Most-cited articles · 2016

The 10 most-cited articles in Journal of Personality and Social Psychology, 2016

Ranked by OpenAlex citation count on 29 October 2026, out of 100 eligible articles Journal of Personality and Social Psychology published in 2016. Ranks are frozen; this page will not change. Number one, with 2,073 citations: The next Big Five Inventory (BFI-2): Developing and assessing a hierarchical model with 15 facets to enhance bandwidth, fidelity, and predictive power..

Cohort
100 articles
Listed
Top 10 (10.0%)
Open access
7 of 10
Snapshot
2026-10-29

The most-cited articles from this journal in 2016 cluster around personality measurement and the evaluation of personality constructs. The top paper, "The next Big Five Inventory (BFI-2)" by Soto and John, received 2,073 citations and concerns the development of a hierarchical model with 15 facets. Other highly cited works examine grit, including a meta-analytic synthesis and a genetically sensitive study of academic achievement, while additional papers address personality nuances, risk-taking propensity, and dehumanization.

Readers can use this list to see which topics attracted the most scholarly attention in the journal that year, with personality assessment, grit, and intergroup processes appearing prominently. The ranking reflects citation counts drawn from OpenAlex and covers 100 eligible articles, offering a neutral snapshot of influence rather than a judgment of quality.

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  1. 1
    top 1%

    The next Big Five Inventory (BFI-2): Developing and assessing a hierarchical model with 15 facets to enhance bandwidth, fidelity, and predictive power.

    Christopher J. Soto, Oliver P. John

    2,073 citationsOpen access (PUBLIC-DOMAIN)doi:10.1037/pspp0000096OpenAlex

    Show abstract

    (see record 2017-26058-001).In the article, all citations to McCrae and Costa (2008), except for the instance in which it appears in the first paragraph of the introduction, should instead appear as McCrae and Costa (2010). The complete citation should read as follows: McCrae, R. R., & Costa, P. T. (2010). NEO Inventories professional manual. Lutz, FL: Psychological Assessment Resources. The attribution to the BFI-2 items that appears in the Table 6 note should read as follows: BFI-2 items adapted from "Conceptualization, Development, and Initial Validation of the Big Five Inventory-2," by C. J. Soto and O. P. John, 2015, Paper presented at the biennial meeting of the Association for Research in Personality. Copyright 2015 by Oliver P. John and Christopher J. Soto. The complete citation in the References list should appear as follows: Soto, C. J., & John, O. P. (2015, June). Conceptualization, development, and initial validation of the Big Five Inventory-2. Paper presented at the biennial meeting of the Association for Research in Personality, St. Louis, MO. Available from…

  2. 2
    top 2%

    Much ado about grit: A meta-analytic synthesis of the grit literature.

    Marcus Credé, Michael C. Tynan, Peter D. Harms

    1,650 citationsdoi:10.1037/pspp0000102OpenAlex

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    Grit has been presented as a higher order personality trait that is highly predictive of both success and performance and distinct from other traits such as conscientiousness. This paper provides a meta-analytic review of the grit literature with a particular focus on the structure of grit and the relation between grit and performance, retention, conscientiousness, cognitive ability, and demographic variables. Our results based on 584 effect sizes from 88 independent samples representing 66,807 individuals indicate that the higher order structure of grit is not confirmed, that grit is only moderately correlated with performance and retention, and that grit is very strongly correlated with conscientiousness. We also find that the perseverance of effort facet has significantly stronger criterion validities than the consistency of interest facet and that perseverance of effort explains variance in academic performance even after controlling for conscientiousness. In aggregate our results suggest that interventions designed to enhance grit may only have weak effects on performance and…

  3. 3
    top 3%

    True grit and genetics: Predicting academic achievement from personality.

    Kaili Rimfeld, Yulia V. Kovas, Philip S. Dale, Robert J. Plomin

    459 citationsOpen access (OTHER-OA)doi:10.1037/pspp0000089OpenAlex

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    Grit-perseverance and passion for long-term goals-has been shown to be a significant predictor of academic success, even after controlling for other personality factors. Here, for the first time, we use a U.K.-representative sample and a genetically sensitive design to unpack the etiology of Grit and its prediction of academic achievement in comparison to well-established personality traits. For 4,642 16-year-olds (2,321 twin pairs), we used the Grit-S scale (perseverance of effort and consistency of interest), along with the Big Five personality traits, to predict grades on the General Certificate of Secondary Education (GCSE) exams, which are administered U.K.-wide at the end of compulsory education. Twin analyses of Grit perseverance yielded a heritability estimate of 37% (20% for consistency of interest) and no evidence for shared environmental influence. Personality, primarily conscientiousness, predicts about 6% of the variance in GCSE grades, but Grit adds little to this prediction. Moreover, multivariate twin analyses showed that roughly two-thirds of the GCSE prediction is…

  4. 4
    top 4%

    The pitfall of experimenting on the web: How unattended selective attrition leads to surprising (yet false) research conclusions.

    Haotian Zhou, Ayelet Fishbach B

    459 citationsdoi:10.1037/pspa0000056OpenAlex

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    The authors find that experimental studies using online samples (e.g., MTurk) often violate the assumption of random assignment, because participant attrition-quitting a study before completing it and getting paid-is not only prevalent, but also varies systemically across experimental conditions. Using standard social psychology paradigms (e.g., ego-depletion, construal level), they observed attrition rates ranging from 30% to 50% (Study 1). The authors show that failing to attend to attrition rates in online panels has grave consequences. By introducing experimental confounds, unattended attrition misled them to draw mind-boggling yet false conclusions: that recalling a few happy events is considerably more effortful than recalling many happy events, and that imagining applying eyeliner leads to weight loss (Study 2). In addition, attrition rate misled them to draw a logical yet false conclusion: that explaining one's view on gun rights decreases progun sentiment (Study 3). The authors offer a partial remedy (Study 4) and call for minimizing and reporting experimental attrition in…

  5. 5
    top 5%

    The dark side of the sublime: Distinguishing a threat-based variant of awe.

    Amie M. Gordon, Jennifer Ellen Stellar, Craig L. Anderson, Galen D. McNeil, Daniel Loew and 1 more

    392 citationsdoi:10.1037/pspp0000120OpenAlex

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    Theoretical conceptualizations of awe suggest this emotion can be more positive or negative depending on specific appraisal processes. However, the emergent scientific study of awe rarely emphasizes its negative side, classifying it instead as a positive emotion. In the present research we tested whether there is a more negative variant of awe that arises in response to vast, complex stimuli that are threatening (e.g., tornadoes, terrorist attack, wrathful god). We discovered people do experience this type of awe with regularity (Studies 1 & 4) and that it differs from other variants of awe in terms of its underlying appraisals, subjective experience, physiological correlates, and consequences for well-being. Specifically, threat-based awe experiences were appraised as lower in self-control and certainty and higher in situational control than other awe experiences, and were characterized by greater feelings of fear (Studies 2a & 2b). Threat-based awe was associated with physiological indicators of increased sympathetic autonomic arousal, whereas positive awe was associated with…

  6. 6
    top 6%

    They see us as less than human: Metadehumanization predicts intergroup conflict via reciprocal dehumanization.

    Nour Kteily, Gordon Hodson, Emile Bruneau

    376 citationsOpen accessdoi:10.1037/pspa0000044OpenAlex

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    Although the act of dehumanizing an outgroup is a pervasive and potent intergroup process that drives discrimination and conflict, no formal research has examined the consequences of being dehumanized by an outgroup-that is, "metadehumanization." Across 10 studies (N = 3,440) involving several real-world conflicts spanning 3 continents, we provide the first empirical evidence that metadehumanization (a) plays a central role in outgroup aggression that is (b) mediated by outgroup dehumanization, and (c) distinct from metaprejudice. Studies 1a and 1b demonstrate experimentally that Americans who learn that Arabs (Study 1a) or Muslims (Study 1b) blatantly dehumanize Americans are more likely to dehumanize that outgroup in return; by contrast, experimentally increasing outgroup dehumanization did not increase metadehumanization (Study 1c). Using correlational data, Study 2 documents indirect effects of metadehumanization on Americans' support for aggressive policies toward Arabs (e.g., torture) via Arab dehumanization. In the context of Hungarians and ethnic minority Roma, Study 3 shows…

  7. 7
    top 7%

    Personality traits below facets: The consensual validity, longitudinal stability, heritability, and utility of personality nuances.

    René Mõttus, Christian Kandler, Wiebke Bleidorn, Rainer Riemann, Robert R. McCrae

    367 citationsOpen access (OTHER-OA)doi:10.1037/pspp0000100OpenAlex

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    It has been argued that facets do not represent the bottom of the personality hierarchy-even more specific personality characteristics, nuances, could be useful for describing and understanding individuals and their differences. Combining 2 samples of German twins, we assessed the consensual validity (correlations across different observers), rank-order stability, and heritability of nuances. Personality nuances were operationalized as the 240 items of the Revised NEO Personality Inventory (NEO-PI-R). Their attributes were examined by analyzing item residuals, controlling for the variance of the facet the item had been assigned to and all other facets. Most nuances demonstrated significant (p < .0002) cross-method agreement and rank-order stability. A substantial proportion of them (48% in self-reports, 20% in informant ratings, and 50% in combined ratings) demonstrated a significant (p < .0002) component of additive genetic variance, whereas evidence for environmental influences shared by twins was modest. Applying a procedure to estimate stability and heritability of true scores…

  8. 8
    top 8%

    The ABC of stereotypes about groups: Agency/socioeconomic success, conservative–progressive beliefs, and communion.

    Alex Stefan Koch, Roland Imhoff, Ron Dotsch, Christian Unkelbach, Hans Alves

    309 citationsOpen access (OTHER-OA)doi:10.1037/pspa0000046OpenAlex

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    Previous research argued that stereotypes differ primarily on the 2 dimensions of warmth/communion and competence/agency. We identify an empirical gap in support for this notion. The theoretical model constrains stereotypes a priori to these 2 dimensions; without this constraint, participants might spontaneously employ other relevant dimensions. We fill this gap by complementing the existing theory-driven approaches with a data-driven approach that allows an estimation of the spontaneously employed dimensions of stereotyping. Seven studies (total N = 4,451) show that people organize social groups primarily based on their agency/socioeconomic success (A), and as a second dimension, based on their conservative-progressive beliefs (B). Communion (C) is not found as a dimension by its own, but rather as an emergent quality in the two-dimensional space of A and B, resulting in a 2D ABC model of stereotype content about social groups. (PsycINFO Database Record

  9. 9
    top 9%

    Moral expansiveness: Examining variability in the extension of the moral world.

    Charlie R. Crimston, Paul G. Bain, Matthew J. Hornsey, Brock B. Bastian

    306 citationsOpen access (OTHER-OA)doi:10.1037/pspp0000086OpenAlex

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    The nature of our moral judgments-and the extent to which we treat others with care-depend in part on the distinctions we make between entities deemed worthy or unworthy of moral consideration-our moral boundaries. Philosophers, historians, and social scientists have noted that people's moral boundaries have expanded over the last few centuries, but the notion of moral expansiveness has received limited empirical attention in psychology. This research explores variations in the size of individuals' moral boundaries using the psychological construct of moral expansiveness and introduces the Moral Expansiveness Scale (MES), designed to capture this variation. Across 6 studies, we established the reliability, convergent validity, and predictive validity of the MES. Moral expansiveness was related (but not reducible) to existing moral constructs (moral foundations, moral identity, "moral" universalism values), predictors of moral standing (moral patiency and warmth), and other constructs associated with concern for others (empathy, identification with humanity, connectedness to nature,…

  10. 10
    top 10%

    Stability and change in risk-taking propensity across the adult life span.

    Anika Karina Josef, David Richter, Gregory Russell Samanez-Larkin, Gert G. Wagner, Ralph Hertwig and 1 more

    305 citationsOpen access (OTHER-OA)doi:10.1037/pspp0000090OpenAlex

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    Can risk-taking propensity be thought of as a trait that captures individual differences across domains, measures, and time? Studying stability in risk-taking propensities across the life span can help to answer such questions by uncovering parallel, or divergent, trajectories across domains and measures. We contribute to this effort by using data from respondents aged 18 to 85 in the German Socio-Economic Panel Study (SOEP) and by examining (a) differential stability, (b) mean-level differences, and (c) individual-level changes in self-reported general (N = 44,076) and domain-specific (N = 11,903) risk-taking propensities across adulthood. In addition, we investigate (d) the correspondence between cross-sectional trajectories of self-report and behavioral measures of social (trust game; N = 646) and nonsocial (monetary gamble; N = 433) risk taking. The results suggest that risk-taking propensity can be understood as a trait with moderate stability. Results show reliable mean-level differences across the life span, with risk-taking propensities typically decreasing with age,…

How to read this list

The cohort is every article, review and book chapter OpenAlex attributes to Journal of Personality and Social Psychology with publication year 2016, 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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