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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).

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.

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.

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.

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.

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.

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.

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.

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.

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).

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.

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.

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.

In this study, the authors examine the influence of market orientation on small firms' performance. The authors theorize that the association between market orientation and small firm performance provides an incomplete picture in a competitive environment. The application of configuration approach which involves simultaneous consideration of market orientation, strategic flexibility and competition intensity is crucial to examine driver of firm performance.

The sample of the research study consists of 272 small firms from an emerging economy, India. Ordinary least squares regression has been used to investigate the hypothesized relationships.

The authors noted that the three-way interaction between market orientation, strategic flexibility and competition intensity elucidates variance in small firm performance over and above a contingency model and a direct relationship.

The findings contribute to the existing literature by exhibiting the effect of market orientation on firm performance. The configuration model suggests that small firms can outperform competitors in a lower competitive environment if they have high market orientation and high strategic flexibility investment. To leverage market opportunities and achieve better firm performance, small firms’ owners should analyze the usefulness of current capabilities in a changing competitive environment concurrently and align market orientation to those conditions.

The strategic management and marketing literature suggests that relationship between market orientation and performance is ambiguous. The findings offer insights to managers regarding the appropriate use of strategic flexibility in leveraging the benefits of market orientation in a highly competitive environment. Furthermore, by collecting data from the context of an emerging economy, India, the authors attempt to strengthen the applicability of market orientation in different contexts.

This research aims to discover the relationship between social media usage (SMU) and the critical thinking ability (CTA) of university students, and to answer the question that whether social media dependence (SMD) affects the development of CTA, and thus providing a reference for the social media access strategy of academic libraries from the perspective of media information literacy.

The research data were collected via 300 valid questionnaires whose respondents are students from three universities in China. Multistage stratified cluster sampling method was used to select the respondents, which guarantees statistical representativeness. A pre-test was conducted to ensure the validity of the questionnaire.

It is shown that the total score of CTA and the six sub-dimensions are significantly positively correlated with SMU, but strongly negatively correlated with SMD. Based on the mediating effect testing, it is discovered that the degree of SMD can affect the promoting relations between the usage intensity of social media (UISM) and CTA. Clearly, SMU is a double-edged sword. While it narrows the digital gap in terms of accessibility, it widens the digital gap in terms of usage.

The differences in SMU have a significant impact on the development of CTA of university students. This inspires us to consider the ability of “using social media in a balanced way” as an important evaluation and training direction when inquiring media literacy. As social media is becoming a critical channel in cultivating individual's thinking skills, it is highly suggested that the amount of time spent on reading fragmented information on the internet should be controlled.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

The findings are of practical significance in informing parents of modifiable aspects of their behaviour that can lead to EIU.

The study applies a longitudinal modelling framework and considers the effect on EIU of various parental disciplinary techniques, representing a novel contribution.

Education is one among the major service sectors which is continuously growing and contributing significantly to a country’s economy. Students’ positive feedback through word-of-mouth (WOM) is one of the key influences attracting new admissions thereby providing competitive advantage for a university to sustain. There are numerous antecedents identified and implemented to enhance positive WOM and increase intakes in higher education however the students’ choice is still being unpredicted. This study attempts to develop a framework that exemplifies the links between service quality (SQ), relational trust (RT) and students' attitudes toward institutions.

A correlational research design was adopted with a non-probability convenience sampling technique, the data were collected from students in public and private higher education institutions (HEIs) across India. Multivariate regression was the statistical tool used to estimate the path model. SmartPLS 3.0 software performing structural equation modelling (SEM) helped in determining the coefficient values.

The result of the study indicated the magnitude and directional relationship between SQ and trust and justified that they are the key determinants of building a positive attitude towards the institution, enhancing the intention to recommend it among peer groups.

Academic institutions and their public relations departments must prioritize reducing SQ gaps and create strategies to build strong RT among all institution stakeholders to gain a competitive advantage. Socially, this study aims in assisting universities in establishing high-quality education.

The empirical estimation of the relationships between trust, attitude, quality and intention provides the reasons for incorporating and building positive WOM among students’ benefit institutions over the long run.

This study aims to investigate whether social media use (SMU) at work has a curvilinear effect on job performance and whether Cyberloafing (non-work-related use) and job complexity moderate this effect.

Online surveys were conducted in China among WeChat users from multiple organizations working in the office environment, generating 350 valid responses.

The results revealed that there is an inverted U-shaped relationship between SMU at work and job performance through mediations of communication, information sharing and entertainment; such that the relationship is initially positive but becomes weaker as SMU increases and exceeds the optimal level. Notably, it is found that Cyberloafing negatively moderates the relationship between SMU and job performance, and there is a significant joint moderating effect of job complexity and Cyberloafing.

This study improves the research of information system use. It also provides implications for organizations concerned about formulating policies related to individuals' SMU and suggests that SM users and managers should find strategies to arrive at without surpassing the optimal level to maximize productivity.

This paper enriches the job demands-resources model to extend the literature on the advantages and disadvantages of SMU at work, which indirectly affect performance through two job conditions (job resources and demands). The study finds that employees benefit from a moderate amount of SMU at work, once it surpasses the optimal level, job demands surpass job resources and counterproductivity will appear. In addition, Cyberloafing and job complexity moderate the optimal level of SMU at work, which have not yet been investigated.