors and explore the relationship between solitude and nomophobia. A six-class model best fit the data (BIC = 60086.49). Significant differences among the classes were found on nomophobia. Loneliness, social avoidance, and eccentricity significantly predicted nomophobia. Solitude behaviors of college students can be divided into six latent classes. The classes with a high response preference for solitude scored higher on nomophobia, especially the fear of losing an Internet connection. Not self-determined solitude and negative-solitude had a positive effect on nomophobia.
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Affiliation(s)
- Xurong Lu
- Key Research Base of Humanities and Social Science of the Ministry of Education, the Academy of Psychology and Behaviour, and the Faculty of Psychology, Tianjin Normal University, Tianjin, China, and the Center of Collaborative Innovation for Assessment and Promotion of Mental Health, China
| | - Tour Liu
- Key Research Base of Humanities and Social Science of the Ministry of Education, the Academy of Psychology and Behaviour, and the Faculty of Psychology, Tianjin Normal University, Tianjin, China, and the Center of Collaborative Innovation for Assessment and Promotion of Mental Health, China
| | - Xiaorui Liu
- Key Research Base of Humanities and Social Science of the Ministry of Education, the Academy of Psychology and Behaviour, and the Faculty of Psychology, Tianjin Normal University, Tianjin, China, and the Center of Collaborative Innovation for Assessment and Promotion of Mental Health, China
| | - Haibo Yang
- Key Research Base of Humanities and Social Science of the Ministry of Education, the Academy of Psychology and Behaviour, and the Faculty of Psychology, Tianjin Normal University, Tianjin, China, and the Center of Collaborative Innovation for Assessment and Promotion of Mental Health, China
| | - Jon D Elhai
- Key Research Base of Humanities and Social Science of the Ministry of Education, the Academy of Psychology and Behaviour, and the Faculty of Psychology, Tianjin Normal University, Tianjin, China, and the Center of Collaborative Innovation for Assessment and Promotion of Mental Health, China.,Department of Psychology and Department of Psychiatry, University of Toledo, Toledo, Ohio
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8
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Musetti A, Manari T, Billieux J, Starcevic V, Schimmenti A. Problematic social networking sites use and attachment: A systematic review. COMPUTERS IN HUMAN BEHAVIOR 2022. [DOI: 10.1016/j.chb.2022.107199] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
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9
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Costanzo A, Santoro G, Russo S, Cassarà MS, Midolo LR, Billieux J, Schimmenti A. Attached to Virtual Dreams: The Mediating Role of Maladaptive Daydreaming in the Relationship Between Attachment Styles and Problematic Social Media Use. J Nerv Ment Dis 2021; 209:656-664. [PMID: 34448734 DOI: 10.1097/nmd.0000000000001356] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
ABSTRACT Maladaptive daydreaming describes excessive fantasy activity that interferes with an individual's life. Surprisingly, the precursors of maladaptive daydreaming and its role in excessive involvement in virtual worlds have been scarcely investigated. In the current study, we examined the relationships among attachment styles, maladaptive daydreaming, and problematic social media use (PSMU) in a sample of community-dwelling adults. Eight hundred seventy-seven participants between 18 and 68 years old were recruited via an online survey and asked to fill out self-reported measures on attachment styles, maladaptive daydreaming, and PSMU. Mediation analyses showed that maladaptive daydreaming is a significant mediator in the relationships between preoccupied and fearful attachment styles and PSMU, suggesting that maladaptive daydreaming partly explains the established link between insecure attachment styles and excessive use of social media. Individuals with PSMU fostered by maladaptive daydreaming may benefit from clinical interventions that promote the use of adaptive regulatory strategies to develop feelings of security and self-confidence that may serve to reduce the excessive involvement in social media.
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Affiliation(s)
- Antonino Costanzo
- Faculty of Human and Social Sciences, Kore University of Enna (UKE), Cittadella Universitaria, Enna (EN), Italy
| | - Gianluca Santoro
- Faculty of Human and Social Sciences, Kore University of Enna (UKE), Cittadella Universitaria, Enna (EN), Italy
| | - Santi Russo
- Faculty of Human and Social Sciences, Kore University of Enna (UKE), Cittadella Universitaria, Enna (EN), Italy
| | - Maria Silvia Cassarà
- Faculty of Human and Social Sciences, Kore University of Enna (UKE), Cittadella Universitaria, Enna (EN), Italy
| | - Laura Rosa Midolo
- Faculty of Human and Social Sciences, Kore University of Enna (UKE), Cittadella Universitaria, Enna (EN), Italy
| | - Joël Billieux
- Institute of Psychology, University of Lausanne, Lausanne, Switzerland
| | - Adriano Schimmenti
- Faculty of Human and Social Sciences, Kore University of Enna (UKE), Cittadella Universitaria, Enna (EN), Italy
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10
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Carollo A, Bonassi A, Cataldo I, Gabrieli G, Tandiono M, Foo JN, Lepri B, Esposito G. The relation between oxytocin receptor gene polymorphisms, adult attachment and Instagram sociability: An exploratory analysis. Heliyon 2021; 7:e07894. [PMID: 34611556 PMCID: PMC8477146 DOI: 10.1016/j.heliyon.2021.e07894] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Revised: 06/09/2021] [Accepted: 08/27/2021] [Indexed: 10/31/2022] Open
Abstract
Oxytocin is a primary neuropeptide which coordinates affiliative behavior. Previous researchers pointed to the association between genetic vulnerability on Oxytocin Receptor Gene (OXTR) and environmental factors (e.g., social relationships) to comprehend social behavior. Although an extensive knowledge of in-person social interactions has been obtained, little is known about online sociability. A gene-environment perspective is adopted to examine how OXTR and adult attachment moderate Instagram behavior. The genetic factors within the regions OXTR/rs53576 (A/A homozygotes vs G-carriers) and OXTR/rs2254298 (G/G homozygotes vs A-carriers) were assessed. The Experience in Close Relationships-Revised (ECR-R) questionnaire was used to collect participants' (N = 57, 16 males) attachment with a partner. The number of posts, followed people ("followings") and followers were obtained from Instagram, and the Social Desirability Index (SDI) was calculated as the ratio of followers to followings. Interaction effects between OXTR groups and ECR-R scores on the number of posts and SDI were hypothesized. Results showed an effect of rs53576 on the number of Instagram followings. Specifically, people with A/A OXTR/rs53576 genotype had more followings than G-carriers independent of the anxiety or avoidance felt towards their partner. These preliminary results offer insights into future investigations on social media behavior.
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Affiliation(s)
- Alessandro Carollo
- Department of Psychology and Cognitive Science, University of Trento, Rovereto, Italy
| | - Andrea Bonassi
- Department of Psychology and Cognitive Science, University of Trento, Rovereto, Italy
- Mobile and Social Computing Lab, Foundation Bruno Kessler, Trento, Italy
| | - Ilaria Cataldo
- Department of Psychology and Cognitive Science, University of Trento, Rovereto, Italy
| | - Giulio Gabrieli
- Psychology Program, School of Social Sciences, Nanyang Technological University, Singapore, Singapore
| | - Moses Tandiono
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
- Human Genetics, Genome Institute of Singapore, Singapore, Singapore
| | - Jia Nee Foo
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
- Human Genetics, Genome Institute of Singapore, Singapore, Singapore
| | - Bruno Lepri
- Mobile and Social Computing Lab, Foundation Bruno Kessler, Trento, Italy
| | - Gianluca Esposito
- Department of Psychology and Cognitive Science, University of Trento, Rovereto, Italy
- Psychology Program, School of Social Sciences, Nanyang Technological University, Singapore, Singapore
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
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11
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Boustead R, Flack M. Moderated-mediation analysis of problematic social networking use: The role of anxious attachment orientation, fear of missing out and satisfaction with life. Addict Behav 2021; 119:106938. [PMID: 33845255 DOI: 10.1016/j.addbeh.2021.106938] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2020] [Revised: 03/24/2021] [Accepted: 03/26/2021] [Indexed: 02/06/2023]
Abstract
Anxious attachment orientation has a well document relationship with problematic social networking use. Additionally, the fear of missing out and satisfaction with life have emerged as robust predictors of problematic social networking use. However, it remains unclear how these determinants may converge to promote problematic social networking use. Thus, the current study examined how anxious attachment, fear of missing out, and satisfaction with life concurrently influence problematic social networking use. One hundred and eighty-eight participants were recruited from online dissertation swap sites to complete an online questionnaire. The mean age of the sample was 31.95 (SD = 11.54) and 67% were female. As expected, anxious attachment was positively related to problematic social networking use. Further analysis indicated the relationship between anxious attachment and problematic social networking use was mediated by fear of missing out, and this relationship was moderated by satisfaction with life. These findings indicate that engendering greater levels of life satisfaction in those who engage in problematic social networking could present a viable prevention or treatment strategy.
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Affiliation(s)
- Roz Boustead
- College of Health and Human Sciences, Charles Darwin University, Darwin, Northern Territory 0909, Australia; College of Health and Human Sciences, Charles Darwin University, Darwin, Northern Territory 0909, Australia
| | - Mal Flack
- College of Health and Human Sciences, Charles Darwin University, Darwin, Northern Territory 0909, Australia; College of Health and Human Sciences, Charles Darwin University, Darwin, Northern Territory 0909, Australia
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12
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Dozois DJA. Depressive cognition on Twitter. Nat Hum Behav 2021; 5:414-415. [PMID: 33574603 DOI: 10.1038/s41562-021-01054-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- David J A Dozois
- University of Western Ontario Psychology, Westminster Hall, London, Ontario, Canada.
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13
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A review of theories and models applied in studies of social media addiction and implications for future research. Addict Behav 2021; 114:106699. [PMID: 33268185 DOI: 10.1016/j.addbeh.2020.106699] [Citation(s) in RCA: 63] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2020] [Revised: 10/05/2020] [Accepted: 10/07/2020] [Indexed: 12/23/2022]
Abstract
With the increasing use of social media, the addictive use of this new technology also grows. Previous studies found that addictive social media use is associated with negative consequences such as reduced productivity, unhealthy social relationships, and reduced life-satisfaction. However, a holistic theoretical understanding of how social media addiction develops is still lacking, which impedes practical research that aims at designing educational and other intervention programs to prevent social media addiction. In this study, we reviewed 25 distinct theories/models that guided the research design of 55 empirical studies of social media addiction to identify theoretical perspectives and constructs that have been examined to explain the development of social media addiction. Limitations of the existing theoretical frameworks were identified, and future research areas are proposed.
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14
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Cross-Sectional Study of Self-Concept and Gender in Relation to Physical Activity and Martial Arts in Spanish Adolescents during the COVID-19 Lockdown. EDUCATION SCIENCES 2020. [DOI: 10.3390/educsci10080210] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
The COVID-19 lockdown has negatively affected individuals’ welfare. However, there has been no research published heretofore about the levels of self-concept (SC) in adolescents, nor how having practised martial arts (MA) or any physical activity (PA) before the lockdown may have influenced the SC in that time. Hence, this study aimed to analyze some demographic, physical, and psychosocial parameters in Spanish adolescents throughout the COVID-19 quarantine through a cross-sectional investigation, establishing correlations among these factors. Methods: The present study had a descriptive, comparative, and cross-sectional design. The sample comprised of 54 (39.7%) male and 82 (60.3%) female Spanish adolescents aged 12–18 (M = 14.49; SD = 1.80). An ad-hoc questionnaire collected sociodemographic data; the self-concept Form 5 (AF5) questionnaire obtained data on SC dimensions. Results: There were some differences among the SC dimensions, with family and academic dimensions having higher values than the physical and emotional ones. Females’ academic SC was higher than that of males (p = 0.019). The practice of PA before the lockdown was positively associated with physical (p < 0.001) and social (p = 0.012) SC, yet there was no significant association between the previous practice of MA and SC (p > 0.050). Conclusions: the findings suggest that the COVID-19 lockdown negatively affected Spanish adolescents by decreasing their total SC and some dimensions of it, although PA may buffer psychological harmfulness in adolescents.
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15
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Liu C, Ma JL. Adult Attachment Orientations and Social Networking Site Addiction: The Mediating Effects of Online Social Support and the Fear of Missing Out. Front Psychol 2019; 10:2629. [PMID: 32038342 PMCID: PMC6988780 DOI: 10.3389/fpsyg.2019.02629] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2019] [Accepted: 11/07/2019] [Indexed: 12/01/2022] Open
Abstract
Evidence supports predictive roles of adult attachment orientations for the maintenance of social networking site (SNS) addiction, but the underlying mechanisms are mostly unknown. Based on attachment theory, this study explored whether online social support and the fear of missing out mediated the relationship between insecure attachment and social networking site addiction among 463 college students in China. A questionnaire was used to collect data using the Experience in Close Relationship Scale-Short Form, online social support scale, fear of missing out scale, and Chinese Social Media Addiction Scale. The results showed that online social support and fear of missing out mediated the relationship between anxious attachment and social networking site addiction in parallel paths and serially, and online social support negatively mediated the relationship between avoidant attachment and social networking site addiction. Theoretically, the present study contributes to the field by showing how insecure attachment is linked to SNS addiction. Practically, these findings could aid in future studies on SNS addiction prevention and interventions. Limitations of the present study were discussed.
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Affiliation(s)
- Chang Liu
- Yangtze Normal University, Chongqing, China
| | - Jian-Ling Ma
- Chongqing University of Posts and Telecommunications, Chongqing, China
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Liu C, Ma JL. Adult Attachment Style, Emotion Regulation, and Social Networking Sites Addiction. Front Psychol 2019; 10:2352. [PMID: 31749729 PMCID: PMC6843004 DOI: 10.3389/fpsyg.2019.02352] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2019] [Accepted: 10/02/2019] [Indexed: 11/13/2022] Open
Abstract
While there is substantial evidence that emotion regulation plays a role in the maintenance of substance and behavior addiction, its role in addiction to social networking sites (SNS) remains unclear. Drawing on attachment theory, we explore whether emotion regulation mediates the relationship between insecure attachment and SNS addiction among 463 college students. The participants completed the short version of the Experience in Close Relationships Scale, Difficulties in Emotion Regulation Scale, and Chinese Social Media Addiction Scale. The results indicated that attachment anxiety positively predicted SNS addiction and that emotion regulation mediated this link. These findings suggest that individuals' affective regulation capability should be a target of future interventions and treatments.
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Affiliation(s)
- Chang Liu
- Yangtze Normal University, Chongqing, China
| | - Jian-Ling Ma
- Chongqing University of Posts and Telecommunications, Chongqing, China
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