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Zhang C, Tang L, Liu Z. How social media usage affects psychological and subjective well-being: testing a moderated mediation model. BMC Psychol 2023; 11:286. [PMID: 37737198 PMCID: PMC10515432 DOI: 10.1186/s40359-023-01311-2] [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: 07/14/2023] [Accepted: 09/05/2023] [Indexed: 09/23/2023] Open
Abstract
BACKGROUND A growing body of literature demonstrates that social media usage has witnessed a rapid increase in higher education and is almost ubiquitous among young people. The underlying mechanisms as to how social media usage by university students affects their well-being are unclear. Moreover, current research has produced conflicting evidence concerning the potential effects of social media on individuals' overall well-being with some reporting negative outcomes while others revealing beneficial results. METHODS To address the research gap, the present research made an attempt to investigate the crucial role of social media in affecting students' psychological (PWB) and subjective well-being (SWB) by testing the mediating role of self-esteem and online social support and the moderation effect of cyberbullying. The data in the study were obtained from a sample of 1,004 college students (483 females and 521 males, Mage = 23.78, SD = 4.06) enrolled at 135 Chinese universities. AMOS 26.0 and SPSS 26.0 as well as the Process macro were utilized for analyzing data and testing the moderated mediation model. RESULTS Findings revealed that social media usage by university students was positively associated with their PWB and SWB through self-esteem and online social support, and cyberbullying played a moderating role in the first phase of the mediation process such that the indirect associations were weak with cyberbullying reaching high levels. CONCLUSION These findings highlight the importance of discerning the mechanisms moderating the mediated paths linking social media usage by young adults to their PWB and SWB. The results also underline the importance of implementing measures and interventions to alleviate the detrimental impacts of cyberbullying on young adults' PWB and SWB.
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Affiliation(s)
- Chang'an Zhang
- School of Foreign Studies, Xi'an Jiaotong University, No. 28 Xianning West Road, Beilin District, Xi'an, 710049, Shaanxi Province, China
| | - Lingjie Tang
- School of Foreign Studies, Xi'an Jiaotong University, No. 28 Xianning West Road, Beilin District, Xi'an, 710049, Shaanxi Province, China.
| | - Zhifang Liu
- Educational Studies, Universiti Sains Malaysia, Bangunan D02, 11800, Gelugor City, Penang Island, Malaysia
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Bakwa Kanyinga F, Gogovor A, Dofara SG, Gadio S, Tremblay M, Daniel SJ, Rivest LP, Légaré F. Evaluating the impact of continuing professional development courses on physician behavioral intention: a pre-post study with follow-up at six months. BMC MEDICAL EDUCATION 2023; 23:629. [PMID: 37661265 PMCID: PMC10476392 DOI: 10.1186/s12909-023-04597-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Accepted: 08/17/2023] [Indexed: 09/05/2023]
Abstract
BACKGROUND Continuing professional development (CPD) for health professionals includes educational activities to maintain or improve skills. We evaluated the impact of a series of CPD courses by identifying factors influencing physicians' intention to adopt targeted behaviors and assessing self-reported behavior adoption six months later. METHODS In this pre-post study, eligible participants attended at least one in-person course at the Fédération des Médecins Spécialistes du Québec annual meeting in November 2019. Before and afterwards, participants completed CPD-REACTION, a validated questionnaire based on Godin's integrated model for health professional behavior change that measures intention and psychosocial factors influencing intention. We used Wilcoxon signed-rank test to compare pre- and post-course intention scores and linear regression analyses to identify factors influencing intention. We also compared the post-course intention scores of participants reporting a behavior change six months later with the scores of those reporting no behavior change six months later. Qualitative data was collected only six months after courses and responses to open-ended questions were analyzed using the Theoretical Domains Framework. RESULTS A total of 205/329 course attendees completed CPD-REACTION (response rate 62.3%). Among these participants, 158/329 (48%) completed the questionnaire before CPD courses, 129/329 (39.2%) only after courses and 47/329 (14.3%) at 6 months. Study population included 192 physicians of whom 78/192(40.6%) were female; 59/192(30.7%) were between 50 and 59 years old; and 72/192 (37.5%) were surgical specialist physicians. Mean intention scores before (n = 158) and after (n = 129) courses were 5.74(SD = 1.52) and 6.35(SD = 0.93) respectively. Differences in mean (DM) intention before and afterwards ranged from - 0.31(p = 0.17) to 2.25(p = 0.50). Multivariate analysis showed that beliefs about capabilities (β = 0.15, p = 0.001), moral norm (β = 0.75, p < 0.0001), and beliefs about consequences (β = 0.11, p = 0.04) influenced post-course intention. Post-course intention was correlated with behavior six months later (DM = 0.63; p = 0.02). Qualitative analysis showed that facilitators to behavior adoption after six months were most often related to the TDF domains of beliefs about capabilities. Most frequent barriers to adoption related to lack of resources. CONCLUSIONS Overall, scores for intention to adopt targeted behaviors increased after the courses. CPD providers could increase participants' intention by including interventions that emphasize beliefs about capabilities, moral norm and beliefs about consequences.
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Affiliation(s)
- Felly Bakwa Kanyinga
- Department of Social and Preventive Medicine, Faculty of Medicine, Université Laval, Quebec City, QC, G1J 2G1, Canada
- VITAM - Centre de recherche en santé durable, Centre intégré universitaire de santé et de services sociaux de la Capitale-Nationale, 2480 Chemin de la Canardière, Quebec City, QC, G1J 2G1, Canada
| | - Amédé Gogovor
- VITAM - Centre de recherche en santé durable, Centre intégré universitaire de santé et de services sociaux de la Capitale-Nationale, 2480 Chemin de la Canardière, Quebec City, QC, G1J 2G1, Canada
- Department of Family Medicine and Emergency Medicine, Faculty of Medicine, Université Laval, Quebec City, QC, G1J 2G1, Canada
| | - Suélène Georgina Dofara
- VITAM - Centre de recherche en santé durable, Centre intégré universitaire de santé et de services sociaux de la Capitale-Nationale, 2480 Chemin de la Canardière, Quebec City, QC, G1J 2G1, Canada
| | - Souleymane Gadio
- VITAM - Centre de recherche en santé durable, Centre intégré universitaire de santé et de services sociaux de la Capitale-Nationale, 2480 Chemin de la Canardière, Quebec City, QC, G1J 2G1, Canada
| | - Martin Tremblay
- Continuing Professional Development Directorate, Fédération des Médecins Spécialistes du Québec, Montreal, QC, H5B 1G8, Canada
| | - Sam J Daniel
- Continuing Professional Development Directorate, Fédération des Médecins Spécialistes du Québec, Montreal, QC, H5B 1G8, Canada
| | - Louis-Paul Rivest
- Department of Mathematics and Statistics, Faculty of Science and Engineering, Université Laval, Quebec City, QC, G1V 0A6, Canada
| | - France Légaré
- VITAM - Centre de recherche en santé durable, Centre intégré universitaire de santé et de services sociaux de la Capitale-Nationale, 2480 Chemin de la Canardière, Quebec City, QC, G1J 2G1, Canada.
- Department of Family Medicine and Emergency Medicine, Faculty of Medicine, Université Laval, Quebec City, QC, G1J 2G1, Canada.
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Ma M, Raza SH, Yousaf M, Zaman U, Jin Q. Investigating the Psychological, Social, Cultural, and Religious Predictors of COVID-19 Vaccine Uptake Intention in Digital Age: A Media Dependency Theory Perspective. Vaccines (Basel) 2023; 11:1338. [PMID: 37631906 PMCID: PMC10459558 DOI: 10.3390/vaccines11081338] [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: 06/10/2023] [Revised: 07/24/2023] [Accepted: 08/04/2023] [Indexed: 08/29/2023] Open
Abstract
Media exposure to health communication contents related to the COVID-19 pandemic alone is inadequate to measure the influence of media on individuals in adopting precautionary behaviors against COVID-19, such as vaccine uptake. Certain individuals may pay attention to and be influenced by communication content. However, literature has suggested other instrumental determinants in developing and adopting health precautionary measures, such as culture or religion, especially regarding vaccination. In times of crisis, such as the COVID-19 pandemic, it is valuable to examine the interrelationships among psychological, sociocultural, and informational factors. This can provide valuable insights for policymakers in developing effective communication strategies. Drawing an analogy between the Media dependency theory (MDT) and the Theory of Planned Behavior (TPB) model, this study unravels the factors underpinning the COVID-19 vaccine uptake intention among Pakistanis. The study utilized a cross-sectional research design and employed a survey method to gather data from a sample of 993 participants. The findings obtained from the PLS-SEM analysis confirmed that individuals relied on both traditional and social media to cope with the COVID-19 pandemic. The findings show that individuals rely more on the informational content disseminated through conventional media channels. The findings also suggest that individuals from Asian countries, such as Pakistan, tend to be more inclined toward collectivism. The findings about the moderating role of religiosity suggest that religious beliefs significantly shape individuals' reliance on traditional media. Hence, this study has uniquely contributed to public health and media management by providing a strategy for managers to address disseminating misinformation related to religion and its impact on vaccination-related health issues. The study has theoretically confirmed the principles of media dependency theory. As a result, it is recommended that various information sources be utilized to cultivate resilience among individuals to manage health crises effectively.
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Affiliation(s)
- Mengyao Ma
- School of Journalism and Communication, Hebei University, Baoding 071000, China;
| | - Syed Hassan Raza
- Institute of Media and Communication Studies, Bahauddin Zakariya University, Multan 66000, Pakistan
| | - Muhammad Yousaf
- Centre for Media and Communication Studies, University of Gujrat, Gujrat 50700, Pakistan;
| | - Umer Zaman
- Endicott College of International Studies, Woosong University, Daejeon 34606, Republic of Korea
| | - Qiang Jin
- Intercultural Communication Research Center, Hebei University, Baoding 071000, China;
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Gong J, Said F, Ting H, Firdaus A, Aksar IA, Xu J. Do Privacy Stress and Brand Trust still Matter? Implications on Continuous Online Purchasing Intention in China. CURRENT PSYCHOLOGY 2022; 42:1-13. [PMID: 35221631 PMCID: PMC8857531 DOI: 10.1007/s12144-022-02857-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/31/2022] [Indexed: 11/27/2022]
Abstract
The COVID-19 pandemic has given rise to unprecedented transformations in consumer behaviour. Less is known about how consumers react to privacy stress while being compelled to continuously purchase online during the pandemic. Therefore, underpinned by the stimulus-organism-response (SOR) theory, this paper aims to examine the impacts of perceived Internet risk, self-efficacy, privacy stress, and trust on consumers' continuous purchasing intention in China. Few studies have examined the mediating roles of privacy stress and brand trust in continuous purchasing intention. This research thus adds value by exploring the underlying mechanisms that explain how these factors affect purchasing intention where consumers have little choice but to make purchase online continuously. It employs a quantitative research design and uses a survey questionnaire to collect data. A total of 535 consumers responded and the data were analysed via PLS-SEM. We found mixed results for the direct and indirect paths. Perceived Internet risk, platform trust, and self-efficacy showed significant impacts on privacy stress and brand trust. While brand trust had a significant impact on continuous online purchase intention, contrary to previous literature, privacy stress did not. Moreover, while brand trust was found to be a significant mediator, privacy stress exerted no mediating effect. The results assist marketing practitioners, organizations, and policymakers in improving consumers' online shopping experience in uncertain times by addressing the issues of trust and privacy. Specifically, we provide the foundation for future policies and strategies that build consumers' trust and secure consumers' privacy, especially in highly uncertain contexts.
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Affiliation(s)
- Jiankun Gong
- Department of Media and Communication Studies, University of Malaya, 50603 Kuala Lumpur, Malaysia
| | - Fareyha Said
- Faculty of Business and Accountancy, University of Malaya, 50603 Kuala Lumpur, Malaysia
| | - Hiram Ting
- Faculty of Hospitality and Tourism Management, UCSI University, 93050 Kuala Lumpur, Malaysia
- College of Business, Polytechnic University of the Philippines, 1016 Manila, Philippines
| | - Amira Firdaus
- Department of Media and Communication Studies, University of Malaya, 50603 Kuala Lumpur, Malaysia
| | - Iffat Ali Aksar
- Department of Journalism, School of Humanities and Communication, Xiamen University, 43900 Selangor, Malaysia
| | - Jinghong Xu
- School of Journalism and Communication, Beijing Normal University, Beijing, 100875 China
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