Johnson et al., 2014
Measuring thirty facets of the Five Factor Model with a 120-item public domain inventory
Journal of Research in Personality. Tags: methodology, ipip120, facets.
DOI: 10.1016/j.jrp.2014.05.003Defaults
Research Basis
The citation corpus behind the reports.
This is the starter corpus used to constrain report generation. The goal is not to make the report sound academic; it is to prevent uncited personality claims from sneaking into a paid product.
Goldberg et al., 1992
The development of markers for the Big-Five factor structure
Psychological Assessment. Tags: methodology, big-five.
DOI: 10.1037/1040-3590.4.1.26Soto et al., 2017
The next Big Five Inventory (BFI-2)
Journal of Personality and Social Psychology. Tags: methodology, big-five, facets.
DOI: 10.1037/pspp0000096DeYoung et al., 2006
Higher-order factors of the Big Five
Journal of Personality and Social Psychology. Tags: interaction:openness-conscientiousness, plasticity, stability.
DOI: 10.1037/0022-3514.91.6.1138DeYoung et al., 2007
Between facets and domains: 10 aspects of the Big Five
Journal of Personality and Social Psychology. Tags: facets, aspects, big-five.
DOI: 10.1037/0022-3514.93.5.880Roberts et al., 2007
The power of personality
Perspectives on Psychological Science. Tags: outcomes, career, life-outcomes.
DOI: 10.1111/j.1745-6916.2007.00047.xOzer et al., 2006
Personality and the prediction of consequential outcomes
Annual Review of Psychology. Tags: outcomes, relationships, health.
DOI: 10.1146/annurev.psych.57.102904.190127Smillie et al., 2013
Extraversion and reward processing
Current Directions in Psychological Science. Tags: interaction:extraversion-neuroticism, extraversion, reward.
DOI: 10.1177/0963721412470133Carver et al., 1994
Behavioral inhibition, behavioral activation, and affective responses
Journal of Personality and Social Psychology. Tags: motivation, reward, stress.
DOI: 10.1037/0022-3514.67.2.319Gerlach et al., 2018
A robust data-driven approach identifies four personality types across four large data sets
Nature Human Behaviour. Tags: archetype, clusters.
DOI: 10.1038/s41562-018-0419-zSpecht et al., 2014
On the consistency of personality types across adulthood
Journal of Personality and Social Psychology. Tags: archetype, stability.
DOI: 10.1037/a0036863Roberts et al., 2006
Patterns of mean-level change in personality traits across the life course
Psychological Bulletin. Tags: change, stability.
DOI: 10.1037/0033-2909.132.1.1Hudson et al., 2014
Goals to change personality traits
Journal of Research in Personality. Tags: intervention, change.
DOI: 10.1016/j.jrp.2014.08.008Stieger et al., 2021
Changing personality traits with the help of a digital personality change intervention
Proceedings of the National Academy of Sciences. Tags: intervention, digital, change.
DOI: 10.1073/pnas.2017548118Major et al., 2006
Personality and approaches to learning in the workplace
Journal of Personality. Tags: learning, work.
DOI: 10.1111/j.1467-6494.2008.00518.xEileen K. Graham et al., 2020
Trajectories of Big Five Personality Traits: A Coordinated Analysis of 16 Longitudinal Samples
European Journal of Personality. Tags: big-five, longitudinal, personality-change.
DOI: 10.1002/per.2259Kate N. Warnock et al., 2024
A Meta-analysis of Attachment at Work
Journal of Business and Psychology. Tags: big-five, job-performance, meta-analysis, work.
DOI: 10.1007/s10869-024-09960-9Kai Hatano et al., 2023
Relationship between Personality Traits and Subjective Well-Being in Emerging Adulthood: Moderating Role of Independent and Interdependent Self-Construal
Journal of Youth and Adolescence. Tags: big-five, compatibility, relationships.
DOI: 10.1007/s10964-023-01918-zQutaiba Agbaria et al., 2021
Coping with Stress During the Coronavirus Outbreak: the Contribution of Big Five Personality Traits and Social Support
International Journal of Mental Health and Addiction. Tags: big-five, mental-health, neuroticism, stress.
DOI: 10.1007/s11469-021-00486-2Iftikhar Ahmed Khan et al., 2017
Urdu Translation: the Validation and Reliability of the 120-Item Big Five IPIP Personality Scale
Current Psychology. Tags: big-five, facets, ipip-neo, validity.
DOI: 10.1007/s12144-017-9706-5Maiken Due Nielsen et al., 2024
Beyond the Big Five factors: using facets and nuances for enhanced prediction in life outcomes
Current Psychology. Tags: big-five, facets, ipip-neo, validity.
DOI: 10.1007/s12144-024-05662-wWeixi Kang et al., 2024
Validation of an abbreviated Big Five personality inventory at large population scale: Psychometric structure and associations with common psychiatric and neurological disorders
Comprehensive Psychiatry. Tags: big-five, ipip, reliability, validity.
DOI: 10.1016/j.comppsych.2024.152514Beth A. Visser et al., 2025
Traits and mates: The role of personality in intimate relationships
Current Opinion in Psychology. Tags: big-five, compatibility, relationships.
DOI: 10.1016/j.copsyc.2025.102053Rebekka Weidmann et al., 2017
Big Five traits and relationship satisfaction: The mediating role of self-esteem
Journal of Research in Personality. Tags: big-five, compatibility, relationships.
DOI: 10.1016/j.jrp.2016.06.001Janina Larissa Bühler et al., 2021
Hard-working in general but lazy at home? Generalized Big Five traits and relationship-specific traits in romantic couples over time
Journal of Research in Personality. Tags: big-five, compatibility, relationships.
DOI: 10.1016/j.jrp.2021.104087Justin T. Banfi et al., 2022
A meta-analysis of trait mindfulness: Relationships with the big five personality traits, intelligence, and anxiety
Journal of Research in Personality. Tags: big-five, longitudinal, personality-change.
DOI: 10.1016/j.jrp.2022.104307Whitney R. Ringwald et al., 2024
Characterizing stress processes by linking big five personality states, traits, and day-to-day stressors
Journal of Research in Personality. Tags: big-five, mental-health, neuroticism, stress.
DOI: 10.1016/j.jrp.2024.104487J.A. Gómez-Fraguela et al., 2014
Development and initial validation of IPIP-NEO (120) for measurement of the big five
Personality and Individual Differences. Tags: big-five, facets, ipip-neo, validity.
DOI: 10.1016/j.paid.2013.07.227Marcos Cupani et al., 2016
The development of an alternative IPIP inventory measuring the Big-Five factor markers in an Argentine sample
Personality and Individual Differences. Tags: big-five, ipip, reliability, validity.
DOI: 10.1016/j.paid.2015.11.051Shuzhen Chen et al., 2025
Big Five personality traits and university students' academic performance: A meta-analysis
Personality and Individual Differences. Tags: big-five, longitudinal, personality-change.
DOI: 10.1016/j.paid.2025.113163Donald H. Kluemper et al., 2015
Acquaintance ratings of the Big Five personality traits: Incremental validity beyond and interactive effects with self-reports in the prediction of workplace deviance.
Journal of Applied Psychology. Tags: big-five, job-performance, meta-analysis, work.
DOI: 10.1037/a0037810Wiebke Bleidorn et al., 2022
Personality stability and change: A meta-analysis of longitudinal studies.
Psychological Bulletin. Tags: big-five, longitudinal, personality-change.
DOI: 10.1037/bul0000365William J. Chopik et al., 2026
Interrelations between daily stress processes and Big Five personality trait changes over 20 years.
Psychology and Aging. Tags: big-five, longitudinal, personality-change.
DOI: 10.1037/pag0000912Todd B. Kashdan et al., 2018
Personality strengths in romantic relationships: Measuring perceptions of benefits and costs and their impact on personal and relational well-being.
Psychological Assessment. Tags: big-five, compatibility, relationships.
DOI: 10.1037/pas0000464Walter P. Vispoel et al., 2026
A Comprehensive Multivariate Generalizability Theory-Based Analysis of Responses to the IPIP-NEO-120
Journal of Personality Assessment. Tags: big-five, ipip, reliability, validity.
DOI: 10.1080/00223891.2025.2606013Mortaza Zare et al., 2018
Voice, creativity, and big five personality traits: A meta-analysis
Human Performance. Tags: big-five, creativity, openness.
DOI: 10.1080/08959285.2018.1550782Thomas Rockstuhl et al., 2024
Stability and plasticity in personality: A meta‐analytic investigation of their influence on cultural intelligence and five forms of job performance
Applied Psychology. Tags: big-five, job-performance, meta-analysis, work.
DOI: 10.1111/apps.12557Melchior Vella et al., 2024
The relationship between the Big Five personality traits and earnings: Evidence from a meta‐analysis
Bulletin of Economic Research. Tags: big-five, creativity, openness.
DOI: 10.1111/boer.12437MURRAY R. BARRICK et al., 1991
THE BIG FIVE PERSONALITY DIMENSIONS AND JOB PERFORMANCE: A META‐ANALYSIS
Personnel Psychology. Tags: big-five, creativity, openness.
DOI: 10.1111/j.1744-6570.1991.tb00688.xROBERT R TETT et al., 1994
META‐ANALYSIS OF PERSONALITY‐JOB PERFORMANCE RELATIONS: A REPLY TO ONES, MOUNT, BARRICK, AND HUNTER (1994)
Personnel Psychology. Tags: big-five, job-performance, meta-analysis, work.
DOI: 10.1111/j.1744-6570.1994.tb02415.xMichael B. Harari et al., 2014
Does rater personality matter? A meta‐analysis of rater Big Five–performance rating relationships
Journal of Occupational and Organizational Psychology. Tags: big-five, job-performance, meta-analysis, work.
DOI: 10.1111/joop.12086Eric Clausell et al., 2009
Outness, Big Five personality traits, and same-sex relationship quality
Journal of Social and Personal Relationships. Tags: big-five, compatibility, relationships.
DOI: 10.1177/0265407509106711Joshua K Wood et al., 2021
A less evaluative measure of Big Five personality: Comparison of structure and criterion validity
European Journal of Personality. Tags: big-five, ipip, reliability, validity.
DOI: 10.1177/08902070211012920Peter Haehner et al., 2025
Life events and personality trait change: A coordinated data analysis
European Journal of Personality. Tags: big-five, longitudinal, personality-change.
DOI: 10.1177/08902070251356148Alexander Georg Stahlmann et al., 2025
Big Five personality traits and voting: A systematic review, meta-analysis, and mega-analysis
European Journal of Personality. Tags: big-five, longitudinal, personality-change.
DOI: 10.1177/08902070251383955Rui Ying Yew et al., 2023
Factors of relationship satisfaction for autistic and non-autistic partners in long-term relationships
Autism. Tags: big-five, compatibility, relationships.
DOI: 10.1177/13623613231160244Ruolian Fang et al., 2015
Integrating Personality and Social Networks: A Meta-Analysis of Personality, Network Position, and Work Outcomes in Organizations
Organization Science. Tags: big-five, job-performance, meta-analysis, work.
DOI: 10.1287/orsc.2015.0972Abdurosid Nur Ali et al., 2025
Quality test of IPIP-NEO personality instrument items for indonesian sample (Develop short version 90-items for indonesian sample)
Jurnal Psikologi. Tags: big-five, facets, ipip-neo, validity.
DOI: 10.14710/jp.24.2.208-220Georgia Bali et al., 2023
Validation of the Eating Habits Questionnaire in Greek adults
EMBnet.journal. Tags: big-five, ipip, reliability, validity.
DOI: 10.14806/ej.28.0.1029Unknown authors et al., 2025
Big Five Personality Traits and Resilience in Stress Coping: Exploring Interactive Mechanisms
Applied & Educational Psychology. Tags: big-five, mental-health, neuroticism, stress.
DOI: 10.23977/appep.2025.060125Danny Osborne et al., 2021
Personality and ideology: A meta-analysis of the reliable, but non-causal, association between Openness and conservatism
Unknown journal. Tags: big-five, creativity, openness.
DOI: 10.31234/osf.io/esrkuHaidong Zhu et al., 2025
The Relationship Between the Big Five Personality Model and Innovation Behavior: A Three-Level Meta-Analysis
Behavioral Sciences. Tags: big-five, longitudinal, personality-change.
DOI: 10.3390/bs15091143Josefa A. Antón-Ruiz et al., 2025
Risk Factors of Mental Health in University Students: A Predictive Model Based on Personality Traits, Coping Styles, and Sociodemographic Variables
Medicina. Tags: big-five, mental-health, neuroticism, stress.
DOI: 10.3390/medicina61091575AKSHAYA C et al., 2026
Relationship between Personality Traits and Romantic Relationship Satisfaction among Young Adults
International Journal For Multidisciplinary Research. Tags: big-five, compatibility, relationships.
DOI: 10.36948/ijfmr.2026.v08i01.66660Ronilo S. Dela Peña et al., 2026
Influence of Personality Traits and Coping Strategies on Mental Health Status among Gen Z Students
International Journal of Research and Innovation in Social Science. Tags: big-five, mental-health, neuroticism, stress.
DOI: 10.47772/ijriss.2026.100300258Yasuhiro Hashimoto et al., 2016
Development of a Japanese version of the International Personality Item Pool-Interpersonal Circumplex
The Japanese journal of psychology. Tags: big-five, ipip, reliability, validity.
DOI: 10.4992/jjpsy.87.15215Petri J. Kajonius et al., 2019
Assessing the structure of the Five Factor Model of Personality (IPIP-NEO-120) in the public domain
Europe’s Journal of Psychology. Tags: big-five, facets, ipip-neo, validity.
DOI: 10.5964/ejop.v15i2.1671Laura Bennett et al., 2025
Predicting Adolescent Creativity from Openness to Experience and Intrinsic Motivation
Journal of Adolescent and Youth Psychological Studies. Tags: big-five, creativity, openness.
DOI: 10.61838/kman.jayps.6.5.12Muh Madhani Rahmatullah et al., 2025
Big Five Personality Traits dan Kesehatan Mental Remaja di Era Media Sosial
RISOMA : Jurnal Riset Sosial Humaniora dan Pendidikan. Tags: big-five, mental-health, neuroticism, stress.
DOI: 10.62383/risoma.v3i4.832Joshua Oludare Ogunsemi et al., 2022
Psychometric Properties and Validation of Mini-International Personality Item Pool (Mini-IPIP) among Nigerian Population
Advances in Research. Tags: big-five, ipip, reliability, validity.
DOI: 10.9734/air/2022/v23i430342