Research Feed

This study developed an efficient AI system for predicting Big Five personality traits from long-form life narrative interviews (the kind of detailed life stories people tell about key events and relationships). Rather than relying on questionnaires, which can be biased, the model reads how people naturally describe their lives. It accurately detected trait-relevant language: Openness in creativity and adventure, Neuroticism in health struggles and regret, Agreeableness in warmth and mentorship, suggesting personality leaves consistent, readable fingerprints in the stories we tell about ourselves.

Using a cross-sectional sample of 3+ million participants across 68 countries, this study examined how age moderates gender differences in Big Five personality traits. Women scored higher than men on Neuroticism, Extraversion, Agreeableness, and Conscientiousness; men scored higher on Openness. The gender gap widened with age for all traits except Neuroticism, which narrowed. Cultural factors (particularly individualism, education, and later marriage ages) explained cross-national variation in these age-moderated gender differences.

Using NHATS data from 2,672 older adults, this longitudinal cohort study examined Big Five traits and social isolation risk over nine years. Higher extraversion and agreeableness predicted lower odds of baseline isolation, with extraversion remaining protective at three-year follow-up even after full adjustment. No trait significantly predicted isolation at six or nine years, suggesting personality's influence diminishes over longer time horizons.

A theoretical analysis argues the human Big Five personality model is inappropriate for describing great ape personality, as structural overlap between human and ape trait dimensions is below 50% for chimpanzees and as low as 25% for other great apes. The author proposes studying simpler, cross-species facets (like sociability, curiosity, and fearfulness) instead.

Among 127 creative adolescents and adults, hierarchical regression found that openness to experience and conscientiousness were the strongest Big Five predictors of creative self-beliefs, with openness showing the largest effect (β = 0.46). Extraversion also predicted creative self-beliefs once age was controlled. Self-compassion correlated positively with creative self-beliefs but lost predictive significance once personality traits (particularly neuroticism) were included, indicating substantial shared variance.

This study proposes a Character Model of Scientists (CMS) comprising four dimensions: personality traits, cognitive preferences, values, and habitual behaviors, each containing four elements drawn from a literature review of 24 studies. Big Five connections are explicit: scientists score higher in openness, with conscientiousness and agreeableness (cooperation) also represented. The model links to established Big Five theory, noting personality dimensions are harder to develop through training than values or behaviors.

Using a 2022 survey of 1,306 U.S. federal bureaucrats, this study examines how Big Five personality traits shape perceptions of agency politicization. Neuroticism is the standout finding: more neurotic employees are significantly more sensitive to formal politicization, perceiving greater appointee influence. Conscientiousness shows weaker, mixed effects; Openness, Extraversion, and Agreeableness show no consistent moderating role.

Among 121 Gen Z participants in Surabaya, emotional regulation negatively predicted impulsive buying (higher regulation, lower impulsivity), while social presence positively predicted it (more social influence, more impulsive purchases). Together, both variables significantly explained impulsive buying behavior. Findings suggest that strengthening emotional regulation and moderating social media exposure may reduce impulsive purchasing tendencies in this digitally native generation.

In 36-minute interactions among 240 strangers in three-person groups, higher extraversion significantly predicted greater perceived physical attractiveness, independently of speaking time. More talkative individuals were also rated as more attractive. Contrary to prior zero-acquaintance research, Duchenne smiling was non-significant. Findings suggest extraversion (and verbal behavior more broadly) shape attractiveness perceptions beyond physical appearance in live social contexts.

Using latent profile analysis across 3,600+ men from 103 countries, this study challenges the prototype of the extraverted, confrontational ally. "Well-Adjusted" men (high on all Big Five traits, low neuroticism) rated both committed and relationship-building allyship strategies as best-fitting. Character strengths (especially bravery, kindness, and social intelligence) explained additional variance beyond Big Five traits, suggesting allyship training should leverage diverse personalities and strengths.

Using PLS-SEM with 530 Chinese participants, this study models how Big Five traits shape adoption of AI-powered financial robo-advisors via perceived intelligence and anthropomorphism. Conscientiousness, extraversion, and agreeableness positively influenced both AI perceptions and adoption directly; neuroticism negatively affected perceptions, impacting adoption indirectly through anthropomorphism. Surprisingly, openness had no significant effect, suggesting financial decision-making contexts prioritize reliability over novelty-seeking tendencies.

This cross-sectional study of 291 Chinese dental students examined how Big Five traits relate to empathy, with resilience as a mediator. Extraversion, agreeableness, conscientiousness, and openness positively predicted empathic concern and perspective-taking, while neuroticism was associated with personal distress. Resilience fully mediated links between empathy and agreeableness, conscientiousness, and openness, and partially mediated its relationships with extraversion and neuroticism, suggesting resilience-building as a lever for empathy training.

A 2026 French longitudinal study (n=94, 10 weeks) tracked how exercise becomes more "second nature" (requiring less conscious effort and willpower) over time. More conscientious people developed automatic exercise habits faster; higher neuroticism made it harder to feel in control early on. Practically, building consistent routines matters more than choosing a specific activity type.

Using Big Five personality traits and Latent Profile Analysis, this study segments South Korean robotic café customers into two profiles: "Mindful Consumers" (higher neuroticism, lower openness) and "Future-Forward Consumers" (higher openness, extraversion, agreeableness). The latter reported stronger emotional engagement and word-of-mouth intentions, especially in fully automated settings. The study demonstrates how trait configurations can predict real-world consumer behavior and inform differentiated service design strategies.

This paper explores whether you can change an AI's "personality" by directly tweaking its internal math rather than just asking it nicely via prompts. Testing across 14 language models, the researchers found that injecting personality signals directly into the model's computations (targeting the Big Five traits) works better than prompting alone, and combining both methods works best. However, the traits don't behave quite the way human personality theory predicts they should.

This CHI 2026 paper tests whether Big Five (OCEAN) traits can be embedded in AI coding agents. Researchers created three profiles (a no-personality Baseline, a Cautious Guardian (thorough, risk-focused), and a Decision Builder (confident, exploratory)) and had 14 developers use all three on refactoring tasks. Personalities were reliably detectable without hurting task completion, but preferences diverged sharply, suggesting adaptive personality customization may outperform any single universal style.

This correlational study of 80 Filipino public school employees examined how Big Five traits relate to workplace relationship quality. Employees scored high on agreeableness, openness, conscientiousness, and extraversion, with moderate neuroticism. All four high-scoring traits positively and significantly correlated with communication, trust, job performance, and perceived leadership style. Neuroticism showed no significant relationship with any of these factors, suggesting it is a poor predictor of workplace relationship quality.

This 23-year longitudinal study of 306 Belgian participants found that low conscientiousness was the only Big Five trait serving as a necessary condition for problematic alcohol use across all developmental stages, from childhood through adulthood. High conscientiousness acted as a near-complete protective factor: individuals scoring above certain thresholds were virtually immune to developing problematic alcohol use regardless of other traits or life stage.

This opinion piece argues that personality traits function as compressed social information, allowing humans to efficiently evaluate cooperative partners. The Big Five personality framework is reframed not merely as a psychometric taxonomy, but as a cognitive shortcut that condenses complex behavioral observations into low-dimensional, easily communicable representations. The author highlights Agreeableness as especially central to cooperative partner selection, signaling reliability through both stable cost structures and heightened sensitivity to social norms.

This meta-analysis of over 65,000 participants confirms that Big Five traits significantly shape our nocturnal experiences. Neuroticism is the primary predictor of nightmare frequency and emotional distress, while Openness correlates with high dream recall, vividness, and lucid dreaming. Extraversion mainly influences the social sharing of dreams. These findings support 'continuity models,' suggesting that our waking affective vulnerabilities and cognitive styles directly extend into our dream lives.