1
|
David L, Ismaiel A, Foucambert P, Leucuta DC, Popa SL, Fadgyas Stanculete M, Dumitrascu DL. Mental Disorders, Social Media Addiction, and Academic Performance in Romanian Undergraduate Nursing Students. J Clin Med 2024; 13:4475. [PMID: 39124742 PMCID: PMC11312718 DOI: 10.3390/jcm13154475] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2024] [Revised: 07/24/2024] [Accepted: 07/27/2024] [Indexed: 08/12/2024] Open
Abstract
Introduction: We aimed to evaluate social media addiction in Romanian undergraduate nursing students and its association with academic performance, depression, and anxiety. Methods: We used a cross-sectional online survey to collect data among nursing undergraduate students enrolled at the University of Medicine and Pharmacy "Iuliu Hatieganu", Cluj-Napoca, Romania. The Social Media Addiction Scale-Student Form (SMAS-SF), Beck Depression Inventory (BDI), and State-Trait Anxiety Inventory (STAI) were used to assess social media addiction, depression, and anxiety, respectively. Results: A total of 90 nursing students participated in the study, of which 82 (91.1%) were females and 81 (90%) were of Romanian ethnicity. The median age of participants was 21 years (18-40). Males showed higher BDI total scores, SMAS-SF total scores, and STAI scale A state anxiety compared to females, and females showed higher STAI scale A trait anxiety compared to males, although these results were not statistically significant. Also, we found no significant difference in these variables between participants from different study years. Participants with no or mild depression had a significantly higher academic performance (p-value = 0.001), lower SMAS-SF (p-value = 0.004), and lower STAI scores (p-value < 0.001) compared to participants with borderline, moderate, or severe depression after performing multivariate regression analysis. Conclusions: Our study demonstrated that depression was significantly associated with social media addiction, anxiety, and lower academic performance in Romanian undergraduate nursing students.
Collapse
Affiliation(s)
- Liliana David
- 2nd Department of Internal Medicine, “Iuliu Hatieganu” University of Medicine and Pharmacy, 400006 Cluj-Napoca, Romania; (L.D.); (A.I.); (P.F.); (S.-L.P.); (D.L.D.)
| | - Abdulrahman Ismaiel
- 2nd Department of Internal Medicine, “Iuliu Hatieganu” University of Medicine and Pharmacy, 400006 Cluj-Napoca, Romania; (L.D.); (A.I.); (P.F.); (S.-L.P.); (D.L.D.)
| | - Paul Foucambert
- 2nd Department of Internal Medicine, “Iuliu Hatieganu” University of Medicine and Pharmacy, 400006 Cluj-Napoca, Romania; (L.D.); (A.I.); (P.F.); (S.-L.P.); (D.L.D.)
| | - Daniel Corneliu Leucuta
- Department of Medical Informatics and Biostatistics, “Iuliu Hatieganu” University of Medicine and Pharmacy, 400349 Cluj-Napoca, Romania
| | - Stefan-Lucian Popa
- 2nd Department of Internal Medicine, “Iuliu Hatieganu” University of Medicine and Pharmacy, 400006 Cluj-Napoca, Romania; (L.D.); (A.I.); (P.F.); (S.-L.P.); (D.L.D.)
| | - Mihaela Fadgyas Stanculete
- Department of Neurosciences, “Iuliu Hatieganu” University of Medicine and Pharmacy, 400006 Cluj-Napoca, Romania;
- Institute of Advanced Studies in Science and Technology, Babes-Bolyai University, 400347 Cluj-Napoca, Romania
| | - Dan L. Dumitrascu
- 2nd Department of Internal Medicine, “Iuliu Hatieganu” University of Medicine and Pharmacy, 400006 Cluj-Napoca, Romania; (L.D.); (A.I.); (P.F.); (S.-L.P.); (D.L.D.)
| |
Collapse
|
2
|
Wu W, Huang L, Yang F. Social anxiety and problematic social media use: A systematic review and meta-analysis. Addict Behav 2024; 153:107995. [PMID: 38401423 DOI: 10.1016/j.addbeh.2024.107995] [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: 10/20/2023] [Revised: 02/17/2024] [Accepted: 02/19/2024] [Indexed: 02/26/2024]
Abstract
Some theories posit a close relationship between social anxiety and problematic social media use; however, empirical findings are inconsistent, and existing hypotheses are conflicting. Hence, we conducted a systematic review and meta-analysis to clarify the relationship between social anxiety and problematic social media use. After searching and screening the literature, we identified 53 studies, including 59,928 participants and 56 effect sizes, for analysis. A meta-analysis was subsequently performed using CMA software. Results showed that social anxiety and problematic social media use were highly positively correlated. The moderating effect results suggested that the relationship between social anxiety and problematic social media use was influenced by the measurement instrument, sex, publication year, and platform type; however, the relationship was not moderated by region and age. It is suggested to consider social anxiety in the treatment of problematic social media use.
Collapse
Affiliation(s)
- Wenfeng Wu
- School of Psychology, Guizhou Normal University, Guiyang, China
| | - Liangrong Huang
- School of Psychology, Guizhou Normal University, Guiyang, China.
| | - Fang Yang
- School of Psychology, Guizhou Normal University, Guiyang, China
| |
Collapse
|
3
|
Wei P. The effect of self-compassion on social media addiction among college students - The mediating role of gratitude: An observational study. Medicine (Baltimore) 2024; 103:e37775. [PMID: 38787992 PMCID: PMC11132318 DOI: 10.1097/md.0000000000037775] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Accepted: 03/12/2024] [Indexed: 05/26/2024] Open
Abstract
In contemporary society, social media pervades every aspect of daily life, offering significant benefits such as enhanced access to information, improved interconnectivity, and fostering community among its users. However, its usage, particularly when excessive, can lead to negative psychological outcomes, including the prevalence of social media addiction (SMA) among adolescents. While extensive research has been conducted on the phenomenon of SMA, there is a notable paucity of studies examining the link between individual levels of self-compassion and susceptibility to SMA. This study aims to investigate the correlation between self-compassion and SMA in college students, while also examining the potential mediating influence of gratitude. The study sampled 1131 college students who engaged in an anonymous online survey. This survey utilized the Chinese translations of the Self-Compassion Scale, Gratitude Questionnaire, and SMA Scale. For data analysis, validated factor analysis was performed using IBM® SPSS® AMOS™ version 23. Correlation analyses were carried out with IBM® SPSS® version 22.0, and the PROCESS macro (Model 4) was employed to assess path and mediation effects. Higher levels of positive self-compassion were found to mitigate the effects of SMA, while elevated levels of negative self-compassion were associated with an increase in such addiction. The study further revealed that gratitude played a partial mediating role in the relationship between self-compassion and SMA. Specifically, positive self-compassion can reduce symptoms of SMA by enhancing levels of gratitude, whereas negative self-compassion may worsen these symptoms by diminishing gratitude. Positive self-compassion is instrumental in fostering personal growth among college students, with gratitude serving as a significant mediator in reducing SMA.
Collapse
Affiliation(s)
- Pengcheng Wei
- Center for Mental Health Education, Wuhan Polytechnic University, Wuhan, China
| |
Collapse
|
4
|
Mou Q, Zhuang J, Wu Q, Zhong Y, Dai Q, Cao X, Gao Y, Lu Q, Zhao M. Social media addiction and academic engagement as serial mediators between social anxiety and academic performance among college students. BMC Psychol 2024; 12:190. [PMID: 38582933 PMCID: PMC10998323 DOI: 10.1186/s40359-024-01635-7] [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: 06/07/2023] [Accepted: 02/29/2024] [Indexed: 04/08/2024] Open
Abstract
BACKGROUND Social anxiety has been shown to affect college students' academic performance. However, the role of social media addiction and academic engagement in this association is unclear. METHODS A total 2661 college students completed a self-report questionnaire including Liebowitz Social Anxiety Scale, the Bergen Social Media Addiction Scale, the Utrecht Student Work Engagement Scale for Students, and the grade point average. Hayes' PROCESS macro for SPSS was employed to test the serial mediation effect. RESULTS Results indicated that social anxiety was negatively related to academic performance, only academic engagement played a single mediating role in the relationship between social anxiety and academic performance, meanwhile social media addiction and academic engagement acted as serial mediators between social anxiety on academic performance. CONCLUSIONS Social media addiction and academic engagement can explain the potential mechanisms of the association between social anxiety and academic performance, which have implications for devising intervention strategies to enhance the mental health and academic outcomes of college students.
Collapse
Affiliation(s)
- Qiaoxing Mou
- Department of Health Management, School of Public Health, Nantong University, Nantong, Jiangsu, China
- School of Public Health, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Jie Zhuang
- Department of Health Management, School of Public Health, Nantong University, Nantong, Jiangsu, China
| | - Qunhong Wu
- Department of Health Management, School of Public Health, Nantong University, Nantong, Jiangsu, China
- Department of Group Health Care, Affiliated Maternity and Child Health Care Hospital of Nantong University, Nantong, Jiangsu, China
| | - Yaqin Zhong
- Department of Health Management, School of Public Health, Nantong University, Nantong, Jiangsu, China
| | - Qianqian Dai
- Department of Group Health Care, Affiliated Maternity and Child Health Care Hospital of Nantong University, Nantong, Jiangsu, China
| | - Xin Cao
- Department of Health Management, School of Public Health, Nantong University, Nantong, Jiangsu, China
| | - Yuexia Gao
- Department of Health Management, School of Public Health, Nantong University, Nantong, Jiangsu, China.
| | - Qingyun Lu
- Department of Health Management, School of Public Health, Nantong University, Nantong, Jiangsu, China.
| | - Miaomiao Zhao
- Department of Health Management, School of Public Health, Nantong University, Nantong, Jiangsu, China.
| |
Collapse
|
5
|
Macovei CM, Bumbuc Ș, Martinescu-Bădălan F. The role of personality traits in mediating the relation between fear of negative evaluation and social interaction anxiety. Front Psychol 2023; 14:1268052. [PMID: 37928579 PMCID: PMC10621049 DOI: 10.3389/fpsyg.2023.1268052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Accepted: 09/29/2023] [Indexed: 11/07/2023] Open
Abstract
Introduction Social interaction anxiety and fear of negative evaluation have many maladaptive outcomes and, in order to counteract their effects, it is essential to identify those psychological or social factors that make people vulnerable to them. One of these factors is the individual's personality structure: some personality traits increase the individuals' vulnerability to symptoms of social anxiety, while others protect them. Methods The aim of this paper is to analyse the role of HEXACO personality traits in mediating the relationship between fear of negative evaluation and social anxiety, in a sample of 352 cadets from the Land Forces Academy of Sibiu. The relationships between these concepts were analysed using structural equation modeling (SEM) in several hypothetical models, two of which were ultimately validated. Results In the first model, the fear of negative evaluation has an indirect effect on social interaction anxiety through the mediation of extraversion, conscientiousness, and altruism, separately. Furthermore, extraversion, conscientiousness, and altruism play a serial mediating role in the association between the fear of negative evaluation and social interaction anxiety. In the second model, the fear of negative evaluation has an indirect effect on social interaction anxiety through the mediation of social boldness, liveliness, and organization, separately, but not through altruism. Social boldness, liveliness, and organization played a serial mediating role in the relationship between the two constructs, while altruism moderated the relationship between liveliness, organization, and social interaction anxiety. Discussion Analysing the relationship between the individuals' personality traits, social anxiety, and fear of negative evaluation facilitated the identification of ways to cultivate desirable behaviours in social environments typified by compliance, discipline, uniformity, and rigor.
Collapse
Affiliation(s)
- Crenguța Mihaela Macovei
- Department of Applied Social Sciences and Humanities, “Nicolae Bălcescu” Land Forces Academy, Sibiu, Romania
| | | | | |
Collapse
|
6
|
Tullett-Prado D, Stavropoulos V, Gomez R, Doley J. Social media use and abuse: Different profiles of users and their associations with addictive behaviours. Addict Behav Rep 2023; 17:100479. [PMID: 36748081 PMCID: PMC9898019 DOI: 10.1016/j.abrep.2023.100479] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Revised: 12/08/2022] [Accepted: 01/07/2023] [Indexed: 01/22/2023] Open
Abstract
Introduction Social media use has become increasingly prevalent worldwide. Simultaneously, concerns surrounding social media abuse/problematic use, which resembles behavioural and substance addictions, have proliferated. This has prompted the introduction of 'Social Media Addiction' [SMA], as a condition requiring clarifications regarding its definition, assessment and associations with other addictions. Thus, this study aimed to: (a) advance knowledge on the typology/structure of SMA symptoms experienced and: (b) explore the association of these typologies with addictive behaviours related to gaming, gambling, alcohol, smoking, drug abuse, sex (including porn), shopping, internet use, and exercise. Methods A sample of 968 [Mage = 29.5, SDage = 9.36, nmales = 622 (64.3 %), nfemales = 315, (32.5 %)] adults was surveyed regarding their SMA experiences, using the Bergen Social Media Addiction Scale (BSMAS). Their experiences of Gaming, Internet, Gambling, Alcohol, Cigarette, Drug, Sex, Shopping and Exercise addictions were additionally assessed, and latent profile analysis (LPA) was implemented. Results Three distinct profiles were revealed, based on the severity of one's SMA symptoms: 'low', 'moderate' and 'high' risk. Subsequent ANOVA analyses suggested that participants classified as 'high' risk indicated significantly higher behaviours related to internet, gambling, gaming, sex and in particular shopping addictions. Conclusions Results support SMA as a unitary construct, while they potentially challenge the distinction between technological and behavioural addictions. Findings also imply that the assessment of those presenting with SMA behaviours, as well as prevention and intervention targeting SMA at risk groups, should consider other comorbid addictions.
Collapse
|
7
|
Kırca B, Saruhan V, Aydoğdu BN, Avcu A. Mediation effect of cognitive flexibility between fear of negative evaluation and interaction anxiety. CURRENT PSYCHOLOGY 2023. [DOI: 10.1007/s12144-023-04495-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/12/2023]
|
8
|
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: 11] [Impact Index Per Article: 11.0] [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.
Collapse
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.
| |
Collapse
|
9
|
Interpersonally-Based Fears and Problematic Social Networking Site Use: The Moderating Role of Online Social Support. Int J Ment Health Addict 2022. [DOI: 10.1007/s11469-022-00908-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/14/2022] Open
Abstract
AbstractWithin the Compensatory Internet Use Theory (CIUT) framework, online activities may compensate for psychosocial problems. However, those who attempt to satisfy their needs or mitigate their fears via Social Networking Sites (SNSs) may be at heightened risk for problematic use of SNSs (PSNSU), especially in cases when these fears have an interpersonal basis, and the individual effectively finds online social support. The current study hypothesizes that interpersonally-based fears (i.e., fear of no mattering, fear of intimacy, and fear of negative evaluation) predict PSNSU, and online social support moderates these associations. Four hundred and fifty Italian participants (Mage = 27.42 ± 7.54; F = 73.5%) take part in the study. As examined by path analysis, the three interpersonal fears were positively associated with PSNSU, and online social support significantly moderates the relationship between fear of negative evaluation and PSNSU. The model accounted for 19% of the variance of PSNSU and showed good fit indices. The associations' strengths decrease as age increases. Overall, the current study finds further support for the theory that motivations need to be taken into account when it comes to internet uses (i.e., CIUT) and extends our understanding by highlighting that online social support might reinforce the link between the fear of being negatively evaluated and PSNSU.
Collapse
|
10
|
Bayer JB, Anderson IA, Tokunaga R. Building and Breaking Social Media Habits. Curr Opin Psychol 2022; 45:101303. [DOI: 10.1016/j.copsyc.2022.101303] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Revised: 12/22/2021] [Accepted: 01/18/2022] [Indexed: 01/21/2023]
|