Most-cited articles · 2020
The 10 most-cited articles in Psychological Bulletin, 2020
Ranked by OpenAlex citation count on 29 October 2026, out of 41 eligible articles Psychological Bulletin published in 2020. Ranks are frozen; this page will not change. Number one, with 855 citations: Predicting psychological and subjective well-being from personality: A meta-analysis..
- Cohort
- 41 articles
- Listed
- Top 10 (24.4%)
- Open access
- 7 of 10
- Snapshot
- 2026-10-29
The 2020 list is led by meta-analytic work on well-being and personality, with the top paper being "Predicting psychological and subjective well-being from personality: A meta-analysis" by Anglim, Horwood, Smillie and colleagues at 855 citations. Other prominent themes include self-regulation and developmental outcomes in childhood, and social cognition, particularly empathy and theory of mind. Several entries also address applied topics such as math anxiety and achievement, socioeconomic status and well-being, handedness, biological aging following early adversity, sexual orientation concealment and mental health, prosociality and well-being, and interventions for suicide and self-injury.
For a reader, the list offers a snapshot of the meta-analytic research that drew the most citations in Psychological Bulletin in 2020. It shows which questions attracted sustained attention, spanning personality, development, social cognition, education, health, and clinical intervention. The rankings reflect citation counts from OpenAlex among 41 eligible articles and should be read as a measure of scholarly attention rather than a judgment of quality or importance.
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- 1top 2.5%
Predicting psychological and subjective well-being from personality: A meta-analysis.
Jeromy Anglim, Sharon Horwood, Luke David Smillie, Rosario J. Marrero, Joshua K Wood
855 citationsOpen access (CC-BY)doi:10.1037/bul0000226OpenAlex
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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…
- 2top 4.9%
Self-regulation in childhood as a predictor of future outcomes: A meta-analytic review.
Davina A. Robson, Mark S. Allen, Steven James Howard
753 citationsdoi:10.1037/bul0000227OpenAlex
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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…
- 3top 7.4%
Toward a hierarchical model of social cognition: A neuroimaging meta-analysis and integrative review of empathy and theory of mind.
Matthias Schurz, Joaquim Raduà, Matthias G. Tholen, Lara Maliske, Daniel S. Margulies and 3 more
625 citationsOpen access (OTHER-OA)doi:10.1037/bul0000303OpenAlex
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Along with the increased interest in and volume of social cognition research, there has been higher awareness of a lack of agreement on the concepts and taxonomy used to study social processes. Two central concepts in the field, empathy and Theory of Mind (ToM), have been identified as overlapping umbrella terms for different processes of limited convergence. Here, we review and integrate evidence of brain activation, brain organization, and behavior into a coherent model of social-cognitive processes. We start with a meta-analytic clustering of neuroimaging data across different social-cognitive tasks. Results show that understanding others' mental states can be described by a multilevel model of hierarchical structure, similar to models in intelligence and personality research. A higher level describes more broad and abstract classes of functioning, whereas a lower one explains how functions are applied to concrete contexts given by particular stimulus and task formats. Specifically, the higher level of our model suggests 3 groups of neurocognitive processes: (a) predominantly…
- 4top 9.8%
A meta-analysis of the relation between math anxiety and math achievement.
Connie Barroso, Colleen M. Ganley, Amanda L. McGraw, Elyssa A. Geer, Sara Ann Hart and 1 more
609 citationsOpen access (OTHER-OA)doi:10.1037/bul0000307OpenAlex
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Meta-analyses from the 1990s have previously established a significant, small-to-moderate, and negative correlation between math achievement and math anxiety. Since these publications, research has continued to investigate this relation with more diverse samples and measures. Thus, the goal of the present meta-analysis was to provide an update of the math anxiety-math achievement relation and its moderators. Analyzing 747 effect sizes accumulated from research conducted between 1992 and 2018, we found a small-to-moderate, negative, and statistically significant correlation (r = -.28) between math anxiety and math achievement. The relation was significant for all moderator subgroups, with the exception of the relation between math anxiety and assessments measuring the approximate number system. Grade level, math ability level, adolescent/adult math anxiety scales, math topic of anxiety scale, and math assessments were significant moderators of this relation. There is also a tendency for published studies to report significantly stronger correlations than unpublished studies but,…
- 5top 12.2%
The association between objective and subjective socioeconomic status and subjective well-being: A meta-analytic review.
Jacinth J. X. Tan, Michael W. Kraus, Nichelle C. Carpenter, Nancy E. Adler
553 citationsOpen access (OTHER-OA)doi:10.1037/bul0000258OpenAlex
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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…
- 6top 14.7%
Human handedness: A meta-analysis.
Μαριέττα Παπαδάτου-Παστού, Eleni Ntolka, Judith Schmitz, Maryanne Martin, Marcus Robert Munafo and 2 more
536 citationsOpen access (CC-BY)doi:10.1037/bul0000229OpenAlex
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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…
- 7top 17.1%
Biological aging in childhood and adolescence following experiences of threat and deprivation: A systematic review and meta-analysis.
Natalie L. Colich, Maya L. Rosen, Eileen Williams, Katie A. McLaughlin
433 citationsOpen access (OTHER-OA)doi:10.1037/bul0000270OpenAlex
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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 46 studies (n=64,925) examining associations of ELA with pubertal timing and cellular aging (telomere length and DNA methylation age), systematically review 19 studies (n=2276) 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=-0.12) and cellular aging (d=-0.32). Moderator analysis revealed that ELA characterized by threat (d=-0.26), but not…
- 8top 19.6%
Sexual orientation concealment and mental health: A conceptual and meta-analytic review.
John E. Pachankis, Conor P. Mahon, Skyler D. Jackson, Benjamin K Fetzner, Richard Bränström
432 citationsOpen access (OTHER-OA)doi:10.1037/bul0000271OpenAlex
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= 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…
- 9top 22%
Rewards of kindness? A meta-analysis of the link between prosociality and well-being.
Bryant P. H. Hui, Jacky C. K. Ng, Erica Berzaghi, Lauren A. Cunningham-Amos, Aleksandr Kogan
375 citationsdoi:10.1037/bul0000298OpenAlex
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= 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.,…
- 10top 24.4%
Interventions for suicide and self-injury: A meta-analysis of randomized controlled trials across nearly 50 years of research.
Kathryn R. Fox, Xieyining Huang, Eleonora M. Guzmán, Kensie M. Funsch, Christine B. Cha and 2 more
351 citationsdoi:10.1037/bul0000305OpenAlex
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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…
How to read this list
The cohort is every article, review and book chapter OpenAlex attributes to Psychological Bulletin with publication year 2020, excluding retracted works and paratext such as editorials and errata. The top 10 by citation count are listed; the percentile is the rank divided by the cohort size. 10 of the 10 entries have an abstract in OpenAlex. Counts were read on 29 October 2026 and will not be updated on this page, so a quoted rank stays verifiable. Full rules on the methodology page.
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