BIS/BAS PROFILES AND PSYCHOLOGICAL RESILIENCE: DIFFERENTIAL ASSOCIATIONS ACROSS THREE DIMENSIONS RELEVANT TO STRESS ADAPTATION AND MENTAL WELL-BEING
DOI:
https://doi.org/10.31435/ijitss.2(50).2026.5459Keywords:
Behavioral Inhibition System; Behavioral Activation System; Psychological Resilience; Stress Adaptation; Mental Well-Being; Adaptive FunctioningAbstract
Psychological resilience is a component of mental health and well-being, yet the motivational mechanisms underlying its distinct dimensions remain insufficiently understood. This study examined whether the Behavioral Inhibition System (BIS) and the Behavioral Activation System (BAS) predict three forms of psychological resilience: engineering resilience, ecological resilience, and adaptive capacity. Data were collected in a two-wave online survey of 657 Polish adults from the general population. BIS/BAS were assessed using the BIS/BAS scales, and resilience was measured with the EEA Resilience Scale. Multiple regression and commonality analyses were conducted to examine the unique and shared contributions of motivational systems to resilience dimensions. Ecological resilience was positively predicted by BAS-Drive and BAS-Sensitivity to Reward, and negatively by BIS. Engineering resilience was primarily associated with lower BIS activation. Adaptive capacity was positively related to BAS-Pleasure Seeking and BAS-Sensitivity to Reward and negatively related to BIS. Commonality analysis further showed that BIS accounted for the largest share of variance in engineering resilience, whereas BAS-Drive and BAS-Sensitivity to Reward contributed most strongly to ecological resilience, and BAS-Pleasure Seeking to adaptive capacity. These findings suggest that psychological resilience is not a unitary construct, but is differentially associated with threat sensitivity and reward-related motivational tendencies, with implications for understanding stress adaptation and promoting mental health.
References
Alloy, L. B., & Nusslock, R. (2019). Future directions for understanding adolescent bipolar spectrum disorders: A reward hypersensitivity perspective. Journal of Clinical Child & Adolescent Psychology, 48(4), 669–686. https://doi.org/10.1080/15374416.2019.1567347
Arnett, P. A., & Newman, J. P. (2000). Gray’s three-arousal model: An empirical investigation. Personality and Individual Differences, 28(6), 1171–1189. https://doi.org/10.1016/S0191-8869(99)00169-5
Arnsten, A. F. T. (2009). Stress signalling pathways that impair prefrontal cortex structure and function. Nature Reviews Neuroscience, 10(6), 410–422. https://doi.org/10.1038/nrn2648
Beaver, J. D., Lawrence, A. D., van Ditzhuijzen, J., Davis, M. H., Woods, A., & Calder, A. J. (2006). Individual differences in reward drive predict neural responses to images of food. Journal of Neuroscience, 26(19), 5160–5166. https://doi.org/10.1523/JNEUROSCI.0350-06.2006
Berridge, K. C., & Kringelbach, M. L. (2015). Pleasure systems in the brain. Neuron, 86(3), 646–664. https://doi.org/10.1016/j.neuron.2015.02.018
Berridge, K. C., & Robinson, T. E. (2003). Parsing reward. Trends in Neurosciences, 26(9), 507–513. https://doi.org/10.1016/S0166-2236(03)00233-9
Blanchard, T. C., & Gershman, S. J. (2018). Pure correlates of exploration and exploitation in the human brain. Cognitive, Affective, & Behavioral Neuroscience, 18(1), 117–126. https://doi.org/10.3758/s13415-017-0556-2
Braams, B. R., van Duijvenvoorde, A. C. K., Peper, J. S., & Crone, E. A. (2015). Longitudinal changes in adolescent risk-taking: A comprehensive study of neural responses to rewards, pubertal development, and risk-taking behavior. Journal of Neuroscience, 35(18), 7226–7238. https://doi.org/10.1523/JNEUROSCI.4764-14.2015
Carver, C. S., & White, T. L. (1994). Behavioral inhibition, behavioral activation, and affective responses to impending reward and punishment. Journal of Personality and Social Psychology, 67(2), 319–333. https://doi.org/10.1037/0022-3514.67.2.319
Coan, J. A., & Allen, J. J. B. (2003). The state and trait nature of frontal EEG asymmetry in emotion. In K. Hugdahl & R. J. Davidson (Eds.), The asymmetrical brain (pp. 565–615). MIT Press.
Cockburn, J., Man, V., Cunningham, W. A., & O’Doherty, J. P. (2022). Novelty and uncertainty regulate the balance between exploration and exploitation through distinct mechanisms in the human brain. Neuron, 110(16), 2691–2702.e8. https://doi.org/10.1016/j.neuron.2022.05.025
Cohen, J. D., McClure, S. M., & Yu, A. J. (2007). Should I stay or should I go? How the human brain manages the trade-off between exploitation and exploration. Philosophical Transactions of the Royal Society B: Biological Sciences, 362(1481), 933–942. https://doi.org/10.1098/rstb.2007.2098
Corr, P. J. (Ed.). (2008). The reinforcement sensitivity theory of personality. Cambridge University Press. https://doi.org/10.1017/CBO9780511819384
Corr, P. J., & Cooper, A. J. (2016). The Reinforcement Sensitivity Theory of Personality Questionnaire (RST-PQ): Development and validation. Psychological Assessment, 28(11), 1425–1440. https://doi.org/10.1037/pas0000273
Corr, P. J., DeYoung, C. G., & McNaughton, N. (2013). Motivation and personality: A neuropsychological perspective. Social and Personality Psychology Compass, 7(3), 158–175. https://doi.org/10.1111/spc3.12016
Corr, P. J., & McNaughton, N. (2012). Neuroscience and approach/avoidance personality traits: A two-stage (valuation–motivation) approach. Neuroscience & Biobehavioral Reviews, 36(10), 2339–2354. https://doi.org/10.1016/j.neubiorev.2012.09.013
Costumero, V., Barrós-Loscertales, A., Bustamante, J. C., Ventura-Campos, N., Fuentes, P., & Ávila, C. (2013). Reward sensitivity modulates connectivity among reward brain areas during processing of anticipatory reward cues. European Journal of Neuroscience, 38(4), 2399–2407. https://doi.org/10.1111/ejn.12234
Costumero, V., Barrós-Loscertales, A., Fuentes, P., Rosell-Negre, P., Bustamante, J. C., & Ávila, C. (2016). BAS-drive trait modulates dorsomedial striatum activity during reward response–outcome associations. Brain Imaging and Behavior, 10(3), 869–879. https://doi.org/10.1007/s11682-015-9466-5
Daw, N. D., O’Doherty, J. P., Dayan, P., Seymour, B., & Dolan, R. J. (2006). Cortical substrates for exploratory decisions in humans. Nature, 441(7095), 876–879. https://doi.org/10.1038/nature04766
Delgado, M. R., Nystrom, L. E., Fissell, C., Noll, D. C., & Fiez, J. A. (2000). Tracking the hemodynamic responses to reward and punishment in the striatum. Journal of Neurophysiology, 84(6), 3072–3077. https://doi.org/10.1152/jn.2000.84.6.3072
Delgado, M. R., Stenger, V. A., & Fiez, J. A. (2003). Motivation-dependent responses in the human caudate nucleus. Cerebral Cortex, 14(9), 1022–1030. https://doi.org/10.1093/cercor/bhh062
Denckla, C. A., Cicchetti, D., Kubzansky, L. D., Seedat, S., Teicher, M. H., Williams, D. R., & Koenen, K. C. (2020). Psychological resilience: An update on definitions, a critical appraisal, and research recommendations. European Journal of Psychotraumatology, 11(1), Article 1822064. https://doi.org/10.1080/20008198.2020.1822064
Depue, R. A., & Collins, P. F. (1999). Neurobiology of the structure of personality: Dopamine, facilitation of incentive motivation, and extraversion. Behavioral and Brain Sciences, 22(3), 491–517. https://doi.org/10.1017/S0140525X99002046
Dias-Ferreira, E., Sousa, J. C., Melo, I., Morgado, P., Mesquita, A. R., Cerqueira, J. J., Costa, R. M., & Sousa, N. (2009). Chronic stress causes frontostriatal reorganization and affects decision-making. Science, 325(5940), 621–625. https://doi.org/10.1126/science.1171203
Fletcher, D., & Sarkar, M. (2013). Psychological resilience: A review and critique of definitions, concepts, and theory. European Psychologist, 18(1), 12–23. https://doi.org/10.1027/1016-9040/a000124
Folke, C., Carpenter, S., Walker, B., Scheffer, M., Elmqvist, T., Gunderson, L., & Holling, C. S. (2004). Regime shifts, resilience, and biodiversity in ecosystem management. Annual Review of Ecology, Evolution, and Systematics, 35, 557–581. https://doi.org/10.1146/annurev.ecolsys.35.021103.105711
Gray, J. A. (1991). Neural systems, emotion, and personality. In J. Madden (Ed.), Neurobiology of learning, emotion and affect (pp. 273–306). Raven Press.
Gray, J. A., & McNaughton, N. (2000). The neuropsychology of anxiety: An enquiry into the functions of the septo-hippocampal system (2nd ed.). Oxford University Press.
Hahn, T., Dresler, T., Ehlis, A.-C., Plichta, M. M., Heinzel, S., Polak, T., Lesch, K.-P., Breuer, F., Jakob, P. M., & Fallgatter, A. J. (2009). Neural response to reward anticipation is modulated by Gray’s impulsivity. NeuroImage, 46(4), 1148–1153. https://doi.org/10.1016/j.neuroimage.2009.03.038
Hamamura, T., Meijer, Z., Heine, S. J., Kamaya, K., & Hori, I. (2009). Approach–avoidance motivation and information processing: A cross-cultural analysis. Personality and Social Psychology Bulletin, 35(4), 454–462. https://doi.org/10.1177/0146167208329512
Harmon-Jones, E., & Gable, P. A. (2018). On the role of asymmetric frontal cortical activity in approach and withdrawal motivation: An updated review of the evidence. Psychophysiology, 55, Article e12879. https://doi.org/10.1111/psyp.12879
Harmon-Jones, E., & Peterson, C. K. (2009). Supine body position reduces neural response to anger evocation. Psychological Science, 20(10), 1209–1210. https://doi.org/10.1111/j.1467-9280.2009.02416.x
Hart, G., Leung, B. K., & Balleine, B. W. (2014). Dorsal and ventral streams: The distinct role of striatal subregions in the acquisition and performance of goal-directed actions. Neurobiology of Learning and Memory, 108, 104–118. https://doi.org/10.1016/j.nlm.2013.11.003
Holling, C. S. (1996). Engineering resilience versus ecological resilience. In P. C. Schulze (Ed.), Engineering within ecological constraints (pp. 31–44). National Academy Press.
Hu, T., Zhang, D., & Wang, J. (2015). A meta-analysis of the trait resilience and mental health. Personality and Individual Differences, 76, 18–27. https://doi.org/10.1016/j.paid.2014.11.039
Hu, W., Zhao, X., Liu, Y., Ren, Y., Wei, Z., Tang, Z., Tian, Y., Sun, Y., & Yang, J. (2022). Reward sensitivity modulates the brain reward pathway in stress resilience via the inherent neuroendocrine system. Neurobiology of Stress, 20, Article 100485. https://doi.org/10.1016/j.ynstr.2022.100485
Kashdan, T. B., & Rottenberg, J. (2010). Psychological flexibility as a fundamental aspect of health. Clinical Psychology Review, 30(7), 865–878. https://doi.org/10.1016/j.cpr.2010.03.001
Kay, A. C. (2016). The psychology of (in)security: How frame of mind shapes political behavior. Current Opinion in Psychology, 11, 110–113.
Kelley, N. J., Gallucci, A., Riva, P., Romero-Lauro, L. J., & Schmeichel, B. J. (2019). Stimulating self-regulation: A review of non-invasive brain stimulation studies of goal-directed behavior. Frontiers in Behavioral Neuroscience, 12, Article 337. https://doi.org/10.3389/fnbeh.2018.00337
Kitayama, S., & Uskul, A. K. (2011). Culture, mind, and the brain: Current evidence and future directions. Annual Review of Psychology, 62, 419–449. https://doi.org/10.1146/annurev-psych-120709-145357
Kraha, A., Turner, H., Nimon, K., Zientek, L. R., & Henson, R. K. (2012). Tools to support interpreting multiple regression in the face of multicollinearity. Frontiers in Psychology, 3, Article 44. https://doi.org/10.3389/fpsyg.2012.00044
Kringelbach, M. L., & Berridge, K. C. (2017). The affective core of emotion: Linking pleasure, subjective well-being, and optimal metastability in the brain. Emotion Review, 9(3), 191–199. https://doi.org/10.1177/1754073916684558
Krishnan, V., Han, M.-H., Graham, D. L., Berton, O., Renthal, W., Russo, S. J., & Nestler, E. J. (2007). Molecular adaptations underlying susceptibility and resistance to social defeat in brain reward regions. Cell, 131(2), 391–404. https://doi.org/10.1016/j.cell.2007.09.018
Krupić, D., & Corr, P. J. (2020). How reinforcement sensitivity theory relates to self-determination theory. Personality and Individual Differences, 155, Article 109705. https://doi.org/10.1016/j.paid.2019.109705
Krupić, D., Corr, P. J., Ručević, S., Križanić, V., & Gračanin, A. (2016). Five reinforcement sensitivity theory (RST) of personality questionnaires: Comparison, validity and generalization. Personality and Individual Differences, 97, 19–24. https://doi.org/10.1016/j.paid.2016.03.012
Leone, L., & Russo, P. M. (2009). Components of the behavioral activation system and functional impulsivity: A test of discriminant hypotheses. Journal of Research in Personality, 43(6), 1101–1104. https://doi.org/10.1016/j.jrp.2009.08.004
Liljeholm, M., & O’Doherty, J. P. (2012). Contributions of the striatum to learning, motivation, and performance: An associative account. Trends in Cognitive Sciences, 16(9), 467–475.
Maltby, J., Day, L., & Hall, S. (2015). Refining trait resilience: Identifying engineering, ecological and adaptive facets from extant measures. PLOS ONE, 10(7), Article e0131826. https://doi.org/10.1371/journal.pone.0131826
Maltby, J., Day, L., Żemojtel-Piotrowska, M., Piotrowski, J., Hitokoto, H., Baran, T., Jones, C., Chakravarty-Agbo, A., & Flowe, H. D. (2016). An ecological systems model of trait resilience: Cross-cultural and clinical relevance. Personality and Individual Differences, 98, 96–101. https://doi.org/10.1016/j.paid.2016.03.100
Maltby, J., Day, L., Hall, S. S., & Chivers, S. (2017). The measurement and role of ecological resilience systems theory across domain-specific outcomes: The domain-specific resilient systems scales. Assessment, 26(8), 1444–1461. https://doi.org/10.1177/1073191117738045
Maltby, J., & Hall, S. S. (2022). Less is more: Discovering the latent factors of trait resilience. Journal of Research in Personality, 97, Article 104193. https://doi.org/10.1016/j.jrp.2022.104193
McNaughton, N., & Corr, P. J. (2004). A two-dimensional neuropsychology of defense: Fear/anxiety and defensive distance. Neuroscience & Biobehavioral Reviews, 28(3), 285–305. https://doi.org/10.1016/j.neubiorev.2004.03.005
Métais, C., Burel, N., Gillham, J. E., Tarquinio, C., & Martin-Krumm, C. (2022). Integrative review of the recent literature on human resilience: From concepts, theories, and discussions towards a complex understanding. Europe’s Journal of Psychology, 18(1), Article e2251. https://doi.org/10.5964/ejop.2251
Nusslock, R., Mittal, V. A., & Alloy, L. B. (2025). Reward processing in mood disorders and schizophrenia: A neurodevelopmental framework. Annual Review of Clinical Psychology, 21, 557–584. https://doi.org/10.1146/annurev-clinpsy-080822-041621
O’Doherty, J., Dayan, P., Schultz, J., Deichmann, R., Friston, K., & Dolan, R. J. (2004). Dissociable roles of ventral and dorsal striatum in instrumental conditioning. Science, 304(5669), 452–454. https://doi.org/10.1126/science.1094285
Oshio, A., Taku, K., Hirano, M., & Saeed, G. (2018). Resilience and the Big Five personality traits: A meta-analysis. Personality and Individual Differences, 127, 54–60. https://doi.org/10.1016/j.paid.2018.01.048
Paulhus, D. L., & Vazire, S. (2007). The self-report method. In R. W. Robins, R. C. Fraley, & R. F. Krueger (Eds.), Handbook of research methods in personality psychology (pp. 224–239). Guilford Press.
Pessoa, L. (2009). How do emotion and motivation direct executive control? Trends in Cognitive Sciences, 13(4), 160–166. https://doi.org/10.1016/j.tics.2009.01.006
Pickering, A. D., & Gray, J. A. (2001). Dopamine, appetitive reinforcement, and the neuropsychology of human learning: An individual differences approach. In A. Eliasz & A. Angleitner (Eds.), Advances in individual differences research (pp. 113–149). Pabst Science Publishers.
Podsakoff, P. M., MacKenzie, S. B., Lee, J.-Y., & Podsakoff, N. P. (2003). Common method biases in behavioral research: A critical review of the literature and recommended remedies. Journal of Applied Psychology, 88(5), 879–903. https://doi.org/10.1037/0021-9010.88.5.879
Podsakoff, P. M., MacKenzie, S. B., & Podsakoff, N. P. (2012). Sources of method bias in social science research and recommendations on how to control it. Annual Review of Psychology, 63, 539–569. https://doi.org/10.1146/annurev-psych-120710-100452
Proudfit, G. H., Inzlicht, M., & Mennin, D. S. (2013). Anxiety and error monitoring: The importance of motivation and emotion. Frontiers in Human Neuroscience, 7, Article 636. https://doi.org/10.3389/fnhum.2013.00636
Ray-Mukherjee, J., Nimon, K., Mukherjee, S., Morris, D. W., Slotow, R., & Hamer, M. (2014). Using commonality analysis in multiple regressions: A tool to decompose regression effects in the face of multicollinearity. Methods in Ecology and Evolution, 5, 320–328. https://doi.org/10.1111/2041-210X.12166
Reichwein Zientek, L., & Thompson, B. (2006). Commonality analysis: Partitioning variance to facilitate better understanding of data. Journal of Early Intervention, 28(4), 299–307. https://doi.org/10.1177/105381510602800405
Rutter, M. (2013). Annual research review: Resilience—Clinical implications. Journal of Child Psychology and Psychiatry, 54(4), 474–487. https://doi.org/10.1111/j.1469-7610.2012.02615.x
Sarrionandia, A., Ramos-Díaz, E., & Fernández-Lasarte, O. (2018). Resilience as a mediator of emotional intelligence and perceived stress: A cross-country study. Frontiers in Psychology, 9, Article 2653. https://doi.org/10.3389/fpsyg.2018.02653
Schwabe, L., Tegenthoff, M., Höffken, O., & Wolf, O. T. (2010). Concurrent glucocorticoid and noradrenergic activity shifts instrumental behavior from goal-directed to habitual control. Journal of Neuroscience, 30(24), 8190–8196. https://doi.org/10.1523/JNEUROSCI.0734-10.2010
Schwabe, L., & Wolf, O. T. (2011). Stress-induced modulation of instrumental behavior: From goal-directed to habitual control of action. Behavioural Brain Research, 219(2), 321–328. https://doi.org/10.1016/j.bbr.2010.12.038
Schwabe, L., Wolf, O. T., & Oitzl, M. S. (2013). Stress and multiple memory systems: From “thinking” to “doing.” Trends in Cognitive Sciences, 17(2), 60–68. https://doi.org/10.1016/j.tics.2012.12.001
Simon, J. J., Walther, S., Fiebach, C. J., Friederich, H.-C., Stippich, C., Weisbrod, M., & Kaiser, S. (2010). Neural reward processing is modulated by approach- and avoidance-related personality traits. NeuroImage, 49(2), 1868–1874. https://doi.org/10.1016/j.neuroimage.2009.09.016
Smillie, L. D., & Jackson, C. J. (2005). The appetitive motivation scale and other BAS measures in the prediction of approach and active avoidance. Personality and Individual Differences, 38(4), 981–994. https://doi.org/10.1016/j.paid.2004.09.013
Smillie, L. D., Jackson, C. J., & Dalgleish, L. I. (2006). Conceptual distinctions among Carver and White’s (1994) BAS scales: A reward-reactivity versus trait impulsivity perspective. Personality and Individual Differences, 40(5), 1039–1050. https://doi.org/10.1016/j.paid.2005.10.012
Southwick, S. M., Bonanno, G. A., Masten, A. S., Panter-Brick, C., & Yehuda, R. (2014). Resilience definitions, theory, and challenges: Interdisciplinary perspectives. European Journal of Psychotraumatology, 5(1), Article 25338. https://doi.org/10.3402/ejpt.v5.25338
Sutton, S. K., & Davidson, R. J. (1997). Prefrontal brain asymmetry: A biological substrate of the behavioral approach and inhibition systems. Psychological Science, 8(3), 204–210. https://doi.org/10.1111/j.1467-9280.1997.tb00413.x
Telzer, E. H. (2016). Dopaminergic reward sensitivity can promote adolescent health: A new perspective on the mechanism of ventral striatum activation. Developmental Cognitive Neuroscience, 17, 57–67. https://doi.org/10.1016/j.dcn.2015.10.010
Tonidandel, S., & LeBreton, J. M. (2011). Relative importance analysis: A useful supplement to regression analysis. Journal of Business and Psychology, 26(1), 1–9. https://doi.org/10.1007/s10869-010-9204-3
Tricomi, E., Delgado, M. R., & Fiez, J. A. (2004). Modulation of caudate activity by action contingency. Neuron, 41(2), 281–292. https://doi.org/10.1016/S0896-6273(03)00848-1
Tronick, E., & DiCorcia, J. A. (2015). The everyday stress resilience hypothesis: A reparatory sensitivity and the development of coping and resilience. Children Australia, 40(2), 19–64. https://doi.org/10.1017/cha.2015.11
van Duijvenvoorde, A. C. K., Op de Macks, Z. A., Overgaauw, S., Gunther Moor, B., Dahl, R. E., & Crone, E. A. (2014). A cross-sectional and longitudinal analysis of reward-related brain activation: Effects of age, pubertal stage, and reward sensitivity. Brain and Cognition, 89, 3–14. https://doi.org/10.1016/j.bandc.2013.10.005
Vialou, V., Robison, A. J., LaPlant, Q. C., Covington, H. E., Dietz, D. M., Ohnishi, Y. N., Mouzon, E., Rush, A. J., Watts, E. L., Wallace, D. L., Iniguez, S. D., Koo, J. W., Kennedy, P. J., Graham, A., Lobo, M. K., Neve, R. L., & Nestler, E. J. (2010). ΔFosB in brain reward circuits mediates resilience to stress and antidepressant responses. Nature Neuroscience, 13, 745–752. https://doi.org/10.1038/nn.2551
Westbrook, A., van den Bosch, R., Määttä, J. I., Hofmans, L., Papadopetraki, D., Cools, R., & Frank, M. J. (2016). Dopamine does double duty in motivating cognitive effort. Neuron, 89(4), 695–710. https://doi.org/10.1016/j.neuron.2016.01.017
Westbrook, A., van den Bosch, R., Määttä, J. I., Hofmans, L., Papadopetraki, D., Cools, R., & Frank, M. J. (2020). Dopamine promotes cognitive effort by biasing the benefits versus costs of cognitive work. Science, 367(6484), 1362–1366. https://doi.org/10.1126/science.aaz5891
Downloads
Published
Issue
Section
License
Copyright (c) 2026 Nina Polek, Łukasz Subramanian, Michał Sękowski, Małgorzata Sikorska, Patrycja Mularczyk, Wojciech Łysoniewski, Artur Marcysiak, Tomasz Mruzek, Magdalena Kiełbasiewicz, Karolina Zawadzka

This work is licensed under a Creative Commons Attribution 4.0 International License.
All articles are published in open-access and licensed under a Creative Commons Attribution 4.0 International License (CC BY 4.0). Hence, authors retain copyright to the content of the articles.
CC BY 4.0 License allows content to be copied, adapted, displayed, distributed, re-published or otherwise re-used for any purpose including for adaptation and commercial use provided the content is attributed.

