Experiencing success in life has been a principal human endeavor for millennia. Despite broad interest in the subject, no consensual taxonomy exists for domains of life success. In response, we conceptualize and define life success as a multidimensional construct domain, and we then validate a provisional rational taxonomy of 14 life success categories. We subsequently use this taxonomy to quantitatively review and synthesize meta-analyses reporting relations of the Big Five personality traits to variables associated with life success. Altogether, we identify 111 meta-analyses reporting relations to 206 variables, representing N > 2.25 million participants from k > 3,300 studies. First, we examine the extent to which Big Five traits predict life success variables. Next, we distinguish the extent to which prediction is due to personality's elevation (profile level effects) or its configuration (profile pattern effects) using meta-analytic criterion profile analysis (Wiernik et al., 2021). Finding that configurations are vital, we then use clustering algorithms to synthesize similarities among personality configurations across variables and uncover 10 clusters that are hierarchically nested in three metaclusters: contentment (gratification, balance, deference), agentic engagement (accomplishment, high performance, citizenship, ingenuity, leadership), and self-transcendence (support, inclusion). We suggest that these 10 life success clusters represent archetypal life success goals and their associated personality profiles reflect archetypal means for realizing these diverse ends. In summary, we provide a theoretically integrative map of domains of life success. We conclude by discussing implications and future research directions, as well as contributions and limitations of our findings. (PsycInfo Database Record (c) 2025 APA, all rights reserved).
几千年来,体验生活中的成功一直是人类的主要追求。尽管人们对这一主题有着广泛的兴趣,但对于人生成功的各个领域却没有共识的分类。作为回应,我们将人生成功概念化并定义为一个多维结构域,然后我们验证了14个人生成功类别的临时理性分类。随后,我们使用这一分类定量回顾和综合元分析,报告五大人格特质与生活成功相关变量的关系。总的来说,我们确定了111个元分析,报告了与206个变量的关系,代表了来自k > 3,300项研究的N > 225万参与者。首先,我们检查了五大特征预测生活成功变量的程度。接下来,我们使用元分析标准概况分析(Wiernik et al., 2021)区分预测是由于人格提升(概况水平效应)还是其配置(概况模式效应)造成的程度。发现配置是至关重要的,然后我们使用聚类算法来综合变量之间人格配置的相似性,并发现10个集群,这些集群分层嵌套在三个元集群中:满足(满足,平衡,尊重),代理参与(成就,高性能,公民身份,独创性,领导力)和自我超越(支持,包容)。我们认为,这10个人生成功集群代表了原型人生成功目标,而它们相关的人格特征反映了实现这些不同目标的原型手段。总而言之,我们提供了一幅生活成功领域的理论整合图。最后讨论了本研究的启示和未来的研究方向,以及本研究的贡献和局限性。(PsycInfo Database Record (c) 2025 APA,版权所有)。
{"title":"Mapping domains of life success: Insights from meta-analytic criterion profile analysis.","authors":"Michael P Wilmot, Brenton M Wiernik, Deniz S Ones","doi":"10.1037/bul0000476","DOIUrl":"10.1037/bul0000476","url":null,"abstract":"<p><p>Experiencing success in life has been a principal human endeavor for millennia. Despite broad interest in the subject, no consensual taxonomy exists for domains of life success. In response, we conceptualize and define life success as a multidimensional construct domain, and we then validate a provisional rational taxonomy of 14 life success categories. We subsequently use this taxonomy to quantitatively review and synthesize meta-analyses reporting relations of the Big Five personality traits to variables associated with life success. Altogether, we identify 111 meta-analyses reporting relations to 206 variables, representing N > 2.25 million participants from k > 3,300 studies. First, we examine the extent to which Big Five traits predict life success variables. Next, we distinguish the extent to which prediction is due to personality's elevation (profile level effects) or its configuration (profile pattern effects) using meta-analytic criterion profile analysis (Wiernik et al., 2021). Finding that configurations are vital, we then use clustering algorithms to synthesize similarities among personality configurations across variables and uncover 10 clusters that are hierarchically nested in three metaclusters: contentment (gratification, balance, deference), agentic engagement (accomplishment, high performance, citizenship, ingenuity, leadership), and self-transcendence (support, inclusion). We suggest that these 10 life success clusters represent archetypal life success goals and their associated personality profiles reflect archetypal means for realizing these diverse ends. In summary, we provide a theoretically integrative map of domains of life success. We conclude by discussing implications and future research directions, as well as contributions and limitations of our findings. (PsycInfo Database Record (c) 2025 APA, all rights reserved).</p>","PeriodicalId":20854,"journal":{"name":"Psychological bulletin","volume":"151 6","pages":"767-818"},"PeriodicalIF":19.8,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144560961","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-06-01Epub Date: 2025-06-12DOI: 10.1037/bul0000480
Shanshan Bi, Marlies Maes, Gonneke W J M Stevens, Coriena de Heer, Jian-Bin Li, Yue Sun, Catrin Finkenauer
Trust in other people and institutions is associated with people's well-being across the lifespan. Yet, the strength of these associations varies considerably across studies, and it remains unclear which factors account for this variation. Moreover, some longitudinal studies indicate that trust not only predicts well-being but that subjective well-being also predicts levels of trust. This preregistered meta-analysis provides a comprehensive synthesis of this vast field of research, establishing both the direction and strength of the association between trust and subjective well-being. Based on 991 effect sizes, including a total of 2,518,769 participants, the results of the multilevel meta-analysis revealed a positive overall association between trust and subjective well-being (r = .21). The strength of this association varied depending on the type of trust and component of subjective well-being examined, the age of the participants, and the national-level generalized trust of the country in which the study took place. Despite these variations, the association between trust and subjective well-being was found across all sample and study characteristics examined, underlining the robustness of the association. In addition, results of the longitudinal meta-analyses showed that trust predicts subsequent well-being (k = 55) and that well-being predicts subsequent trust (k = 49). Together, these results suggest that trust and well-being mutually reinforce each other in a cyclical fashion. Since trust needs to be built, these findings underscore the importance of being genuinely trustworthy, whether as an individual or as an institution. (PsycInfo Database Record (c) 2025 APA, all rights reserved).
{"title":"Trust and subjective well-being across the lifespan: A multilevel meta-analysis of cross-sectional and longitudinal associations.","authors":"Shanshan Bi, Marlies Maes, Gonneke W J M Stevens, Coriena de Heer, Jian-Bin Li, Yue Sun, Catrin Finkenauer","doi":"10.1037/bul0000480","DOIUrl":"10.1037/bul0000480","url":null,"abstract":"<p><p>Trust in other people and institutions is associated with people's well-being across the lifespan. Yet, the strength of these associations varies considerably across studies, and it remains unclear which factors account for this variation. Moreover, some longitudinal studies indicate that trust not only predicts well-being but that subjective well-being also predicts levels of trust. This preregistered meta-analysis provides a comprehensive synthesis of this vast field of research, establishing both the direction and strength of the association between trust and subjective well-being. Based on 991 effect sizes, including a total of 2,518,769 participants, the results of the multilevel meta-analysis revealed a positive overall association between trust and subjective well-being (<i>r</i> = .21). The strength of this association varied depending on the type of trust and component of subjective well-being examined, the age of the participants, and the national-level generalized trust of the country in which the study took place. Despite these variations, the association between trust and subjective well-being was found across all sample and study characteristics examined, underlining the robustness of the association. In addition, results of the longitudinal meta-analyses showed that trust predicts subsequent well-being (<i>k</i> = 55) and that well-being predicts subsequent trust (<i>k</i> = 49). Together, these results suggest that trust and well-being mutually reinforce each other in a cyclical fashion. Since trust needs to be built, these findings underscore the importance of being genuinely trustworthy, whether as an individual or as an institution. (PsycInfo Database Record (c) 2025 APA, all rights reserved).</p>","PeriodicalId":20854,"journal":{"name":"Psychological bulletin","volume":" ","pages":"737-766"},"PeriodicalIF":19.8,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144286426","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Supplemental Material for Trust and Subjective Well-Being Across the Lifespan: A Multilevel Meta-Analysis of Cross-Sectional and Longitudinal Associations","authors":"","doi":"10.1037/bul0000480.supp","DOIUrl":"https://doi.org/10.1037/bul0000480.supp","url":null,"abstract":"","PeriodicalId":20854,"journal":{"name":"Psychological bulletin","volume":"46 1","pages":""},"PeriodicalIF":22.4,"publicationDate":"2025-05-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144229378","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Supplemental Material for Acoustic Exaggeration of Vowels in Infant-Directed Speech: A Multimethod Meta-Analytic Review","authors":"","doi":"10.1037/bul0000479.supp","DOIUrl":"https://doi.org/10.1037/bul0000479.supp","url":null,"abstract":"","PeriodicalId":20854,"journal":{"name":"Psychological bulletin","volume":"478 1","pages":""},"PeriodicalIF":22.4,"publicationDate":"2025-05-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144229351","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Supplemental Material for Procedural Skill Retention and Decay: A Meta-Analytic Review","authors":"","doi":"10.1037/bul0000481.supp","DOIUrl":"https://doi.org/10.1037/bul0000481.supp","url":null,"abstract":"","PeriodicalId":20854,"journal":{"name":"Psychological bulletin","volume":"13 1","pages":""},"PeriodicalIF":22.4,"publicationDate":"2025-05-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144229354","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Supplemental Material for Handedness in Mental and Neurodevelopmental Disorders: A Systematic Review and Second-Order Meta-Analysis","authors":"","doi":"10.1037/bul0000471.supp","DOIUrl":"https://doi.org/10.1037/bul0000471.supp","url":null,"abstract":"","PeriodicalId":20854,"journal":{"name":"Psychological bulletin","volume":"42 1","pages":""},"PeriodicalIF":22.4,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144229356","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Xin Qin, Xiang Zhou, Chen Chen, Dongyuan Wu, Hansen Zhou, Xiaowei Dong, Limei Cao, Jackson G Lu
Artificial intelligence (AI) is transforming human life. While some studies find that people prefer humans over AI (AI aversion), others find the opposite (AI appreciation). To reconcile these conflicting findings, we introduce the Capability-Personalization Framework. This theoretical framework posits that when deciding between AI and humans in a context, individuals focus on two dimensions: (a) perceived capability of AI and (b) perceived necessity for personalization. We propose that AI appreciation occurs when (a) AI is perceived as more capable than humans and (b) personalization is perceived as unnecessary in a given decision context, whereas AI aversion occurs when these conditions are not met. Our Capability-Personalization Framework is substantiated by a meta-analysis of 442 effect sizes from 163 studies (N = 82,078): AI appreciation occurs (d = 0.27, 95% CI [0.17, 0.37]) when AI is perceived as more capable than humans and personalization is perceived as unnecessary in a given decision context; otherwise, AI aversion occurs (d = -0.50, 95% CI [-0.63, -0.37]). Moderation analyses suggest that AI appreciation is more pronounced for tangible robots (vs. intangible algorithms), for attitudinal (vs. behavioral) outcomes, in between-subjects (vs. within-subjects) study designs, and in low unemployment countries, while AI aversion is more pronounced in countries with high levels of education and internet use. Overall, our integrative framework and meta-analysis advance knowledge about AI-human preferences and offer valuable implications for AI developers and users. (PsycInfo Database Record (c) 2025 APA, all rights reserved).
人工智能(AI)正在改变人类的生活。虽然一些研究发现人们更喜欢人类而不是人工智能(厌恶人工智能),但另一些研究发现相反(欣赏人工智能)。为了调和这些相互矛盾的发现,我们引入了能力-个性化框架。该理论框架认为,当在特定环境中选择人工智能和人类时,个体关注两个维度:(a)人工智能的感知能力和(b)个性化的感知必要性。我们提出,当(a)人工智能被认为比人类更有能力,(b)在给定的决策环境中,个性化被认为是不必要的,就会出现对人工智能的欣赏,而当这些条件不满足时,就会出现对人工智能的厌恶。我们的能力-个性化框架通过对163项研究(N = 82,078)的442个效应大小的荟萃分析得到证实:当人工智能被认为比人类更有能力,而在给定的决策环境中,个性化被认为是不必要的,人工智能就会被欣赏(d = 0.27, 95% CI [0.17, 0.37]);否则,就会出现AI厌恶(d = -0.50, 95% CI[-0.63, -0.37])。适度分析表明,在有形机器人(相对于无形算法)、态度(相对于行为)结果、主体之间(相对于主体内部)研究设计以及低失业率国家,对人工智能的赞赏更为明显,而在教育水平和互联网使用水平较高的国家,对人工智能的厌恶更为明显。总的来说,我们的综合框架和元分析促进了对人工智能-人类偏好的了解,并为人工智能开发者和用户提供了有价值的启示。(PsycInfo Database Record (c) 2025 APA,版权所有)。
{"title":"AI aversion or appreciation? A capability-personalization framework and a meta-analytic review.","authors":"Xin Qin, Xiang Zhou, Chen Chen, Dongyuan Wu, Hansen Zhou, Xiaowei Dong, Limei Cao, Jackson G Lu","doi":"10.1037/bul0000477","DOIUrl":"10.1037/bul0000477","url":null,"abstract":"<p><p>Artificial intelligence (AI) is transforming human life. While some studies find that people prefer humans over AI (AI aversion), others find the opposite (AI appreciation). To reconcile these conflicting findings, we introduce the Capability-Personalization Framework. This theoretical framework posits that when deciding between AI and humans in a context, individuals focus on two dimensions: (a) perceived capability of AI and (b) perceived necessity for personalization. We propose that AI appreciation occurs when (a) AI is perceived as more capable than humans and (b) personalization is perceived as unnecessary in a given decision context, whereas AI aversion occurs when these conditions are not met. Our Capability-Personalization Framework is substantiated by a meta-analysis of 442 effect sizes from 163 studies (N = 82,078): AI appreciation occurs (d = 0.27, 95% CI [0.17, 0.37]) when AI is perceived as more capable than humans and personalization is perceived as unnecessary in a given decision context; otherwise, AI aversion occurs (d = -0.50, 95% CI [-0.63, -0.37]). Moderation analyses suggest that AI appreciation is more pronounced for tangible robots (vs. intangible algorithms), for attitudinal (vs. behavioral) outcomes, in between-subjects (vs. within-subjects) study designs, and in low unemployment countries, while AI aversion is more pronounced in countries with high levels of education and internet use. Overall, our integrative framework and meta-analysis advance knowledge about AI-human preferences and offer valuable implications for AI developers and users. (PsycInfo Database Record (c) 2025 APA, all rights reserved).</p>","PeriodicalId":20854,"journal":{"name":"Psychological bulletin","volume":"151 5","pages":"580-599"},"PeriodicalIF":19.8,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144249295","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Supplemental Material for The Predictive Power of Autobiographical Memory in Shaping the Mental Health of Young People: An Individual Participant Data Meta-Analysis","authors":"","doi":"10.1037/bul0000474.supp","DOIUrl":"https://doi.org/10.1037/bul0000474.supp","url":null,"abstract":"","PeriodicalId":20854,"journal":{"name":"Psychological bulletin","volume":"39 1","pages":""},"PeriodicalIF":22.4,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144229348","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Supplemental Material for Ignored, Dismissed, and Minimized: Understanding the Harmful Consequences of Invalidation in Health Care—A Systematic Meta-Synthesis of Qualitative Research","authors":"","doi":"10.1037/bul0000473.supp","DOIUrl":"https://doi.org/10.1037/bul0000473.supp","url":null,"abstract":"","PeriodicalId":20854,"journal":{"name":"Psychological bulletin","volume":"21 1","pages":""},"PeriodicalIF":22.4,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144229352","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Roberta Pires Vasconcellos, Taren Sanders, Chris Lonsdale, Philip Parker, James Conigrave, Samantha Tang, Borja Del Pozo Cruz, Stuart J H Biddle, Rachael Taylor, Christine Innes-Hughes, Katariina Salmela-Aro, Diego Vasconcellos, Katrina Wilhite, Ella Tremaine, Bridget Booker, Michael Noetel
Electronic screens are everywhere and are easily accessible to children. Parents report fears that screens cause socioemotional problems. But most research has been cross-sectional, making it difficult to establish causality. We reviewed the longitudinal evidence to answer two fundamental questions: Does screen use lead to socioemotional problems, and do socioemotional problems lead children to use screens more often? A total of 132 longitudinal studies met the inclusion criteria and were included in the systematic review. From these, 117 studies (292,739 children; 2,284 effects) were meta-analyzed. Small significant associations were found in both directions: Screen use led to socioemotional problems, b = 0.06, 95% confidence interval (CI) [0.02, 0.11], p ≤ 0.05, n = 200,018, K = 117, and socioemotional problems led to greater screen use (b = 0.06, 95% CI [0.01, 0.12], p = .01, n = 200,018, K = 117). Moderation analyses showed stronger effects in both directions when screens were used for gaming than for other purposes: Socioemotional problems led to more gaming behavior (b = 0.44, 95% CI [0.29, 0.60], n = 80,809, K = 31), and playing games led to later socioemotional problems (b = 0.32, 95% CI [0.23, 0.42], n = 80,809, K = 31). The reciprocal relationship between socioemotional problems and screen use was moderated by children's age, total screen time at baseline, and type of socioemotional problem (i.e., externalizing and internalizing behavior). Compared with prior cross-sectional studies, our temporal evidence reinforces the benefits of screen time guidelines but suggests a change in focus. Instead of merely emphasizing the reduction of screen time, guidelines should prioritize improving the quality of screen content and enhancing social interactions during screen use. Additionally, screen time guidelines should discourage high levels of the most high-risk behaviors like gaming. (PsycInfo Database Record (c) 2025 APA, all rights reserved).
电子屏幕无处不在,儿童很容易接触到。家长们担心屏幕会导致社会情感问题。但大多数研究都是横向的,因此很难确定因果关系。我们回顾了纵向证据来回答两个基本问题:屏幕的使用是否会导致社会情绪问题,以及社会情绪问题是否会导致儿童更频繁地使用屏幕?共有132项纵向研究符合纳入标准并被纳入系统评价。从这些研究中,117项研究(292,739名儿童;2284个效应)进行meta分析。屏幕使用导致社会情绪问题,b = 0.06, 95%可信区间(CI) [0.02, 0.11], p≤0.05,n = 200,018, K = 117;社会情绪问题导致更多的屏幕使用(b = 0.06, 95% CI [0.01, 0.12], p = 0.01, n = 200,018, K = 117)。适度分析显示,当屏幕用于游戏时,两种方向的影响都更强:社交情绪问题导致更多游戏行为(b = 0.44, 95% CI [0.29, 0.60], n = 80,809, K = 31),玩游戏导致后来的社交情绪问题(b = 0.32, 95% CI [0.23, 0.42], n = 80,809, K = 31)。社会情绪问题与屏幕使用之间的相互关系受到儿童年龄、基线总屏幕时间和社会情绪问题类型(即外化和内化行为)的调节。与之前的横断面研究相比,我们的时间证据强调了屏幕时间指导的好处,但表明焦点发生了变化。指导方针不应仅仅强调减少屏幕时间,而应优先考虑提高屏幕内容的质量,并加强屏幕使用期间的社交互动。此外,屏幕时间指南应该阻止高水平的高风险行为,如游戏。(PsycInfo Database Record (c) 2025 APA,版权所有)。
{"title":"Electronic screen use and children's socioemotional problems: A systematic review and meta-analysis of longitudinal studies.","authors":"Roberta Pires Vasconcellos, Taren Sanders, Chris Lonsdale, Philip Parker, James Conigrave, Samantha Tang, Borja Del Pozo Cruz, Stuart J H Biddle, Rachael Taylor, Christine Innes-Hughes, Katariina Salmela-Aro, Diego Vasconcellos, Katrina Wilhite, Ella Tremaine, Bridget Booker, Michael Noetel","doi":"10.1037/bul0000468","DOIUrl":"10.1037/bul0000468","url":null,"abstract":"<p><p>Electronic screens are everywhere and are easily accessible to children. Parents report fears that screens cause socioemotional problems. But most research has been cross-sectional, making it difficult to establish causality. We reviewed the longitudinal evidence to answer two fundamental questions: Does screen use lead to socioemotional problems, and do socioemotional problems lead children to use screens more often? A total of 132 longitudinal studies met the inclusion criteria and were included in the systematic review. From these, 117 studies (292,739 children; 2,284 effects) were meta-analyzed. Small significant associations were found in both directions: Screen use led to socioemotional problems, b = 0.06, 95% confidence interval (CI) [0.02, 0.11], p ≤ 0.05, n = 200,018, K = 117, and socioemotional problems led to greater screen use (b = 0.06, 95% CI [0.01, 0.12], p = .01, n = 200,018, K = 117). Moderation analyses showed stronger effects in both directions when screens were used for gaming than for other purposes: Socioemotional problems led to more gaming behavior (b = 0.44, 95% CI [0.29, 0.60], n = 80,809, K = 31), and playing games led to later socioemotional problems (b = 0.32, 95% CI [0.23, 0.42], n = 80,809, K = 31). The reciprocal relationship between socioemotional problems and screen use was moderated by children's age, total screen time at baseline, and type of socioemotional problem (i.e., externalizing and internalizing behavior). Compared with prior cross-sectional studies, our temporal evidence reinforces the benefits of screen time guidelines but suggests a change in focus. Instead of merely emphasizing the reduction of screen time, guidelines should prioritize improving the quality of screen content and enhancing social interactions during screen use. Additionally, screen time guidelines should discourage high levels of the most high-risk behaviors like gaming. (PsycInfo Database Record (c) 2025 APA, all rights reserved).</p>","PeriodicalId":20854,"journal":{"name":"Psychological bulletin","volume":"151 5","pages":"513-543"},"PeriodicalIF":19.8,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144249297","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}