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1 – 10 of 35This study aims to explore which of four chosen factors (i.e. privacy concerns, FoMO, self-disclosure and time cost) induce a feeling of strain among Facebook users in terms of…
Abstract
Purpose
This study aims to explore which of four chosen factors (i.e. privacy concerns, FoMO, self-disclosure and time cost) induce a feeling of strain among Facebook users in terms of social media fatigue (SMF), and if this occurs, whether it further influences such outcomes as discontinuance of usage (DoU) and interaction engagement decrement (IED).
Design/methodology/approach
Through an online structured questionnaire, empirical data were gathered to verify the research model, based on the stressor-strain-outcome (SSO) framework. The SEM technique was employed for assessing the hypothesized relationships.
Findings
The findings show that privacy concerns and time cost are strong antecedents of SMF and contribute significantly to its occurrence; while FoMO and self-disclosure do not exhibit any significant influence. Moreover, SMF positively and significantly affects DoU and IED.
Practical implications
This study enhances the existing body of knowledge on SMF and it can help: (1) individuals to be aware of risks and adjust their activities in balance with their well-being, and (2) social media (SM) managers to develop unique strategies to address the specific needs of SM users.
Originality/value
This research contributes to the limited literature on SMF by (1) introducing the concept of IED – as a consequence of SMF, and (2) creating measurement scales for IED.
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Antin Mary Siluvai, Hesil Jerda George and Satyanarayana Parayitam
This study aims to assess the negative aspect of social media use among college students in India. A conceptual model showing the relationship between excessive social media use…
Abstract
Purpose
This study aims to assess the negative aspect of social media use among college students in India. A conceptual model showing the relationship between excessive social media use (ESMU) and academic performance of college students has been developed and tested. Further, the moderating role of psychological well-being and avoidance strategies were investigated.
Design/methodology/approach
A survey instrument was developed, and data was collected from 557 college students from higher educational institutions in southern India. First, the psychometric properties of the measures were tested using the Lisrel software for covariance-based structural equation modeling. Second, the structural model was tested by using PROCESS macros.
Findings
The results reveal that ESMU is a precursor to anxiety and academic performance. The findings also indicate that anxiety mediates the relationship between ESMU and academic performance. Psychological well-being and avoidance strategies were significant moderators in the relationship between ESMU and anxiety.
Originality/value
The multi-layered conceptual model was developed and tested in the context of a developing country (India) and investigated the effect of ESMU by college students on their academic performance and anxiety. The three-way interaction between psychological well-being (first moderator), avoidance strategies (second moderator) and ESMU influencing academic performance mediated through anxiety is studied in this research. To the best of the authors’ knowledge, such a moderated moderated-mediation in connection with social media use is a unique contribution of this study.
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Krishna Murari, Shalini Shukla and Lalit Dulal
The purpose of this study is to provide a systematic review of the existing literature on social media (SM) use and examine its relationship with various facets of social…
Abstract
Purpose
The purpose of this study is to provide a systematic review of the existing literature on social media (SM) use and examine its relationship with various facets of social well-being (SWB).
Design/methodology/approach
The study identifies and selects relevant articles using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) framework, wherein 273 articles were identified using the keyword search criteria from 5 databases namely Web of Science, Emerald, Pubmed, Google Scholar and EBSCOhost, and finally, 20 relevant studies were included for this systematic review. In order to provide directions for future research, a thorough profile with the key findings and knowledge gaps is presented.
Findings
The majority of the reviewed studies report an increase in the use of SM, especially amongst adolescents, and this suggests a seriously detrimental impact on their SWB in terms of cyberbullying, lifestyle comparison and impact on self-esteem, substance abuse, declined academic performance, fear of missing out (FoMo) and social overload. However, some of the studies reported life satisfaction, a reduction in loneliness and improved social support and belongingness, particularly those focussing on old age people who experience social isolation. The review also affirmed improved job performance and employees’ well-being. These findings vary across various demographic variables and various SM platforms namely Facebook, Twitter, Instagram, WhatsApp, WeChat, YouTube, etc.
Originality/value
The findings have significant implications for SM researchers, family members and educators concerning promoting appropriate SM use, especially in terms of their SWB. The study also provides various suggestions for future studies and the need to further explore the topic as the field of SM use and SWB is ever-growing.
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Yanqing Lin, Shaoxiong Fu and Xun Zhou
As the number of social media users continues to rise globally, a heated debate emerges on whether social media use improves or harms mental health, as well as the bidirectional…
Abstract
Purpose
As the number of social media users continues to rise globally, a heated debate emerges on whether social media use improves or harms mental health, as well as the bidirectional relation between social media use and mental health. Motivated by this, the authors’ study adopts the stressor–strain–outcome model and social compensation hypothesis to disentangle the effect mechanism between social media use and psychological well-being. The purpose of this paper is to address this issue.
Design/methodology/approach
To empirically validate the proposed research model, a large-scale two-year longitudinal questionnaire survey on social media use was administered to a valid sample of 6,093 respondents recruited from a university in China. Structural equation modeling was employed for data analysis.
Findings
A longitudinal analysis reveals that social media use positively (negatively) impacts psychological well-being through the mediator of nomophobia (perceived social support) in a short period. However, social media use triggers more psychological unease, as well as more life satisfaction from a longitudinal perspective.
Originality/value
This study addresses the bidirectional relation between social media use and psychological unease. The current study also draws both theoretical and practical implications by unmasking the bright–dark duality of social media use on psychological well-being.
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Oghenere Gabriel Salubi and Ndakasharwa Muchaonyerwa
This study empirically analyse the lived and individual experiences of internet use time among postgraduate students in a period where the line between the virtual and real is…
Abstract
Purpose
This study empirically analyse the lived and individual experiences of internet use time among postgraduate students in a period where the line between the virtual and real is blurred. The infusion of the internet in higher education has not only facilitated the production of new knowledge but has also led to reports of internet addiction among many users during the COVID-19 pandemic and the resulting lockdowns. This study aims to evaluate the level of internet addiction among postgraduate students and the supportive information services role that librarians could provide.
Design/methodology/approach
In this study, 279 postgraduate students completed a quantitative survey targeted at all the postgraduate students at a university campus in South Africa. Data was collected using an adopted internet addiction test questionnaire. The data was descriptively and inferentially analysed.
Findings
As many as 61 (22.7%) are always online, with most of the respondents, 112 (41.6%) spend 10 h or more on the internet daily. Laptop computers at 44.7% emerged as the primary electronic device used by postgraduate students for accessing the internet, surpassing the prevalence of mobile phone usage. On internet addiction level, internet use time had a statistically significant relation with problematic internet use levels in respondents. These results suggest that the increased uncontrolled internet use could negatively interfere with productive academic work of postgraduate students. However, based on the inferential statistical results, it can be concluded that academic use of the internet does not contribute to increased levels of internet addiction. The study recommends that librarians should provide literacy education and resources on how to use the internet safely and responsibly, including tips on setting boundaries, managing time online and productively using online information resources.
Originality/value
The study assesses problematic internet use among postgraduate students and provides suggestions on supportive information services that librarians could provide in an era where many library information services provision and higher education are hinged on the internet.
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Conor O'Reilly and Gretta Mohan
Using longitudinal data, this study aims to provide a greater understanding as to how parenting factors, including the employment of various disciplinary techniques, during a…
Abstract
Purpose
Using longitudinal data, this study aims to provide a greater understanding as to how parenting factors, including the employment of various disciplinary techniques, during a young person's early adolescence may contribute to excessive Internet use (EIU) in later adolescence.
Design/methodology/approach
Employing “Problem Behaviour” theory (PBT) as a guiding framework, this study uses data from the Growing Up in Ireland ’98 Cohort to investigate the effect of proximal and distal parental influences, measured when children were 13 years old, on symptoms of EIU in young adults at 17 or 18 years. Multiple regression models control for other child and family factors, and separate models for males and females examine sex differentials.
Findings
Estimation did not find a statistically significant association between internet-specific mediation practices in early adolescence and EIU in later adolescence. However, regularly playing games or sports together is a protective factor. Parent-adolescent conflict and spending time home alone are estimated as risk factors. How parents deal with misbehaviour is a strong predictor of EIU, with the direction of association dependent upon the type and frequency of discipline employed.
Practical implications
The findings are of practical significance in informing parents of modifiable aspects of their behaviour that can lead to EIU.
Originality/value
The study applies a longitudinal modelling framework and considers the effect on EIU of various parental disciplinary techniques, representing a novel contribution.
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Nidhya Balasubramanian and Satyanarayana Parayitam
Internet addiction (IA) has become a global health problem. As the research on IA has progressed, this study aims to explore the antecedents and consequences of IA, particularly…
Abstract
Purpose
Internet addiction (IA) has become a global health problem. As the research on IA has progressed, this study aims to explore the antecedents and consequences of IA, particularly in the Indian context. A conceptual model was developed, and hypotheses were formulated based on the conceptual model and the hypotheses were tested.
Design/methodology/approach
This study investigated 752 schools and collected students from the southern part of India. First, psychometric properties of the survey instrument were tested, and hierarchical regression was used to test the hypotheses.
Findings
The results revealed that time spent on the internet every day is positively related to IA, internet experience in terms of years is positively related to IA, income and gender moderates the relationship between time spent every day on the internet and internet experience and IA and IA is positively related to time spent on networking, video streaming, short video apps, educational apps, chat apps, online shopping apps, money-involved apps, etc.
Practical implications
The outcomes of this study are essential for the school and college students and their parents. As IA has become chronic in the present-day digital world, it is necessary to take rectification measures to avoid facing the perils of IA. The conceptual model provides a simple framework of explaining how young students spend their time on the internet to become addicted gradually. Furthermore, this study highlights the importance of controlling the younger generation's behavior, particularly regarding internet use.
Originality/value
This study is unique and innovative to the extent that it explores the antecedents of IA and the moderating role of gender and income in the relationship between the time spent on the internet and the IA. To the best of the authors’ knowledge, developing a conceptual model is the first of its kind to study school and college students in India.
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Jack Shih-Chieh Hsu, Chao-Min Chiu, Yu-Ting Chang-Chien and Kingzoo Tang
Social media fatigue (SMF) has been widely recognized; however, previous studies have included various concepts into a single fatigue construct. Fatigue has typically been…
Abstract
Purpose
Social media fatigue (SMF) has been widely recognized; however, previous studies have included various concepts into a single fatigue construct. Fatigue has typically been explored from the stressor-strain-outcome (SSO) or stimulus-organism-response (SOR) perspectives. To further investigate SMF, the authors split it into the two constructs of exhaustion and disinterest. Furthermore, the authors introduced the concept of emotional labor and identified rules that may affect surface and deep acting strategies.
Design/methodology/approach
The authors designed and conducted a survey to collect data from social networking platform users.
Findings
Results from 364 users of social networking platforms supported most of the authors' hypotheses. First, most of the display rules affect the choice of deep or surface acting. Second, both types of acting lead to exhaustion, but only surface acting leads to disinterest. Third, discontinuance intention is affected by both types of fatigue.
Originality/value
This study contributes to SMF research by adding more antecedents (deep and surface acting) based on the emotional labor perspective and showing the impacts of communication rules on emotional labor. In addition, this study also distinguishes disinterest-style fatigue from exhaustion.
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Siqin Yao, Jintao Lu, Hanying Wang, Joel John Wark Montgomery, Tomasz Gorny and Chidiebere Ogbonnaya
Using role stress theory, this study examines how work connectivity behavior (WCB) blurs the lines between employees' work and personal lives, thereby encouraging procrastination…
Abstract
Purpose
Using role stress theory, this study examines how work connectivity behavior (WCB) blurs the lines between employees' work and personal lives, thereby encouraging procrastination at work (PAW). The study also investigates the importance of role stress and remote work self-efficacy (RWSE) as mediating and moderating factors, respectively.
Design/methodology/approach
The study examines the direct and indirect relationships between WCB and PAW using hierarchical regression and data from 415 Chinese teleworkers. RWSE is also estimated as a second-stage moderator.
Findings
The findings indicate that WCB has a direct and indirect (via role stress) positive influence on PAW; however, these effects are weaker among employees with higher (vs lower) RWSE.
Practical implications
This study assists managers and organizations in developing more efficient ways of maximizing employee and organizational performance while minimizing the counterproductive behaviors associated with excessive technology use.
Originality/value
By investigating the links between WCB and PAW in the post-pandemic context, this study adds a new perspective on how excessive technology use for work and non-work purposes can be counterproductive.
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Hassam Waheed, Peter J.R. Macaulay, Hamdan Amer Ali Al-Jaifi, Kelly-Ann Allen and Long She
In response to growing concerns over the negative consequences of Internet addiction on adolescents’ mental health, coupled with conflicting results in this literature stream…
Abstract
Purpose
In response to growing concerns over the negative consequences of Internet addiction on adolescents’ mental health, coupled with conflicting results in this literature stream, this meta-analysis sought to (1) examine the association between Internet addiction and depressive symptoms in adolescents, (2) examine the moderating role of Internet freedom across countries, and (3) examine the mediating role of excessive daytime sleepiness.
Design/methodology/approach
In total, 52 studies were analyzed using robust variance estimation and meta-analytic structural equation modeling.
Findings
There was a significant and moderate association between Internet addiction and depressive symptoms. Furthermore, Internet freedom did not explain heterogeneity in this literature stream before and after controlling for study quality and the percentage of female participants. In support of the displacement hypothesis, this study found that Internet addiction contributes to depressive symptoms through excessive daytime sleepiness (proportion mediated = 17.48%). As the evidence suggests, excessive daytime sleepiness displaces a host of activities beneficial for maintaining mental health. The results were subjected to a battery of robustness checks and the conclusions remain unchanged.
Practical implications
The results underscore the negative consequences of Internet addiction in adolescents. Addressing this issue would involve interventions that promote sleep hygiene and greater offline engagement with peers to alleviate depressive symptoms.
Originality/value
This study utilizes robust meta-analytic techniques to provide the most comprehensive examination of the association between Internet addiction and depressive symptoms in adolescents. The implications intersect with the shared interests of social scientists, health practitioners, and policy makers.
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