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Uncertainty and stress: Why it causes diseases and how it is mastered by the brain
Open accessAbstract
The term 'stress' - coined in 1936 - has many definitions, but until now has lacked a theoretical foundation. Here we present an information-theoretic approach - based on the 'free energy principle' - defining the essence of stress; namely, uncertainty. We address three questions: What is uncertainty? What does it do to us? What are our resources to master it? Mathematically speaking, uncertainty is entropy or 'expected surprise'. The 'free energy principle' rests upon the fact that self-organizing biological agents resist a tendency to disorder and must therefore minimize the entropy of their sensory states. Applied to our everyday life, this means that we feel uncertain, when we anticipate that outcomes will turn out to be something other than expected - and that we are unable to avoid surprise. As all cognitive systems strive to reduce their uncertainty about future outcomes, they face a critical constraint: Reducing uncertainty requires cerebral energy. The characteristic of the vertebrate brain to prioritize its own high energy is captured by the notion of the 'selfish brain'. Accordingly, in times of uncertainty, the selfish brain demands extra energy from the body. If, despite all this, the brain cannot reduce uncertainty, a persistent cerebral energy crisis may develop, burdening the individual by 'allostatic load' that contributes to systemic and brain malfunction (impaired memory, atherogenesis, diabetes and subsequent cardio- and cerebrovascular events). Based on the basic tenet that stress originates from uncertainty, we discuss the strategies our brain uses to avoid surprise and thereby resolve uncertainty.
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“Psychological and neural mechanisms through which uncertainty-inducing stressors elicit negative mental states, particularly anxiety, and may lead to psychopathology have been extensively described in the literature [31,35,36,57,119,120], and these models are broadly relevant in the present context.”
From Impact of Media-Induced Uncertainty on Mental Health: Narrative-Based Perspective. (2025) · cites this paper as [120]
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“While sustained vigilance represents the initial adaptive response under conditions of uncertainty [35,120], it can develop into hypervigilance, that is, increased attention to threatening or potentially threatening stimuli.”
From Impact of Media-Induced Uncertainty on Mental Health: Narrative-Based Perspective. (2025) · cites this paper as [120]
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Citations
Cites
A Mathematical Theory of Communication
Shannon, C. E. (1948) · Bell System Technical Journal · doi:10.1002/j.1538-7305.1948.tb01338.x · Cited by 88,486
On Information and Sufficiency
Kullback, S., & Leibler, R. A. (1951) · The Annals of Mathematical Statistics · doi:10.1214/aoms/1177729694 · Cited by 20,193 · cited 1×
“From a theoretical perspective, the difference between attainable states and goal states can be formalized by the so-called ‘Kullback Leibler (KL) divergence’ (Kullback and Leibler, 1951).”
The free-energy principle: a unified brain theory?
Friston, K. (2010) · Nature Reviews Neuroscience · doi:10.1038/nrn2787 · Cited by 8,120 · cited 1×
“How exactly these procedures are executed is one of the most fascinating questions in neuroscience (Friston, 2010).”
Self-citationDistributed hierarchical processing in the primate cerebral cortex
Felleman, D. J., & Van Essen, D. C. (1991) · Cerebral Cortex · doi:10.1093/cercor/1.1.1 · Cited by 7,783 · cited 1×
“The brain’s architecture is hierarchically organized (Felleman and Van, 1991).”
Protective and Damaging Effects of Stress Mediators
McEwen, B. S. (1998) · New England Journal of Medicine · doi:10.1056/nejm199801153380307 · Cited by 6,733 · cited 4×
“All of these long-lasting effects of persistently activated stress reactions are called ‘allostatic load’ (McEwen, 1998).”
InfluentialSelf-citationRao, R. P. N., & Ballard, D. H. (1999) · Nature Neuroscience · doi:10.1038/4580 · Cited by 5,483 · cited 1×
“It has been shown that both perceptual inference and learning can be described as a minimization of free energy or the suppression of prediction errors (Friston, 2005; Rao and Ballard, 1999).”
Physiology and neurobiology of stress and adaptation: central role of the brain
McEwen, B. S. (2007) · Physiological Reviews · doi:10.1152/physrev.00041.2006 · Cited by 5,429 · cited 3×
“In the short run, increased vigilance or anxiety in a hostile environment may be adaptive; however, when the danger passes and the behavioral state and the changes in neural circuitry become chronic, which get ‘stuck’, such maladaptation may require an external intervention to get it ‘unstuck’, as is the case for chro…”
Self-citationA theory of cortical responses.
Friston, K. (2005) · Philosophical Transactions of the Royal Society B: Biological Sciences · doi:10.1098/rstb.2005.1622 · Cited by 4,578 · cited 1×
“It has been shown that both perceptual inference and learning can be described as a minimization of free energy or the suppression of prediction errors (Friston, 2005; Rao and Ballard, 1999).”
Self-citationAston-Jones, G., & Cohen, J. D. (2005) · Annual Review of Neuroscience · doi:10.1146/annurev.neuro.28.061604.135709 · Cited by 4,472 · cited 3×
“In this mode, LC projections to cortical areas lead to enhancement of only the few parts of the cortex involved in a specific task (Aston-Jones and Cohen, 2005; Berridge and Waterhouse, 2003).”
Hemodynamic shear stress and its role in atherosclerosis
Malek, A. M. (1999) · JAMA · doi:10.1001/jama.282.21.2035 · Cited by 3,650 · cited 1×
“, 1983) – particularly at branching sites of the blood vessel system (Malek et al., 1999).”
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“Mathematically, uncertainty is defined as entropy, or “expected surprise,” and it disrupts our ability to respond to future events, leading to anxiety or even fear (Peters et al., 2017; Grupe & Nitschke, 2013).”
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“Conversely, the processing demands that come with selective attention and boosting sensory precision during uncertainty are metabolically expensive (Peters et al., 2017).”
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Ivanov, I., & Schwartz, J. (2018) · Acta Psychopathologica · doi:10.4172/2469-6676.100180 · Cited by 3
Шаменко, В. О., Kadzharian, Y. V., & Абрамов, А. В. (2019) · Pathologia · doi:10.14739/2310-1237.2019.3.188834 · Cited by 4
“The physiological significance of HPA in adaptation mechanisms is determined by the key role of glucocorticoids, which can influence on neuronal plasticity using genomic and non-genomic effects [2,21].”
BackgroundMash, H. B. H., Fullerton, C. S., & Ursano, R. J. (2020) · Disaster Medicine and Public Health Preparedness · doi:10.1017/dmp.2020.285 · Cited by 3
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Garcia, L. O. R., Silva, R., & Moreira, R. F. (2021) · Research Society and Development · doi:10.33448/rsd-v10i3.13485 · Cited by 3
Vicens, P., Heredia, L., Bustamante, E., Albert, Y. P., Domingo, J. L., & Torrente, M. (2021) · PLoS ONE · doi:10.1371/journal.pone.0249058 · Cited by 4
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“The role of uncertainty in cognition has been investigated under different assumptions and frameworks (Grupe and Nitschke, 2013; Hasson, 2017; Peters et al., 2017; Mukherjee et al., 2021; Walker et al., 2021).”
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BackgroundRababa'h, S. Y., Alzoubi, K. H., Hammad, H. M., Alquraan, L. T., & Rababa’h, A. M. (2022) · CNS & Neurological Disorders - Drug Targets · doi:10.2174/1871527322666221005130026 · Cited by 3
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“One may speculate that uncertainty causes stress [64,65] that, in turn, may contribute to acute symptoms of IBD [66] and further impairment of HRQoL.”
BackgroundJohnson, D. J., Ho, W., Uddin, B., Tetteh-Quarshie, S., & Morriss, J. (2023) · Collabra Psychology · doi:10.1525/collabra.74822 · Cited by 4
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“Recently, nonlinear measures have been developed to further the understanding of the human brain’s inherent chaos [28].”
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Xue, R., Chai, H., & Fu, W. (2024) · SAGE Open · doi:10.1177/21582440241267040 · Cited by 5
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Ayala‐Grosso, C. A., Torrico, F., Ledezma-Ruiz, M., & Busolo-Pons, M. (2020) · Journal of Alzheimer s Disease · doi:10.3233/jad-200886 · Cited by 4
“S300 C. Ayala-Grosso et al. / Cortisol Dynamic Range Is Associated with Perception of Unsafety Surroundings blood, infection or toxin challenging, trauma) or external surroundings (working environment, disordered or chaotic neighborhood, discrimination, social defeat) [1].”
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Guo, C. C.-G., He, T., Grandjean, J., & Homberg, J. R. (2021) · Translational Psychiatry · doi:10.1038/s41398-020-01162-0 · Cited by 3
Kolnes, L.-J. (2021) · Physical Therapy · doi:10.1093/ptj/pzab242 · Cited by 3
Ho, S.-H. S., Nakamura, Y., & Swain, J. E. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1099800 · Cited by 4
“If an active inference engine fails to maintain the strong coupling in a dyadic interaction, the surprise, which is proportional to the stress perceived by an active inference engine (Peters et al., 2017), will become excessive and, therefore, harmful to the dyad (Ho et al.”
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Pollak, S. D., & Wolfe, B. L. (2020) · National Bureau of Economic Research · doi:10.3386/w26842 · Cited by 3
Morriss, J., Wake, S. J., elizabeth, C., & van Reekum, C. M. (2021) · PsyArXiv (OSF Preprints) · doi:10.31234/osf.io/nrqv6 · Cited by 7
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Chernukha, I. M., Vasilevskaya, E. R., Klimina, K. M., Yunes, R. А., Kupaeva, N. V., Сергеевна, Т. Г., Kibitkina, A. A., Даниленко, В. Н., Karabanov, S. Y., & Fedulova, L. (2023) · Veterinary World · doi:10.14202/vetworld.2023.929-938 · Cited by 2
Park, C. L., Kim, D., Russell, B. S., & Fendrich, M. (2024) · Journal of Mental Health · doi:10.1080/09638237.2024.2426978 · Cited by 2
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Biagi, N., Byrne, P., & Morriss, J. (2025) · Frontiers in Psychology · doi:10.3389/fpsyg.2025.1469701 · Cited by 3
“It is well established that both animals and humans are driven to identify and seek out information in their environment, in order to reduce or resolve uncertainty (Peters et al., 2017).”
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Ernst, M., Petersen, J., Krakau, L., Reinwarth, A. C., Hettich-Damm, N., Hartmann, A., Wild, P. S., Münzel, T. F., Urschitz, M. S., Lackner, K. J., et al. (2025) · Journal of Affective Disorders · doi:10.1016/j.jad.2025.120907 · Cited by 2
MirzaeiGhazi, S., & Tjøstheim, T. A. (2026) · Journal for the Theory of Social Behaviour · doi:10.1111/jtsb.70027 · Cited by 2
Gucciardi, D., Crane, M. F., Riddell, H., & Mansell, W. (2026) · Health Psychology Review · doi:10.1080/17437199.2026.2619026 · Cited by 3
“…are poorly modelled by the system (novel) or implicate high-stakes goals such as safety, identity, or social belonging (critical) because either condition increases the magnitude or persistence of error (Gray et al., 2017; Morgeson et al., 2015; Peters et al., 2017; Smith et al., 2017).”
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Badcock, P. B., & Friston, K. J. (2023) · Neuropsychoanalysis · doi:10.1080/15294145.2023.2262471 · Cited by 2
“Negatively valenced states are usually associated with increases in uncertainty (Badcock et al., 2017; Linson et al., 2020; Lyndon & Corlett, 2020; Peters et al., 2017).”
Self-citationThe Impact of COVID-19 Visitor Restrictions on Clinical Cancer Nurses
O’Dea, A., Caulfield, R., & Roche, M. A. (2023) · Seminars in Oncology Nursing · doi:10.1016/j.soncn.2023.151530 · Cited by 2
Solymosi, T., & Schulkin, J. A. (2024) · European Journal of Pragmatism and American Philosophy · doi:10.4000/11p54 · Cited by 2
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Saylık, R., Uysal, B., Williams, A. L., & Murphy, R. A. (2025) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2025.1527081 · Cited by 2
“…of predictive relationships between cue and outcome, represent a form of uncertainty that may elicit stress and demand significant cognitive and neural resources (Behrens et al., 2007; Le Pelley et al., 2010; Murphy et al., 2011; Matute et al., 2015; Peters et al., 2017; Stolyarova et al., 2019).”
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“Stress is thought to stem from uncertainty when unexpected sensations challenge an organism’s sense of safety [22].”
A computational account of joint SSRI and anti-inflammatory treatment
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Self-citationDecision-making balance in suicide: an active inference account
Krupnik, V. (2025) · Cognitive Neuropsychiatry · doi:10.1080/13546805.2025.2504604 · Cited by 2
“In case of living systems, it means maintaining the organism close to its homeostasis, that is, within its allostatic range (Peters et al., 2017; Sterling, 2012).”
Ptasczynski, L. E., Haller, E., Küttner, A., Schöniger, K., Herrmann, R., Selle, J., Uhlig, M., Andreev, J., Fleischer, L., Brunner, L. M., et al. (2025) · Social Science & Medicine · doi:10.1016/j.socscimed.2025.118359 · Cited by 2
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“Many of the questions in these tools reflect the patients’ perceptions about uncertainty and their lack of control over their symptoms and related QOL, which is commonly associated with acne-related stress and anxiety [18, 19].”
BackgroundObesity and Type 2 Diabetes Mellitus Explained by the Free Energy Principle
Peters, A., Hartwig, M., & Spiller, T. R. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.931701 · Cited by 2
Self-citationClanton, S. T., Li, X., Sizer, C., & Goldberg, G. (2019) · Elsevier eBooks · doi:10.1016/b978-0-323-65384-8.00015-8 · Cited by 2
Introduction to the thematic issue on stress, pain and the brain
Goldberg, G., Eapen, B. C., & Kamen, L. B. (2020) · Neurorehabilitation · doi:10.3233/nre-200003 · Cited by 2
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Health uncertainty among healthcare workers during the COVID-19 pandemic
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“[11–13] According to empirically supported cognitive-behavioral models of health anxiety, situations that involve novelty, uncontrollability, or unpredictability are known to trigger uncertainty, which the brain attempts to resolve by making assumptions.[14] When conditions are stressful, these assumptions tend to cha…”
Huppert, J. (2021) · Reference Module in Neuroscience and Biobehavioral Psychology · doi:10.1016/b978-0-12-818697-8.00226-0
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“Neuropsychologically speaking, uncertainty results in a stress response aiming at finding a strategy to safeguard one’s future well-being.(12,13) When acute stress responses cannot solve the state of uncertainty, the situation may become chronic persistently activitating neuroendocrine, cardiovascular, neuroenergetic,…”
BackgroundFactor structure and psychometric properties of the german version chronic uncertainty scale (CU-20)
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“Discussion Reemphasizing Heraclitus’s view that “nothing is more constant than change” [1], uncertainty is ubiquitous and might threaten psychological health and well-being if it becomes chronic and cannot be coped with efficiently [68, 69].”
BackgroundIlluminating the Neuroscience of Decision-making Through the Dark Night of John of the Cross
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Fox, S. (2021) · Entropy · doi:10.3390/e23091155 · Cited by 2
“When there is minimal information gap, any prediction errors will be within the range of expected difference from preferred sensory inputs, and stress will be minimal [29,30].”
BackgroundInfluentialBhatnagar, S., Corbett, B. F., Urban, K. R., Luz, S., Arner, J., & Yan, J. (2022) · Research Square · doi:10.21203/rs.3.rs-1501873/v1 · Cited by 2
Kapfhammer, H. (2022) · Springer eBooks · doi:10.1007/978-3-662-65873-4_1 · Cited by 1
McNaughton, D. T., Roseen, E. J., Downie, A., Jenkins, H. J., Øverås, C. K., Young, J. J., Fink, H. A., Stone, K. L., Cawthon, P. M., & Hartvigsen, J. (2023) · European Journal of Pain · doi:10.1002/ejp.2174 · Cited by 1
“…the pain experience have been hypothesized to be related to increased activation of the hypothalamic– pituitary– adrenal axis (Nees et al., 2019), alteration and dysregulation to interoceptive processes (Peters et al., 2017) and changes to emotion regulation strategies (Stroebe et al., 2007).”
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Atkinson, L. R., Khoury, J. E., Jamieson, B., Nofech‐Mozes, J., & González, A. (2024) · Springer eBooks · doi:10.1007/978-3-031-48627-2_12 · Cited by 2
Xia, J., Wu, L., Yan, B., Pan, J., Fang, L., Zhu, W., & Chen, L. (2024) · BMJ Open · doi:10.1136/bmjopen-2023-078198 · Cited by 2
Ghassabei, S., Afifi, W. A., Afifi, T. D., & Petrowski, K. (2024) · BMC Psychology · doi:10.1186/s40359-024-02206-6 · Cited by 1
“If uncertainty cannot be coped effectively, it can become chronic [12] and contribute to mental [3, 25, 26].”
Sensitive children’s attention and emotional response to student-teacher interactions
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“Being able to correctly interpret what will happen next (i.e., decrease the levels of uncertainty; Peters et al., 2017) by placing a longer attentional focus on the teacher compared to what happens around her can help the child feel less distressed by a potentially threatening situa-Table tion…”
Tsai, Y. J., Chen, C. C., Hsu, Y. Y., & Chen, C. C. (2025) · BMC Pregnancy and Childbirth · doi:10.1186/s12884-024-07078-7 · Cited by 3
“When individuals feel threatened by physical changes, they may find themselves facing a lot of uncertainty, which can lead to stress [14].”
Moreno, A., & Coughlan, A. U. (2025) · Revista Mexicana de Opinión Pública · doi:10.22201/fcpys.24484911e.2025.38.90089 · Cited by 1
Dolberg, P., Lev, S., & Kagan, M. (2025) · Family Relations · doi:10.1111/fare.70025 · Cited by 1
Kim, D.-W., Lee, J., Lee, I.-H., & Lee, K.-J. (2025) · Annals of Occupational and Environmental Medicine · doi:10.35371/aoem.2025.37.e33 · Cited by 1
“18 In the 6th Work Environment Survey, psychological health issues were investigated in terms of depression, anxiety, and fatigue.”
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Nettle, D., Chevallier, C., Pickett, K. E., Johnson, M., Johnson, E., & Melissa Bateson, B. (2025) · SSM - Population Health · doi:10.1016/j.ssmph.2025.101869 · Cited by 1
“Uncertainty generates psychological stress (Berker et al., 2016; Peters et al., 2017), which is closely linked to poor mental and physical health.”
Jolly, D., Puckett, J. A., SturtzSreetharan, C., Armstrong, S. E., Hope, D. A., Mocarski, R. A., Juster, R., & DuBois, L. Z. (2025) · American Journal of Biological Anthropology · doi:10.1002/ajpa.70183 · Cited by 1
“Others have found uncertainty affects health (Greco and Roger 2003; Peters et al. 2017).”
Su, H., Liu, D., Zhang, L., Zhou, Y., Wang, H., & Li, Q. (2026) · Psychology Health & Medicine · doi:10.1080/13548506.2025.2591010 · Cited by 1
Minelli, A. (2026) · Brain Behavior and Immunity Integrative · doi:10.1016/j.bbii.2026.100158 · Cited by 1
Causal thinking in physiology: A search for vertically organizing principles
Frasch, M. G. (2026) · The Journal of Physiology · doi:10.1113/jp290762 · Cited by 3
“The principles of prediction, inference, and action apply equally to a cell maintaining metabolic homeostasis and an organism navigating a complex environment.”
Pan, Y., Liu, Y., Tang, R., Chang, M., Li, Y., & You, X. (2026) · International Journal of Industrial Ergonomics · doi:10.1016/j.ergon.2026.104010 · Cited by 1
Chasen, M. R., Bhargava, R., & Goldberg, G. (2018) · Elsevier eBooks · doi:10.1016/b978-0-323-54829-8.00015-9 · Cited by 1
YUNCU, E. N., Yurcu, G., & Akıncı, Z. (2020) · Journal of Recreation and Tourism Research · doi:10.31771/jrtr.2020.59 · Cited by 1
“Stress can arise from the threatening and challenging conditions of the external environment, as well as the way an individual views the environment and interprets the information coming from the external environment (Ramasubramanian, 2017, p.309; Peters et al., 2017, p.165).”
BackgroundSurprise Acts as a Reducer of Outcome Value in Human Reinforcement Learning
Sumiya, M., & Katahira, K. (2020) · Frontiers in Neuroscience · doi:10.3389/fnins.2020.00852 · Cited by 1
“Some researchers using this theory have proposed that surprise affects the reward value of a decision outcome (Peters et al., 2017; Van de Cruys, 2017; Friston, 2018).”
BackgroundExposure to Negative Life Events and Parental Subjective Evaluations of Stress: A Meta-Analysis
Gauthier-Légaré, A., Tarabulsy, G. M., Ouellet, G., Gagné, L.-M., & Langlois, É. (2022) · Journal of Child and Family Studies · doi:10.1007/s10826-022-02299-w · Cited by 1
“Greater levels of stress are considered to be at the heart of numerous problems in adjustment if they are frequent or chronic (Fink, 2009; Peters et al., 2017) and during parenthood, stress is an important correlate and precursor of different aspects of parenting behaviors and, subsequently, child…”
BackgroundDevakumar, D., & Issa, R. (2022) · The Lancet · doi:10.1016/s0140-6736(22)00827-3 · Cited by 1
Productive teaming under uncertainty: when a human and a machine classify objects together
Rother, A., Notni, G., Hasse, A., Noack, B., Beyer, C., Reißmann, J., Zhang, C., Ragni, M., Arlinghaus, J. C., & Spiliopoulou, M. (2023) · IEEE Workshop on Advanced Robotics and its Social Impacts (ARSO) · doi:10.1109/arso56563.2023.10187430 · Cited by 1
“While it is tempting to capitalize upon the findings on the correlation between uncertainty and stress [22], we must keep in mind that an industrial setting offers more sources of stress than uncertainty.”
BackgroundTomes, C. D., Canetti, E. F. D., Schram, B. L., & Orr, R. M. (2023) · Healthcare · doi:10.3390/healthcare11192677 · Cited by 1
Neuropragmatism, Neuropsychoanalysis, Therapeutic Trends, and the Care Crisis
Solymosi, T. (2023) · European Journal of Pragmatism and American Philosophy · doi:10.4000/ejpap.3590 · Cited by 2
StrEx: Towards a Modulator of Stressful Experience in Virtual Reality Games
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“Adapting video games solely based on in-game performance may not be sufficient, as players have individual goals, personalities, skills, and emotional/cognitive competencies [6].”
BackgroundEarly life stress, literacy and dyslexia: an evolutionary perspective
Kershner, J. R. (2024) · Brain Structure and Function · doi:10.1007/s00429-024-02766-8 · Cited by 2
“And third, the release of NE throughout the brain modulates the disbursement of GABA and glutamate, the brain’s primary inhibitory and excitatory neurotransmitters (Peters et al. 2017).”
BackgroundGao, Y., Fan, M., Li, Y., Zhao, S., Chen, W., Zhang, D., & Zheng, X.-F. (2024) · Psychology Research and Behavior Management · doi:10.2147/prbm.s447426 · Cited by 2
“20 Grupe and Nitschke 18 found that participants tended to link uncertain expectations with aversive outcomes.”
BackgroundDemateis, M., Llull, D. M., & Castañeiras, C. E. (2024) · Revista de Psicopatología y Psicología Clínica · doi:10.5944/rppc.37453 · Cited by 3
Cocco, R., Sechi, S., Rizzo, M., Arrigo, F., Giannetto, C., Piccione, G. G., & Arfuso, F. (2024) · Animals · doi:10.3390/ani14162354 · Cited by 1
“On the one hand, the response activated following a stressful event is positive for the organism, as it can be adaptive, leading to beneficial modification to brain regions supporting learning [6]; on the other hand, it could be maladaptive, causing welfare impairments and psychopathologies [6,7].”
BackgroundInfluentialUnethical Conduct Under Uncertainty: A Fear-Based Perspective
Pustovit, S., Hetrick, A. L., & Darden, T. R. (2025) · Journal of risk and financial management · doi:10.3390/jrfm18020103 · Cited by 2
Temporal patterns in the complexity of child-directed song lyrics reflect their functions
Labendzki, P., Goupil, L., & Wass, S. V. (2025) · Communications Psychology · doi:10.1038/s44271-025-00219-4 · Cited by 1
“These two needs (predictability and complexity), which are fundamental and antagonist, are essential to enable learners to reduce their uncertaintybycreatingmodelsoftheirenvironmentinordertomakefuture predictions 20 – 23 , but also aid effective communication and cooperation 24 – 27 .”
Putting Everything Together: Integrated Models and Pathological Aspects of Symptom Perception
Köteles, F. (2021) · Springer eBooks · doi:10.1007/978-3-030-63201-4_7 · Cited by 1
Chien, J., Hung, I., Goh, J. O. S., Kuo, L., & Chang, W. (2022) · Human Brain Mapping · doi:10.1002/hbm.25963
“Indeed, uncertainty or risk is thought to be an aversive mental state in the brain (Peters et al., 2017) and social uncertainty particularly so (FeldmanHall & Shenhav, 2019; Merkin, 2006).”
BackgroundSela, S., Miehl, C., Huygelier, H., Oren‐Suissa, M., Gjorgjieva, J., & Gillebert, C. R. (2022) · European Journal of Neuroscience · doi:10.1111/ejn.15797 · Cited by 1
“This disruption of the continuity of the mentee ’ s work has made it hard to plan and execute research projects, negatively affecting motivation and increasing stress (Peters et al., 2017).”
Background
Metadata
- Authors
- Peters, A., McEwen, B. S., & Friston, K.
- Affiliations
- University of Lübeck (DE)
- Rockefeller University (US)
- Wellcome Centre for Human Neuroimaging (GB)
- Corresponding author
- Peters, Achim
- Venue
- Progress in Neurobiology
- Publisher
- Elsevier BV
- Published
- 2017-09
- Volume
- 156
- Pages
- 164-188
- ISSN
- 0301-0082 (ISSN-L)
- OpenAlex
- W2618517468
- Cited by
- 652
- References
- 216
- Citations by year
- 2026: 53 · 2025: 65 · 2024: 82 · 2023: 90 · 2022: 97 · 2021: 103 · 2020: 74 · 2019: 48 · 2018: 32 · 2017: 8
- FWCI
- 4.96
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Progress in Neurobiology (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- UCL Discovery (University College London) (submittedVersion)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Embodied and Extended Cognition
- Life Sciences › Neuroscience › Behavioral Neuroscience › Stress Responses and Cortisol
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory and Neural Mechanisms
- Keywords
- uncertainty, stress, free energy principle, information theory, entropy (information theory), surprise, brain energy metabolism, allostasis, allostatic load
- MeSH terms
- Animals, Brain, Diabetes Mellitus, Humans, Memory Disorders, Stress, Psychological, Uncertainty, Atherosclerosis
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