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Adolescent Emotional Expression on Social Media: A Data Donation Study Across Three European Countries 青少年在社交媒体上的情感表达:一项横跨三个欧洲国家的数据捐赠研究
IF 2.1 Q2 PSYCHOLOGY Pub Date : 2024-09-05 DOI: 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.

这项数据捐赠研究探讨了青少年如何在社交媒体上表达情绪,以及这种表达如何因平台(Instagram、Snapchat和TikTok)和发布方式(永久和短暂的内容)而变化。来自比利时(n = 115)、法国(n = 146)和斯洛文尼亚(n = 119)的青少年从他们的社交媒体账户中“捐赠”了截图,包括他们的个人简介、最近的帖子和最近的故事。这些截图对积极和消极情绪单词和表情符号的文本参考以及积极和消极情绪的视觉表达进行了编码。然后将这些数据与青少年对生活满意度的调查反应联系起来。结果显示,积极的情绪表现在文字和视觉上都很普遍。性别差异很明显,女孩比男孩更有可能提及和表达积极情绪。此外,国家之间也有细微的差异:斯洛文尼亚的参与者比比利时和法国的参与者表现出更少的积极情感参考。网络情绪表达与生活满意度之间没有明显的联系。虽然这项研究为青少年真实的网络情感行为提供了初步的见解,但未来的研究应该探索动机和社会文化影响,解决理解个人和环境因素如何影响青少年社交媒体使用的差距。
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引用次数: 0
An Integrative Framework for Capturing Emotion and Emotion Regulation in Daily Life 在日常生活中捕捉情绪和情绪调节的综合框架。
IF 2.1 Q2 PSYCHOLOGY Pub Date : 2024-09-05 DOI: 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.

在研究情绪和情绪调节时,典型的方法侧重于个人内部过程。尽管这一重点阐明了人的内部过程,但它并没有反映出大部分情绪体验和调节是在人与人之间发生的。在这篇评论中,我们强调了认知-情感处理系统(CAPS)方法--该方法最初由 Mischel 和 Shoda 提出,并由 Zayas、Shoda 和 Ayduk 扩展到两人之间的互动--如何为理解日常情感体验的复杂性提供一个统一的框架。我们将讨论如何通过考虑个体内部的中介心理过程以及个体之间的行为过程,将这一框架有效地应用于广义的情绪和情绪调节研究,特别是人际间的情绪调节研究。为了说明这些观点,我们讨论了 Shiota 等人(2023 年)编辑的 "情感科学的未来 "双月特刊中的一些发人深省的工作,并在 CAPS 方法的基础上提出了具有前瞻性的建议和未来研究方向。通过采用 CAPS 框架,我们可以更好地捕捉日常情感体验的复杂性,并综合情感科学领域不断增长的研究成果。
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引用次数: 0
Expanding the Scope of Diverse Contexts in Affective Science 扩大情感科学的多元语境范围。
IF 2.1 Q2 PSYCHOLOGY Pub Date : 2024-08-28 DOI: 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.

情感科学的未来》特刊涵盖了从情感的评价和体验到情感的表达和调节等广泛的主题。尽管这些主题范围广泛,但对不同环境的考虑却很有限,因为大多数研究都依赖于西方、受过教育、工业化、富裕和民主(WEIRD)的样本,并且/或者未能探索那些人口异质性巨大的国家中存在的丰富多样性。我们认为,要推进理论和研究,了解不同环境如何影响情绪过程的不同组成部分并与之相互作用,就必须采用更系统的方法。具体来说,未来的研究应比较更广泛的文化;研究文化、个体和情境之间的相互作用;通过采用一种维度方法来研究不同情境,从而超越传统的东方/西方或WEIRD/非WEIRD二分法和其他群体比较法。我们将提供具体实例,说明如何利用这三种方法来扩大不同情境的范围,从而有利于情感科学这一深受社会文化背景影响的领域的未来发展。
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引用次数: 0
How Affective Science Can Inform Behavioral Public Policy 情感科学如何为行为公共政策提供信息。
IF 2.1 Q2 PSYCHOLOGY Pub Date : 2024-08-26 DOI: 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.

在这篇评论中,我们通过讨论和举例说明情感科学如何为行为学公共政策提供信息,扩展了特刊的主题:应用情感科学、生态学上有效的数据和应用,以及跨学科合作的必要性。
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引用次数: 0
A Louder Call for the Integration of Multiple Nonverbal Channels in the Study of Affect 在情感研究中整合多种非语言渠道的呼声更高。
IF 2.1 Q2 PSYCHOLOGY Pub Date : 2024-08-26 DOI: 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.

情感科学越来越多地寻求以多模态的方式表现情感体验,通过自我报告评级、语言输出、生理测量和/或非语言表达的组合来测量情感。然而,尽管人们普遍认识到非面部非语言线索是表达行为的一个重要方面,但对非语言表达的测量通常只关注面部动作。这篇评论呼吁情感科学家将更多的非语言线索(包括手势、姿势和声音线索)与面部线索结合起来,努力表现情感体验及其交流。本评论以声音线索的测量和分析为例,探讨了在情感研究中整合多种非语言渠道所面临的挑战、潜在的解决方案以及理论和转化意义。
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引用次数: 0
Competence Perceptions and Affective Responses Limit Social Sharing of Images Featuring People with Larger Body Sizes 能力感知和情感反应限制了社会分享体型较大的人的图像
IF 2.1 Q2 PSYCHOLOGY Pub Date : 2024-08-23 DOI: 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.

体型较大的人在大众媒体上的代表性往往不足。然而,社交媒体的兴起增加了这一人口群体的知名度。我们的研究包括五项研究,调查了观众对社交媒体上体型较大的人的形象的反应,重点关注情感反应和社会传播动态。我们发现在分享行为上存在性别差异,男性观众对这类图片的分享意愿较低(研究1),这是由对体型较大的人能力较低的刻板印象和积极影响下降(研究2)造成的。这一模式适用于女性和男性模特的图片(研究3),并延伸到体型不是中心因素的情况(研究4)。我们开发了基于社会规范的干预措施,有效地增加了由社会认知和情感反应介导的体型较大的人的图像引起的分享意图(研究5)。总体而言,我们的研究结果揭示了影响社交媒体上身体相关图像传播的心理因素,展示了刻板印象如何塑造情感反应和随后的行为,如社交媒体分享。除了理论见解之外,我们的研究还提供了实用的策略,以扩大社会对代表性不足群体的关注,并促进数字空间中身体形象的更加多样化和包容性。
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引用次数: 0
Momentary Associations Between Emotional Responses to Social Media and Affect: Consistency Across Global Affect and Specific Emotional States 对社交媒体的情绪反应与情感之间的瞬间联系:全球情感和特定情绪状态的一致性
IF 2.1 Q2 PSYCHOLOGY Pub Date : 2024-08-22 DOI: 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. 

社交媒体(SM)在青少年中广泛使用,因此了解这一人群中社交媒体与情感之间的关系非常重要。然而,之前的研究主要使用的方法并没有捕捉到SM的动态和可变性质,也没有测量出整体影响和特定情绪影响的一致性。本研究考察了积极和消极SM经历与整体积极情感(PA)和消极情感(NA)的瞬间关系,以及PA和NA的特定情感状态。青少年(N = 62;从SM平台招募14-17岁的青少年,参与为期8周的生态瞬时评价研究。参与者每天报告三次PA和NA以及积极和消极的SM体验。采用随机截距和随机斜率模型,在控制了人与人之间的差异后,检验了瞬间积极和消极SM体验与情感之间的人际关系。当参与者报告比平常更积极的SM体验时,他们报告了更高的整体PA和更低的整体NA。当参与者报告的消极SM经历超过平均水平时,他们会赞同较低的整体PA和较高的整体NA。这些结果在同效价特定情感状态中是一致的。目前的研究强调了SM经历和情感之间的密切联系,强调了短期风险和保护的潜在途径。
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引用次数: 0
Overthinking over Screens: Girls Ruminate More After Negative Social Media Interactions with Peers Compared to In-Person Interactions 过度思考屏幕:与面对面的互动相比,女孩在与同伴进行消极的社交媒体互动后会沉思更多
IF 2.1 Q2 PSYCHOLOGY Pub Date : 2024-08-19 DOI: 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。
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引用次数: 0
The Role of Neural Sensitivity to Social Evaluation in Understanding “for Whom” Social Media Use May Impact Emotional Health During Adolescence 社会评价的神经敏感性在理解“为谁”使用社交媒体可能影响青少年情绪健康中的作用
IF 2.1 Q2 PSYCHOLOGY Pub Date : 2024-08-12 DOI: 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.

人们对社交媒体(SM)在当前青少年心理健康危机中的作用非常感兴趣。在这篇综述中,我们关注SM经历对“谁”的情绪健康影响最大的问题,认为社会评价的神经敏感性是一个潜在的脆弱性因素,使青少年更容易受到SM的影响。我们首先提出行为证据,表明对社会评价的敏感性调节了青少年SM使用与情绪健康之间的联系。接下来,我们展示了大脑的情感突出网络以预测情绪健康的方式对模拟的在线社会威胁做出反应。最后,我们展示了网络社会评价的神经敏感性调节同伴社会经历对情绪健康的影响的证据,这对社交媒体体验具有启示意义。最后,我们给出了对模型进行全面测试的建议。
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引用次数: 0
Let’s Talk About It in the Morning: How Circadian Rhythms Impact Information Sharing on Social Media 早上再说吧:昼夜节律如何影响社交媒体上的信息分享
IF 2.1 Q2 PSYCHOLOGY Pub Date : 2024-08-08 DOI: 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.

本研究探讨了昼夜节律在网络信息共享中的作用。我们从社交媒体平台X(以前的Twitter)上收集了416,914条帖子。我们在这些帖子中发现了集体积极和消极影响的日常模式,与之前对社交媒体和昼夜节律的研究一致。我们根据帖子创建的时间,为每个帖子创建了积极和消极影响的预测值。然后,我们使用每个帖子的这些预测值来估计该帖子被转发的可能性。我们控制了一系列可能的混杂因素,例如特定帖子中表达的实际积极和消极影响、创建该帖子的用户的现有关注者数量和以前的帖子数量,以及该帖子是否包含标签、提及和引用。研究结果支持了基于集体积极和消极影响的昼夜节律模式的帖子预测的积极和消极影响与帖子被分享的可能性之间的密切关系。我们进一步研究了季节变化,并设计了一个自然实验,在这个实验中,我们比较了时钟变化前后的积极和消极影响和信息共享模式,即“前进”和“后退”。研究结果表明,这些对社交媒体产生积极和消极影响的日常集体模式,至少在一定程度上受到荷尔蒙的影响,而不仅仅是集体的日常习惯。
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引用次数: 0
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