Submitted:
07 July 2026
Posted:
09 July 2026
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Materials and Methods
3. Stress, Decision-Making, and Emotional Regulation
3.1. Acute Stress and Executive Functions
3.2. Attentional Narrowing Under Stress
3.3. Emotional Regulation and Functional Decision-Making
4. Early Adversity and Developmental Trajectories
4.1. Early Adversity as a Developmental Risk Factor
4.2. Resilience and Heterogeneous Trajectories
4.3. Survivor Bias and Interpretative Risks
4.4. Functional Adaptations and Contextual Conditions
5. An Applied Conceptual Framework of Adaptive Reconfiguration Under Constraint
5.1. General Principle
5.2. Central Mechanisms
5.3. Operational Hypotheses and Empirical Perspectives
- First, the model suggests that the maintenance of sufficiently reliable decision-making under stress depends less on the absolute intensity of emotional activation than on the capacity to contain such activation within an explicit and operational normative framework.
- Second, it is expected that highly structured institutional environments are more likely to support operational-protective trajectories, whereas contexts characterized by normative ambiguity or instability may increase the risk of disorganization or instrumental drift.
- Third, the model assumes that repeated mobilization of regulatory mechanisms under high constraint is associated with a progressive increase in allostatic load, potentially altering cognitive flexibility, recovery capacities, and decision-making stability over the medium and long term.
- Finally, the proposed framework suggests that some interindividual variations observed under stress may be associated with measurable differences in emotional regulation, attentional allocation, and inhibitory control mechanisms.
6. Adaptive Reconfiguration Under Extreme Stress
6.1. Disorganization / Collapse Trajectory
6.2. Threat-Neutralization Trajectory
6.3. Operational-Protective Trajectory
7. Costs, Limits, and Risks of Drift
8. Implications for Applied Psychology
8.1. Training
8.2. Selection and Assessment
8.3. Prevention and Sustainability
9. Discussion
9.1. Distinction from Existing Frameworks
9.2. Main Contributions of the Proposed Framework
9.3. Limitations and Future Research Perspectives
10. Conclusions
Author Contributions
Acknowledgments
Conflicts of Interest
Abbreviations
| CP2DIMG | Capacité de Prise de Décision dans l’Incertitude ou Mal Géré (French); Decision-Making Capacity in High-Uncertainty Contexts (English) |
| FRES | Fédération de Recherche Environnement et Société (French); Research Federation for Environment and Society (English) |
References
- McEwen, B.S. Stress, Adaptation, and Disease: Allostasis and Allostatic Load. Ann. N. Y. Acad. Sci. 1998, 840, 33–44. [Google Scholar] [CrossRef] [PubMed]
- Arnsten, A.F.T. Stress Signalling Pathways That Impair Prefrontal Cortex Structure and Function. Nat. Rev. Neurosci. 2009, 10, 410–422. [Google Scholar] [CrossRef] [PubMed]
- Easterbrook, J.A. The Effect of Emotion on Cue Utilization and the Organization of Behavior. Psychol. Rev. 1959, 66, 183–201. [Google Scholar] [CrossRef] [PubMed]
- Liston, C.; McEwen, B.S.; Casey, B.J. Psychosocial Stress Reversibly Disrupts Prefrontal Processing and Attentional Control. Proc. Natl. Acad. Sci. 2009, 106, 912–917. [Google Scholar] [CrossRef] [PubMed]
- Starcke, K.; Brand, M. Decision Making under Stress: A Selective Review. Neurosci. Biobehav. Rev. 2012, 36, 1228–1248. [Google Scholar] [CrossRef] [PubMed]
- Shields, G.S.; Sazma, M.A.; Yonelinas, A.P. The Effects of Acute Stress on Core Executive Functions: A Meta-Analysis and Comparison with Cortisol. Neurosci. Biobehav. Rev. 2016, 68, 651–668. [Google Scholar] [CrossRef] [PubMed]
- Felitti, V.J.; Anda, R.F.; Nordenberg, D.; Williamson, D.F.; Spitz, A.M.; Edwards, V.; Koss, M.P.; Marks, J.S. Relationship of Childhood Abuse and Household Dysfunction to Many of the Leading Causes of Death in Adults. Am. J. Prev. Med. 1998, 14, 245–258. [Google Scholar] [CrossRef] [PubMed]
- Hughes, K.; Bellis, M.A.; Hardcastle, K.A.; Sethi, D.; Butchart, A.; Mikton, C.; Jones, L.; Dunne, M.P. The Effect of Multiple Adverse Childhood Experiences on Health: A Systematic Review and Meta-Analysis. Lancet Public Health 2017, 2, e356–e366. [Google Scholar] [CrossRef] [PubMed]
- Danese, A.; McEwen, B.S. Adverse Childhood Experiences, Allostasis, Allostatic Load, and Age-Related Disease. Physiol. Behav. 2012, 106, 29–39. [Google Scholar] [CrossRef] [PubMed]
- Cicchetti, D.; Rogosch, F.A. Equifinality and Multifinality in Developmental Psychopathology. Dev. Psychopathol. 1996, 8, 597–600. [Google Scholar] [CrossRef]
- Masten, A.S. Ordinary Magic: Resilience Processes in Development. Am. Psychol. 2001, 56, 227–238. [Google Scholar] [CrossRef] [PubMed]
- Bonanno, G.A. Loss, Trauma, and Human Resilience: Have We Underestimated the Human Capacity to Thrive after Extremely Aversive Events? Am. Psychol. 2004, 59, 20–28. [Google Scholar] [CrossRef] [PubMed]
- Rutter, M. Resilience as a Dynamic Concept. Dev. Psychopathol. 2012, 24, 335–344. [Google Scholar] [CrossRef] [PubMed]
- McEwen, B.S.; Gianaros, P.J. Central Role of the Brain in Stress and Adaptation: Links to Socioeconomic Status, Health, and Disease. Ann. N. Y. Acad. Sci. 2010, 1186, 190–222. [Google Scholar] [CrossRef] [PubMed]
- Antoine-Santoni, F.; Rossi, J.-L.; Devichi, C.; Syssau, A.; Ortoli, P.-M.; Yakhloufi, A.; Meradji, S.; Mannes, Y.; Marcelli, T.; Chatelon, F.-J.; et al. CP2DIMG: An Innovative Research Program Aimed at Preparing Firefighters and Police Officers to Manage Emotions and Stress in Operational Contexts. Fire 2024, 7, 188. [Google Scholar] [CrossRef]
- Antoine-Santoni, F.; Syssau, A.; Devichi, C.; Rossi, J.L.; Marcelli, T.; Chatelon, F.J.; Yakhloufi, A.; Ortoli, P.M.; Meradji, S.; Rossi, L.; et al. Emotional Induction Among Firefighters Using Audiovisual Stimuli: An Experimental Study. Fire 2025, 8, 111. [Google Scholar] [CrossRef]
- Schwabe, L.; Wolf, O.T. Stress-Induced Modulation of Instrumental Behavior: From Goal-Directed to Habitual Control of Action. Behav. Brain Res. 2011, 219, 321–328. [Google Scholar] [CrossRef] [PubMed]
- Bechara, A. Emotion, Decision Making and the Orbitofrontal Cortex. Cereb. Cortex 2000, 10, 295–307. [Google Scholar] [CrossRef] [PubMed]
- Damasio, A.R. Descartes’ Error: Emotion, Reason, and the Human Brain; Putnam Berkley Group: New York; Avon Books, 1994; ISBN 0-380-72647-5. [Google Scholar]
- Mather, M.; Sutherland, M.R. Arousal-Biased Competition in Perception and Memory. Perspect. Psychol. Sci. 2011, 6, 114–133. [Google Scholar] [CrossRef] [PubMed]
- Christianson, S.-Å. Emotional Stress and Eyewitness Memory: A Critical Review. Psychol. Bull. 1992, 112, 284–309. [Google Scholar] [CrossRef] [PubMed]
- Eysenck, M.W.; Derakshan, N.; Santos, R.; Calvo, M.G. Anxiety and Cognitive Performance: Attentional Control Theory. Emotion 2007, 7, 336–353. [Google Scholar] [CrossRef] [PubMed]
- Lazarus, R.S.; Folkman, S. Stress, Appraisal, and Coping; Library of Congress Cataloging in Publication, Ed.; Springer Publishing Company: New York, 1984. [Google Scholar]
- Norman, R.E.; Byambaa, M.; De, R.; Butchart, A.; Scott, J.; Vos, T. The Long-Term Health Consequences of Child Physical Abuse, Emotional Abuse, and Neglect: A Systematic Review and Meta-Analysis. PLoS Med. 2012, 9, e1001349. [Google Scholar] [CrossRef] [PubMed]
- Bonanno, G.A.; Westphal, M.; Mancini, A.D. Resilience to Loss and Potential Trauma. Annu. Rev. Clin. Psychol. 2011, 7, 511–535. [Google Scholar] [CrossRef] [PubMed]
- Ellis, B.J.; Del Giudice, M.; Dishion, T.J.; Figueredo, A.J.; Gray, P.; Griskevicius, V.; Hawley, P.H.; Jacobs, W.J.; James, J.; Volk, A.A.; et al. The Evolutionary Basis of Risky Adolescent Behavior: Implications for Science, Policy, and Practice. Dev. Psychol. 2012, 48, 598–623. [Google Scholar] [CrossRef] [PubMed]
- Del Giudice, M.; Ellis, B.J.; Shirtcliff, E.A. The Adaptive Calibration Model of Stress Responsivity. Neurosci. Biobehav. Rev. 2011, 35, 1562–1592. [Google Scholar] [CrossRef] [PubMed]
- Arnsten, A.F.T.; Goldman-Rakic, P.S. Noise Stress Impairs Prefrontal Cortical Cognitive Function in Monkeys. Arch. Gen. Psychiatry 1998, 55, 362–368. [Google Scholar] [CrossRef] [PubMed]
- Morgan, C.A.; Hazlett, G.; Wang, S.; Richardson, E.G.; Schnurr, P.; Southwick, S.M. Symptoms of Dissociation in Humans Experiencing Acute, Uncontrollable Stress: A Prospective Investigation. Am. J. Psychiatry 2001, 158, 1239–1247. [Google Scholar] [CrossRef] [PubMed]
- Anderson, C.A.; Bushman, B.J. Human Aggression. Annu. Rev. Psychol. 2002, 53, 27–51. [Google Scholar] [CrossRef] [PubMed]
- Blair, R.J.R. Neuroimaging of Psychopathy and Antisocial Behavior: A Targeted Review. Curr. Psychiatry Rep. 2010, 12, 76–82. [Google Scholar] [CrossRef] [PubMed]
- Litz, B.T.; Stein, N.; Delaney, E.; Lebowitz, L.; Nash, W.P.; Silva, C.; Maguen, S. Moral Injury and Moral Repair in War Veterans: A Preliminary Model and Intervention Strategy. Clin. Psychol. Rev. 2009, 29, 695–706. [Google Scholar] [CrossRef] [PubMed]
- Driskell, J.E.; Salas, E. Stress and Human Performance; Lawrence Erlbaum Associates, 1996; ISSN ISBN 0805811826. [Google Scholar]
- LeBlanc, V.R. The Effects of Acute Stress on Performance: Implications for Health Professions Education. Acad. Med. 2009, 84, S25–S33. [Google Scholar] [CrossRef] [PubMed]
- Nieuwenhuys, A.; Oudejans, R.R.D. Effects of Anxiety on Handgun Shooting Behavior of Police Officers: A Pilot Study. Anxiety Stress Coping 2010, 23, 225–233. [Google Scholar] [CrossRef] [PubMed]
- Kleinsmith, L.J.; Kaplan, S. Paired-Associate Learning as a Function of Arousal and Interpolated Interval. J. Exp. Psychol. 1963, 65, 190–193. [Google Scholar] [CrossRef] [PubMed]
- Hancock, P.A. A Dynamic Model of Stress and Sustained Attention. Hum. Factors J. Hum. Factors Ergon. Soc. 1989, 31, 519–537. [Google Scholar] [CrossRef] [PubMed]
- Adler, A.B.; Bliese, P.D.; McGurk, D.; Hoge, C.W.; Castro, C.A. Battlemind Debriefing and Battlemind Training as Early Interventions with Soldiers Returning from Iraq: Randomization by Platoon. J. Consult. Clin. Psychol. 2009, 77, 928–940. [Google Scholar] [CrossRef] [PubMed]
- Britt, T.W.; Shen, W.; Sinclair, R.R.; Grossman, M.R.; Klieger, D.M. How Much Do We Really Know About Employee Resilience? Ind. Organ. Psychol. 2016, 9, 378–404. [Google Scholar] [CrossRef]


| Dimension | Disorganization / Collapse | Threat-Neutralization Trajectory | Operational-Protective Trajectory |
| Emotional regulation | overwhelmed | partial / disinhibited | contained |
| Attention | fragmented | hyperfocused, rigid | prioritized, flexible |
| Inhibitory control | impaired | reduced | relatively preserved |
| Relationship to rules | normative breakdown | weak / instrumental | explicit / internalised |
| Dominant objective | immediate survival | rapid threat reduction | protected functional action |
| Integration of interpersonal and contextual information | relational disorganization | reduced integration | functional maintenance |
| Dependency on institutional structuring | low (overwhelmed regardless of framing) | moderate (drift increases under normative ambiguity) | high (sustained by clear normative framing) |
| Institutional compatibility | low | unstable; risk of normative drift | high |
| Main risks | withdrawal, disengagement | behavioural and ethical drift | chronic activation, rigidification |
| Transition risk (permeability) | prolonged withdrawal; possible shift to chronic dissociation | drift toward collapse if resources fail; stabilisation if framing tightens | drift toward neutralization under ambiguity; collapse under chronic load |
| Framework | Primary focus | Main limitation addressed by the present model |
| Stress-performance models | Acute cognitive and neurophysiological effects of stress | Limited integration of developmental trajectories and contextual variability |
| Resilience models | Protective adaptive processes and positive adjustment | Limited focus on operational decision-making under extreme constraint |
| Trauma and adversity models | Long-term vulnerability associated with early adversity | Limited analysis of contextual functional reorganization |
| Adaptive Calibration Model | Developmental calibration of stress responsivity systems | Limited integration of institutional and operational structuring |
| Present framework | Functional trajectories under extreme operational stress | Integrative articulation of developmental, cognitive, emotional, and institutional dimensions |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2026 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).