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An interdisciplinary linked-lives approach to individual differences in social behaviour

Abstract

Individuals differ considerably in their social behaviour. Recently, various behavioural sciences have begun to acknowledge the systematic nature and high relevance of this individuality, but approaches from different disciplines are currently isolated from each other. We propose an integrative, interdisciplinary approach for a more comprehensive understanding of individuality in social behaviour, considering (1) features (‘What kinds of individual differences exist?’), (2) sources (‘How do these differences emerge within individuals’ social environments?’), and (3) outcomes (‘What are the consequences of these differences, and how can relevant outcomes be changed through tailored interventions?’). We highlight common insights across disciplines, key challenges stemming from discipline-specific approaches, and new potentials enabled through the interdisciplinary approach. By allowing comparative analyses across species, groups of individuals, and contexts, our approach promises to uncover the shared and unique nature of individuality in human social behaviour. We offer concrete recommendations to guide the implementation of the interdisciplinary approach.

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Fig. 1: Interdisciplinary working model.

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References

  1. Kaiser, M. I. et al. Individualisation and individualised science across disciplinary perspectives. Eur. J. Phil. Sci. 14, 41 (2024).

    Article  Google Scholar 

  2. Back, M. D. et al. Personality and social relationships: what do we know and where do we go. Pers. Sci. 4, 1–32 (2023).

    Google Scholar 

  3. Neyer, F. J., Mund, M., Zimmermann, J. & Wrzus, C. Personality–relationship transactions revisited. J. Pers. 82, 539–550 (2014).

    Article  PubMed  Google Scholar 

  4. Ozer, D. J. & Benet-Martínez, V. Personality and the prediction of consequential outcomes. Annu. Rev. Psychol. 57, 401–421 (2006).

    Article  PubMed  Google Scholar 

  5. Rinn, R. et al. Physical activity and social participation in older adults in a cross-over intervention trial. Z. Psychol. 231, 265–277 (2023).

    Google Scholar 

  6. Axelrod, R. The Evolution of Cooperation (Basic Books, 1984).

  7. Coleman, J. S. Foundations of Social Theory (Harvard Univ. Press, 1990).

  8. Olson, M. The Logic of Collective Action: Public Goods and the Theory of Groups, with a New Preface and Appendix (Harvard Univ. Press, 1965).

  9. Simpson, B. & Willer, R. Beyond altruism: sociological foundations of cooperation and prosocial behavior. Annu. Rev. Sociol. 41, 43–63 (2015).

    Article  Google Scholar 

  10. Breitmoser, Y. Cooperation, but no reciprocity: individual strategies in the repeated prisoner’s dilemma. Am. Econ. Rev. 105, 2882–2910 (2015).

    Article  Google Scholar 

  11. Cappelen, A. W., Konow, J., Sørensen, E. Ø. & Tungodden, B. Just luck: an experimental study of risk-taking and fairness. Am. Econ. Rev. 103, 1398–1413 (2013).

    Article  Google Scholar 

  12. van Veldhuizen, R. Gender differences in tournament choices: risk preferences, overconfidence, or competitiveness? J. Eur. Econ. Assoc. 20, 1595–1618 (2022).

    Article  Google Scholar 

  13. Bergmüller, R. & Taborsky, M. Animal personality due to social niche specialisation. Trends Ecol. Evol. 25, 504–511 (2010).

    Article  PubMed  Google Scholar 

  14. Gartland, L. A., Firth, J. A., Laskowski, K. L., Jeanson, R. & Ioannou, C. C. Sociability as a personality trait in animals: methods, causes and consequences. Biol. Rev. 97, 802–816 (2022).

    Article  PubMed  Google Scholar 

  15. MacGregor, H. E. A., Herbert-Read, J. E. & Ioannou, C. C. Information can explain the dynamics of group order in animal collective behaviour. Nat. Commun. 11, 2737 (2020).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  16. Martin, J. S., Jaeggi, A. V. & Koski, S. E. The social evolution of individual differences: future directions for a comparative science of personality in social behavior. Neurosci. Biobehav. Rev. 144, 104980 (2023).

    Article  PubMed  Google Scholar 

  17. Back, M. D. in The Handbook of Personality Dynamics and Processes (ed. Rauthmann, J. F.) 183–226 (Academic Press, 2021).

  18. Wilson, E. O. Sociobiology: The New Synthesis (Harvard Univ. Press, 2000).

  19. Bakan, D. The Duality of Human Existence: An Essay on Psychology and Religion (Rand McNally, 1966).

  20. Wilson, E. O. The Social Conquest of Earth (W. W. Norton, 2012).

  21. McAdams, D. P. The Art and Science of Personality Development (Guilford, 2015).

  22. Kandler, C. & Rauthmann, J. F. Conceptualizing and studying characteristics, units, and fits of persons and environments: a coherent synthesis. Eur. J. Pers. 36, 293–318 (2022).

    Article  Google Scholar 

  23. Wagner, J., Orth, U., Bleidorn, W., Hopwood, C. J. & Kandler, C. Toward an integrative model of sources of personality stability and change. Curr. Dir. Psychol. Sci. 29, 438–444 (2020).

    Article  Google Scholar 

  24. Trappes, R. et al. How individualized niches arise: defining mechanisms of niche construction, niche choice, and niche conformance. BioScience 72, 538–548 (2022).

    Article  PubMed  PubMed Central  Google Scholar 

  25. Kaiser, M. I., Gadau, J., Kaiser, S., Müller, C. & Richter, S. H. Individualized social niches in animals: theoretical clarifications and processes of niche change. BioScience 74, 146–158 (2024).

    Article  PubMed  PubMed Central  Google Scholar 

  26. Rauthmann, J. F. in The Handbook of Personality Dynamics and Processes (ed. Rauthmann, J. F.) 427–522 (Academic Press, 2021).

  27. Kuper, N. et al. Distinguishing four types of person × situation interactions: an integrative framework and empirical examination. J. Pers. Soc. Psychol. 126, 282–311 (2024).

    Article  PubMed  Google Scholar 

  28. Goldberg, L. R. An alternative ‘description of personality’: the big-five factor structure. J. Pers. Soc. Psychol. 59, 1216–1229 (1990).

    Article  CAS  PubMed  Google Scholar 

  29. Gosling, S. D. Personality in non-human animals. Soc. Pers. Psychol. Compass 2, 985–1001 (2008).

    Article  Google Scholar 

  30. Weiss, A. & King, J. E. Great ape origins of personality maturation and sex differences: a study of orangutans and chimpanzees. J. Pers. Soc. Psychol. 108, 648–664 (2015).

    Article  PubMed  Google Scholar 

  31. Koski, S. E. Broader horizons for animal personality research. Front. Ecol. Evol. 2, 70 (2014).

    Article  Google Scholar 

  32. Hogan, J. & Holland, B. Using theory to evaluate personality and job-performance relations: a socioanalytic perspective. J. Appl. Psychol. 88, 100–112 (2003).

    Article  PubMed  Google Scholar 

  33. Dawood, S., Dowgwillo, E. A., Wu, L. Z. & Pincus, A. L. in The SAGE Handbook of Personality and Individual Differences: The Science of Personality and Individual Differences (eds Zeigler-Hill, V. & Shackelford, T. K.) 171–202 (Sage, 2018).

  34. Wiggins, J. S. A psychological taxonomy of trait-descriptive terms: the interpersonal domain. J. Pers. Soc. Psychol. 37, 395–412 (1979).

    Article  Google Scholar 

  35. Leising, D. & Bleidorn, W. Which are the basic meaning dimensions of observable interpersonal behavior? Pers. Individ. Differ. 51, 986–990 (2011).

    Article  Google Scholar 

  36. Breil, S. M., Lievens, F., Forthmann, B. & Back, M. D. Interpersonal behavior in assessment center role-play exercises: investigating structure, consistency, and effectiveness. Pers. Psychol. 76, 759–795 (2023).

    Article  Google Scholar 

  37. Charness, G. & Villeval, M.-C. Cooperation and competition in intergenerational experiments in the field and the laboratory. Am. Econ. Rev. 99, 956–978 (2009).

    Article  Google Scholar 

  38. Savikhin, A. C. & Sheremeta, R. M. Simultaneous decision-making in competitive and cooperative environments. Econ. Inq. 51, 1311–1323 (2013).

    Article  Google Scholar 

  39. Moran, N. P. et al. Shifts between cooperation and antagonism driven by individual variation: a systematic synthesis review. Oikos 2022, e08201 (2022).

    Article  Google Scholar 

  40. Bergmüller, R., Schürch, R. & Hamilton, I. M. Evolutionary causes and consequences of consistent individual variation in cooperative behaviour. Phil. Trans. R. Soc. B 365, 2751–2764 (2010).

    Article  PubMed  PubMed Central  Google Scholar 

  41. Tibbetts, E. A., Pardo-Sanchez, J. & Weise, C. The establishment and maintenance of dominance hierarchies. Phil. Trans. R. Soc. B 377, 20200450 (2022).

    Article  PubMed  PubMed Central  Google Scholar 

  42. Castles, D. L., Whiten, A. & Aureli, F. Social anxiety, relationships and self-directed behaviour among wild female olive baboons. Anim. Behav. 58, 1207–1215 (1999).

    Article  CAS  PubMed  Google Scholar 

  43. Harcourt, J. L., Sweetman, G., Manica, A. & Johnstone, R. A. Pairs of fish resolve conflicts over coordinated movement by taking turns. Curr. Biol. 20, 156–160 (2010).

    Article  CAS  PubMed  Google Scholar 

  44. Pika, S., Wilkinson, R., Kendrick, K. H. & Vernes, S. C. Taking turns: bridging the gap between human and animal communication. Proc. R. Soc. B 285, 20180598 (2018).

    Article  PubMed  PubMed Central  Google Scholar 

  45. Handegard, N. O. et al. The dynamics of coordinated group hunting and collective information transfer among schooling prey. Curr. Biol. 22, 1213–1217 (2012).

    Article  CAS  PubMed  Google Scholar 

  46. Breil, S. M., Osterholz, S., Nestler, S. & Back, M. D. in The Oxford Handbook of Accurate Personality Judgment (eds Letzring, T. D. & Spain, J. S.) 195–218 (Oxford Univ. Press, 2021).

  47. Ligon, R. A. Defeated chameleons darken dynamically during dyadic disputes to decrease danger from dominants. Behav. Ecol. Sociobiol. 68, 1007–1017 (2014).

    Article  Google Scholar 

  48. Andreoni, J. & Miller, J. Giving according to GARP: an experimental test of the consistency of preferences for altruism. Econometrica 70, 737–753 (2002).

    Article  Google Scholar 

  49. Volker, B. Revisiting broken windows: the role of neighborhood and individual characteristics in reaction to disorder cues. Sociol. Sci. 4, 528–551 (2017).

    Article  Google Scholar 

  50. Kuper, N., Modersitzki, N., Phan, L. V. & Rauthmann, J. F. The dynamics, processes, mechanisms, and functioning of personality: an overview of the field. Br. J. Psychol. 112, 1–51 (2021).

    Article  PubMed  Google Scholar 

  51. Kroencke, L. et al. Narcissistic status pursuit in everyday social life: a within-person process approach to the behavioral and emotional dynamics of narcissism. J. Pers. Soc. Psychol. 125, 1519–1541 (2023).

    Article  PubMed  Google Scholar 

  52. Dingemanse, N. J., Kazem, A. J. N., Réale, D. & Wright, J. Behavioural reaction norms: animal personality meets individual plasticity. Trends Ecol. Evol. 25, 81–89 (2010).

    Article  PubMed  Google Scholar 

  53. Strickland, K., Mitchell, D. J., Delmé, C. & Frère, C. H. Repeatability and heritability of social reaction norms in a wild agamid lizard. Evolution 75, 1953–1965 (2021).

    Article  PubMed  Google Scholar 

  54. Fehr, E. & Gächter, S. Cooperation and punishment in public goods experiments. Am. Econ. Rev. 90, 980–994 (2000).

    Article  Google Scholar 

  55. Gross, J. & Vostroknutov, A. Why do people follow social norms? Curr. Opin. Psychol. 44, 1–6 (2022).

    Article  PubMed  Google Scholar 

  56. Zettler, I. et al. The role of personality in COVID-19-related perceptions, evaluations, and behaviors: findings across five samples, nine traits, and 17 criteria. Soc. Psychol. Pers. Sci. 13, 299–310 (2022).

    Article  Google Scholar 

  57. Fleeson, W. Toward a structure- and process-integrated view of personality: traits as density distributions of states. J. Pers. Soc. Psychol. 80, 1011–1027 (2001).

    Article  CAS  PubMed  Google Scholar 

  58. Westneat, D. F., Wright, J. & Dingemanse, N. J. The biology hidden inside residual within-individual phenotypic variation. Biol. Rev. 90, 729–743 (2015).

    Article  PubMed  Google Scholar 

  59. Geukes, K., Nestler, S., Hutteman, R., Küfner, A. C. P. & Back, M. D. Trait personality and state variability: predicting individual differences in within- and cross-context fluctuations in affect, self-evaluations, and behavior in everyday life. J. Res. Pers. 69, 124–138 (2017).

    Article  Google Scholar 

  60. Sosnowska, J., Kuppens, P., De Fruyt, F. & Hofmans, J. A dynamic systems approach to personality: the Personality Dynamics (PersDyn) model. Pers. Individ. Differ. 144, 11–18 (2019).

    Article  Google Scholar 

  61. Wilt, J. & Revelle, W. It’s about time: emphasizing temporal dynamics in dynamic personality regulation. J. Pers. 91, 1051–1063 (2023).

    Article  PubMed  Google Scholar 

  62. Mõttus, R., Kandler, C., Bleidorn, W., Riemann, R. & McCrae, R. R. Personality traits below facets: the consensual validity, longitudinal stability, heritability, and utility of personality nuances. J. Pers. Soc. Psychol. 112, 474–490 (2017).

    Article  PubMed  Google Scholar 

  63. Back, M. & Egloff, B. Yes we can! A plea for direct behavioral observation in personality research. Eur. J. Pers. 23, 403–405 (2009).

    Google Scholar 

  64. Gosling, S. D., John, O. P., Craik, K. H. & Robins, R. W. Do people know how they behave? Self-reported act frequencies compared with on-line codings by observers. J. Pers. Soc. Psychol. 74, 1337–1349 (1998).

    Article  CAS  PubMed  Google Scholar 

  65. Vazire, S. & Mehl, M. R. Knowing me, knowing you: the accuracy and unique predictive validity of self-ratings and other-ratings of daily behavior. J. Pers. Soc. Psychol. 95, 1202–1216 (2008).

    Article  PubMed  Google Scholar 

  66. Geukes, K. et al. Explaining the longitudinal interplay of personality and social relationships in the laboratory and in the field: the PILS and the CONNECT study. PLoS ONE 14, e0210424 (2019).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  67. Wrzus, C. & Mehl, M. R. Lab and/or field? Measuring personality processes and their social consequences. Eur. J. Pers. 29, 250–271 (2015).

    Article  Google Scholar 

  68. Grünberg, M., Mattern, J., Geukes, K., Küfner, A. C. P. & Back, M. D. in The Cambridge Handbook of Group Interaction Analysis (eds Brauner, E. et al.) 602–611 (Cambridge Univ. Press, 2018).

  69. Harari, G. M. & Gosling, S. D. Understanding behaviours in context using mobile sensing. Nat. Rev. Psychol. 2, 767–779 (2023).

    Article  Google Scholar 

  70. Réale, D., Reader, S. M., Sol, D., McDougall, P. T. & Dingemanse, N. J. Integrating animal temperament within ecology and evolution. Biol. Rev. Camb. Phil. Soc. 82, 291–318 (2007).

    Article  Google Scholar 

  71. Salazar, S. M. et al. Male aggressiveness and risk-taking during reproduction are repeatable but not correlated in a wild bird population. Behav. Ecol. Sociobiol. 75, 108 (2021).

    Article  Google Scholar 

  72. Kagel, J. H. & Roth, A. E. The Handbook of Experimental Economics Vol. 2 (Princeton Univ. Press, 2020).

  73. Levitt, S. D. & List, J. A. What do laboratory experiments measuring social preferences reveal about the real world? J. Econ. Perspect. 21, 153–174 (2007).

    Article  Google Scholar 

  74. Bierbach, D., Laskowski, K. L. & Wolf, M. Behavioural individuality in clonal fish arises despite near-identical rearing conditions. Nat. Commun. 8, 15361 (2017).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  75. Dingemanse, N. J. & Wolf, M. Between-individual differences in behavioural plasticity within populations: causes and consequences. Anim. Behav. 85, 1031–1039 (2013).

    Article  Google Scholar 

  76. Kandler, C., Zapko-Willmes, A., Richter, J. & Riemann, R. in The Handbook of Personality Dynamics and Processes (ed. Rauthmann, J. F.) 155–181 (Academic Press, 2021).

  77. Kandler, C. & Papendick, M. in Personality Development Across the Lifespan (ed. Specht, J.) 473–495 (Academic Press, 2017).

  78. Vukasović, T. & Bratko, D. Heritability of personality: a meta-analysis of behavior genetic studies. Psychol. Bull. 141, 769–785 (2015).

    Article  PubMed  Google Scholar 

  79. Briley, D. A. & Tucker-Drob, E. M. Genetic and environmental continuity in personality development: a meta-analysis. Psychol. Bull. 140, 1303–1331 (2014).

    Article  PubMed  PubMed Central  Google Scholar 

  80. Kandler, C. et al. How genetic and environmental variance in personality traits shift across the life span: evidence from a cross-national twin study. J. Pers. Soc. Psychol. 121, 1079–1094 (2021).

    Article  PubMed  Google Scholar 

  81. Laine, V. N. & van Oers, K. in Personality in Nonhuman Animals (eds Vonk, J. et al.) 55–72 (Springer International, 2017).

  82. Bleidorn, W. et al. Personality trait stability and change. Pers. Sci. 2, 1–20 (2021).

    Google Scholar 

  83. Kandler, C., Zapko-Willmes, A. & Rauthmann, J. F. Broad and narrow environmental and genetic sources of personality differences: an extended twin family study. J. Pers. 92, 55–72 (2024).

    Article  PubMed  Google Scholar 

  84. Emdin, C. A., Khera, A. V. & Kathiresan, S. Mendelian randomization. JAMA 318, 1925–1926 (2017).

    Article  PubMed  Google Scholar 

  85. Grosz, M. P. et al. Natural experiments: missed opportunities for causal inference in psychology. Adv. Methods Pract. Psychol. Sci. 7, 25152459231218610 (2024).

    Article  Google Scholar 

  86. Pearl, J. Causality (Cambridge Univ. Press, 2009).

  87. Grosz, M. P., Rohrer, J. M. & Thoemmes, F. The taboo against explicit causal inference in nonexperimental psychology. Perspect. Psychol. Sci. 15, 1243–1255 (2020).

    Article  PubMed  PubMed Central  Google Scholar 

  88. Stieger, M. et al. Changing personality traits with the help of a digital personality change intervention. Proc. Natl Acad. Sci. USA 118, e2017548118 (2021).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  89. Campenhout, C. V. et al. Guidelines for optimized gene knockout using CRISPR/Cas9. BioTechniques 66, 295–302 (2019).

    Article  CAS  PubMed  Google Scholar 

  90. Salamone, J. D. et al. Haloperidol and nucleus accumbens dopamine depletion suppress lever pressing for food but increase free food consumption in a novel food choice procedure. Psychopharmacol. (Berl.) 104, 515–521 (1991).

    Article  CAS  Google Scholar 

  91. Kraus, S., Krüger, O. & Guenther, A. Zebra finches bi-directionally selected for personality differ in repeatability of corticosterone and testosterone. Horm. Behav. 122, 104747 (2020).

    Article  CAS  PubMed  Google Scholar 

  92. Simpson, J. & Kelly, J. P. The impact of environmental enrichment in laboratory rats—behavioural and neurochemical aspects. Behav. Brain Res. 222, 246–264 (2011).

    Article  CAS  PubMed  Google Scholar 

  93. Fischer, S., Bessert-Nettelbeck, M., Kotrschal, A. & Taborsky, B. Rearing-group size determines social competence and brain structure in a cooperatively breeding cichlid. Am. Nat. 186, 123–140 (2015).

    Article  PubMed  Google Scholar 

  94. Franks, B., Higgins, E. T. & Champagne, F. A. A theoretically based model of rat personality with implications for welfare. PLoS ONE 9, e95135 (2014).

    Article  PubMed  PubMed Central  Google Scholar 

  95. Dalley, J. W. et al. Nucleus accumbens d2/3 receptors predict trait impulsivity and cocaine reinforcement. Science 315, 1267–1270 (2007).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  96. Depue, R. A. & Collins, P. F. Neurobiology of the structure of personality: dopamine, facilitation of incentive motivation, and extraversion. Behav. Brain Sci. 22, 491–517 (1999).

    Article  CAS  PubMed  Google Scholar 

  97. Gray, J. A. The Neuropsychology of Anxiety: An Enquiry into the Functions of the Septo-Hippocampal System (Oxford Univ. Press, 1982).

  98. McNaughton, N. & Corr, P. J. The non-human perspective on the neurobiology of temperament, personality, and psychopathology: what’s next? Curr. Opin. Behav. Sci. 43, 255–262 (2022).

    Article  Google Scholar 

  99. Back, M. D. et al. Narcissistic admiration and rivalry: disentangling the bright and dark sides of narcissism. J. Pers. Soc. Psychol. 105, 1013–1037 (2013).

    Article  PubMed  Google Scholar 

  100. Luo, Y. L. L. & Cai, H. in Handbook of Trait Narcissism: Key Advances, Research Methods, and Controversies (eds Hermann, A. D. et al.) 149–156 (Springer International, 2018).

  101. Di Sarno, M., Di Pierro, R. & Madeddu, F. The relevance of neuroscience for the investigation of narcissism: a review of current studies. Clin. Neuropsychiatry 15, 242–250 (2018).

    Google Scholar 

  102. Leckelt, M., Küfner, A. C. P., Nestler, S. & Back, M. D. Behavioral processes underlying the decline of narcissists’ popularity over time. J. Pers. Soc. Psychol. 109, 856–871 (2015).

    Article  PubMed  Google Scholar 

  103. Wille, B., Hofmans, J., Lievens, F., Back, M. D. & De Fruyt, F. Climbing the corporate ladder and within-person changes in narcissism: reciprocal relationships over two decades. J. Vocat. Behav. 115, 103341 (2019).

    Article  Google Scholar 

  104. Shanahan, M. J. & Hofer, S. M. Social context in gene–environment interactions: retrospect and prospect. J. Gerontol. B Psychol. Sci. Soc. Sci. 60 (Spec. No. 1), 65–76 (2005).

  105. Elster, J. Social norms and economic theory. J. Econ. Perspect. 3, 99–117 (1989).

    Article  Google Scholar 

  106. Kandler, C., Waaktaar, T., Mõttus, R., Riemann, R. & Torgersen, S. Unravelling the interplay between genetic and environmental contributions in the unfolding of personality differences from early adolescence to young adulthood. Eur. J. Pers. 33, 221–244 (2019).

    Article  Google Scholar 

  107. Aaby, B. H. & Ramsey, G. Three kinds of niche construction. Br. J. Phil. Sci. 73, 351–372 (2022).

    Article  Google Scholar 

  108. Laland, K. N., Odling-Smee, F. J. & Feldman, M. W. in Cycles of Contingency: Developmental Systems and Evolution (eds Oyama, S. et al.) 117–126 (MIT Press, 2001).

  109. Tokar, D. M., Fischer, A. R. & Subich, L. M. Personality and vocational behavior: a selective review of the literature, 1993–1997. J. Vocat. Behav. 53, 115–153 (1998).

    Article  Google Scholar 

  110. Gosling, S. D., Ko, S. J., Mannarelli, T. & Morris, M. E. A room with a cue: personality judgments based on offices and bedrooms. J. Pers. Soc. Psychol. 82, 379–398 (2002).

    Article  PubMed  Google Scholar 

  111. Bühler, J. L. et al. Life events and personality change: a systematic review and meta-analysis. Eur. J. Pers. 38, 544–568 (2023).

    Article  Google Scholar 

  112. Bleidorn, W. et al. Longitudinal experience-wide association studies—a framework for studying personality change. Eur. J. Pers. 34, 285–300 (2020).

    Article  Google Scholar 

  113. Bleidorn, W. et al. Personality stability and change: a meta-analysis of longitudinal studies. Psychol. Bull. 148, 588–619 (2022).

    PubMed  Google Scholar 

  114. Cabrera, D., Nilsson, J. R. & Griffen, B. D. The development of animal personality across ontogeny: a cross-species review. Anim. Behav. 173, 137–144 (2021).

    Article  Google Scholar 

  115. Mortimer, J. T. & Shanahan, M. J. Handbook of the Life Course (Springer US, 2003).

  116. Stamps, J. A. Individual differences in behavioural plasticities. Biol. Rev. Camb. Phil. Soc. 91, 534–567 (2016).

    Article  Google Scholar 

  117. Kuper, N. et al. Individual differences in contingencies between situation characteristics and personality states. J. Pers. Soc. Psychol. 123, 1166–1198 (2022).

    Article  PubMed  Google Scholar 

  118. Kőszegi, B. & Rabin, M. A model of reference-dependent preferences. Q. J. Econ. 121, 1133–1165 (2006).

    Google Scholar 

  119. Wrzus, C. & Roberts, B. W. Processes of personality development in adulthood: the TESSERA framework. Pers. Soc. Psychol. Rev. 21, 253–277 (2017).

    Article  PubMed  Google Scholar 

  120. Han, C. S. & Brooks, R. C. Long-term effect of social interactions on behavioral plasticity and lifetime mating success. Am. Nat. 183, 431–444 (2014).

    Article  PubMed  Google Scholar 

  121. Szekely, A. et al. Evidence from a long-term experiment that collective risks change social norms and promote cooperation. Nat. Commun. 12, 5452 (2021).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  122. Hopwood, C. J., Bleidorn, W. & Wright, A. G. C. Connecting theory to methods in longitudinal research. Perspect. Psychol. Sci. 17, 884–894 (2022).

    Article  PubMed  Google Scholar 

  123. Peeters, M. A. G., Van Tuijl, H. F. J. M., Rutte, C. G. & Reymen, I. M. M. J. Personality and team performance: a meta-analysis. Eur. J. Pers. 20, 377–396 (2006).

    Article  Google Scholar 

  124. Roberts, B. W., Kuncel, N. R., Shiner, R., Caspi, A. & Goldberg, L. R. The power of personality: the comparative validity of personality traits, socioeconomic status, and cognitive ability for predicting important life outcomes. Perspect. Psychol. Sci. 2, 313–345 (2007).

    Article  PubMed  PubMed Central  Google Scholar 

  125. Beck, E. & Jackson, J. A mega-analysis of personality prediction: robustness and boundary conditions. Innov. Aging 5, 562 (2021).

    Article  PubMed Central  Google Scholar 

  126. Carpenter, J. & Seki, E. Do social preferences increase productivity? Field experimental evidence from fishermen in Toyama Bay. Econ. Inq. 49, 612–630 (2011).

    Article  Google Scholar 

  127. Falk, A. et al. Global evidence on economic preferences. Q. J. Econ. 133, 1645–1692 (2018).

    Article  Google Scholar 

  128. Mönkediek, B. & Diewald, M. Do academic ability and social background influence each other in shaping educational attainment? The case of the transition to secondary education in Germany. Soc. Sci. Res. 101, 102625 (2022).

    Article  PubMed  Google Scholar 

  129. Richter, S. H. & Hintze, S. From the individual to the population—and back again? Emphasising the role of the individual in animal welfare science. Appl. Anim. Behav. Sci. 212, 1–8 (2019).

    Article  Google Scholar 

  130. Schwarz, J. F. L. et al. A stable foraging polymorphism buffers Galápagos sea lions against environmental change. Curr. Biol. 32, 1623–1628.e3 (2022).

    Article  CAS  PubMed  Google Scholar 

  131. Smith, B. R. & Blumstein, D. T. Fitness consequences of personality: a meta-analysis. Behav. Ecol. 19, 448–455 (2008).

    Article  Google Scholar 

  132. Cramer, A. O. J. et al. Dimensions of normal personality as networks in search of equilibrium: you can’t like parties if you don’t like people. Eur. J. Pers. 26, 414–431 (2012).

    Article  Google Scholar 

  133. Uher, J. Personality psychology: lexical approaches, assessment methods, and trait concepts reveal only half of the story—why it is time for a paradigm shift. Integr. Psychol. Behav. Sci. 47, 1–55 (2013).

    Article  PubMed  PubMed Central  Google Scholar 

  134. McGue, M., Osler, M. & Christensen, K. Causal inference and observational research: the utility of twins. Perspect. Psychol. Sci. 5, 546–556 (2010).

    Article  PubMed  PubMed Central  Google Scholar 

  135. Kandler, C., Kühn, S., Mönkediek, B., Forstner, A. J. & Bleidorn, W. A multidisciplinary perspective on person–environment fit: relevance, measurement, and future directions. Curr. Dir. Psychol. Sci. 33, 198–205 (2024).

    Article  Google Scholar 

  136. Götz, F. M., Gosling, S. D. & Rentfrow, P. J. Small effects: the indispensable foundation for a cumulative psychological science. Perspect. Psychol. Sci. 17, 205–215 (2022).

    Article  PubMed  Google Scholar 

  137. Pargent, F., Schoedel, R. & Stachl, C. Best practices in supervised machine learning: a tutorial for psychologists. Adv. Methods Pract. Psychol. Sci. 6, 25152459231162559 (2023).

    Article  Google Scholar 

  138. Molnar, C. Interpretable Machine Learning: A Guide for Making Black Box Models Explainable (Leanpub, 2022).

  139. Kaiser, T. et al. Heterogeneity of treatment effects in trials on psychotherapy of depression. Clin. Psychol. Sci. Pract. 29, 294–303 (2022).

    Article  Google Scholar 

  140. de Villiers, B., Lionetti, F. & Pluess, M. Vantage sensitivity: a framework for individual differences in response to psychological intervention. Soc. Psychiatry Psychiatr. Epidemiol. 53, 545–554 (2018).

    Article  PubMed  PubMed Central  Google Scholar 

  141. Matz, S. C. et al. Personality science in the digital age: the promises and challenges of psychological targeting for personalized behavior-change interventions at scale. Perspect. Psychol. Sci. 19, 1031–1056 (2023).

    Article  PubMed  Google Scholar 

  142. Mack, M., Stojan, R., Bock, O. & Voelcker-Rehage, C. Cognitive-motor multitasking in older adults: a randomized controlled study on the effects of individual differences on training success. BMC Geriatr. 22, 581 (2022).

    Article  PubMed  PubMed Central  Google Scholar 

  143. Galeotti, A., Golub, B. & Goyal, S. Targeting interventions in networks. Econometrica 88, 2445–2471 (2020).

    Article  Google Scholar 

  144. McClelland, G. H. & Judd, C. M. Statistical difficulties of detecting interactions and moderator effects. Psychol. Bull. 114, 376–390 (1993).

    Article  CAS  PubMed  Google Scholar 

  145. Gelman, A., Hill, J. & Vehtari, A. Regression and Other Stories (Cambridge Univ. Press, 2020).

  146. Arshad, M. & Chung, J. M. Practical recommendations for considering culture, race, and ethnicity in personality psychology. Soc. Pers. Psychol. Compass 16, e12656 (2022).

    Article  Google Scholar 

  147. Henrich, J., Heine, S. J. & Norenzayan, A. The weirdest people in the world? Behav. Brain Sci. 33, 61–83 (2010).

    Article  PubMed  Google Scholar 

  148. Kappeler, P. M. A framework for studying social complexity. Behav. Ecol. Sociobiol. 73, 13 (2019).

    Article  Google Scholar 

  149. Kuper, N. et al. From persons to general principles: methodological decisions for idiographic and nomothetic research. Eur. J. Pers. 39, 635–661 (2024).

    Article  Google Scholar 

  150. Alvargonzález, D. Multidisciplinarity, interdisciplinarity, transdisciplinarity, and the sciences. Int. Stud. Phil. Sci. 25, 387–403 (2011).

    Article  Google Scholar 

  151. Klein, J. T. in The Oxford Handbook of Interdisciplinarity (ed. Frodeman, R.) 21–34 (Oxford Univ. Press, 2017).

  152. Boden, M. A. in Interdisciplinarity and the Organization of Knowledge in Europe (ed. Cunningham, R.) 13–24 (Office for Official Publications of the European Communities, 1999).

  153. Bruun, H., Hukkinen, J. I., Huutoniemi, K. I. & Thompson Klein, J. Promoting Interdisciplinary Research: The Case of the Academy of Finland (Academy of Finland, 2005).

  154. Grüne-Yanoff, T. & Mäki, U. Introduction: interdisciplinary model exchanges. Stud. Hist. Phil. Sci. A 48, 52–59 (2014).

    Article  Google Scholar 

  155. Huutoniemi, K., Klein, J. T., Bruun, H. & Hukkinen, J. Analyzing interdisciplinarity: typology and indicators. Res. Policy 39, 79–88 (2010).

    Article  Google Scholar 

  156. Bycroft, C. et al. The UK Biobank resource with deep phenotyping and genomic data. Nature 562, 203–209 (2018).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  157. Denissen, J. J. A. & Penke, L. Motivational individual reaction norms underlying the five-factor model of personality: first steps towards a theory-based conceptual framework. J. Res. Pers. 42, 1285–1302 (2008).

    Article  Google Scholar 

  158. Buss, D. M. Selection, evocation, and manipulation. J. Pers. Soc. Psychol. 53, 1214–1221 (1987).

    Article  CAS  PubMed  Google Scholar 

  159. John, O. P. & Srivastava, S. in Handbook of Personality: Theory and Research 2nd edn (eds Pervin, L. A. & John, O. P.) 102–138 (Guilford, 1999).

  160. Williams, L. A. From human wellbeing to animal welfare. Neurosci. Biobehav. Rev. 131, 941–952 (2021).

    Article  PubMed  Google Scholar 

  161. Sivakumar, N., Mura, C. & Peirce, S. M. Innovations in integrating machine learning and agent-based modeling of biomedical systems. Front. Syst. Biol. 2, 959665 (2022).

    Article  Google Scholar 

  162. Roberts, B. W. A revised sociogenomic model of personality traits. J. Pers. 86, 23–35 (2018).

    Article  PubMed  Google Scholar 

  163. Roberts, B. W. & Wood, D. in Handbook of Personality Development (eds. Mroczek, D. K. & Little, T. D.) 11–39 (Lawrence Erlbaum Associates, 2006).

  164. Güldener, L. et al. Differential patch-leaving behavior during probabilistic foraging in humans and gerbils. Commun. Biol. 7, 1000 (2024).

    Article  PubMed  PubMed Central  Google Scholar 

  165. Levitis, D. A., Lidicker, W. Z. & Freund, G. Behavioural biologists do not agree on what constitutes behaviour. Anim. Behav. 78, 103–110 (2009).

    Article  PubMed  PubMed Central  Google Scholar 

  166. Furr, R. M. Personality psychology as a truly behavioural science. Eur. J. Pers. 23, 369–401 (2009).

    Article  Google Scholar 

  167. Lamiell, J. T. in Handbook of Personality Psychology (eds Hogan, R. et al.) 117–141 (Academic Press, 1997).

  168. Rauthmann, J. F. & Sherman, R. A. The situation of situation research: knowns and unknowns. Curr. Dir. Psychol. Sci. 29, 473–480 (2020).

    Article  Google Scholar 

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N.K. and M.D.B. had the lead role in the conceptualization of the manuscript and wrote the original draft. M.B. had the lead role in supervision. Y.B., B.C., M.D., J.G., M.I.K., C.K., M.K., O.K., J.K., S.L., J.F.R., S.H.R., and C.V.-R. contributed to the conceptualization of the manuscript and to writing—review and editing.

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Kuper, N., Breitmoser, Y., Caspers, B. et al. An interdisciplinary linked-lives approach to individual differences in social behaviour. Nat Hum Behav 9, 2012–2026 (2025). https://doi.org/10.1038/s41562-025-02301-7

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