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Luo X. Effects of Social Anxiety and Subjective Well-Being on Problematic Mobile Social Media Use in First-Year University Students: The Mediating Role of Self-Esteem. Psychol Rep 2025; 128:2463-2483. [PMID: 37471647 DOI: 10.1177/00332941231190326] [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] [Indexed: 07/22/2023]
Abstract
Background: Problematic mobile social media use may impact college students' physical and mental health. This study aimed to elucidate the impact of social anxiety and subjective well-being on problematic mobile social media use and the mediating role of self-esteem in this relationship. Methods: A total of 387 first-year university students (39.8% females, 60.2% males; mean age = 18.74 years) were enrolled in this study and completed self-report measures of social anxiety, subjective well-being, self-esteem and problematic mobile social media use. A structural equation model was constructed and tested by AMOS 23.0 software. Results: (1) Social anxiety not only had a direct effect on problematic mobile social media use, but also had an indirect effect on problematic mobile social media use via self-esteem. (2) Subjective well-being was positively and significantly associated with self-esteem, as well as problematic mobile social media use. (3) Self-esteem played a suppressing role between subjective well-being and problematic mobile social media use. Conclusions: It is necessary to help college students reduce their social anxiety and increase their subjective happiness through appropriate ways, as this plays an important role in increasing self-esteem and reducing their problematic mobile social media use.
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Affiliation(s)
- Xiao Luo
- Mental Health Education Center, Sichuan University, Chengdu, China
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Wei T, Xing XL, Liu JJ, Gan Y, Gong X, Zhang XF, Xu B, Rong XX. The effect of social suspicion on social media addiction among Chinese college students: A moderated mediation model. PLoS One 2025; 20:e0323474. [PMID: 40397848 DOI: 10.1371/journal.pone.0323474] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2025] [Accepted: 04/09/2025] [Indexed: 05/23/2025] Open
Abstract
OBJECTIVE This study investigates the impact of social suspicion on social media addiction among Chinese college students, examining the mediating role of the sense of meaning in life and the moderating effect of gender. METHODS A cross-sectional survey was conducted from September 19, 2023, to November 2, 2023, involving 1,558 students from three universities in southern Anhui Province, China. Participants completed questionnaires assessing social suspicion, social media addiction, and the sense of meaning in life. Data were analyzed using correlation analysis, Hayes' PROCESS macro, and bootstrap methods to test mediation and moderation effects. RESULTS The findings revealed a bidirectional relationship between social suspicion and social media addiction. Social suspicion positively predicted social media addiction, with the sense of meaning in life mediating this relationship. Gender moderated the mediating effect, as the indirect effect of social suspicion on social media addiction through the sense of meaning in life was significantly stronger among female students compared to male students. Additionally, social media addiction also positively predicted social suspicion, with the sense of meaning in life and gender moderating this relationship. CONCLUSION This study reveals a bidirectional relationship between social suspicion and social media addiction among Chinese college students, mediated by a sense of meaning in life and moderated by gender. Social suspicion directly drives addiction while indirectly exacerbating it through reduced the sense of meaning in life, with females showing stronger mediation effects and males exhibiting heightened susceptibility to suspicion when addicted. These findings emphasize the need for gender-tailored interventions to address psychological vulnerabilities and mitigate risks of digital overuse.
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Affiliation(s)
- Tao Wei
- The First Affiliated Hospital of Anhui University of Science and Technology, Huainan, Anhui, China
| | - Xiao-Li Xing
- The First Affiliated Hospital of Anhui University of Science and Technology, Huainan, Anhui, China
| | - Jing-Jing Liu
- The First Affiliated Hospital of Anhui University of Science and Technology, Huainan, Anhui, China
| | - Yan Gan
- The First Affiliated Hospital of Anhui University of Science and Technology, Huainan, Anhui, China
| | - Xue Gong
- The First Affiliated Hospital of Anhui University of Science and Technology, Huainan, Anhui, China
| | - Xiu-Fang Zhang
- The First Affiliated Hospital of Anhui University of Science and Technology, Huainan, Anhui, China
| | - Bu Xu
- The First Affiliated Hospital of Anhui University of Science and Technology, Huainan, Anhui, China
| | - Xiang-Xia Rong
- The First Affiliated Hospital of Anhui University of Science and Technology, Huainan, Anhui, China
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Wang T, Chen W, Lin Y, Tang L, Sun J, Ge Y, Mao Y, Liu H. Psychometric properties of the Chinese version of the M.D. Anderson symptom Inventory-Multiple Myeloma Module: a translation and validation study. BMC Cancer 2025; 25:640. [PMID: 40200198 PMCID: PMC11980299 DOI: 10.1186/s12885-025-14054-7] [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: 02/13/2025] [Accepted: 04/01/2025] [Indexed: 04/10/2025] Open
Abstract
BACKGROUND The reliability of the M.D. Anderson Symptom Inventory-Multiple Myeloma Module (MDASI-MM) was evaluated through its Chinese translation among Chinese patients with multiple myeloma. METHODS The MDASI-MM scale underwent translation into Chinese following Brislin's two-way translation paradigm, incorporating ortho-translation, back-translation, pre-surveying, and cultural adaptation. The scale's validity and reliability were assessed using a sample of five hundred multiple myeloma patients from three tertiary general hospitals in Zhejiang Province, China, selected through convenience sampling based on inclusion and exclusion criteria. Descriptive statistics provided demographic information, while item analysis evaluated scale components. The scale's validity was assessed through content, construct, discriminant, convergent, and criterion validity analyses. Reliability was evaluated using internal consistency and split-half reliability measures, while responsiveness was assessed using the Mann-Whitney U test. RESULTS The Chinese version of the MDASI-MM scale consists of 26 items, including 13 core symptom items, seven multiple myeloma-specific symptom items, and six interference items. The item-level content validity index ranges from 0.889 to 1.000, the scale-level content validity index/universal agreement is 0.846, and the scale-level content validity index/average is 0.983. Validated factor analysis showed good model fit with χ2/df = 1.687, GFI = 0.879, RMSEA = 0.053, CFI = 0.913, NFI = 0.813, TLI = 0.899, IFI = 0.915, AGFI = 0.848. The combination reliability (CR) values ranged from 0.747 to 0.865, and the average variance extracted (AVE) ranged from 0.529 to 0.643. Each dimension's correlation coefficient with other dimensions was lower than the corresponding AVE's square root. The total scale demonstrated a Cronbach's alpha of 0.908 (range: 0.856-0.889) and split-half reliability of 0.890 (range: 0.873-0.916). CONCLUSIONS The Chinese version of the MDASI-MM scale demonstrates robust validity and reliability for evaluating clinical features in Chinese patients with multiple myeloma. This comprehensive symptom assessment tool enables healthcare professionals to examine disease characteristics thoroughly, providing a foundation for developing targeted and effective symptom management strategies.
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Affiliation(s)
- Ting Wang
- Nursing Department, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Weiwei Chen
- Department of Hematology-Oncology, Taizhou Hospital of Zhejiang Province affiliated to Wenzhou Medical University, Zhejiang, China
| | - Yingying Lin
- Department of Hematology, The Affiliated People's Hospital of Ningbo University, Zhejiang, China
| | - LeiWen Tang
- Department of Nursing, The Second Affiliated Hospital of Zhejiang University School of Medicine, Zhejiang, China.
- , 88 Jiefang Road, Shangcheng District, Hangzhou, Zhejiang Province, China.
| | - Junxiang Sun
- Nursing Department, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Yao Ge
- Nursing Department, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Yanke Mao
- Department of Hepatobiliary Surgery II, The Affiliated People's Hospital of Ningbo University, Zhejiang, China
| | - Huan Liu
- Nursing Department, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
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Zhang C, Liang C, Zhang F, Zhang Q, Xu K. Validation of the Chinese version of the perceived medical school stress (PMSS) scale and analysis of the associated factors. BMC Psychol 2025; 13:249. [PMID: 40082937 PMCID: PMC11908014 DOI: 10.1186/s40359-025-02604-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2024] [Accepted: 03/11/2025] [Indexed: 03/16/2025] Open
Abstract
BACKGROUND In recent decades, mental health and stress among medical students have become a global concern. Currently, China lacks a scale specifically designed to assess stress levels in medical school settings. This study aims to cross-culturally translate and adapt the Perceived Medical School Stress (PMSS) Scale into Chinese, evaluate its psychometric properties in medical schools, and analyze the associated factors of medical students' stress levels. METHODS Data collection for the Chinese version of the PMSS was conducted from October to November 2023, among medical students from selected medical schools in North and East China. Exploratory factor analysis (EFA) and confirmatory factor analysis (CFA) were used to evaluate the underlying factor structure. Content validity was assessed using the Content Validity Index (CVI). Criterion validity was evaluated with the Chinese version of the Perceived Stress Scale (PSS). Internal consistency was assessed by calculating Cronbach's alpha coefficient, McDonald's Omega coefficient, and test-retest reliability. Additionally, relationships between medical school stress and general demographic characteristics, insomnia severity, and self-efficacy were examined. RESULTS The final Chinese version of the PMSS supports a two-factor structure with 13 items, defined as "psychological stress and environment" and "resilience and expectations." The scale's Content Validity Index (CVI) was 0.980, with a criterion validity of 0.767. The Cronbach's alpha coefficient was 0.911, McDonald's Omega coefficient was 0.914, and the test-retest reliability was 0.794. Medical school stress levels showed significant differences based on gender and educational background (P < 0.05). Stress levels were positively correlated with insomnia severity and negatively correlated with self-efficacy. CONCLUSIONS The Chinese version of the PMSS is a reliable and valid tool for assessing stress levels among medical students in Chinese medical schools. Female students and those pursuing graduate degrees report higher levels of medical stress. Insomnia severity and self-efficacy significantly influence stress levels among medical students.
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Affiliation(s)
- Chunyan Zhang
- School of Nursing, Jinzhou Medical University, No 40, Section 3, Songpo Road, Jinzhou, 121001, China
| | - Chunguang Liang
- School of Nursing, Jinzhou Medical University, No 40, Section 3, Songpo Road, Jinzhou, 121001, China.
- Department of Life and Health, Huzhou College, Huzhou, 313000, Zhejiang, China.
| | - Fan Zhang
- School of Nursing, Jinzhou Medical University, No 40, Section 3, Songpo Road, Jinzhou, 121001, China
| | - Qian Zhang
- School of Nursing, Jinzhou Medical University, No 40, Section 3, Songpo Road, Jinzhou, 121001, China
| | - Kaiyan Xu
- School of Nursing, Jinzhou Medical University, No 40, Section 3, Songpo Road, Jinzhou, 121001, China
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Wang S, Wang X, Dai H. Psychometric properties of anxiety sensitivity Index-3 among Chinese college students and its preliminary application among this population experiencing campus lockdown. Soc Psychiatry Psychiatr Epidemiol 2025; 60:443-452. [PMID: 38951154 DOI: 10.1007/s00127-024-02713-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/02/2023] [Accepted: 06/24/2024] [Indexed: 07/03/2024]
Abstract
PURPOSE Anxiety sensitivity (AS) refers to fear of anxiety-related sensory arousal and has been revealed to be associated with increased psychological distress and mental problems. Although Anxiety Sensitivity Index-3 (ASI-3) has been confirmed to be effective in evaluating this construct, whether it is consistently applicable in college students is still elusive. The present study aimed to examine the psychometric properties and measurement invariance of Chinese version of ASI-3 (C-ASI-3) among college students experiencing campus lockdown due to novel coronavirus disease 2019 (COVID-19) pandemic. METHODS A total of 1532 Chinese college students (397, 25.9% males) aged between 16 and 25 were included in this study. Confirmatory factor analysis (CFA) was used to verify the factor structure of C-ASI-3. Multi-group CFA was conducted for analysis of measurement invariance with regard to gender. McDonald's omega values were computed for examination of scale reliability. For criterion, convergent, and divergent validity, average variance extracted (AVE) values for C-ASI-3 subscales, difference between square root of AVE for each factor and inter-factor correlation, as well as pearson correlation and partial correlation between the C-ASI-3 and other three scales, including the Depression, Anxiety, and Stress Scale-21 (DASS-21), the State-Trait Anxiety Inventory (STAI), and the Fear of COVID-19 scale (FCV-19 S) were evaluated. RESULTS The C-ASI-3 presented a three-factor scale structure with fit indices being as follows: χ2/df = 11.590, CFI = 0.938, RMSEA = 0.083, SRMR = 0.042. Strict measurement invariance was reached across gender. Regarding convergent validity, the C-ASI-3 had a high correlation with the DASS-21 (r = 0.597, p < 0.01) and the STAI (r = 0.504, p < 0.01). All AVE values for C-ASI-3 subscales were above 0.5. In terms of divergent validity, the C-ASI-3 had medium correlation with the FCV-19 S (r = 0.360, p < 0.01). Square of root of AVE for each factor was higher that inter-factor correlation. McDonald's omega values of the three dimensions ranged from 0.898 ~ 0.958. CONCLUSION The C-ASI-3 has acceptable psychometric properties among college students. College students with different gender have consistent understanding on the scale construct.
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Affiliation(s)
- Suyan Wang
- Centre for Mental Health Guidance, Jinzhou Medical University, Jinzhou, 121001, People's Republic of China
| | - Xue Wang
- School of Nursing, Jinzhou Medical University, No.40, Section 3, Songpo Road, Jinzhou, Liaoning, 121001, People's Republic of China
| | - Hongliang Dai
- School of Nursing, Jinzhou Medical University, No.40, Section 3, Songpo Road, Jinzhou, Liaoning, 121001, People's Republic of China.
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Wang Y, Zhang H, Bao S. Testing, revision and application of the social anxiety scale for Chinese social media users. Front Psychol 2024; 15:1378093. [PMID: 39444833 PMCID: PMC11497165 DOI: 10.3389/fpsyg.2024.1378093] [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: 01/29/2024] [Accepted: 09/17/2024] [Indexed: 10/25/2024] Open
Abstract
This study aims to modify the Social Anxiety Scale for Social Media Users (SAS-SMU) to make it more suitable for assessing social anxiety among Chinese social media users, taking into account the unique cultural nuances and social media usage patterns in China. Consequently, a systematic approach was adopted, involving three distinct studies. Study 1 involved translating the English scale into Chinese, conducting interviews with Chinese social media users, and subsequently revising the scale items based on the interview data to ensure cultural appropriateness. Study 2 employed an online survey to collect data and examine the reliability and construct validity of the revised scale, including a two-phase approach: an exploratory factor analysis (EFA) was conducted with 500 participants to identify the underlying factor structure, and a subsequent confirmatory factor analysis (CFA) with 408 participants was used to cross-validate the results. Thus far, this study has developed a social anxiety scale for Chinese mobile social media users (SAS-CMSMU) consisted of 11 items on three factors: Interaction Anxiety, Privacy Concern Anxiety, and Shared Content Anxiety. Study 3 (N = 1,006) applied the SAS-CMSMU to assess social anxiety among Wechat users. The results indicated that participants showed a high level of overall social anxiety (M = 3.646 > 3). Specifically, Privacy Anxiety was the most pronounced, followed by Shared Content Anxiety and Interaction Anxiety. Moreover, significant statistical differences in social anxiety levels were found among WeChat users across gender, age, education, income, and relationship status.
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Affiliation(s)
- Yaning Wang
- School of Journalism and Communication, Northwest University, Xi’an, China
| | - Huan Zhang
- School of Journalism and Communication, Nankai University, Tianjin, China
| | - Sarenna Bao
- Institute of Communication Studies, Communication University of China, Beijing, China
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Wang S, Zhu C, Dai H. Left-behind experience and mobile phone addiction among college students: A moderated mediation of social anxiety and sex. Heliyon 2024; 10:e35452. [PMID: 39170196 PMCID: PMC11336711 DOI: 10.1016/j.heliyon.2024.e35452] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Revised: 07/08/2024] [Accepted: 07/29/2024] [Indexed: 08/23/2024] Open
Abstract
Background With the popularity of smartphone among Chinese college students, mobile phone addiction (MPA) is emerging a remarkable behavior problem in this population. Thus, the present study was aimed at investigating a moderated mediation model of left-behind experience (LBE) affecting MPA via social anxiety moderated by sex difference. Methods A total of 1268 college students (Mage = 20.74, SD = 2.21) were recruited to complete self-administered questionnaires of mobile phone addiction index (MPAI) and interaction anxiousness scale (IAS). The participants also reported their sex, grade, and childhood and juvenile LBE. Results The results indicated that LBE increased the level of MPA among college students via mediation by social anxiety. Furthermore, sex moderated the influence of social anxiety on MPA in the mediating model. Specifically, social anxiety affects male college students more strongly than female ones in terms of MPA. Conclusion Our findings support that LBE, social anxiety, and sex difference should be critically included into consideration when performing interventions to buffer MPA among college students.
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Affiliation(s)
- Suyan Wang
- Center for Mental Health Guidance, Jinzhou Medical University, Jinzhou, 121001, Liaoning, PR China
| | - Chunmei Zhu
- Center for Health Management, The First Affiliated Hospital, Jinzhou Medical University, Jinzhou, 121001, Liaoning, PR China
| | - Hongliang Dai
- School of Nursing, Jinzhou Medical University, Jinzhou, 121001, Liaoning, PR China
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Xu K, Liang C, Zhao Y, Zhang F, Zhang C, Zhang Y, Zhang Y, Jiang Z. Psychometric evaluation of the Chinese version of the Scale of Effects of Social Media on Eating Behaviour and research of its influencing factors. BMC Public Health 2024; 24:508. [PMID: 38368327 PMCID: PMC10874064 DOI: 10.1186/s12889-024-17923-1] [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: 12/15/2023] [Accepted: 01/30/2024] [Indexed: 02/19/2024] Open
Abstract
BACKGROUND Social media has become an indispensable part of contemporary young people's lives, and the influence of social media on college students' eating and other health-related behaviors has become increasingly prominent. However, there is no assessment tool to determine the effects of social media on Chinese college students' eating behavior. This study aims to translate the Scale of Effects of Social Media on Eating Behaviour (SESMEB) into Chinese. Its applicability to Chinese college students was examined through reliability and validity indexes, and the influencing factors of SESMEB were explored. METHODS The questionnaire survey included 2374 Chinese college students. The Brislin translation model was used to translate the original scale into Chinese. Exploratory factor analysis (EFA) and confirmatory factor analysis (CFA) were used to test the construct validity of the scale, and the content validity of the scale was assessed through the content validity index. The internal consistency of the scale was assessed by calculating Cronbach's alpha coefficient, McDonald's Omega coefficient, split-half reliability, and test-retest reliability. Multiple stepwise linear regression analysis was performed to identify potential influences on the effects of social media on eating behavior. RESULTS EFA supported the one-factor structure, and the factor loadings of each item on this dimension were higher than 0.40. CFA showed good model fitness indexes. The content validity index of the scale was 0.94. The Cronbach's alpha coefficient and McDonald's Omega coefficient for the scale were 0.964, the split-half reliability coefficient was 0.953, and the test-retest reliability was 0.849. Gender, education, major, frequency of social media use, online sexual objectification experiences, fear of negative evaluations, and physical appearance perfectionism explained 73.8% of the variance in the effects of social media on eating behavior. CONCLUSIONS The Chinese version of the SESMEB has good psychometric properties and is a valid measurement tool for assessing the effects of social media on college students' eating behavior. Subjects who were female, highly educated, non-medical, had frequent social media use, online sexual objectification experiences, fear of negative evaluations, and physical appearance perfectionism used social media to have a higher impact on eating behavior.
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Affiliation(s)
- Kaiyan Xu
- School of Nursing, Jinzhou Medical University, No. 40, Section 3, Songpo Road, Linghe District, Jinzhou, 121001, P.R. China
| | - Chunguang Liang
- School of Nursing, Jinzhou Medical University, No. 40, Section 3, Songpo Road, Linghe District, Jinzhou, 121001, P.R. China.
| | - Ying Zhao
- School of Nursing, Jinzhou Medical University, No. 40, Section 3, Songpo Road, Linghe District, Jinzhou, 121001, P.R. China
| | - Fan Zhang
- School of Nursing, Jinzhou Medical University, No. 40, Section 3, Songpo Road, Linghe District, Jinzhou, 121001, P.R. China
| | - Chunyan Zhang
- School of Nursing, Jinzhou Medical University, No. 40, Section 3, Songpo Road, Linghe District, Jinzhou, 121001, P.R. China
| | - Yanhong Zhang
- Shenyang Jianzhu University Hospital, No. 25, Hunnan Middle Road, Hunnan District, Shenyang, 110168, P.R. China
| | - Yefan Zhang
- School of Nursing, Jinzhou Medical University, No. 40, Section 3, Songpo Road, Linghe District, Jinzhou, 121001, P.R. China
| | - Zhaoquan Jiang
- School of Nursing, Jinzhou Medical University, No. 40, Section 3, Songpo Road, Linghe District, Jinzhou, 121001, P.R. China
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