scholarly journals Association between social media use and self-reported symptoms of depression in US adults

Author(s):  
Roy H Perlis ◽  
Jon Green ◽  
Matthew Simonson ◽  
Katherine Ognyanova ◽  
Mauricio Santillana ◽  
...  

Importance: Some studies suggest that social media use is associated with risk for depression, particularly among children and young adults. Objective: To characterize the association between self-reported use of individual social media platforms, and worsening of depressive symptoms, among adults. Design: We included data from 13 waves of a non-probability internet survey conducted between May 2020 and May 2021 among individuals age 18 and older in the United States. We applied logistic regression with 5 or more point increase in PHQ-9 as outcome, and sociodemographic features, baseline PHQ-9, and use of each social media platform as independent variables, without reweighting. Participants: Survey respondents 18 and older. Main Outcome and Measure: PHQ-9 worsening by 5 points or more. Results: A total of 5395/8045 (67.1%) individuals with a PHQ-9<5 on initial survey completed a second PHQ-9. These respondents had mean age 55.82 years (SD 15.17); 3546 (65.7%) reported female gender, the remainder male; 329 (6.1%) were Asian, 570 (10.6%) Black, 256 (4.7%) Hispanic, 4118 (76.3%) White, and 122 (2.3%) Native American or Alaska Native, Pacific Islander or Native Hawaiian, or Other. Among them, 482 (8.9%) reported 5 point or greater worsening at second survey. In fully-adjusted models for increase in symptoms, largest odds ratio associated with social media use was observed for Snapchat (aOR 1.53, 95% CI 1.19-1.96), Facebook (aOR 1.42, 1.10-1.81), and TikTok (aOR 1.39, 95% CI 1.03-1.87). Conclusions and Relevance: Among survey respondents who did not report depressive symptoms initially, social media use was associated with greater likelihood of subsequent increase in depressive symptoms after adjustment for sociodemographic features and news sources. These data cannot elucidate the nature of this relationship, but suggest the need for further study to understand the impact of social media use.

2015 ◽  
Vol 30 (1) ◽  
pp. 207-230
Author(s):  
Kim Eun Yi

This study examines how the use of different types of social media, such as Facebook and Twitter, affects public participation, drawing on the theory of motivation, which addresses the effect of internal and external political efficacy as well as the perceived political importance of social media. The study also investigates the interaction effect between social media use and perceived the political importance of social media on public participation. Employing a comparative perspective on an issue that has not been well studied, the study further seeks to discover potential variations in the impacts of different social media on public participation in the United States and Korea, both of which held presidential elections at the end of 2012. This study conducted hierarchical multiple regression analyses using data collected from college students in the United States and Korea. It shows the positive impact of social media use and its interaction effect with the perceived political importance of social media on the offline and online public participation of youth. The political motivational factor is found to be critical to driving public participation. This study also shows that the impact of Facebook use is more influential than Twitter use on public participation in the United States, whereas the opposite pattern is observed in Korea.


2018 ◽  
Author(s):  
César G Escobar-Viera ◽  
Darren L Whitfield ◽  
Charles B Wessel ◽  
Ariel Shensa ◽  
Jaime E Sidani ◽  
...  

BACKGROUND Over 90% of adults in the United States have at least one social media account, and lesbian, gay, and bisexual (LGB) persons are more socially active on social media than heterosexuals. Rates of depression among LGB persons are between 1.5- and 2-fold higher than those among their heterosexual counterparts. Social media allows users to connect, interact, and express ideas, emotions, feelings, and thoughts. Thus, social media use might represent both a protective and a risk factor for depression among LGB persons. Studying the nature of the relationship between social media use and depression among LGB individuals is a necessary step to inform public health interventions for this population. OBJECTIVE The objective of this systematic review was to synthesize and critique the evidence on social media use and depression among LGB populations. METHODS We conducted a literature search for quantitative and qualitative studies published between January 2003 and June 2017 using 3 electronic databases. Articles were included if they were peer-reviewed, were in English, assessed social media use either quantitatively or qualitatively, measured depression, and focused on LGB populations. A minimum of two authors independently extracted data from each study using an a priori developed abstraction form. We assessed appropriate reporting of studies using the Strengthening the Reporting of Observational Studies in Epidemiology and the Consolidated Criteria for Reporting Qualitative Research for quantitative and qualitative studies, respectively. RESULTS We included 11 articles in the review; 9 studies were quantitative and cross-sectional and 2 were qualitative. Appropriate reporting of results varied greatly. Across quantitative studies, we found heterogeneity in how social media use was defined and measured. Cyberbullying was the most studied social media experience and was associated with depression and suicidality. Qualitative studies found that while social media provides a space to disclose minority experiences and share ways to cope and get support, constant surveillance of one’s social media profile can become a stressor, potentially leading to depression. In most studies, sexual minority participants were identified inconsistently. CONCLUSIONS This review supports the need for research on the role of social media use on depression outcomes among LBG persons. Using social media may be both a protective and a risk factor for depression among LGB individuals. Support gained via social media may buffer the impact of geographic isolation and loneliness. Negative experiences such as cyberbullying and other patterns of use may be associated with depression. Future research would benefit from more consistent definitions of both social media use and study populations. Moreover, use of larger samples and accounting for patterns of use and individuals’ experiences on social media may help better understand the factors that impact LGB mental health disparities.


10.2196/10496 ◽  
2018 ◽  
Vol 5 (3) ◽  
pp. e10496 ◽  
Author(s):  
César G Escobar-Viera ◽  
Darren L Whitfield ◽  
Charles B Wessel ◽  
Ariel Shensa ◽  
Jaime E Sidani ◽  
...  

Background Over 90% of adults in the United States have at least one social media account, and lesbian, gay, and bisexual (LGB) persons are more socially active on social media than heterosexuals. Rates of depression among LGB persons are between 1.5- and 2-fold higher than those among their heterosexual counterparts. Social media allows users to connect, interact, and express ideas, emotions, feelings, and thoughts. Thus, social media use might represent both a protective and a risk factor for depression among LGB persons. Studying the nature of the relationship between social media use and depression among LGB individuals is a necessary step to inform public health interventions for this population. Objective The objective of this systematic review was to synthesize and critique the evidence on social media use and depression among LGB populations. Methods We conducted a literature search for quantitative and qualitative studies published between January 2003 and June 2017 using 3 electronic databases. Articles were included if they were peer-reviewed, were in English, assessed social media use either quantitatively or qualitatively, measured depression, and focused on LGB populations. A minimum of two authors independently extracted data from each study using an a priori developed abstraction form. We assessed appropriate reporting of studies using the Strengthening the Reporting of Observational Studies in Epidemiology and the Consolidated Criteria for Reporting Qualitative Research for quantitative and qualitative studies, respectively. Results We included 11 articles in the review; 9 studies were quantitative and cross-sectional and 2 were qualitative. Appropriate reporting of results varied greatly. Across quantitative studies, we found heterogeneity in how social media use was defined and measured. Cyberbullying was the most studied social media experience and was associated with depression and suicidality. Qualitative studies found that while social media provides a space to disclose minority experiences and share ways to cope and get support, constant surveillance of one’s social media profile can become a stressor, potentially leading to depression. In most studies, sexual minority participants were identified inconsistently. Conclusions This review supports the need for research on the role of social media use on depression outcomes among LBG persons. Using social media may be both a protective and a risk factor for depression among LGB individuals. Support gained via social media may buffer the impact of geographic isolation and loneliness. Negative experiences such as cyberbullying and other patterns of use may be associated with depression. Future research would benefit from more consistent definitions of both social media use and study populations. Moreover, use of larger samples and accounting for patterns of use and individuals’ experiences on social media may help better understand the factors that impact LGB mental health disparities.


Author(s):  
Kati Puukko ◽  
Lauri Hietajärvi ◽  
Erika Maksniemi ◽  
Kimmo Alho ◽  
Katariina Salmela-Aro

An increasing number of studies have addressed how adolescents’ social media use is associated with depressive symptoms. However, few studies have examined whether these links occur longitudinally across adolescence when examined at the individual level of development. This study investigated the within-person effects between active social media use and depressive symptoms using a five-wave longitudinal dataset gathered from 2891 Finnish adolescents (42.7% male, age range 13–19 years). Sensitivity analysis was conducted, adjusting for gender and family financial status. The results indicate that depressive symptoms predicted small increases in active social media use during both early and late adolescence, whereas no evidence of the reverse relationship was found. Yet, the associations were very small, statistically weak, and somewhat inconsistent over time. The results provide support for the growing notion that the previously reported direct links between social media use and depressive symptoms might be exaggerated. Based on these findings, we suggest that the impact of social media on adolescents’ well-being should be approached through methodological assumptions that focus on individual-level development.


2019 ◽  
Vol 75 (3) ◽  
pp. 540-548 ◽  
Author(s):  
Neika Sharifian ◽  
Laura B Zahodne

Abstract Objectives The prevalence of social media use in daily life is increasing; however, little is known about its cognitive costs and/or benefits. Social media use may help to offload memory to an external resource as well as to facilitate social relations, which could bolster or hinder everyday memory. Further, the relationship between social media use and memory may be moderated by age such that associations—whether positive or negative—could be exacerbated among older adults due to age-related declines. Methods Using an 8-day daily diary study from the Midlife in the United States Refresher cohort (n = 782, 25–75 years), multilevel models examined the impact of daily social media use, age, and their interaction on same-day and next-day memory failures. Results The concurrent model revealed that on days when social media use was high, individuals reported more memory failures. The lagged model further revealed that higher previous-day social media use was associated with more memory failures on the subsequent day, controlling for previous-day memory failures. These effects were not moderated by age. Post hoc analyses revealed no evidence of reverse-causation as previous-day memory failures did not predict next-day social media use. Conclusions Although past research has consistently shown that social engagement is a protective resource for memory, social media use may be a risk factor for memory failures for adults of any age. These findings highlight the growing importance of understanding the implications of social media use.


2021 ◽  
Vol 6 (1) ◽  
pp. 247301142098192
Author(s):  
Garret Garofolo-Gonzalez ◽  
Cesar R. Iturriaga ◽  
Jordan B. Pasternack ◽  
Adam Bitterman ◽  
Gregory P. Guyton

Background: Digital media is an effective tool to enhance brand recognition and is currently referenced by more than 40% of orthopedic patients when selecting a physician. The purpose of this study was to evaluate the use of social media among foot and ankle (F&A) orthopedic surgeons, and the impact of that social media presence on scores of a physician-rated website (PRW). Methods: Randomly selected F&A orthopedic surgeons from all major geographical locations across the United States were identified using the AAOS.org website. Internet searches were then performed using the physician’s name and the respective social media platform. A comprehensive social media use index (SMI) was created for each surgeon using a scoring system based on social media platform use. The use of individual platforms and SMI was compared to the F&A surgeon’s Healthgrades scores. Descriptive statistics, unpaired Student t tests, and linear regression were used to assess the effect of social media on the PRW scores. Results: A total of 123 board-certified F&A orthopedic surgeons were included in our study demonstrating varying social media use: Facebook (48.8%), Twitter (15.4%), YouTube (23.6%), LinkedIn (47.9%), personal website (24.4%), group website (52.9%), and Instagram (0%). The mean SMI was 2.4 ± 1.6 (range 0-7). Surgeons who used a Facebook page were older, whereas those using a group website were younger ( P < .05). F&A orthopedic surgeons with a YouTube page had statistically higher Healthgrades scores compared to those without ( P < .05). Conclusion: F&A orthopedic surgeons underused social media platforms in their clinical practice. Among all the platforms studied, a YouTube page was the most impactful social media platform on Healthgrades scores for F&A orthopedic surgeons. Given these findings, we recommend that physicians closely monitor their digital identity and maintain a diverse social media presence including a YouTube page to promote their clinical practice. Level of Evidence: Level IV.


2021 ◽  
Vol 7 (3) ◽  
pp. 205630512110338
Author(s):  
Tore Bonsaksen ◽  
Mary Ruffolo ◽  
Janni Leung ◽  
Daicia Price ◽  
Hilde Thygesen ◽  
...  

Social distancing rules during the COVID-19 pandemic changed social interaction for many and increased the risk of loneliness in the general population. Social media use has been ambiguously related to loneliness, and associations may differ by age. The study aimed to examine loneliness and its association with social media use within different age groups during the COVID-19 pandemic. A cross-sectional online survey was conducted in Norway, the United Kingdom, the United States, and Australia during April/May 2020, and 3,810 participants aged 18 years or above were recruited. Multiple regression analyses were conducted to examine associations between social media use and social and emotional loneliness within separate age groups. Emotional loneliness was higher among young adults and among those who used social media several times daily. Adjusting by sociodemographic variables, using more types of social media was associated with lower social loneliness among the oldest participants, and with higher emotional loneliness among the youngest participants. Among middle-aged participants, using social media more frequently was associated with lower social loneliness. We found that the associations between social media use and loneliness varied by age. Older people’s engagement on social media may be a resource to reduce loneliness during the COVID-19 pandemic. We observed higher levels of loneliness among high-frequent social media users of younger age.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Kimberly W. O'Connor ◽  
Kimberly S. McDonald ◽  
Brandon T. McDaniel ◽  
Gordon B. Schmidt

Purpose The purpose of this exploratory study is to examine individual perceptions about the impact that social media use has on career satisfaction and perceived career benefits. We examined whether informal online learning through “typical” types of social media behaviors (e.g. liking a post or messaging another user) and “networking” types of social media behaviors (e.g. endorsing another user, writing recommendations, going “live,” or looking for a job) impacted career-related perceptions. Design/methodology/approach In this study, we analyzed Amazon Mechanical Turk survey data gathered from adult participants (n = 475). We focused our inquiry specifically on two social media sites, Facebook and LinkedIn. We asked participants about their social media use and behaviors, as well as their perceptions of career satisfaction and career benefits related to social media. Findings We found that both typical and networking types of social media behaviors positively predicted the “knowing whom” career competency (defined as career relevant networks and contacts that individuals use to develop their careers) and career satisfaction. Only networking behaviors were positively associated with perceived career benefits of social media use. We further found that LinkedIn users’ career satisfaction was lower compared to non-LinkedIn users. Originality/value This study adds to the small, but growing body of career research focusing on social capital and social media. Our results suggest that informal online learning via social media may have a positive impact on employees’ career-related perceptions.


2022 ◽  
pp. 026540752110669
Author(s):  
Peter J. Helm ◽  
Tyler Jimenez ◽  
Madhwa S. Galgali ◽  
Megan E. Edwards ◽  
Kenneth E. Vail ◽  
...  

Stay-at-home orders issued to combat the growing number of infections during the coronavirus pandemic in 2020 had many psychological consequences for people including elevated stress, anxiety, and difficulty maintaining meaning in their lives. The present studies utilized cross-sectional designs and were conducted to better understand how social media usage related to people’s subjective isolation (i.e., social loneliness, emotional loneliness, and existential isolation) and meaning in life (MIL) during the early months of the pandemic within the United States. Study 1 found that general social media use indirectly predicted higher MIL via lower existential isolation and social isolation. Study 2 replicated these patterns and found that social media use also predicted lower MIL via higher emotional loneliness, and that the aforementioned effects occurred with active, but not passive, social media use. Findings suggest social media use may be a viable means to validate one’s experiences (i.e., reduce existential isolation) during the pandemic but may also lead to intensified feelings concerning missing others (i.e., increased emotional loneliness). This research also helps to identify potential divergent effects of social media on MIL and helps to clarify the relationships among varying types of subjective isolation.


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