scispace - formally typeset
Search or ask a question

Showing papers in "Psychological Bulletin in 2020"


Journal ArticleDOI
TL;DR: A theoretical framework is presented that identifies 4 broad situational affordances across interdependent situations that can determine when, which, and how personality traits should be expressed in prosocial behavior and found that narrow and broad traits alike can account for Prosocial behavior, informing the bandwidth-fidelity problem.
Abstract: Decades of research document individual differences in prosocial behavior using controlled experiments that model social interactions in situations of interdependence. However, theoretical and empirical integration of the vast literature on the predictive validity of personality traits to account for these individual differences is missing. Here, we present a theoretical framework that identifies 4 broad situational affordances across interdependent situations (i.e., exploitation, reciprocity, temporal conflict, and dependence under uncertainty) and more specific subaffordances within certain types of interdependent situations (e.g., possibility to increase equality in outcomes) that can determine when, which, and how personality traits should be expressed in prosocial behavior. To test this framework, we meta-analyzed 770 studies reporting on 3,523 effects of 8 broad and 43 narrow personality traits on prosocial behavior in interdependent situations modeled in 6 commonly studied economic games (Dictator Game, Ultimatum Game, Trust Game, Prisoner's Dilemma, Public Goods Game, and Commons Dilemma). Overall, meta-analytic correlations ranged between -.18 ≤ ρ ≤ .26, and most traits yielding a significant relation to prosocial behavior had conceptual links to the affordances provided in interdependent situations, most prominently the possibility for exploitation. Moreover, for several traits, correlations within games followed the predicted pattern derived from a theoretical analysis of affordances. On the level of traits, we found that narrow and broad traits alike can account for prosocial behavior, informing the bandwidth-fidelity problem. In sum, the meta-analysis provides a theoretical foundation that can guide future research on prosocial behavior and advance our understanding of individual differences in human prosociality. (PsycINFO Database Record (c) 2019 APA, all rights reserved).

305 citations


Journal ArticleDOI
TL;DR: It is proposed that three mechanisms underlie the EI/academic performance link: regulating academic emotions, building social relationships at school, and (c) academic content overlap with EI.
Abstract: Schools and universities devote considerable time and resources to developing students' social and emotional skills, such as emotional intelligence (EI). The goals of such programs are partly for personal development but partly to increase academic performance. The current meta-analysis examines the degree to which student EI is associated with academic performance. We found an overall effect of ρ = .20 using robust variance estimation (N = 42,529, k = 1,246 from 158 citations). The association is significantly stronger for ability EI (ρ = .24, k = 50) compared with self-rated (ρ = .12, k = 33) or mixed EI (ρ = .19, k = 90). Ability, self-rated, and mixed EI explained an additional 1.7%, 0.7%, and 2.3% of the variance, respectively, after controlling for intelligence and big five personality. Understanding and management branches of ability EI explained an additional 3.9% and 3.6%, respectively. Relative importance analysis suggests that EI is the third most important predictor for all three streams, after intelligence and conscientiousness. Moderators of the effect differed across the three EI streams. Ability EI was a stronger predictor of performance in humanities than science. Self-rated EI was a stronger predictor of grades than standardized test scores. We propose that three mechanisms underlie the EI/academic performance link: (a) regulating academic emotions, (b) building social relationships at school, and (c) academic content overlap with EI. Different streams of EI may affect performance through different mechanisms. We note some limitations, including the lack of evidence for a causal direction. (PsycINFO Database Record (c) 2020 APA, all rights reserved).

273 citations


Journal ArticleDOI
TL;DR: This study presents a meta-analysis of the correlations of Big Five and HEXACO personality domains with the dimensions of SWB and PWB, and provides the first robust synthesis of facet-level correlations and incremental prediction by facets over domains in relation to SWBand PWB.
Abstract: This study reports the most comprehensive assessment to date of the relations that the domains and facets of Big Five and HEXACO personality have with self-reported subjective well-being (SWB: life satisfaction, positive affect, and negative affect) and psychological well-being (PWB: positive relations, autonomy, environmental mastery, purpose in life, self-acceptance, and personal growth). It presents a meta-analysis (n = 334,567, k = 462) of the correlations of Big Five and HEXACO personality domains with the dimensions of SWB and PWB. It provides the first meta-analysis of personality and well-being to examine (a) HEXACO personality, (b) PWB dimensions, and (c) a broad range of established Big Five measures. It also provides the first robust synthesis of facet-level correlations and incremental prediction by facets over domains in relation to SWB and PWB using 4 large data sets comprising data from prominent, long-form hierarchical personality frameworks: NEO PI-R (n = 1,673), IPIP-NEO (n = 903), HEXACO PI-R (n = 465), and Big Five Aspect Scales (n = 706). Meta-analytic results highlighted the importance of Big Five neuroticism, extraversion, and conscientiousness. The pattern of correlations between Big Five personality and SWB was similar across personality measures (e.g., BFI, NEO, IPIP, BFAS, Adjectives). In the HEXACO model, extraversion was the strongest well-being correlate. Facet-level analyses provided a richer description of the relationship between personality and well-being, and clarified differences between the two trait frameworks. Prediction by facets was typically around 20% better than domains, and this incremental prediction was larger for some well-being dimensions than others. (PsycINFO Database Record (c) 2020 APA, all rights reserved).

261 citations


Journal ArticleDOI
TL;DR: This comprehensive systematic review and meta-analysis of group design studies of nonpharmacological early interventions designed for young children with autism spectrum disorder (ASD) found that when study quality indicators were not taken into account, significant positive effects were found for behavioral, developmental, and NDBI intervention types.
Abstract: In this comprehensive systematic review and meta-analysis of group design studies of nonpharmacological early interventions designed for young children with autism spectrum disorder (ASD), we report summary effects across 7 early intervention types (behavioral, developmental, naturalistic developmental behavioral intervention [NDBI], TEACCH, sensory-based, animal-assisted, and technology-based), and 15 outcome categories indexing core and related ASD symptoms. A total of 1,615 effect sizes were gathered from 130 independent participant samples. A total of 6,240 participants, who ranged in age from 0-8 years, are represented across the studies. We synthesized effects within intervention and outcome type using a robust variance estimation approach to account for the nesting of effect sizes within studies. We also tracked study quality indicators, and report an additional set of summary effect sizes that restrict included studies to those meeting prespecified quality indicators. Finally, we conducted moderator analyses to evaluate whether summary effects across intervention types were larger for proximal as compared with distal effects, and for context-bound as compared to generalized effects. We found that when study quality indicators were not taken into account, significant positive effects were found for behavioral, developmental, and NDBI intervention types. When effect size estimation was limited to studies with randomized controlled trial (RCT) designs, evidence of positive summary effects existed only for developmental and NDBI intervention types. This was also the case when outcomes measured by parent report were excluded. Finally, when effect estimation was limited to RCT designs and to outcomes for which there was no risk of detection bias, no intervention types showed significant effects on any outcome. (PsycINFO Database Record (c) 2019 APA, all rights reserved).

231 citations


Journal ArticleDOI
TL;DR: Findings from this meta-analysis provide evidence that self-regulation in childhood can predict achievement, interpersonal behaviors, mental health, and healthy living in later life.
Abstract: This meta-analysis explores whether self-regulation in childhood relates to concurrent and subsequent levels of achievement, interpersonal behaviors, mental health, and healthy living. A comprehensive literature search identified 150 studies that met inclusion criteria (745 effect sizes; total n = 215,212). Data were analyzed using inverse-variance weighted random effects meta-analysis. Mean effect sizes from 55 meta-analyses provided evidence that self-regulation relates to 25 discrete outcomes. Results showed that self-regulation in preschool (∼age 4) was positively associated with social competency, school engagement, and academic performance, and negatively associated with internalizing problems, peer victimization, and externalizing problems, in early school years (∼age 8). Self-regulation in early school years was positively related to academic achievement (math and literacy), and negatively related to externalizing problems (aggressive and criminal behavior), depressive symptoms, obesity, cigarette smoking and illicit drug use, in later school years (∼age 13). Results also showed that self-regulation in early school years was negatively related to unemployment, aggressive and criminal behavior, depression and anxiety, obesity, cigarette smoking, alcohol and substance abuse, and symptoms of physical illness in adulthood (∼age 38). Random effects metaregression identified self-regulation measurement as the most important moderator of pooled mean effects, with task-based assessments and teacher-report assessments often showing stronger associations than parent-report assessments. Overall, findings from this meta-analysis provide evidence that self-regulation in childhood can predict achievement, interpersonal behaviors, mental health, and healthy living in later life. (PsycINFO Database Record (c) 2020 APA, all rights reserved).

217 citations


Journal ArticleDOI
TL;DR: Findings suggest specificity in the types of early environmental experiences associated with accelerated biological aging and highlight the importance of evaluating how accelerated aging contributes to health disparities and whether this process can be mitigated through early intervention.
Abstract: Life history theory argues that exposure to early life adversity (ELA) accelerates development, although existing evidence for this varies. We present a meta-analysis and systematic review testing the hypothesis that ELA involving threat (e.g., violence exposure) will be associated with accelerated biological aging across multiple metrics, whereas exposure to deprivation (e.g., neglect, institutional rearing) and low-socioeconomic status (SES) will not. We meta-analyze 54 studies (n = 116,010) examining associations of ELA with pubertal timing and cellular aging (telomere length and DNA methylation age), systematically review 25 studies (n = 3,253) examining ELA and neural markers of accelerated development (cortical thickness and amygdala-prefrontal cortex functional connectivity) and evaluate whether associations of ELA with biological aging vary according to the nature of adversity experienced. ELA overall was associated with accelerated pubertal timing (d = -0.10) and cellular aging (d = -0.21), but these associations varied by adversity type. Moderator analysis revealed that ELA characterized by threat was associated with accelerated pubertal development (d = -0.26) and accelerated cellular aging (d = -0.43), but deprivation and SES were unrelated to accelerated development. Systematic review revealed associations between ELA and accelerated cortical thinning, with threat-related ELA consistently associated with thinning in ventromedial prefrontal cortex, and deprivation and SES associated with thinning in frontoparietal, default, and visual networks. There was no consistent association of ELA with amygdala-PFC connectivity. These findings suggest specificity in the types of early environmental experiences associated with accelerated biological aging and highlight the importance of evaluating how accelerated aging contributes to health disparities and whether this process can be mitigated through early intervention. (PsycInfo Database Record (c) 2020 APA, all rights reserved).

185 citations


Journal ArticleDOI
TL;DR: It is argued that the same evolutionary mechanisms should apply across geographical regions to maintain the roughly 1:10 ratio, while cultural factors, such as pressure against left-hand use, moderate the magnitude of the prevalence of left-handedness.
Abstract: Across time and place, right hand preference has been the norm, but what is the precise prevalence of left- and right-handedness? Frequency of left-handedness has shaped and underpinned different fields of research, from cognitive neuroscience to human evolution, but reliable distributional estimates are still lacking. While hundreds of empirical studies have assessed handedness, a large-scale, comprehensive review of the prevalence of handedness and the factors that moderate it, is currently missing. Here, we report 5 meta-analyses on hand preference for different manual tasks and show that left-handedness prevalence lies between 9.3% (using the most stringent criterion of left-handedness) to 18.1% (using the most lenient criterion of nonright-handedness), with the best overall estimate being 10.6% (10.4% when excluding studies assessing elite athletes' handedness). Handedness variability depends on (a) study characteristics, namely year of publication and ways to measure and classify handedness, and (b) participant characteristics, namely sex and ancestry. Our analysis identifies the role of moderators that require taking into account in future studies on handedness and hemispheric asymmetries. We argue that the same evolutionary mechanisms should apply across geographical regions to maintain the roughly 1:10 ratio, while cultural factors, such as pressure against left-hand use, moderate the magnitude of the prevalence of left-handedness. Although handedness appears as a straightforward trait, there is no universal agreement on how to assess it. Therefore, we urge researchers to fully report study and participant characteristics as well as the detailed procedure by which handedness was assessed and make raw data publicly available. (PsycInfo Database Record (c) 2020 APA, all rights reserved).

183 citations


Journal ArticleDOI
TL;DR: Overall, results supported the use of music listening across a range of physical activities to promote more positive affective valence, enhance physical performance, reduce perceived exertion, and improve physiological efficiency.
Abstract: Regular physical activity has multifarious benefits for physical and mental health, and music has been found to exert positive effects on physical activity. Summative literature reviews and conceptual models have hypothesized potential benefits and salient mechanisms associated with music listening in exercise and sport contexts, although no large-scale objective summary of the literature has been conducted. A multilevel meta-analysis of 139 studies was used to quantify the effects of music listening in exercise and sport domains. In total, 598 effect sizes from four categories of potential benefits (i.e., psychological responses, physiological responses, psychophysical responses, and performance outcomes) were calculated based on 3,599 participants. Music was associated with significant beneficial effects on affective valence (g = 0.48, CI [0.39, 0.56]), physical performance (g = 0.31, CI [0.25, 0.36]), perceived exertion (g = 0.22, CI [0.14, 0.30]), and oxygen consumption (g = 0.15, CI [0.02, 0.27]). No significant benefit of music was found for heart rate (g = 0.07, CI [-0.03, 0.16]). Performance effects were moderated by study domain (exercise > sport) and music tempo (fast > slow-to-medium). Overall, results supported the use of music listening across a range of physical activities to promote more positive affective valence, enhance physical performance (i.e., ergogenic effect), reduce perceived exertion, and improve physiological efficiency. (PsycINFO Database Record (c) 2020 APA, all rights reserved).

139 citations


Journal ArticleDOI
TL;DR: This meta-analysis tested if the links between socioeconomic status (SES) and subjective well-being (SWB) differ by whether SES is assessed objectively or subjectively, and the objective SES and subjective SES measures were moderately associated.
Abstract: This meta-analysis tested if the links between socioeconomic status (SES) and subjective well-being (SWB) differ by whether SES is assessed objectively or subjectively. The associations between measures of objective SES (i.e., income and educational attainment), subjective SES (i.e., the MacArthur ladder SES and perceived SES), and SWB (i.e., happiness and life satisfaction) were synthesized across 357 studies, totaling 2,352,095 participants. Overall, the objective SES and subjective SES measures were moderately associated (r = .32). The subjective SES-SWB association (r = .22) was larger than the objective SES-SWB association (r = .16). The income-SWB association (r = .23) was comparable with the ladder SES-SWB association (r = .22) but larger than the perceived SES-SWB association (r = .196). The education-SWB association (r = .12) was smaller than the associations with both measures of subjective SES. The subjective SES-SWB association was partially explained by common method variance. The subjective SES-SWB association, particularly with the ladder SES measure, also mediated the objective SES-SWB association. In moderation analyses, the objective SES-SWB associations strengthened as samples increased in wealth and population density. The subjective SES-SWB associations strengthened as samples increased in population density, decreased in income inequality, and decreased in relative social mobility. The role of common method variance, social comparisons, and other processes in explaining the SES-SWB links are discussed. (PsycInfo Database Record (c) 2020 APA, all rights reserved).

129 citations


Journal ArticleDOI
TL;DR: Small overall effects, heavy reliance on cross-sectional designs, relatively few effects for substance use problems, and the necessarily coarse classification of effect moderators in this meta-analysis suggest future needed methodological advances to further understand the mental health of this still-increasingly visible population of sexual minority individuals are needed.
Abstract: Identity concealment affects all sexual minority individuals, with potentially complex mental health implications. Concealing a sexual minority identity can simultaneously generate the stress of hiding, protect against the stress of discrimination, and keep one apart from sexual minority communities and their norms and supports. Not surprisingly, existing studies of the association between sexual orientation concealment and mental health problems show contradictory associations-from positive to negative to null. This meta-analysis attempts to resolve these contradictions. Across 193 studies (n = 92,236) we find a small positive association between sexual orientation concealment and internalizing mental health problems (i.e., depression, anxiety, distress, problematic eating; ESr = 0.126; 95% CI [0.102, 0.151]) and a small negative association between concealment and substance use problems (ESr = -0.061; 95% CI [-0.096, -0.026]). The association between concealment and internalizing mental health problems was larger for those studies that assessed concealment as lack of open behavior, those conducted recently, and those with younger samples; it was smaller in exclusively bisexual samples. Year of data collection, study location, and sample gender, education, and racial/ethnic composition did not explain between-study heterogeneity. Results extend existing theories of stigma and sexual minority mental health, suggesting potentially distinct stress processes for internalizing problems versus substance use problems, life course fluctuations in the experience of concealment, distinct experiences of concealment for bisexual individuals, and measurement recommendations for future studies. Small overall effects, heavy reliance on cross-sectional designs, relatively few effects for substance use problems, and the necessarily coarse classification of effect moderators in this meta-analysis suggest future needed methodological advances to further understand the mental health of this still-increasingly visible population. (PsycInfo Database Record (c) 2020 APA, all rights reserved).

119 citations


Journal ArticleDOI
TL;DR: Overall, the present meta-analysis provides substantial support for the notion that TMR can influence memory storage during NREM sleep, and that this method can be useful for understanding neurocognitive mechanisms of memory consolidation.
Abstract: Targeted memory reactivation (TMR) is a methodology employed to manipulate memory processing during sleep. TMR studies have great potential to advance understanding of sleep-based memory consolidation and corresponding neural mechanisms. Research making use of TMR has developed rapidly, with over 70 articles published in the last decade, yet no quantitative analysis exists to evaluate the overall effects. Here we present the first meta-analysis of sleep TMR, compiled from 91 experiments with 212 effect sizes (N = 2,004). Based on multilevel modeling, overall sleep TMR was highly effective (Hedges' g = 0.29, 95% CI [0.21, 0.38]), with a significant effect for two stages of non-rapid-eye-movement (NREM) sleep (Stage NREM 2: Hedges' g = 0.32, 95% CI [0.04, 0.60]; and slow-wave sleep: Hedges' g = 0.27, 95% CI [0.20, 0.35]). In contrast, TMR was not effective during REM sleep nor during wakefulness in the present analyses. Several analysis strategies were used to address the potential relevance of publication bias. Additional analyses showed that TMR improved memory across multiple domains, including declarative memory and skill acquisition. Given that TMR can reinforce many types of memory, it could be useful for various educational and clinical applications. Overall, the present meta-analysis provides substantial support for the notion that TMR can influence memory storage during NREM sleep, and that this method can be useful for understanding neurocognitive mechanisms of memory consolidation. (PsycINFO Database Record (c) 2020 APA, all rights reserved).

Journal ArticleDOI
TL;DR: A comprehensive review of the better-than-average-effect (BTAE) and the first quantitative synthesis of the BTAE literature, including data from 124 published articles, 291 independent samples, and more than 950,000 participants are presented.
Abstract: The better-than-average-effect (BTAE) is the tendency for people to perceive their abilities, attributes, and personality traits as superior compared with their average peer. This article offers a comprehensive review of the BTAE and the first quantitative synthesis of the BTAE literature. We define the effect, differentiate it from related phenomena, and describe relevant methodological approaches, theories, and psychological mechanisms. Next, we present a comprehensive meta-analysis of BTAE studies, including data from 124 published articles, 291 independent samples, and more than 950,000 participants. Results indicated that the BTAE is robust across studies (dz = 0.78, 95% CI [0.71, 0.84]), with little evidence of publication bias. Further, moderation tests suggested that the BTAE is larger in the case of personality traits than abilities, positive as opposed to negative dimensions, and in studies that (a) use the direct rather than the indirect method, (b) involve many rather than few dimensions, (c) sample European Americans rather than East-Asians (especially for individualistic traits), and (d) counterbalance self and average peer judgments. Finally, the BTAE is moderately associated with self-esteem (r = .34) and life satisfaction (r = .33). Results from selection model analyses clarify areas of the BTAE literature in which publication bias may be of elevated concern. Discussion highlights theoretical and empirical implications. (PsycINFO Database Record (c) 2020 APA, all rights reserved).

Journal ArticleDOI
TL;DR: A meta-analysis was conducted to examine the strength of the prosociality to well-being link under different operationalizations, and how a set of theoretical, demographic, and methodological variables moderate the link.
Abstract: In recent decades, numerous studies have suggested a positive relationship between prosociality and well-being. What remains less clear are (a) what the magnitude of this relationship is, and (b) what the moderators that influence it are. To address these questions, we conducted a meta-analysis to examine the strength of the prosociality to well-being link under different operationalizations, and how a set of theoretical, demographic, and methodological variables moderate the link. While the results revealed a modest overall mean effect size (r = .13, K = 201, N = 198,213) between prosociality and well-being, this masked the substantial variability in the effect as a function of numerous moderators. In particular, the effect of prosociality on eudaimonic well-being was stronger than that on hedonic well-being. Prosociality was most strongly related to psychological functioning-showing a more modest relationship with psychological malfunctioning and physical health. Using prosociality scales was more strongly associated with well-being than using measures of volunteering/helping frequency or status. In addition, informal helping (vs. formal helping) was linked to more well-being benefits. Demographically, younger givers exhibited higher levels of well-being other than physical health, while older and retired givers reported better physical health only. Female givers showed stronger relationships between prosociality and eudaimonic well-being, psychological malfunctioning, and physical health. Methodologically, the magnitude of the link was stronger in studies using primary (vs. secondary) data and with higher methodological rigor (i.e., measurement reliability and validity). We discussed all of these results and implications and suggested directions for future research. (PsycInfo Database Record (c) 2020 APA, all rights reserved).

Journal ArticleDOI
TL;DR: The findings suggest that the authors may use language as a medium to communicate, represent, and retrieve mathematics knowledge as well as to facilitate working memory and reasoning during mathematics performance and learning.
Abstract: This study presents a meta-analysis of the relation between language and mathematics. A moderate relation between language and mathematics was found in 344 studies with 393 independent samples and more than 360,000 participants, r = .42, 95% CI [.40, .44]. Moderation and partial correlation analyses revealed the following: (a) more complicated language and mathematics skills were associated with stronger relations between language and mathematics; after partialing out working memory and intelligence, rapid automatized naming showed the strongest relation to numerical knowledge; (b) the relation between language and mathematics was stronger among native language speakers than among second-language learners, but this difference was not found after partialing out working memory and intelligence; (c) working memory and intelligence together explained over 50% of the variance in the relation between language and mathematics and explained more variance in such relations involving complex mathematics skills; (d) language and mathematics predicted the development of one another even after controlling for initial performance. These findings suggest that we may use language as a medium to communicate, represent, and retrieve mathematics knowledge as well as to facilitate working memory and reasoning during mathematics performance and learning. With development, the use of language to retrieve mathematics knowledge may be more important for foundational mathematics skills, which in turn further strengthens linguistic thought processes for performing more advanced mathematics tasks. Such use of language may boost the mutual effects of cognition and mathematics across development. (PsycInfo Database Record (c) 2020 APA, all rights reserved).

Journal ArticleDOI
TL;DR: A systematic review of 67 studies of critical consciousness in children and adolescents, published between 1998 and 2019 finds that critical consciousness was associated with a number of adaptive developmental outcomes, including career-related, civic, social-emotional, and academic outcomes.
Abstract: Critical consciousness refers to an individual's awareness of oppressive systemic forces in society, a sense of efficacy to work against oppression, and engagement in individual or collective action against oppression. In the past few decades, interest in critical consciousness as a resource that may promote thriving in marginalized people has grown tremendously. This article critically examines the results of a systematic review of 67 studies of critical consciousness in children and adolescents, published between 1998 and 2019. Across these studies, major themes included the role of socialization experiences, relationships, and context in the development of critical consciousness. In addition, critical consciousness was associated with a number of adaptive developmental outcomes, including career-related, civic, social-emotional, and academic outcomes-especially for marginalized youth. However, our analysis highlights several critical gaps in the literature. We highlight the need for further delineation of the impacts of parent and peer socialization on critical consciousness in specific developmental periods and for studying critical consciousness at multiple levels of the ecological system. We further note the dearth of rigorous experimental or quasi-experimental studies in the area of interventions to promote critical consciousness. In addition, we note that developmental questions-questions about the nature and function of critical consciousness over time-are largely unanswered in the literature, including questions about how critical consciousness manifests and develops during childhood. Leveraging the findings of our systematic review, we outline key next steps for this rapidly growing area of research. (PsycInfo Database Record (c) 2020 APA, all rights reserved).

Journal ArticleDOI
TL;DR: A meta-analysis of published randomized controlled trials that have attempted to reduce self-injurious thoughts and behaviors suggests that fundamental changes are needed to facilitate progress in SITB intervention efficacy.
Abstract: Self-injurious thoughts and behaviors (SITBs) are major public health concerns impacting a wide range of individuals and communities. Despite major efforts to develop and refine treatments to reduce SITBs, the efficacy of SITB interventions remains unclear. To provide a comprehensive summary of SITB treatment efficacy, we conducted a meta-analysis of published randomized controlled trials (RCTs) that have attempted to reduce SITBs. A total of 591 published articles from 1,125 unique RCTs with 3,458 effect sizes from the past 50 years were included. The random-effects meta-analysis yielded surprising findings: The overall intervention effects were small across all SITB outcomes; despite a near-exponential increase in the number of RCTs across five decades, intervention efficacy has not improved; all SITB interventions produced similarly small effects, and no intervention appeared significantly and consistently stronger than others; the overall small intervention effects were largely maintained at follow-up assessments; efficacy was similar across age groups, though effects were slightly weaker for child/adolescent populations and few studies focused on older adults; and major sample and study characteristics (e.g., control group type, treatment target, sample size, intervention length) did not consistently moderate treatment efficacy. This meta-analysis suggests that fundamental changes are needed to facilitate progress in SITB intervention efficacy. In particular, powerful interventions target the necessary causes of pathology, but little is known about SITB causes (vs. SITB correlates and risk factors). The field would accordingly benefit from the prioritization of research that aims to identify and target common necessary causes of SITBs. (PsycInfo Database Record (c) 2020 APA, all rights reserved).

Journal ArticleDOI
TL;DR: Crowdsourced testing of research hypotheses helps reveal the true consistency of empirical support for a scientific claim.
Abstract: To what extent are research results influenced by subjective decisions that scientists make as they design studies? Fifteen research teams independently designed studies to answer five original research questions related to moral judgments, negotiations, and implicit cognition. Participants from two separate large samples (total N > 15,000) were then randomly assigned to complete one version of each study. Effect sizes varied dramatically across different sets of materials designed to test the same hypothesis: materials from different teams rendered statistically significant effects in opposite directions for four out of five hypotheses, with the narrowest range in estimates being d = -0.37 to +0.26. Meta-analysis and a Bayesian perspective on the results revealed overall support for two hypotheses, and a lack of support for three hypotheses. Overall, practically none of the variability in effect sizes was attributable to the skill of the research team in designing materials, while considerable variability was attributable to the hypothesis being tested. In a forecasting survey, predictions of other scientists were significantly correlated with study results, both across and within hypotheses. Crowdsourced testing of research hypotheses helps reveal the true consistency of empirical support for a scientific claim.

Journal ArticleDOI
TL;DR: The results support the growing consensus that prevention and intervention programs aimed at children's mental health could benefit from an alternative or additional focus on the interparental relationship.
Abstract: The aim of the current meta-analysis was to aggregate concurrent and longitudinal empirical research on associations between the interparental relationship and both children's maladjustment (i.e., externalizing and internalizing symptoms) and children's responses to interparental conflict (i.e., emotional, behavioral, cognitive, and physiological). Based on major theoretical frameworks, we distinguished between six dimensions of the interparental relationship: relationship quality, conflict frequency, hostile, disengaged, and unconstructive forms of conflict, and child-related conflict. A final selection of 169 studies for child maladjustment and 61 studies for child responses to conflict were included. The findings revealed by the expansive and fine-grained approach of this meta-analysis support and challenge theoretical hypotheses about the relative predictive value of dimensions of the interparental relationship for children's functioning. Although hostility was specifically more strongly associated with children's externalizing behavior and emotional responses to conflict, disengaged and unconstructive conflict behavior posed similar risks for the other domains of child functioning. In addition, relationship quality, conflict frequency, and child-related conflict warrant more attention in theoretical frameworks, as these dimensions posed similar risks to child functioning as the different forms of conflict. Moreover, most associations between the interparental relationship and child functioning endured over time. Also, developmental and gender differences appeared to depend on the specific forms of interparental conflict and the domain of child functioning. In sum, the results support the growing consensus that prevention and intervention programs aimed at children's mental health could benefit from an alternative or additional focus on the interparental relationship. (PsycInfo Database Record (c) 2020 APA, all rights reserved).

Journal ArticleDOI
TL;DR: The results suggest that friendship experiences may be more closely linked with loneliness than depressive symptoms and that negative friendship quality may be related to friendship experiences more strongly than number of friends or positive friendship quality.
Abstract: Well-established psychological theories indicate that interpersonal relationships and emotional well-being are linked in fundamental ways (Coyne, 1976; Sullivan, 1953). Indeed, difficulties in close relationships can contribute to emotional adjustment problems, and emotional problems can adversely affect close relationships. Moreover, different close relationships are especially significant in terms of development and adjustment at different stages of the life span. The current review focuses on childhood and adolescence, developmental stages at which friendships are particularly important. This article presents the results of 16 meta-analyses including 589 unique effects from 233 studies that examine concurrent and longitudinal associations between youths' friendship experiences (number of friends, positive friendship quality, negative friendship quality) and their emotional adjustment (depressive symptoms and loneliness). Studies examining these associations are mixed in regard to whether significant effects emerge. The current research synthesis provides more stable estimates of the effects. In fact, relatively small but significant concurrent and longitudinal associations emerged between the 3 indices of friendship with depressive symptoms and loneliness. The results also suggest that friendship experiences may be more closely linked with loneliness than depressive symptoms and that negative friendship quality may be related to friendship experiences more strongly than number of friends or positive friendship quality. Interestingly, some of the relations were found to be stronger for younger youth. Implications for prevention and intervention efforts are discussed. (PsycInfo Database Record (c) 2020 APA, all rights reserved).

Journal ArticleDOI
TL;DR: Given the small mean effect size and small-study effects, this meta-analysis gives little support for a bilingual advantage on overall EF, and there might be bilingual advantages (or disadvantages) under conditions that this study is not able to identify through the analysis of 12 moderators.
Abstract: Bilingual people are often claimed to have an advantage over monolingual people in cognitive processing owing to their ability to learn and use two languages. This advantage is considered to be related to executive function (EF). However, no consensus exists as to whether this advantage is present in the population or under which conditions it prevails. The present meta-analysis examines the bilingual advantage in EF of children aged 18 years and under for different components of inhibition (hot; rewarding stimuli/cold; neutral stimuli), attention, switching, monitoring, working memory, and planning in 143 independent group comparisons comprising 583 EF effect sizes. The bilingual advantage in overall EF was significant, albeit marginal (g = 0.06), and there were indications of publication bias. A moderator analysis showed significant group differences on EF in favor of bilinguals for studies of children from middle-class socioeconomic backgrounds and studies from one specific lab. The EF components of cold inhibition, switching, and monitoring expressed significant bilingual advantages, but monitoring and cold inhibition were affected by publication bias. As for switching, this remained significant after controlling for publication bias. Thus, given the small mean effect size and small-study effects, this meta-analysis gives little support for a bilingual advantage on overall EF. Still, also after the moderator analysis, there was a large heterogeneity of true effects and a large amount of unexplained heterogeneity in the effect sizes. Thus, there might be bilingual advantages (or disadvantages) under conditions that this study is not able to identify through the analysis of 12 moderators. (PsycInfo Database Record (c) 2020 APA, all rights reserved).

Journal ArticleDOI
TL;DR: Results imply the need for extended job stress models and new job stress interventions that help employees cope with burnout symptoms and between-study heterogeneity was comparable with other psychological studies, whereas statistical power of primary studies was comparatively large.
Abstract: Results from longitudinal studies are ambiguous regarding the direction of effects between job stressors and burnout over time. We meta-analyzed possible reciprocal relations between job stressors and burnout in k = 48 longitudinal studies (N = 26,319), accounting for variation of time intervals in primary studies by using continuous time meta-analysis. Additionally, we analyzed whether country-level job resources (job control and job support; k = 31 European studies, N = 17,747) moderated the effect of job stressors on burnout (stressor-effect) and the effect of burnout on job stressors (strain-effect). Further, we analyzed the replicability of the primary studies by assessing between-study heterogeneity, publication bias, and statistical power. Reciprocal effects between job stressors and burnout exist. The stressor-effect is small, whereas the strain-effect is larger and moderated by job control and job support. Analyses of the different burnout symptoms (emotional) exhaustion and depersonalization/cynicism demonstrated that reciprocal relations between emotional exhaustion and job stressors exist, but depersonalization/cynicism is not directly related to job stressors. Between-study heterogeneity was comparable with other psychological studies, whereas statistical power of primary studies was comparatively large. Conclusions are limited because few primary studies used time intervals of less than 12 months, more than two measurement occasions, and objective measures of stressors. Overall, results imply the need for extended job stress models and new job stress interventions that help employees cope with burnout symptoms. (PsycInfo Database Record (c) 2020 APA, all rights reserved).

Journal ArticleDOI
TL;DR: A meta-analysis of 874 samples and 53,509 participants suggests that affect inductions are effective on average, but this effectiveness varies with the type of affect induction, the emotion being induced, and the gender of the participants.
Abstract: Affect inductions have become essential for testing theories of affect and for conducting experimental research on the effects of mood and emotion. The current review takes stock of the vast body of existing literature on affect induction procedures (AIPs; also referred to as mood inductions) to evaluate the effectiveness of affect inductions as research tools and to test theories of affect (e.g., the bipolarity hypothesis, negativity bias, positivity offset, and theories of emotionality and gender) using meta-analytic data. In doing so, we seek to address whether AIPs are effective for inducing affective states, what conditions maximize their effectiveness, for which emotions they are most effective, for whom they are most effective, and whether affect induction findings can provide insight into theories of affect. A meta-analysis of 874 samples and 53,509 participants suggests that affect inductions are effective on average (δ = 1.32), but this effectiveness varies with the type of affect induction, the emotion being induced, and the gender of the participants. Further, results indicate coupled activation where the induction of positive (negative) emotions leads to a corresponding reduction in negative (positive) emotions, which provides support for the bipolar continuum of positive and negative affect. Results also revealed a negativity bias in which individuals display stronger reactions to negative stimuli than positive stimuli. A practical guide in the choice of affect induction procedures for researchers is presented and implications for emotion theory are discussed. (PsycINFO Database Record (c) 2020 APA, all rights reserved).

Journal ArticleDOI
TL;DR: A meta-analysis of this extensive literature across three broad domains: personality, academic attitudes, and historical information including demographic and prior accomplishments finds several relationships stand out.
Abstract: Over a century of research has focused on the relationship between student characteristics and academic dishonesty. Here we conduct a meta-analysis of this extensive literature across three broad domains: personality, academic attitudes, and historical information including demographic and prior accomplishments. After analyzing correlations from over 27,000 participants across 75 samples, several relationships stand out. Although measures of conscientiousness (ρ¯ = -.25) and agreeableness (ρ¯ = -.13) from the popular five-factor model demonstrate important relationships with dishonesty, equal or greater effects were found for specific personality scales including impulsivity (ρ¯ = .39) and psychopathy (ρ¯ = .40). Both morality (ρ¯ = -.24) and academic self-efficacy (ρ¯ = -.28) were related to less dishonest behavior but demonstrated substantially smaller effects than measures of neutralization (ρ¯ = .43), a tendency to justify and deflect immoral behavior as reasonable given the circumstances. Hypotheses were developed and results are framed by two competing models of academic dishonesty. (PsycInfo Database Record (c) 2020 APA, all rights reserved).

Journal ArticleDOI
TL;DR: The results appear to converge on a coherent picture of several pieces of information on the structure of "dark" and "bright" personality that were previously discussed in a piecemeal fashion.
Abstract: The present research is aimed at clarifying meta-analytically the relation of so-called Dark Triad (DT; i.e., narcissism, Machiavellianism, or psychopathy) traits to factor analytic models covering the basic personality space. Unlike recent meta-analyses that investigated such relations at the bivariate level, we used 2-stage structural equation modeling (TSSEM) meta-analysis to explore the full complexity of structural relations between DT traits and the five-factor model (FFM) and HEXACO dimensions, as well as the higher-order personality factors labeled Alpha (or stability) and Beta (or plasticity). Based on pooled matrices, covering k = 108 samples with a total N of 40,818, our findings point to the following major conclusions: (a) common elements among DT traits constitute a higher-order factor D that is not covered by Alpha and Beta; (b) no common general factor underlies all 3 higher-order traits; (c) at the dimension level of DT and the FFM, there are cross-loadings from D onto agreeableness and conscientiousness, as well as from Beta onto narcissism; (d) after adding HEXACO dimensions, the higher-order structure remains basically intact, but the low pole of HEXACO honesty-humility becomes an integral part of higher-order D; and (e) moderator analyses of different DT measures largely reveal structural equivalence of original measures of single DT traits with the Short Dark Triad, but less so with the Dirty Dozen DT measure. Overall, the results appear to converge on a coherent picture of several pieces of information on the structure of "dark" and "bright" personality that were previously discussed in a piecemeal fashion. (PsycInfo Database Record (c) 2020 APA, all rights reserved).

Journal ArticleDOI
TL;DR: Analysis of 64 studies comparing individuals with ASD and typical development showed greater difficulties in ASD compared with TD individuals in STM and episodic long-term memory, and the potential benefit of using verbal materials at encoding and broader forms of memory support at retrieval to enhance performance was acknowledged.
Abstract: To address inconsistencies in the literature on memory in autism spectrum disorder (ASD), we report the first ever meta-analysis of short-term memory (STM) and episodic long-term memory (LTM) in ASD, evaluating the effects of type of material, type of retrieval and the role of interitem relations. Analysis of 64 studies comparing individuals with ASD and typical development (TD) showed greater difficulties in ASD compared with TD individuals in STM (Hedges' g = -0.53, 95% CI [-0.90, -0.16], p = .005, I² = 96%) compared with LTM (g = -0.30, 95% CI [-0.42, -0.17], p < .00001, I² = 24%), a small difficulty in verbal LTM (g = -0.21, p = .01), contrasting with a medium difficulty for visual LTM (g = -0.41, p = .0002) in ASD compared with TD individuals. We also found a general diminution in free recall compared with cued recall and recognition (LTM, free recall: g = -0.38, p < .00001, cued recall: g = -0.08, p = .58, recognition: g = -0.15, p = .16; STM, free recall: g = -0.59, p = .004, recognition: g = -0.33, p = .07). We discuss these results in terms of their relation to semantic memory. The limited diminution in verbal LTM and preserved overall recognition and cued recall (supported retrieval) may result from a greater overlap of these tasks with semantic long-term representations which are overall preserved in ASD. By contrast, difficulties in STM or free recall may result from less overlap with the semantic system or may involve additional cognitive operations and executive demands. These findings highlight the need to support STM functioning in ASD and acknowledge the potential benefit of using verbal materials at encoding and broader forms of memory support at retrieval to enhance performance. (PsycInfo Database Record (c) 2020 APA, all rights reserved).

Journal ArticleDOI
TL;DR: The analysis of leadership selection revealed that women are more likely to be selected over men in times of crisis, and that this effect is larger in countries with higher gender inequality.
Abstract: Women and members of other underrepresented groups who break through the glass ceiling often find themselves in precarious leadership positions, a phenomenon that has been termed the glass cliff. The glass cliff has been investigated in a range of domains using various methodologies, but evidence is mixed. In 3 meta-analyses, we examined (a) archival field studies testing whether members of underrepresented groups, compared with members of majority groups, are more likely to be appointed to leadership positions in times of crisis; (b) experimental studies testing whether members of underrepresented groups, compared with members of majority groups, are evaluated as more suitable for, as well as (c) more likely to be selected for, leadership positions in times of crisis. All 3 analyses provided some evidence in line with the glass cliff for women. Specifically, the meta-analysis of archival studies revealed a small glass cliff effect that was dependent on organizational domain. The leadership suitability meta-analysis also showed a small glass cliff effect in between-participants studies, but not in within-participants studies. The analysis of leadership selection revealed that women are more likely to be selected over men in times of crisis, and that this effect is larger in countries with higher gender inequality. The glass cliff also extended to members of underrepresented racial and ethnic groups. We explore several moderating factors and report analyses shedding light on the underlying causes of the glass cliff. We discuss implications of our findings as well as open questions. (PsycInfo Database Record (c) 2020 APA, all rights reserved).

Journal ArticleDOI
TL;DR: It is argued that key brain regions implicated in false belief designs may methodologically be tied to mental conflict rather than to mental representation, and this provides a potential shift in perspective for psychological science, its neuroscientific bases, and related disciplines.
Abstract: The most dominant theory of human social cognition, the theory of mind hypothesis, emphasizes our ability to infer the mental states of others. After having represented the mental states of another person, however, we can also have an idea of how well our thinking aligns with theirs, and our sensitivity to this alignment may guide the flow of our social interactions. Here, we focus on the distinction between "mindreading" (inferring another's mental representation) and detecting the extent to which a represented mental state of another person is matching or mismatching with our own (mental conflict monitoring). We propose a reframing for mentalizing data of the past 40 years in terms of mental conflict monitoring rather than mental representation. Via a systematic review of 51 false belief neuroimaging studies, we argue that key brain regions implicated in false belief designs (namely, temporoparietal junction areas) may methodologically be tied to mental conflict rather than to mental representation. Patterns of false belief data suggests that autism may be tied to a subtle issue with monitoring mental conflict combined with intact mental representation, rather than to lacking mental representation abilities or "mindblindness" altogether. The consequences of this view for the larger social-cognitive domain are explored, including for perspective taking, moral judgments, and understanding irony and humor. This provides a potential shift in perspective for psychological science, its neuroscientific bases, and related disciplines: Throughout life, an adequate sensitivity to how others think differently (relational mentalizing) may be more fundamental to navigating the social world than inferring which thoughts others have (representational mentalizing). (PsycInfo Database Record (c) 2020 APA, all rights reserved).

Journal ArticleDOI
TL;DR: It is demonstrated that interest inventories possess considerable validity for predicting career choice, supporting their use in research, education, and work contexts by comparing interest category hit rates and employment rates within those categories.
Abstract: Vocational interests have a rich history throughout the last century of psychological research, playing an influential role in fields such as personality, development, education, counseling, and organizational psychology. Yet interest measures are typically developed with the goal of matching people to careers, and there has never been a quantitative review of interests and career choice. The present meta-analysis examines the validity of interest inventories for predicting educational choices and occupational membership. This analysis of predictive hit rates incorporates almost 100 years of research investigating the accuracy of interest inventories. Using a binomial-normal meta-analytic model, the present analysis found that measured interests attain an estimated overall hit rate of 50.8% for predicting career choice. Because of the vast amount of career choice possibilities, this effect size conveys a significant degree of predictive accuracy. We also tested several potential moderators to address historical debates surrounding interest measurement. In particular, accuracy was moderated by year of publication, interest inventory, type of interest inventory scale, type of career choice outcome, and hit rate calculation method. Finally, the present study reintroduces base rates into the evaluation of predictive accuracy. We demonstrate the importance of taking base rates into account by comparing interest category hit rates and employment rates within those categories. Overall, the results of this study demonstrate that interest inventories possess considerable validity for predicting career choice, supporting their use in research, education, and work contexts. (PsycInfo Database Record (c) 2020 APA, all rights reserved).

Journal ArticleDOI
TL;DR: In this paper, the authors apply meta-analytic techniques to synthesize several decades of research on prosocial modeling, and examine the extent to which prosocial modelling elicits helping behavior.
Abstract: Exposure to prosocial models is commonly used to foster prosocial behavior in various domains of society. The aim of the current article is to apply meta-analytic techniques to synthesize several decades of research on prosocial modeling, and to examine the extent to which prosocial modeling elicits helping behavior. We also identify the theoretical and methodological variables that moderate the prosocial modeling effect. Eighty-eight studies with 25,354 participants found a moderate effect (g = 0.45) of prosocial modeling in eliciting subsequent helping behavior. The prosocial modeling effect generalized across different types of helping behaviors, different targets in need of help, and was robust to experimenter bias. Nevertheless, there was cross-societal variation in the magnitude of the modeling effect, and the magnitude of the prosocial modeling effect was larger when participants were presented with an opportunity to help the model (vs. a third-party) after witnessing the model's generosity. The prosocial modeling effect was also larger for studies with higher percentage of female in the sample, when other people (vs. participants) benefitted from the model's prosocial behavior, and when the model was rewarded for helping (vs. was not). We discuss the publication bias in the prosocial modeling literature, limitations of our analyses and identify avenues for future research. We end with a discussion of the theoretical and practical implications of our findings. (PsycInfo Database Record (c) 2020 APA, all rights reserved).

Journal ArticleDOI
TL;DR: The findings show little evidence of widespread heterogeneity in direct replication studies in social and cognitive psychology, suggesting that minor changes in sample population and settings are unlikely to affect research outcomes in these fields of psychology.
Abstract: We examined the evidence for heterogeneity (of effect sizes) when only minor changes to sample population and settings were made between studies and explored the association between heterogeneity and average effect size in a sample of 68 meta-analyses from 13 preregistered multilab direct replication projects in social and cognitive psychology. Among the many examined effects, examples include the Stroop effect, the "verbal overshadowing" effect, and various priming effects such as "anchoring" effects. We found limited heterogeneity; 48/68 (71%) meta-analyses had nonsignificant heterogeneity, and most (49/68; 72%) were most likely to have zero to small heterogeneity. Power to detect small heterogeneity (as defined by Higgins, Thompson, Deeks, & Altman, 2003) was low for all projects (mean 43%), but good to excellent for medium and large heterogeneity. Our findings thus show little evidence of widespread heterogeneity in direct replication studies in social and cognitive psychology, suggesting that minor changes in sample population and settings are unlikely to affect research outcomes in these fields of psychology. We also found strong correlations between observed average effect sizes (standardized mean differences and log odds ratios) and heterogeneity in our sample. Our results suggest that heterogeneity and moderation of effects is unlikely for a 0 average true effect size, but increasingly likely for larger average true effect size. (PsycInfo Database Record (c) 2020 APA, all rights reserved).