Pub Date : 2024-09-05DOI: 10.1007/s42761-024-00259-9
Kaitlin Fitzgerald, Laura Vandenbosch, Toon Tabruyn
This data donation study explores how adolescents express emotions on social media, and how this expression varies by platform (Instagram, Snapchat, and TikTok) and posting modality (permanent and ephemeral content). Adolescents from Belgium (n = 115), France (n = 146), and Slovenia (n = 119) “donated” screenshots from their social media accounts, including their bios, most recent posts, and most recent stories. These screenshots were coded for both textual references to positive and negative emotion words and emojis, and visual expressions of positive and negative emotion. This data was then linked to the adolescents’ survey responses about their life satisfaction. The results showed a prevalence of positive emotional displays, both in text and visuals. Gender differences were evident, with girls more likely than boys to reference and express positive emotions. Additionally, a marginal difference was observed among countries: Slovenian participants showed fewer positive emotional references compared to Belgian and French participants. No significant links were found between online emotional expressions and life satisfaction. While this study offers initial insights into adolescents’ real online emotional behavior, future research should explore motivations and sociocultural influences, addressing gaps in understanding how individual and contextual factors impact social media use among adolescents.
{"title":"Adolescent Emotional Expression on Social Media: A Data Donation Study Across Three European Countries","authors":"Kaitlin Fitzgerald, Laura Vandenbosch, Toon Tabruyn","doi":"10.1007/s42761-024-00259-9","DOIUrl":"10.1007/s42761-024-00259-9","url":null,"abstract":"<div><p>This data donation study explores how adolescents express emotions on social media, and how this expression varies by platform (Instagram, Snapchat, and TikTok) and posting modality (permanent and ephemeral content). Adolescents from Belgium (<i>n</i> = 115), France (<i>n</i> = 146), and Slovenia (<i>n</i> = 119) “donated” screenshots from their social media accounts, including their bios, most recent posts, and most recent stories. These screenshots were coded for both textual references to positive and negative emotion words and emojis, and visual expressions of positive and negative emotion. This data was then linked to the adolescents’ survey responses about their life satisfaction. The results showed a prevalence of positive emotional displays, both in text and visuals. Gender differences were evident, with girls more likely than boys to reference and express positive emotions. Additionally, a marginal difference was observed among countries: Slovenian participants showed fewer positive emotional references compared to Belgian and French participants. No significant links were found between online emotional expressions and life satisfaction. While this study offers initial insights into adolescents’ real online emotional behavior, future research should explore motivations and sociocultural influences, addressing gaps in understanding how individual and contextual factors impact social media use among adolescents.</p></div>","PeriodicalId":72119,"journal":{"name":"Affective science","volume":"5 4","pages":"436 - 448"},"PeriodicalIF":2.1,"publicationDate":"2024-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142778233","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-09-05DOI: 10.1007/s42761-024-00262-0
Randy T. Lee, Minghui Ni, Wicia M. Fang, Inbal Ravreby, Yuichi Shoda, Vivian Zayas
When studying emotion and emotion regulation, typical approaches focus on intrapersonal processes. Although this emphasis clarifies what transpires within a person, it does not capture that much of emotional experience and regulation occurs between people. In this commentary, we highlight how the Cognitive-Affective Processing System (CAPS) approach—originally developed by Mischel and Shoda and extended to dyadic interactions by Zayas, Shoda, and Ayduk—can provide a unifying framework for understanding the complexity of everyday affective experiences. We discuss how this framework can be fruitfully applied to the study of emotion and emotion regulation broadly, and particularly to interpersonal emotion regulation, by considering both the mediating psychological processes within individuals, as well as the behavioral processes that transpire between individuals. To illustrate these points, we discuss some of the thought-provoking work in the special double issue on the Future of Affective Science edited by Shiota et al. (2023), and we offer forward-thinking suggestions and propose future research directions informed by the CAPS approach. By employing the CAPS framework, we can better capture the complexity of everyday affective experiences and synthesize the growing body of research in affective science.
{"title":"An Integrative Framework for Capturing Emotion and Emotion Regulation in Daily Life","authors":"Randy T. Lee, Minghui Ni, Wicia M. Fang, Inbal Ravreby, Yuichi Shoda, Vivian Zayas","doi":"10.1007/s42761-024-00262-0","DOIUrl":"10.1007/s42761-024-00262-0","url":null,"abstract":"<div><p>When studying emotion and emotion regulation, typical approaches focus on intrapersonal processes. Although this emphasis clarifies what transpires <i>within</i> a person, it does not capture that much of emotional experience and regulation occurs <i>between</i> people. In this commentary, we highlight how the Cognitive-Affective Processing System (CAPS) approach—originally developed by Mischel and Shoda and extended to dyadic interactions by Zayas, Shoda, and Ayduk—can provide a unifying framework for understanding the complexity of everyday affective experiences. We discuss how this framework can be fruitfully applied to the study of emotion and emotion regulation broadly, and particularly to interpersonal emotion regulation, by considering both the mediating psychological processes <i>within</i> individuals, as well as the behavioral processes that transpire <i>between</i> individuals. To illustrate these points, we discuss some of the thought-provoking work in the special double issue on the <i>Future of Affective Science</i> edited by Shiota et al. (2023), and we offer forward-thinking suggestions and propose future research directions informed by the CAPS approach. By employing the CAPS framework, we can better capture the complexity of everyday affective experiences and synthesize the growing body of research in affective science.\u0000</p></div>","PeriodicalId":72119,"journal":{"name":"Affective science","volume":"5 3","pages":"179 - 183"},"PeriodicalIF":2.1,"publicationDate":"2024-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142402160","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-28DOI: 10.1007/s42761-024-00261-1
Mark Shuquan Chen, José Angel Soto
The Future of Affective Science special issue covered a broad range of topics, ranging from the valuation and experience of emotions to their expression and regulation. Despite the breadth of these topics, consideration of diverse contexts was limited in that most studies relied on Western, Educated, Industrialized, Rich, and Democratic (WEIRD) samples and/or failed to explore the rich diversity present in those countries with vast population heterogeneity. We argue that a more systematic approach is essential to advance theory and research on how diverse contexts impact and interact with different components of emotion processes. Specifically, future research should compare a wider range of cultures; examine the interplay between culture, individual, and situation; and transcend the traditional Eastern/Western or WEIRD/non-WEIRD dichotomy and other group comparisons by embracing a dimensional approach to diverse contexts. We provide concrete examples of how leveraging these three approaches to expand the scope of diverse contexts can benefit the future development of affective science, a field heavily impacted by sociocultural context.
{"title":"Expanding the Scope of Diverse Contexts in Affective Science","authors":"Mark Shuquan Chen, José Angel Soto","doi":"10.1007/s42761-024-00261-1","DOIUrl":"10.1007/s42761-024-00261-1","url":null,"abstract":"<div><p><i>The Future of Affective Science</i> special issue covered a broad range of topics, ranging from the valuation and experience of emotions to their expression and regulation. Despite the breadth of these topics, consideration of diverse contexts was limited in that most studies relied on Western, Educated, Industrialized, Rich, and Democratic (WEIRD) samples and/or failed to explore the rich diversity present in those countries with vast population heterogeneity. We argue that a more systematic approach is essential to advance theory and research on how diverse contexts impact and interact with different components of emotion processes. Specifically, future research should compare a wider range of cultures; examine the interplay between culture, individual, and situation; and transcend the traditional Eastern/Western or WEIRD/non-WEIRD dichotomy and other group comparisons by embracing a dimensional approach to diverse contexts. We provide concrete examples of how leveraging these three approaches to expand the scope of diverse contexts can benefit the future development of affective science, a field heavily impacted by sociocultural context.</p></div>","PeriodicalId":72119,"journal":{"name":"Affective science","volume":"5 3","pages":"184 - 189"},"PeriodicalIF":2.1,"publicationDate":"2024-08-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142402164","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-26DOI: 10.1007/s42761-024-00264-y
Daniel Västfjäll, Erkin Asutay, Gustav Tinghög
In this commentary, we expand on the special issue themes of applied affective science, ecologically valid data and application, and the need for transdisciplinary collaboration by discussing and exemplifying how affective science can inform behavioral public policy.
{"title":"How Affective Science Can Inform Behavioral Public Policy","authors":"Daniel Västfjäll, Erkin Asutay, Gustav Tinghög","doi":"10.1007/s42761-024-00264-y","DOIUrl":"10.1007/s42761-024-00264-y","url":null,"abstract":"<div><p>In this commentary, we expand on the special issue themes of applied affective science, ecologically valid data and application, and the need for transdisciplinary collaboration by discussing and exemplifying how affective science can inform behavioral public policy.</p></div>","PeriodicalId":72119,"journal":{"name":"Affective science","volume":"5 3","pages":"213 - 216"},"PeriodicalIF":2.1,"publicationDate":"2024-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11461417/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142402166","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-26DOI: 10.1007/s42761-024-00265-x
Michele Morningstar
Affective science has increasingly sought to represent emotional experiences multimodally, measuring affect through a combination of self-report ratings, linguistic output, physiological measures, and/or nonverbal expressions. However, despite widespread recognition that non-facial nonverbal cues are an important facet of expressive behavior, measures of nonverbal expressions commonly focus solely on facial movements. This Commentary represents a call for affective scientists to integrate a larger range of nonverbal cues—including gestures, postures, and vocal cues—alongside facial cues in efforts to represent the experience of emotion and its communication. Using the measurement and analysis of vocal cues as an illustrative case, the Commentary considers challenges, potential solutions, and the theoretical and translational significance of working to integrate multiple nonverbal channels in the study of affect.
{"title":"A Louder Call for the Integration of Multiple Nonverbal Channels in the Study of Affect","authors":"Michele Morningstar","doi":"10.1007/s42761-024-00265-x","DOIUrl":"10.1007/s42761-024-00265-x","url":null,"abstract":"<div><p>Affective science has increasingly sought to represent emotional experiences multimodally, measuring affect through a combination of self-report ratings, linguistic output, physiological measures, and/or nonverbal expressions. However, despite widespread recognition that non-facial nonverbal cues are an important facet of expressive behavior, measures of nonverbal expressions commonly focus solely on facial movements. This Commentary represents a call for affective scientists to integrate a larger range of nonverbal cues—including gestures, postures, and vocal cues—alongside facial cues in efforts to represent the experience of emotion and its communication. Using the measurement and analysis of vocal cues as an illustrative case, the Commentary considers challenges, potential solutions, and the theoretical and translational significance of working to integrate multiple nonverbal channels in the study of affect.</p></div>","PeriodicalId":72119,"journal":{"name":"Affective science","volume":"5 3","pages":"201 - 208"},"PeriodicalIF":2.1,"publicationDate":"2024-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142402157","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-23DOI: 10.1007/s42761-024-00255-z
Fengshu Xie, Bruce Doré
People with larger body sizes often face underrepresentation in popular media. However, the rise of social media has led to increased visibility for this demographic group. Our research, encompassing five studies, investigated how audiences react to social media images featuring individuals with larger body sizes, focusing on affective responses and social transmission dynamics. We identified a gender-specific gap in sharing behavior such that male viewers show lower sharing intentions for such images (Study 1), mediated by stereotypic perceptions of low competence in larger-sized people and decreased positive affect (Study 2). This pattern holds for images with both female and male models (Study 3) and extends to contexts where body size is not a central factor (Study 4). To address this, we developed social norm-based interventions that effectively increase sharing intentions evoked by images of people with larger bodies, mediated by social perceptions and affective responses (Study 5). Overall, our findings shed light on the psychological factors that influence the spread of body-related imagery on social media, demonstrating how stereotypes can shape affective responses and subsequent actions like social media sharing. Beyond theoretical insights, our research offers practical strategies for amplifying societal focus on underrepresented groups and promoting more diverse and inclusive representations of body image in digital spaces.
{"title":"Competence Perceptions and Affective Responses Limit Social Sharing of Images Featuring People with Larger Body Sizes","authors":"Fengshu Xie, Bruce Doré","doi":"10.1007/s42761-024-00255-z","DOIUrl":"10.1007/s42761-024-00255-z","url":null,"abstract":"<div><p>People with larger body sizes often face underrepresentation in popular media. However, the rise of social media has led to increased visibility for this demographic group. Our research, encompassing five studies, investigated how audiences react to social media images featuring individuals with larger body sizes, focusing on affective responses and social transmission dynamics. We identified a gender-specific gap in sharing behavior such that male viewers show lower sharing intentions for such images (Study 1), mediated by stereotypic perceptions of low competence in larger-sized people and decreased positive affect (Study 2). This pattern holds for images with both female and male models (Study 3) and extends to contexts where body size is not a central factor (Study 4). To address this, we developed social norm-based interventions that effectively increase sharing intentions evoked by images of people with larger bodies, mediated by social perceptions and affective responses (Study 5). Overall, our findings shed light on the psychological factors that influence the spread of body-related imagery on social media, demonstrating how stereotypes can shape affective responses and subsequent actions like social media sharing. Beyond theoretical insights, our research offers practical strategies for amplifying societal focus on underrepresented groups and promoting more diverse and inclusive representations of body image in digital spaces.</p></div>","PeriodicalId":72119,"journal":{"name":"Affective science","volume":"5 4","pages":"405 - 416"},"PeriodicalIF":2.1,"publicationDate":"2024-08-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142778558","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-22DOI: 10.1007/s42761-024-00257-x
Simone Imani Boyd, Melissa J. Dreier, Saskia L. Jorgensen, Serena L. Moghaddas, Evan Kleiman, Jessica L. Hamilton
Social media (SM) is widely used among adolescents, making the relationship between SM and affect in this population important to understand. However, previous research has largely used methods that do not capture the dynamic and variable nature of SM or measure the consistency of effects across global affect and specific emotions. The current study examined the momentary relationship between positive and negative SM experiences and global positive affect (PA) and negative affect (NA), as well as specific affective states of PA and NA. Adolescents (N = 62; 14–17 years old) were recruited from SM platforms to participate in an eight-week ecological momentary assessment study. Participants reported three times per day on PA and NA and positive and negative SM experiences. Random intercept and random slope models were used to examine within-person associations between momentary positive and negative SM experiences and affect after controlling for between-person differences. At prompts when participants reported greater-than-usual positive SM experiences, they reported higher global PA and lower global NA. At prompts when participants reported greater than their average negative SM experiences, they endorsed lower global PA and higher global NA. These results were consistent across same-valence specific affective states. The current study highlights proximal associations between SM experiences and affect, highlighting potential avenues of short-term risk and protection.
{"title":"Momentary Associations Between Emotional Responses to Social Media and Affect: Consistency Across Global Affect and Specific Emotional States","authors":"Simone Imani Boyd, Melissa J. Dreier, Saskia L. Jorgensen, Serena L. Moghaddas, Evan Kleiman, Jessica L. Hamilton","doi":"10.1007/s42761-024-00257-x","DOIUrl":"10.1007/s42761-024-00257-x","url":null,"abstract":"<div><p>Social media (SM) is widely used among adolescents, making the relationship between SM and affect in this population important to understand. However, previous research has largely used methods that do not capture the dynamic and variable nature of SM or measure the consistency of effects across global affect and specific emotions. The current study examined the momentary relationship between positive and negative SM experiences and global positive affect (PA) and negative affect (NA), as well as specific affective states of PA and NA. Adolescents (<i>N</i> = 62; 14–17 years old) were recruited from SM platforms to participate in an eight-week ecological momentary assessment study. Participants reported three times per day on PA and NA and positive and negative SM experiences. Random intercept and random slope models were used to examine within-person associations between momentary positive and negative SM experiences and affect after controlling for between-person differences. At prompts when participants reported greater-than-usual positive SM experiences, they reported higher global PA and lower global NA. At prompts when participants reported greater than their average negative SM experiences, they endorsed lower global PA and higher global NA. These results were consistent across same-valence specific affective states. The current study highlights proximal associations between SM experiences and affect, highlighting potential avenues of short-term risk and protection. \u0000</p></div>","PeriodicalId":72119,"journal":{"name":"Affective science","volume":"5 4","pages":"417 - 426"},"PeriodicalIF":2.1,"publicationDate":"2024-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s42761-024-00257-x.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142778553","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-19DOI: 10.1007/s42761-024-00258-w
Zelal Kilic, Kirsten M. P. McKone, Claire D. Stout, Melanie J. Grad-Freilich, Cecile D. Ladouceur, Sophia Choukas-Bradley, Jennifer S. Silk
With the rise and ubiquity of social media (SM), the context for peer interactions has changed drastically for adolescents, yet, little is known about how digital peer interactions compare to in-person interactions in their impact on adolescents’ emotional experiences. Adolescents employ various emotion regulation (ER) strategies to navigate the complexities of peer interactions, with varying strategy adaptiveness and efficacy. This study delves into the prevalence of ER strategies following daily negative peer interactions on SM, exploring to what extent context (SM or in-person) influences the selection of ER strategies. Over 16 days, 106 U.S. adolescent girls, aged 11–13 (half at high risk for developing an affective disorder), participated in ecological momentary assessments, detailing their worst recent peer interactions, the context (SM or in-person), and the subsequent ER strategies employed. Multilevel models revealed that teens were more prone to rumination after negative peer interactions on SM than in-person (OR = 2.08, p = .031), after adjusting for the overall prevalence of SM and in-person interactions. No other significant differences emerged in ER strategy selection based on the context of the interaction. Findings highlight that although adolescents may adapt their ER strategy selection to suit the demands of specific interpersonal situations across contexts, negative peer interactions on SM may lead to more rumination, potentially contributing to the link between SM use and depression. We discuss how unique features of SM might elicit rumination, such as SM’s lack of physical social cues and its permanent, public, and asynchronous nature.
随着社交媒体(SM)的兴起和无处不在,青少年的同伴互动环境发生了巨大变化,然而,人们对数字同伴互动与面对面互动在影响青少年情感体验方面的对比知之甚少。青少年采用各种情绪调节策略来应对同伴互动的复杂性,策略的适应性和有效性各不相同。本研究探讨了在日常消极同伴交往中,社交媒体对同伴关系策略的影响,并探讨了情境(社交媒体或面对面)在多大程度上影响了同伴关系策略的选择。在16天的时间里,106名11-13岁的美国少女(其中一半有患情感障碍的高风险)参与了生态瞬间评估,详细描述了她们最近最糟糕的同伴互动、环境(SM或面对面)以及随后采用的急诊策略。多层模型显示,在调整了SM的总体流行率和面对面互动后,青少年在SM上的消极同伴互动比面对面互动更容易产生反刍(OR = 2.08, p = 0.031)。在基于相互作用背景的ER策略选择中没有出现其他显著差异。研究结果强调,尽管青少年可能会调整他们的ER策略选择以适应特定人际情境的需求,但SM上的负面同伴互动可能会导致更多的反刍,这可能有助于SM使用与抑郁症之间的联系。我们讨论了SM的独特特征是如何引起反思的,比如SM缺乏物理社交线索,以及它的永久性、公开性和异步性。
{"title":"Overthinking over Screens: Girls Ruminate More After Negative Social Media Interactions with Peers Compared to In-Person Interactions","authors":"Zelal Kilic, Kirsten M. P. McKone, Claire D. Stout, Melanie J. Grad-Freilich, Cecile D. Ladouceur, Sophia Choukas-Bradley, Jennifer S. Silk","doi":"10.1007/s42761-024-00258-w","DOIUrl":"10.1007/s42761-024-00258-w","url":null,"abstract":"<div><p>With the rise and ubiquity of social media (SM), the context for peer interactions has changed drastically for adolescents, yet, little is known about how digital peer interactions compare to in-person interactions in their impact on adolescents’ emotional experiences. Adolescents employ various emotion regulation (ER) strategies to navigate the complexities of peer interactions, with varying strategy adaptiveness and efficacy. This study delves into the prevalence of ER strategies following daily negative peer interactions on SM, exploring to what extent context (SM or in-person) influences the selection of ER strategies. Over 16 days, 106 U.S. adolescent girls, aged 11–13 (half at high risk for developing an affective disorder), participated in ecological momentary assessments, detailing their worst recent peer interactions, the context (SM or in-person), and the subsequent ER strategies employed. Multilevel models revealed that teens were more prone to rumination after negative peer interactions on SM than in-person (OR = 2.08, <i>p</i> = .031), after adjusting for the overall prevalence of SM and in-person interactions. No other significant differences emerged in ER strategy selection based on the context of the interaction. Findings highlight that although adolescents may adapt their ER strategy selection to suit the demands of specific interpersonal situations across contexts, negative peer interactions on SM may lead to more rumination, potentially contributing to the link between SM use and depression. We discuss how unique features of SM might elicit rumination, such as SM’s lack of physical social cues and its permanent, public, and asynchronous nature.</p></div>","PeriodicalId":72119,"journal":{"name":"Affective science","volume":"5 4","pages":"427 - 435"},"PeriodicalIF":2.1,"publicationDate":"2024-08-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142778167","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-12DOI: 10.1007/s42761-024-00252-2
Jennifer S. Silk, Stefanie L. Sequeira, Kiera M. James, Zelal Kilic, Melanie E. Grad-Freilich, Sophia Choukas-Bradley, Cecile D. Ladouceur
There is much interest in the role of social media (SM) in the current mental health crisis among teens. In this review, we focus on the question of “for whom” SM experiences have the strongest impact on emotional health, considering neural sensitivity to social evaluation as a potential vulnerability factor that makes youth more susceptible to the effects of SM. We first present behavioral evidence showing that sensitivity to social evaluation moderates the link between SM use and emotional health in youth. Next, we show that the brain’s affective salience network responds to simulated online social threats in ways that predict emotional health. Finally, we show evidence that neural sensitivity to online social evaluation moderates the effects of peer social experiences on emotional health, with implications for social media experiences. We end with recommendations for fully testing the model.
{"title":"The Role of Neural Sensitivity to Social Evaluation in Understanding “for Whom” Social Media Use May Impact Emotional Health During Adolescence","authors":"Jennifer S. Silk, Stefanie L. Sequeira, Kiera M. James, Zelal Kilic, Melanie E. Grad-Freilich, Sophia Choukas-Bradley, Cecile D. Ladouceur","doi":"10.1007/s42761-024-00252-2","DOIUrl":"10.1007/s42761-024-00252-2","url":null,"abstract":"<div><p>There is much interest in the role of social media (SM) in the current mental health crisis among teens. In this review, we focus on the question of “for whom” SM experiences have the strongest impact on emotional health, considering neural sensitivity to social evaluation as a potential vulnerability factor that makes youth more susceptible to the effects of SM. We first present behavioral evidence showing that sensitivity to social evaluation moderates the link between SM use and emotional health in youth. Next, we show that the brain’s affective salience network responds to simulated online social threats in ways that predict emotional health. Finally, we show evidence that neural sensitivity to online social evaluation moderates the effects of peer social experiences on emotional health, with implications for social media experiences. We end with recommendations for fully testing the model.</p></div>","PeriodicalId":72119,"journal":{"name":"Affective science","volume":"5 4","pages":"366 - 376"},"PeriodicalIF":2.1,"publicationDate":"2024-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142778602","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-08DOI: 10.1007/s42761-024-00254-0
Rob Gleasure, Maylis Saigot, Irfan Kanat
This study investigated the role of circadian rhythms in online information sharing. We gathered 416,914 posts from the social media platform X (formerly Twitter). We identified daily patterns of collective positive and negative affect in these posts, consistent with previous research on social media and circadian rhythms. We created predicted values of positive and negative affect for each post, based on the time a post was created. We then used these predicted values for each post to estimate that post’s likelihood of being reshared. We controlled for a range of possible confounders, such as the actual positive and negative affect expressed in a specific post and the number of existing followers and previous posts of the user who created the post, as well as whether the post contained hashtags, mentions, and quotes. The results support a strong relationship between the predicted positive and negative affect of a post—based on circadian patterns of collective positive and negative affect—and the likelihood of a post being shared. We further examine seasonal changes and design a natural experiment, in which we compare patterns of positive and negative affect and information sharing before and after the clocks change, i.e., “spring forward” and “fall back.” The results suggest that these daily collective patterns of positive and negative affect on social media are influenced, at least partly, by hormonal influences and not only collective daily routines.
{"title":"Let’s Talk About It in the Morning: How Circadian Rhythms Impact Information Sharing on Social Media","authors":"Rob Gleasure, Maylis Saigot, Irfan Kanat","doi":"10.1007/s42761-024-00254-0","DOIUrl":"10.1007/s42761-024-00254-0","url":null,"abstract":"<div><p>This study investigated the role of circadian rhythms in online information sharing. We gathered 416,914 posts from the social media platform X (formerly Twitter). We identified daily patterns of collective positive and negative affect in these posts, consistent with previous research on social media and circadian rhythms. We created predicted values of positive and negative affect for each post, based on the time a post was created. We then used these predicted values for each post to estimate that post’s likelihood of being reshared. We controlled for a range of possible confounders, such as the actual positive and negative affect expressed in a specific post and the number of existing followers and previous posts of the user who created the post, as well as whether the post contained hashtags, mentions, and quotes. The results support a strong relationship between the predicted positive and negative affect of a post—based on circadian patterns of collective positive and negative affect—and the likelihood of a post being shared. We further examine seasonal changes and design a natural experiment, in which we compare patterns of positive and negative affect and information sharing before and after the clocks change, i.e., “spring forward” and “fall back.” The results suggest that these daily collective patterns of positive and negative affect on social media are influenced, at least partly, by hormonal influences and not only collective daily routines.</p></div>","PeriodicalId":72119,"journal":{"name":"Affective science","volume":"5 4","pages":"389 - 404"},"PeriodicalIF":2.1,"publicationDate":"2024-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141928183","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}