Depression is the leading cause of disability worldwide. The suggested association between social media use (SMU) and depression may be explained by the emerging maladaptive use pattern known as ...problematic social media use (PSMU), characterized by addictive components.
We aimed to assess the association between PSMU and depressive symptoms—controlling for overall time and frequency of SMU—among a large sample of U.S. young adults.
In October 2014, participants aged 19–32 (N = 1749) were randomly selected from a nationally-representative U.S. probability-based panel and subsequently invited to participate in an online survey. We assessed depressive symptoms using the validated Patient-Reported Outcomes Measurement Information System (PROMIS) brief depression scale. We measured PSMU using an adapted version of the Bergen Facebook Addiction Scale to encompass broader SMU. Using logistic regression models, we tested the association between PSMU and depressive symptoms, controlling for time and frequency of SMU as well as a comprehensive set of socio-demographic covariates.
In the multivariable model, PSMU was significantly associated with a 9% increase in odds of depressive symptoms (AOR adjusted odds ratio = 1.09; 95% CI confidence interval: 1.05, 1.13; p < 0.001.) Increased frequency of SMU was also significantly associated with increased depressive symptoms, whereas SMU time was not (AOR = 1.01; 95% CI: 1.00, 1.01; p = 0.001 and AOR = 1.00; 95% CI: 0.999–1.001; p = 0.43, respectively).
PSMU was strongly and independently associated with increased depressive symptoms in this nationally-representative sample of young adults. PSMU largely explained the association between SMU and depressive symptom, suggesting that it may be how we use social media, not how much, that poses a risk. Intervention efforts aimed at reducing depressive symptoms, such as screenings for maladaptive SMU, may be most successful if they address addictive components and frequency—rather than time—of SMU.
•44% of this U.S. young adult sample reported problematic social media use (PSMU).•PSMU is strongly and independently associated with depressive symptoms.•Frequency of social media use may be a distinct behavioral component of PSMU.•Future research using longitudinal designs is needed to establish directionality.
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GEOZS, IJS, IMTLJ, KILJ, KISLJ, NUK, OILJ, PNG, SAZU, SBCE, SBJE, UL, UM, UPCLJ, UPUK, ZRSKP
Over the past few years, the popularity of social media influencers (SMIs) has been growing exponentially, making influencer marketing (IM) prevalent in firm strategies. Despite the mounting interest ...of researchers and practitioners, the resulting scholarly work remains divergent, partial and fragmented. In light of the pivotal role of SMIs on the consumer decision journey and as this research domain is still developing, a comprehensive and critical overview of extant research on this topic is sorely needed. In response, this paper is the first to consolidate the present state of research on IM within social media settings. More specifically, a systematic review of relevant studies published in peer‐reviewed academic journals across diverse fields was conducted in order to identify key themes and dominant concepts. The analysis of 68 articles from 29 Chartered Association of Business Schools‐ranked journals forges a robust understanding of this phenomenon, shedding light on the mechanisms underlying the appeal of SMIs and their influential power in shaping consumer attitudes and behaviour. Based on the analysis, an integrative multidimensional framework is presented that considers antecedents, mediators and moderators of potential outcomes, as well as contextual factors that translate into consumer behaviour. In so doing, various research gaps are identified and avenues for future research are proposed that reflect important emerging areas and unexplored realms with reference to theory, context and methodology. Conclusively, implications of this study for theory and practice are discussed.
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BFBNIB, FZAB, GIS, IJS, IZUM, KILJ, NLZOH, NUK, OILJ, PILJ, SAZU, SBCE, SBMB, UL, UM, UPUK
23.
Social media Covan, Eleanor Krassen
Health care for women international,
01/2024, Volume:
45, Issue:
8
Journal Article
Social media marketing is an integral element of 21st-century business. However, the literature on social media marketing remains fragmented and is focused on isolated issues, such as tactics for ...effective communication. The current research applies a qualitative, theory-building approach to develop a strategic framework that articulates four generic dimensions of strategic social media marketing. Social media marketing scope represents a range from defenders to explorers, social media marketing culture includes the poles of conservatism and modernism, social media marketing structures fall between hierarchies and networks, and social media marketing governance ranges from autocracy to anarchy. By providing a comprehensive conceptualization and definition of strategic social media marketing, this research proposes an integrative framework that expands beyond extant marketing theory. Furthermore, managers can apply the framework to position their organizations on these four dimensions in a manner consistent with their overall corporate mission and objectives.
•This research presents a new and holistic definition of social media marketing.•Social media marketing is cross-functional and interdisciplinary.•Social media marketing dimensions include culture, scope, structure, and governance.•Findings are integrated in a holistic social media marketing framework.•The management of strategic social media marketing is highly complex.
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GEOZS, IJS, IMTLJ, KILJ, KISLJ, NUK, OILJ, PNG, SAZU, SBCE, SBJE, UL, UM, UPCLJ, UPUK, ZRSKP
This study examines the relationship between peoples' personality traits and social media uses with data from 20 societies (N = 21,314). A measure of the "Big Five" personality traits is tested on ...key social media dimensions: frequency of use, social interaction, and news consumption. Across diverse societies, findings suggest that while extraversion, agreeableness, and conscientiousness are all positive predictors of different types of social media use, emotional stability and openness are negatively related to them.
This study explores forms of social media fatigue described by professional journalists, including frustration with the perception of their increased affective labor, dissatisfaction with ...communication environments on particular social media platforms, and increased anxiety about the possible impact of social media use on both their professional reputations and personal well-being. We argue that these forms of social media fatigue have influenced new professional practices on social media practice that include strategies of disconnecting from, but not necessarily terminating, social media use. Using a comparative analysis of semistructured interviews with Australian and American professional journalists, this study illustrates that experiences of social media fatigue over time have resulted in a careful renegotiation of professional and personal boundaries around journalists’ social media use, influenced by the technological, social, and cultural affordances of specific media platforms, organizational and institutional constraints, as well as the online literacies and behaviors of journalists themselves.
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NUK, OILJ, SAZU, UKNU, UL, UM, UPUK
Organizations continue to make investments in social media with the hope that it will help their sales force in improving engagement with customers. The academic literature on social media use in ...business markets has supported the growth and utilization of such technology; however, much more work is needed. This article, building upon the recent scholarly advances and considering a managerial perspective, offers suggestions to guide future academic research examining the links between social media use and customer engagement within the B2B sales domain. Several research questions are presented under the four broad topics, namely utility of social media technologies, context matters, social media pitfalls, and futuristic social media applications.
•Social media's role to facilitate customer engagement in business markets should be explored.•Knowledge-based viewpoint enables the integration of social media marketing into the organization's strategic framework.•Clarifying the fit of different social media technologies with business processes and activities is vital.•The association between social media and social capital, within as well as outside the organization, is needed.•AI could helpin analyzing communication between the organization and potential customers through social media.
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GEOZS, IJS, IMTLJ, KILJ, KISLJ, NLZOH, NUK, OILJ, PNG, SAZU, SBCE, SBJE, UILJ, UL, UM, UPCLJ, UPUK, ZAGLJ, ZRSKP
Contemporary commentators describe the current period as “an era of fake news” in which misinformation, generated intentionally or unintentionally, spreads rapidly. Although affecting all areas of ...life, it poses particular problems in the health arena, where it can delay or prevent effective care, in some cases threatening the lives of individuals. While examples of the rapid spread of misinformation date back to the earliest days of scientific medicine, the internet, by allowing instantaneous communication and powerful amplification has brought about a quantum change. In democracies where ideas compete in the marketplace for attention, accurate scientific information, which may be difficult to comprehend and even dull, is easily crowded out by sensationalized news. In order to uncover the current evidence and better understand the mechanism of misinformation spread, we report a systematic review of the nature and potential drivers of health-related misinformation. We searched PubMed, Cochrane, Web of Science, Scopus and Google databases to identify relevant methodological and empirical articles published between 2012 and 2018. A total of 57 articles were included for full-text analysis. Overall, we observe an increasing trend in published articles on health-related misinformation and the role of social media in its propagation. The most extensively studied topics involving misinformation relate to vaccination, Ebola and Zika Virus, although others, such as nutrition, cancer, fluoridation of water and smoking also featured. Studies adopted theoretical frameworks from psychology and network science, while co-citation analysis revealed potential for greater collaboration across fields. Most studies employed content analysis, social network analysis or experiments, drawing on disparate disciplinary paradigms. Future research should examine susceptibility of different sociodemographic groups to misinformation and understand the role of belief systems on the intention to spread misinformation. Further interdisciplinary research is also warranted to identify effective and tailored interventions to counter the spread of health-related misinformation online.
•Studies on health misinformation mainly relate to vaccine and infectious disease.•Findings show high prevalence and popularity of misinformation on social media.•Theoretical frameworks are drawn on disparate disciplinary paradigms.•Studies employed content analysis, social network analysis or experiments.•More interdisciplinary research needed to understand the susceptibility of users.
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GEOZS, IJS, IMTLJ, KILJ, KISLJ, NUK, OILJ, PNG, SAZU, SBCE, SBJE, UL, UM, UPCLJ, UPUK, ZRSKP
•Interrelationships among the dark consequences of fear of missing out (FoMO) investigated.•FoMO and online social comparison found to be antecedents of social media fatigue.•Age and gender found to ...have a significant confounding effect on fatigue.•Limited evidence for the moderating role of social media envy.•Social comparison partially mediates the association of FoMO with fatigue and stalking.
Research on the dark side of social media usage has explored the fear of missing out (FoMO), social media fatigue (fatigue), social media stalking (stalking), and online social comparison (social comparison) independently. Accordingly, the complex interrelationships among these phenomena have remained understudied, creating a chasm that hinders a clearer understanding of their drivers and the potential counterstrategies to mitigate the collateral damage they may cause. We attempt to bridge this gap by drawing upon the theory of social comparison and the theory of compensatory internet use to formulate a framework that hypothesizes the mechanism of interaction among these negative fallouts. The model, tested through analysis of data collected from 321 social media users from the United Kingdom (UK), takes into consideration the moderation effect of the frequency of posting social media status updates and social media envy, along with the mediation effect of social comparison and stalking. The results indicate that FoMO and social comparison are directly associated with fatigue. Furthermore, social comparison partially mediates the association of FoMO and fatigue, while social media envy negatively moderates the association of FoMO with social comparison. The results provide new insights into the dynamic interplay of these dark side manifestations of social media.
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GEOZS, IJS, IMTLJ, KILJ, KISLJ, NLZOH, NUK, OILJ, PNG, SAZU, SBCE, SBJE, UILJ, UL, UM, UPCLJ, UPUK, ZAGLJ, ZRSKP
The role of social media in promoting sustainable attitudes is currently understudied. Underpinned by social learning theory, this study unveils the effect of social media usage and browsing on ...sustainable purchasing attitude, the underlying mechanism, and the boundary condition. Drawing on a sample of 693 experienced respondents analyzed using structural equation modeling, this study reveals that social media usage and browsing have a significant positive association. Both constructs significantly impact sustainable purchasing attitudes with complementary partial mediation of the drive for environmental responsibility. Further, trust in social media and perceived environmental effectiveness significantly moderate the relationships belongs to the browsing and drive for environmental responsibility. Contrary to the theorization, moderating constructs cannot substantially impact the proposed associations of social media usage. In this manner, the present research is innovative and provides valued knowledge to comprehend social media's role in encouraging sustainable attitudes.
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GEOZS, IJS, IMTLJ, KILJ, KISLJ, NLZOH, NUK, OILJ, PNG, SAZU, SBCE, SBJE, UILJ, UL, UM, UPCLJ, UPUK, ZAGLJ, ZRSKP