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Minich M, Moreno M. Real-world adolescent smartphone use is associated with improvements in mood: An ecological momentary assessment study. PLoS One 2024; 19:e0298422. [PMID: 38809836 PMCID: PMC11135750 DOI: 10.1371/journal.pone.0298422] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Accepted: 01/24/2024] [Indexed: 05/31/2024] Open
Abstract
OBJECTIVE Rates of adolescent mood disorders and adolescent smartphone use have risen in parallel, leading some to suggest that smartphone use might have detrimental effects on adolescents' moods. Alternatively, it is possible that adolescents turn to smartphone use when experiencing negative mood. The purpose of this study was to explore the relationship between adolescent smartphone use and mood using a longitudinal methodology that measured both in real-time. METHOD This study used an Ecological Momentary Assessment (EMA) procedure completed by 253 12-17-year old participants from across the United States. Participants received short surveys delivered to their smartphones at random points throughout the day. Measures included real-time, in-situ assessments of smartphone use, current mood, and mood before smartphone use. RESULTS Based on tests of a multilevel regression model, adolescent moods were positively associated with smartphone use (β = 0.261, F(1,259.49) = 19.120, p < 0.001), and that mood was positively associated with the length of phone use sessions (length of phone use β = 0.100, F(1, 112.88) = 5.616, p = 0.020). Participants also reported significant changes in mood during phone use, such that moods before phone use were significantly lower than moods during phone use (MChange = 0.539, t(2491) = 23.174, p < 0.001). Change in mood (mood before minus mood during phone use) was positively associated with the length of smartphone use sessions (β = 0.097, F(1,122.20) = 4.178, p = 0.043), such that participants who had a higher change in mood were more likely to report a longer length of smartphone use. CONCLUSIONS Findings suggest that adolescent smartphone use is positively associated with mood. This finding may suggest that adolescents use smartphones for mood modification, which aligns with an understanding of smartphone use as potentially addictive behavior.
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Affiliation(s)
- Matt Minich
- Department of Pediatrics, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, United States of America
| | - Megan Moreno
- Department of Pediatrics, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, United States of America
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Minich M, Zhao Q, Eickhoff J, Moreno MA. In the Mood for Music: Listening to Music and Other Smartphone Uses Improve Adolescent Mood. CYBERPSYCHOLOGY, BEHAVIOR AND SOCIAL NETWORKING 2023; 26:869-873. [PMID: 37428511 DOI: 10.1089/cyber.2022.0344] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/11/2023]
Abstract
Rates of adolescent mood disorders and adolescent smartphone use have risen in parallel, leading some to suggest that smartphone use might have detrimental effects on adolescents' moods. Alternatively, it is possible that adolescents turn to smartphone use when experiencing negative mood. Past experimental study suggests that certain smartphone activities can reduce adolescents' negative moods or induce more positive moods, but little is known about the effects of real-world smartphone use, which can involve many different activities. A sample of N = 253 adolescents participated in an Ecological Momentary Assessment (EMA) procedure, which assessed which smartphone activities they were engaged in at random moments throughout the day. This procedure also prompted adolescents to rate their moods before and during smartphone use. Adolescents reported mood improvements during almost all smartphone activities and did not report that moods became more negative during any smartphone activity. Mood improvements were the largest when adolescents said they were listening to music, podcasts, or audiobooks. This may suggest some adolescent smartphone use is driven by a desire to alleviate negative mood.
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Affiliation(s)
- Matt Minich
- School of Journalism and Mass Communication, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Qianqian Zhao
- Department of Biostatistics and Medical Informatics, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Jens Eickhoff
- Department of Biostatistics and Medical Informatics, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Megan A Moreno
- Department of Pediatrics, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin, USA
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Yang CC, Tsai JY. Asians and Asian Americans' social media use for coping with discrimination: A mixed-methods study of well-being implications. Heliyon 2023; 9:e16842. [PMID: 37332968 PMCID: PMC10275783 DOI: 10.1016/j.heliyon.2023.e16842] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Revised: 05/21/2023] [Accepted: 05/30/2023] [Indexed: 06/20/2023] Open
Abstract
Although social media has the potential to serve as a coping tool, it is unclear how Asians and Asian Americans use social media to cope with discrimination, and how social media coping is associated with these users' psycho-emotional well-being. Drawing on the Multidimensional Model of Social Media Use, this mixed-methods study examined the well-being implications of three social media coping activities among Asians and Asian Americans. A total of 931 Asians and Asian Americans in the U.S. between the ages of 18 and 93 (M = 46.49, SD = 16.58; 49.2% female) completed an anonymous online survey. Twenty-three participants (12 females) between the ages of 19 and 70 joined seven focus group interviews. Survey results showed that messaging was related to greater race-based traumatic stress (RBTS), although it also had a weak indirect relationship with positive emotions through social support. Posting and commenting had an indirect relationship with both lower RBTS and greater positive emotions via social support. Reading and browsing was associated with greater RBTS (directly) and positive emotions (both directly and indirectly through social support). Focus group data revealed how the three activities contributed to perceived social support and why these activities were associated with promising and/or concerning well-being outcomes.
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Affiliation(s)
- Chia-chen Yang
- School of Educational Foundations, Leadership and Aviation, Oklahoma State University, USA
| | - Jiun-Yi Tsai
- School of Communication, Northern Arizona University, USA
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Burnell K, Odgers CL. Trajectories of Perceived Technological Impairment and Psychological Distress in Adolescents. J Youth Adolesc 2023; 52:258-272. [PMID: 36161386 PMCID: PMC9511468 DOI: 10.1007/s10964-022-01679-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2022] [Accepted: 09/02/2022] [Indexed: 01/26/2023]
Abstract
Fears that digital technologies harm adolescents' mental health abound; however, existing research is mixed. This study examined how perceived technological impairment (i.e., perceptions of digital technology interfering with daily life) related to psychological distress across five years in adolescence. A latent curve model with structured residuals was applied to disentangle between-from within-person associations, in which it was tested whether (a) adolescents who increased in their perceptions of technological impairment over time also increased in psychological distress (between-person) and (b) if an adolescent who reported greater perceptions of technological impairment relative to their underlying trajectory at one wave consequently reported greater distress at the subsequent wave (within-person). These associations were tested in a sample of 2104 adolescents (Mage = 12.36; 52% girls; 48% Non-White). Perceived technological impairment and psychological distress increased together over time. Girls and older adolescents (13-15 at baseline) reported greater initial levels of perceived impairment. Younger adolescents (9-12 at baseline) increased more steeply in perceived impairment over time. There was no evidence of longitudinal within-person associations. The findings suggest that although there is evidence of between-person associations in which increases in perceived technological impairment coincide with increases in psychological distress, the absence of within-person associations cautions against a cause-and-effect narrative between digital technology use and mental health.
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Affiliation(s)
- Kaitlyn Burnell
- Duke University, Durham, NC, USA.
- University of North Carolina at Chapel Hill, 235 E Cameron Ave, Chapel Hill, NC, USA.
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Porter CL, Stockdale LA, Reschke P, Booth M, Memmott-Elison MK, Coyne SM. "Katerina gets mad": Infants' physiological and behavioral responses to co-viewing educational, self-regulatory media. Dev Psychobiol 2022; 64:e22337. [PMID: 36426789 DOI: 10.1002/dev.22337] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Revised: 08/16/2022] [Accepted: 09/19/2022] [Indexed: 01/27/2023]
Abstract
A growing body of research has focused on the physiological impact of media on older children and adolescents. Less research has been focused on the potential physiological impact of media on infants and younger children, especially media designed to be age appropriate and educational in content. In this study, we examined respiratory sinus arrhythmia (RSA) in infants (N = 269, Mage = 17.13 months) while they co-viewed an educational video clip that modeled emotion regulation and contrasted their physiological response to an unoccupied baseline and a frustration paradigm (arm-restraint). Given parent reports showing the calming effect of educational media viewing in young children, we anticipated that a similar pattern of calming would be observed physiologically in infants. Results showed that relative to baseline, most infants demonstrated an increase in RSA while co-viewing, suggesting greater parasympathetic (regulatory) activation consistent with behavioral calming. However, infants who demonstrated vagal withdrawal during co-viewing (decrease in RSA) were more likely to have parents who used a tablet to help infants go to sleep at night. Vagal withdrawal was also associated with increased levels of negative affect observed during the co-viewing task. Findings are discussed in relation to the contextual effect of co-viewing age-appropriate, educational media on children's physiological responses.
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Affiliation(s)
- Chris L Porter
- School of Family Life, Brigham Young University, Provo, Utah, USA
| | | | - Peter Reschke
- School of Family Life, Brigham Young University, Provo, Utah, USA
| | - McCall Booth
- The Media School, Indiana University Bloomington, Bloomington, Indiana, USA
| | - Madison K Memmott-Elison
- Department of Human Development and Family Science, University of Missouri, Columbia, Missouri, USA
| | - Sarah M Coyne
- School of Family Life, Brigham Young University, Provo, Utah, USA
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Bottaro R, Faraci P. The Use of Social Networking Sites and Its Impact on Adolescents' Emotional Well-Being: a Scoping Review. CURRENT ADDICTION REPORTS 2022; 9:518-539. [PMID: 36185594 PMCID: PMC9516496 DOI: 10.1007/s40429-022-00445-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/14/2022] [Indexed: 11/01/2022]
Abstract
Purpose of Review The rapid development of social networking sites (SNSs) has affected adolescents' well-being with great impact on social experience. In this scoping review, we aimed to map out what is known from the most recent literature about adolescents' emotional well-being and the role of emotional regulation skills in preventing problematic SNS use. We used the Arksey and O'Malley methodological framework, and we based the study selection procedure on the PRISMA process. Then, we selected 52 English and peer-reviewed papers from PubMed, MEDLINE, PsycARTICLES, PsycINFO, Psychology and Behavioral Sciences Collection, Wiley Online Library, and Web of Science. Recent Findings We found both positive and negative effects of SNS use on adolescents' emotions with online self-presentation and social comparison as key mechanisms to explain differences in subjective well-being. The risk of developing problematic use of SNSs is influenced by time spent on SNSs, active or passive use, and adolescents' social and emotional skills. Summary This review suggested the importance of emotional experiences and social support in both in-person and online interactions. Future research is needed to provide the basis for a better forthcoming classification of problematic SNS use.
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Affiliation(s)
- Rossella Bottaro
- Faculty of Human and Social Sciences, University of Enna “Kore”, Cittadella Universitaria, 94100 Enna, Italy
| | - Palmira Faraci
- Faculty of Human and Social Sciences, University of Enna “Kore”, Cittadella Universitaria, 94100 Enna, Italy
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Lai X, Nie C, Huang S, Li Y, Xin T, Zhang C, Wang Y. Effect of Growth Mindset on Mental Health Two Years Later: The Role of Smartphone Use. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19063355. [PMID: 35329043 PMCID: PMC8951748 DOI: 10.3390/ijerph19063355] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Revised: 03/03/2022] [Accepted: 03/09/2022] [Indexed: 01/30/2023]
Abstract
The negative association between the growth mindset and mental health problems suggests that prevention and intervention programs to improve mental health by targeting mindset may have potential clinical value. However, research on the longitudinal effect of mindset on adolescent mental health and its underlying mechanisms is lacking. Using a three-wave longitudinal design, we obtained data from a diverse sample of Chinese adolescents (n = 2543). Longitudinal multiple mediation models were constructed to examine the effects of the growth mindset on levels of anxiety and depression two years later. In addition, the mediating effects of smartphone use for entertainment and problematic smartphone use (PSU) were examined. After controlling for various covariates and the autoregressive effects of mental health problems, the growth mindset had significant negative effects on anxiety (β = −0.053, p = 0.004) and depression (β = −0.074, p < 0.001). Smartphone use had a significant mediating role in the effect of mindset on anxiety (β = −0.016, p < 0.001) and depression (β = −0.016, p < 0.001). The growth mindset has long-lasting positive effects on adolescent mental health. Smartphone use for entertainment and PSU mediate the effect of mindset on adolescent mental health.
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Affiliation(s)
- Xiaoxiong Lai
- State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing 100875, China; (X.L.); (S.H.)
| | - Chang Nie
- Collaborative Innovation Center of Assessment for Basic Education Quality, Beijing Normal University, Beijing 100875, China; (C.N.); (T.X.); (C.Z.)
| | - Shunsen Huang
- State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing 100875, China; (X.L.); (S.H.)
| | - Yajun Li
- Guangming Institute of Education Sciences, Shenzhen 518107, China;
| | - Tao Xin
- Collaborative Innovation Center of Assessment for Basic Education Quality, Beijing Normal University, Beijing 100875, China; (C.N.); (T.X.); (C.Z.)
| | - Cai Zhang
- Collaborative Innovation Center of Assessment for Basic Education Quality, Beijing Normal University, Beijing 100875, China; (C.N.); (T.X.); (C.Z.)
| | - Yun Wang
- State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing 100875, China; (X.L.); (S.H.)
- Collaborative Innovation Center of Assessment for Basic Education Quality, Beijing Normal University, Beijing 100875, China; (C.N.); (T.X.); (C.Z.)
- Correspondence:
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Yang CC, Holden SM, Ariati J. Social Media and Psychological Well-Being Among Youth: The Multidimensional Model of Social Media Use. Clin Child Fam Psychol Rev 2021; 24:631-650. [PMID: 34169391 DOI: 10.1007/s10567-021-00359-z] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/30/2021] [Indexed: 12/13/2022]
Abstract
Social media use is almost ubiquitous among adolescents and emerging adults. Although much has been studied about the psychological implications of social media use, there is currently no integrative model in which multiple dimensions of social media are considered. The goal of this theoretical article is to introduce the Multidimensional Model of Social Media Use (MMSMU), which aims to provide a useful framework for researchers and practitioners to study and understand young people's social media use in relation to their psychological well-being. The model attends to three major dimensions: activities performed on social media, motives for social media use, and communication partners connected through social media. We present empirical evidence showing whether each dimension is associated with better or poorer well-being and identify or propose mechanisms explaining the associations. Before concluding the article, we discuss clinical implications and possible ways to further expand the proposed model.
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Affiliation(s)
- Chia-Chen Yang
- School of Educational Foundations, Leadership and Aviation, Oklahoma State University, Stillwater, USA.
| | - Sean M Holden
- Office of Institutional Research, University of Memphis, Memphis, USA
| | - Jati Ariati
- School of Educational Foundations, Leadership and Aviation, Oklahoma State University, Stillwater, USA
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