Dynamics of pleasure-displeasure at the limit of exercise tolerance: conceptualizing the sense of exertional physical fatigue as an affective response
Abstract
The search for variables involved in the regulation and termination of exercise performance has led to integrative models that attribute a central role to the brain and utilize an array of psychological terms (e.g., sensation, perception, discomfort, tolerance). We propose that theorizing about exercise regulation would benefit by establishing crossdisciplinary bridges to research fields, such as affective psychology and neuroscience, in which changes along the dimension of pleasure-displeasure are considered the main channel via which homeostatic perturbations enter consciousness and dictate corrective action (slowing down or stopping). We hypothesized that ratings of pleasure-displeasure would respond to the severity of homeostatic perturbation and would be related to time-to-exhaustion during exercise performed at an unsustainable intensity. In a within-subjects experiment (N=15, 13 men and 2 women, age 23.4±2.2 y; peak oxygen uptake 46.0±8.0 ml·kg−1·min−1), we compared the slope of ratings of pleasure-displeasure (acquired every one min) during cycling exercise at a power output 10% above critical power until volitional termination under glycogen-loaded and glycogen-depleted conditions. As hypothesized, ratings of pleasure-displeasure declined more steeply under glycogen depletion (p=0.009, d=0.70) and correlated closely with time-to-exhaustion under both glycogen-loaded (r=0.85; p<.001) and glycogen-depleted conditions (r=0.83; p<.001). We conclude that in exercise, as in other domains, changes in pleasure-displeasure may be the main channel via which homeostatic perturbations enter consciousness. This proposal may have important implications for conceptualizing and identifying the neurobiological mechanisms of the sense of exertional physical fatigue.
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Individual differences in reward sensitivity likely explain part of the observed heterogeneity in intermediate, positive consequences of PA (e.g., improved mood or fitness), which have been associated with the self-reinforcing nature of habitual PA and maintenance.
“In addition, individual differences in reward sensitivity likely explain part of the observed heterogeneity in intermediate, positive consequences of PA (e.g., improved mood or fitness), which have been associated with the self-reinforcing nature of habitual PA and maintenance (74).”
From The Role of Exercise in Management of Mental Health Disorders: An Integrative Review (2021) · cites this paper as [74]
Cites
Psychophysical bases of perceived exertion
BORG, G. A. V. (1982) · Medicine & Science in Sports & Exercise · doi:10.1249/00005768-198205000-00012 · Cited by 16,580 · see citing works
(2014) · Medical Entomology and Zoology · Cited by 9,400 · see citing works
How do you feel? Interoception: The sense of the physiological condition of the body
Craig, A. D. (2002) · Nature Reviews Neuroscience · doi:10.1038/nrn894 · Cited by 6,006 · see citing works
The Integrative Action of the Nervous System.
Sherrington, C. (1907) · The Journal of Nervous and Mental Disease · doi:10.1097/00005053-190734120-00021 · Cited by 4,136 · see citing works
Spinal and Supraspinal Factors in Human Muscle Fatigue
Gandevia, S. C. (2001) · Physiological Reviews · doi:10.1152/physrev.2001.81.4.1725 · Cited by 3,659 · see citing works
Borg's Perceived Exertion and Pain Scales
Borg, G. A. V. (1998) · Cited by 3,366 · see citing works
Stress signalling pathways that impair prefrontal cortex structure and function
Arnsten, A. F. T. (2009) · Nature Reviews Neuroscience · doi:10.1038/nrn2648 · Cited by 3,299 · see citing works
Borg's Perceived Exertion and Pain Scales
Heath, E. M. (1998) · Medicine & Science in Sports & Exercise · doi:10.1249/00005768-199809000-00018 · Cited by 3,049 · see citing works
The brain basis of emotion: a meta-analytic review
Lindquist, K. A., Wager, T. D., Kober, H., Bliss-Moreau, E., & Barrett, L. F. (2012) · Behavioral and Brain Sciences · doi:10.1017/s0140525x11000446 · Cited by 2,320 · cited 4× · see citing works
“If the sense of exertional physical fatigue represents a primordial affective response, this would imply that it should engage the same – extensively studied – brain mechanisms (e.g. Etkin et al., 2015; Lindquist et al., 2012; Pessoa, 2017).”
BackgroundInfluentialThe Integrative Action of the Nervous System
Smith, W. (1907) · Nature · doi:10.1038/076122a0 · Cited by 2,082 · see citing works
Endurance running and the evolution of Homo
Bramble, D. M., & Lieberman, D. E. (2004) · Nature · doi:10.1038/nature03052 · Cited by 1,748 · see citing works
Diet, muscle glycogen and physical performance.
Bergström, J., Hermansen, L., Hultman, E., & Saltin, B. (1967) · Acta Physiologica Scandinavica · doi:10.1111/j.1748-1716.1967.tb03720.x · Cited by 1,740 · cited 1× · see citing works
“Glycogen depletion is known to result in shorter tLIM (Bergström et al., 1967; Gollnick et al., 1974; Miura et al., 2000).”
BackgroundBerridge, K. C., & Kringelbach, M. L. (2015) · Neuron · doi:10.1016/j.neuron.2015.02.018 · Cited by 1,730 · see citing works
Not what, but how one feels: the measurement of affect during exercise
Hardy, C. J., & Rejeski, W. J. (1989) · Journal of Sport and Exercise Psychology · doi:10.1123/jsep.11.3.304 · Cited by 1,607 · see citing works
Acsm's Guidelines for Exercise Testing and Prescription
Acsm (2017) · Cited by 1,452 · see citing works
Fatigue in neurological disorders
Chaudhuri, A., & Behan, P. O. (2004) · The Lancet · doi:10.1016/s0140-6736(04)15794-2 · Cited by 1,297 · see citing works
Cognitive Neuroscience of Emotion
(1999) · doi:10.1093/oso/9780195118889.001.0001 · Cited by 1,288 · see citing works
The nature of feelings: evolutionary and neurobiological origins
Damasio, A., & Carvalho, G. B. (2013) · Nature Reviews Neuroscience · doi:10.1038/nrn3403 · Cited by 1,280 · cited 2× · see citing works
“Given that body states are necessarily valenced – they are either good or bad from the point of view of homeostasis – feelings are powerful proxies of ongoing biological value and natural guides of adaptive behavior (Damasio and Carvalho, 2013, p. 145).”
BackgroundCannon, W. B. (1932) · The American Journal of the Medical Sciences · doi:10.1097/00000441-193212000-00028 · Cited by 1,259 · see citing works
The neural bases of emotion regulation
Etkin, A., Büchel, C., & Gross, J. J. (2015) · Nature Reviews Neuroscience · doi:10.1038/nrn4044 · Cited by 1,244 · see citing works
Ekkekakis, P., Parfitt, G., & Petruzzello, S. J. (2011) · Sports Medicine · doi:10.2165/11590680-000000000-00000 · Cited by 1,215 · see citing works
Parameters of ventilatory and gas exchange dynamics during exercise
Whipp, B. J., Ward, S. A., Lamarra, N., Davis, J. A., & Wasserman, K. (1982) · Journal of Applied Physiology · doi:10.1152/jappl.1982.52.6.1506 · Cited by 654 · see citing works
Gollnick, P. D., Piehl, K., & Saltin, B. (1974) · The Journal of Physiology · doi:10.1113/jphysiol.1974.sp010639 · Cited by 643 · see citing works
Pleasure and displeasure from the body: perspectives from exercise
Ekkekakis, P. (2003) · Cognition and Emotion · doi:10.1080/02699930302292 · Cited by 619 · cited 1× · see citing works
“According to the dual-mode theory (DMT) of affective responses to exercise (Ekkekakis, 2003, 2009a), at exercise intensities exceeding the CP, all or nearly all individuals are expected to report declines in pleasure.”
BackgroundPleasure: the common currency.
Cabanac, M. (1992) · Journal of Theoretical Biology · doi:10.1016/s0022-5193(05)80594-6 · Cited by 589 · see citing works
Critical power as a measure of physical work capacity and anaerobic threshold
MORITANI, T., Nagata, A., DEVRIES, H. A., & Muro, M. (1981) · Ergonomics · doi:10.1080/00140138108924856 · Cited by 578 · see citing works
Critical Power: Implications for Determination of V˙O2max and Exercise Tolerance
JONES, A. M., Vanhatalo, A., Burnley, M., Morton, R. H., & Poole, D. C. (2010) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0b013e3181d9cf7f · Cited by 551 · see citing works
Neural Contributions to Muscle Fatigue
Taylor, J. L., Amann, M., Duchateau, J., MEEUSEN, R. R., & Rice, C. L. (2016) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0000000000000923 · Cited by 546 · see citing works
A Network Model of the Emotional Brain
Pessoa, L. (2017) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2017.03.002 · Cited by 526 · see citing works
Noakes, T. D. (2012) · Frontiers in Physiology · doi:10.3389/fphys.2012.00082 · Cited by 512 · see citing works
Criteria for Determination of Maximal Oxygen Uptake
Midgley, A. W., McNaughton, L. R., Polman, R. C. J., & Marchant, D. (2007) · Sports Medicine · doi:10.2165/00007256-200737120-00002 · Cited by 471 · see citing works
Oxygen uptake kinetics as a determinant of sports performance
Burnley, M., & JONES, A. M. (2007) · European Journal of Sport Science · doi:10.1080/17461390701456148 · Cited by 468 · see citing works
Borg, G. A. V., Ljunggren, G., & Ceci, R. L. (1985) · European Journal of Applied Physiology · doi:10.1007/bf02337176 · Cited by 448 · see citing works
Influence of muscle fiber type and pedal frequency on oxygen uptake kinetics of heavy exercise
Barstow, T. J., JONES, A. M., Nguyen, P. H., & Casaburi, R. H. (1996) · Journal of Applied Physiology · doi:10.1152/jappl.1996.81.4.1642 · Cited by 443 · see citing works
Emotion and Decision Making: Multiple Modulatory Neural Circuits
Phelps, E. A., Lempert, K. M., & Sokol‐Hessner, P. (2014) · Annual Review of Neuroscience · doi:10.1146/annurev-neuro-071013-014119 · Cited by 437 · see citing works
Ekkekakis, P., Hall, E. E., & Petruzzello, S. J. (2008) · Annals of Behavioral Medicine · doi:10.1007/s12160-008-9025-z · Cited by 429 · see citing works
Dynamics of pulmonary gas exchange and heart rate changes at start and end of exercise.
Linnarsson, D. (1974) · PubMed · Cited by 409 · see citing works
The Psychological construction of emotion
(2015) · Choice Reviews Online · doi:10.5860/choice.189951 · Cited by 394 · see citing works
Panteleimon Ekkekakis, A., Hall, E. E., & Petruzzello, S. J. (2005) · Journal of Sports Sciences · doi:10.1080/02640410400021492 · Cited by 375 · see citing works
Determination of Critical Power Using a 3-min All-out Cycling Test
Vanhatalo, A., Doust, J. H., & Burnley, M. (2007) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0b013e31802dd3e6 · Cited by 357 · see citing works
Slow Component of V˙O2 Kinetics: Mechanistic Bases and Practical Applications
JONES, A. M., GRASSI, B., CHRISTENSEN, P. M., KRUSTRUP, P., BANGSBO, J., & POOLE, D. C. (2011) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0b013e31821fcfc1 · Cited by 353 · see citing works
Oxygen Uptake Kinetics in Sport, Exercise and Medicine
Jones, A. M., & Poole, D. C. (2013) · doi:10.4324/9780203613771 · Cited by 342 · see citing works
Rooks, C. R., Thom, N. J., McCully, K. K., & Dishman, R. K. (2010) · Progress in Neurobiology · doi:10.1016/j.pneurobio.2010.06.002 · Cited by 326 · see citing works
Development and Validity of the Rating-of-Fatigue Scale
Micklewright, D. P., Gibson, A. S. C., Gladwell, V., & Salman, A. A. (2017) · Sports Medicine · doi:10.1007/s40279-017-0711-5 · Cited by 308 · see citing works
Power–duration relationship: Physiology, fatigue, and the limits of human performance
Burnley, M., & JONES, A. M. (2016) · European Journal of Sport Science · doi:10.1080/17461391.2016.1249524 · Cited by 295 · see citing works
Interoception, homeostatic emotions and sympathovagal balance
Strigo, I. A., & Craig, A. D. (. (2016) · Philosophical Transactions of the Royal Society B: Biological Sciences · doi:10.1098/rstb.2016.0010 · Cited by 281 · see citing works
Light, A. R., Hughen, R. W., Zhang, J., Rainier, J. D., Liu, Z., & Lee, J. (2008) · Journal of Neurophysiology · doi:10.1152/jn.01344.2007 · Cited by 278 · see citing works
Noakes, T. D. (2011) · Applied Physiology Nutrition and Metabolism · doi:10.1139/h10-082 · Cited by 275 · see citing works
A 3-min All-Out Test to Determine Peak Oxygen Uptake and the Maximal Steady State
Burnley, M., Doust, J. H., & Vanhatalo, A. (2006) · Medicine & Science in Sports & Exercise · doi:10.1249/01.mss.0000232024.06114.a6 · Cited by 258 · see citing works
Pollak, K. A., Swenson, J. D., VanHaitsma, T. A., Hughen, R. W., Jo, D. H., Light, K. C., Schweinhardt, P., Amann, M., & Light, A. R. (2013) · Experimental Physiology · doi:10.1113/expphysiol.2013.075812 · Cited by 251 · see citing works
The behavioural final common path
McFarland, D. J., & Sibly, R. M. (1975) · Philosophical transactions of the Royal Society of London. Series B, Biological sciences · doi:10.1098/rstb.1975.0009 · Cited by 248 · see citing works
The ‘sensory tolerance limit’: A hypothetical construct determining exercise performance?
Hureau, T. J., Romer, L. M., & Amann, M. (2016) · European Journal of Sport Science · doi:10.1080/17461391.2016.1252428 · Cited by 231 · see citing works
Panteleimon Ekkekakis, A., Hall, E. E., & Petruzzello, S. J. (2003) · Preventive Medicine · doi:10.1016/j.ypmed.2003.09.038 · Cited by 229 · see citing works
Central signals of perceived exertion during dynamic exercise
Robertson, R. J. (1982) · Medicine & Science in Sports & Exercise · doi:10.1249/00005768-198205000-00014 · Cited by 221 · see citing works
Panteleimon Ekkekakis, A. (2009) · Journal of Sport and Exercise Psychology · doi:10.1123/jsep.31.4.505 · Cited by 219 · see citing works
The role of primordial emotions in the evolutionary origin of consciousness
Denton, D. A., McKinley, M. J., Farrell, M., & Egan, G. F. (2009) · Consciousness and Cognition · doi:10.1016/j.concog.2008.06.009 · Cited by 216 · see citing works
Exercise Limitation in Health and Disease
Jones, N. L., & Killian, K. J. (2000) · New England Journal of Medicine · doi:10.1056/nejm200008313430907 · Cited by 213 · see citing works
A role for the prefrontal cortex in exercise tolerance and termination
Robertson, C. V., & Marino, F. E. (2015) · Journal of Applied Physiology · doi:10.1152/japplphysiol.00363.2015 · Cited by 205 · see citing works
Baden, D. A., McLean, T. L., Tucker, R., Noakes, T. D., & Gibson, A. S. C. (2005) · British Journal of Sports Medicine · doi:10.1136/bjsm.2004.016980 · Cited by 191 · see citing works
The Limits of Exercise Physiology: From Performance to Health
Gabriel, B. M., & Zierath, J. R. (2017) · Cell Metabolism · doi:10.1016/j.cmet.2017.04.018 · Cited by 188 · see citing works
Role of Ratings of Perceived Exertion during Self-Paced Exercise: What are We Actually Measuring?
Abbiss, C., Peiffer, J., Meeusen, R., & Skorski, S. (2015) · Sports Medicine · doi:10.1007/s40279-015-0344-5 · Cited by 184 · see citing works
Miura, A., Sato, H., Sato, H., hipp, B. J. W., & Fukuba, Y. (2000) · Ergonomics · doi:10.1080/001401300184693 · Cited by 150 · see citing works
Is fatigue all in your head? A critical review of the central governor model
Weir, J. P., Beck, T. W., Cramer, J. T., & Housh, T. J. (2006) · British Journal of Sports Medicine · doi:10.1136/bjsm.2005.023028 · Cited by 150 · see citing works
Perspectives in Exercise Science and Sports Medicine
McMurray, R. G., Lamb, D. R., & GISOLFI, C. V. (1993) · Medicine & Science in Sports & Exercise · doi:10.1249/00005768-199306000-00020 · Cited by 147 · see citing works
Panteleimon Ekkekakis, A. (2009) · International Review of Sport and Exercise Psychology · doi:10.1080/17509840802705920 · Cited by 146 · see citing works
Damásio, A. R. (1999) · doi:10.1093/oso/9780195118889.003.0002 · Cited by 145 · see citing works
Significance of Group III and IV muscle afferents for the endurance exercising human
Amann, M. (2012) · Clinical and Experimental Pharmacology and Physiology · doi:10.1111/j.1440-1681.2012.05681.x · Cited by 140 · see citing works
Central fatigue theory and endurance exercise: Toward an interoceptive model
McMorris, T., Barwood, M. J., & Corbett, J. (2018) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2018.03.024 · Cited by 131 · see citing works
Swart, J., Lamberts, R. P., Lambert, M., Gibson, A. S. C., Lambert, E. V., Skowno, J., & Noakes, T. D. (2008) · British Journal of Sports Medicine · doi:10.1136/bjsm.2008.055889 · Cited by 114 · see citing works
What limits performance during whole‐body incremental exercise to exhaustion in humans?
Morales‐Álamo, D., Losa‐Reyna, J., de Torres-Peralta, R. S., Martín-Rincón, M., Perez‐Valera, M., Curtelín, D., Ponce‐González, J. G., Santana, A., & Calbet, J. A. L. (2015) · The Journal of Physiology · doi:10.1113/jp270487 · Cited by 97 · see citing works
On the Embodied Neural Nature of Core Emotional Affects
Panksepp, J. (2005) · Cited by 97 · see citing works
A constant which determines the duration of tolerance to high intensity work
Wasserman, K. (1982) · Federation Proceedings · Cited by 91 · see citing works
Threats to internal validity in exercise science: A review of overlooked confounding variables
Halperin, I., Pyne, D. B., & Martin, D. T. (2015) · International Journal of Sports Physiology and Performance · doi:10.1123/ijspp.2014-0566 · Cited by 89 · see citing works
Fatigue: Is it all neurochemistry?
MEEUSEN, R. R., & Roelands, B. (2017) · European Journal of Sport Science · doi:10.1080/17461391.2017.1296890 · Cited by 87 · see citing works
Bell, C., Paterson, D., Kowalchuk, J., Padilla, J., & Cunningham, D. A. (2001) · Experimental Physiology · doi:10.1113/eph8602150 · Cited by 86 · see citing works
PRINGLE, J. S. M., Doust, J. H., Carter, H., Tolfrey, K., & JONES, A. M. (2003) · Journal of Applied Physiology · doi:10.1152/japplphysiol.00456.2002 · Cited by 85 · see citing works
Venhorst, A., Micklewright, D. P., & Noakes, T. D. (2017) · British Journal of Sports Medicine · doi:10.1136/bjsports-2016-096907 · Cited by 83 · see citing works
Assessment of dietary intake: NuGO symposium report
Penn, L., Boeing, H., Boushey, C. J., Dragsted, L. O., Kaput, J., Scalbert, A., Welch, A. A., & Mathers, J. C. (2010) · Genes & Nutrition · doi:10.1007/s12263-010-0175-9 · Cited by 80 · see citing works
Animal Athletes: An Ecological and Evolutionary Approach
Irschick, D. J., & Higham, T. E. (2016) · Cited by 76 · see citing works
The cardinal exercise stopper: Muscle fatigue, muscle pain or perception of effort?
Staiano, W., Bosio, A., de Morree, H. M., Rampinini, E., & Marcora, S. (2018) · Progress in brain research · doi:10.1016/bs.pbr.2018.09.012 · Cited by 76 · see citing works
Complex Interplay Between Determinants of Pacing and Performance During 20-km Cycle Time Trials
Renfree, A., West, J., Corbett, M., Rhoden, C. L., & Gibson, A. S. C. (2012) · International Journal of Sports Physiology and Performance · doi:10.1123/ijspp.7.2.121 · Cited by 73 · see citing works
Is it Time to Retire the ‘Central Governor’?
Shephard, R. J. (2009) · Sports Medicine · doi:10.2165/11315130-000000000-00000 · Cited by 71 · see citing works
Reliability Analysis of the 3-min All-Out Exercise Test for Cycle Ergometry
JOHNSON, T. M., Sexton, P., Placek, A. M., Murray, S. R., & Pettitt, R. W. (2011) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0b013e318224cb0f · Cited by 69 · see citing works
Self-citationPhysiological conflict in humans: fatigue vs. cold discomfort.
Cabanac, M., & Leblanc, J. (1983) · American Journal of Physiology · doi:10.1152/ajpregu.1983.244.5.r621 · Cited by 69 · see citing works
Mauger, A. R. (2013) · Frontiers in Physiology · doi:10.3389/fphys.2013.00104 · Cited by 66 · see citing works
Biological Perspectives on Motivated Activities
Colgan, P. W. (1996) · Behavioural Processes · doi:10.1016/0376-6357(96)00017-4 · Cited by 65 · see citing works
Muscle Glycogen Depletion Alters Oxygen Uptake Kinetics during Heavy Exercise
Carter, H., PRINGLE, J. S. M., Boobis, L., JONES, A. M., & Doust, J. H. (2004) · Medicine & Science in Sports & Exercise · doi:10.1249/01.mss.0000128202.73676.11 · Cited by 56 · see citing works
Psychobiology of Perceived Effort During Physical Tasks
de Morree, H. M., & Marcora, S. (2014) · Springer eBooks · doi:10.1007/978-1-4939-1236-0_17 · Cited by 56 · see citing works
Psychophysical Studies of Effort and Exertion: Some Historical, Theoretical and Empirical Aspects
Borg, G. A. V. (1986) · Palgrave Macmillan UK eBooks · doi:10.1007/978-1-349-08946-8_1 · Cited by 51 · see citing works
Pires, F. O., Noakes, T. D., Lima‐Silva, A. E., Bertuzzi, R., Ugrinowitsch, C., Lira, F. S., & Kiss, M. A. P. D. (2011) · British Journal of Sports Medicine · doi:10.1136/bjsm.2010.079087 · Cited by 49 · see citing works
Percentual responses proximal to the onset of blood lactate accumulation.
Acevedo, E. O., Kraemer, R. R., Haltom, R. W., & Tryniecki, J. L. (2003) · PubMed · Cited by 45 · see citing works
Comparison of the YMCA and a Custom Submaximal Exercise Test for Determining V˙O2max
Jamnick, N. A., By, S., Pettitt, C. D., & Pettitt, R. W. (2015) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0000000000000763 · Cited by 42 · see citing works
Self-citationAlternative Procedures for the Three-Minute All-Out Exercise Test
Clark, I. E., Murray, S. R., & Pettitt, R. W. (2012) · The Journal of Strength and Conditioning Research · doi:10.1519/jsc.0b013e3182785041 · Cited by 31 · see citing works
Self-citationPervitin als leistungssteigerndes Mittel
Lehmann, G., Sträub, H., & Szakáll, A. (1939) · European Journal of Applied Physiology · doi:10.1007/bf02011946 · Cited by 30 · see citing works
Load Determination for the 3-Minute All-Out Exercise Test for Cycle Ergometry
Dicks, N. D., Jamnick, N. A., Murray, S. R., & Pettitt, R. W. (2015) · International Journal of Sports Physiology and Performance · doi:10.1123/ijspp.2015-0116 · Cited by 29 · see citing works
Self-citationEffect of Intramuscular Protons, Lactate, and ATP on Muscle Hyperalgesia in Rats
Gregory, N., Whitley, P. E., & Sluka, K. A. (2015) · PLoS ONE · doi:10.1371/journal.pone.0138576 · Cited by 28 · see citing works
The Influence of Low versus High Carbohydrate Diet on a 45-min Strenuous Cycling Exercise
Kavouras, S. A., TROUP, J. P., & Berning, J. R. (2004) · International Journal of Sport Nutrition and Exercise Metabolism · doi:10.1123/ijsnem.14.1.62 · Cited by 28 · see citing works
Amann, M., & Dempsey, J. A. (2016) · Advances in experimental medicine and biology · doi:10.1007/978-1-4899-7678-9_22 · Cited by 21 · see citing works
Effect of Glycogen Depletion on the Oxygen Uptake Slow Component in Humans
Bouckaert, J., Jones, A. M., & Koppo, K. (2004) · International Journal of Sports Medicine · doi:10.1055/s-2004-820938 · Cited by 19 · see citing works
Pain and Pleasure: Masters of Mankind
Leknes, S., & Tracey, I. (2009) · doi:10.1093/oso/9780195331028.003.0021 · Cited by 15 · see citing works
Functional brain anatomy of exercise regulation
Lutz, K. (2018) · Progress in brain research · doi:10.1016/bs.pbr.2018.07.006 · Cited by 12 · see citing works
PERCEPTUAL RESPONSES AT RUNNING VELOCITIES PROXIMAL TO THE ONSET OF BLOOD LACTATE ACCUMULATION
Acevedo, E. O., Kraemer, R. R., Haltom, R. W., Tryniecki, J. L., Powell, K., & Gaydos, P. (1998) · Medicine & Science in Sports & Exercise · doi:10.1097/00005768-199805001-00034 · Cited by 7 · see citing works
Genova, H. M., Wylie, G. R., & DeLuca, J. (2010) · Springer eBooks · doi:10.1007/978-1-4419-6373-4_22 · Cited by 2 · see citing works
Flagged first, then by citations
2 of the 105 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
An Examination and Critique of Current Methods to Determine Exercise Intensity
Jamnick, N. A., Pettitt, R. W., Granata, C., Pyne, D. B., & Bishop, D. J. (2020) · Sports Medicine · doi:10.1007/s40279-020-01322-8 · Cited by 424 · see citing works
Self-citationThe Role of Exercise in Management of Mental Health Disorders: An Integrative Review
Smith, P. J., & Merwin, R. M. (2021) · Annual Review of Medicine · doi:10.1146/annurev-med-060619-022943 · Cited by 360 · see citing works
Fatigue and Human Performance: An Updated Framework
Behrens, M., Gube, M., Chaabène, H., Prieske, O., Zénon, A., Broscheid, K., Schega, L., Husmann, F., & Weippert, M. (2022) · Sports Medicine · doi:10.1007/s40279-022-01748-2 · Cited by 370 · see citing works
Rating of perceived effort: methodological concerns and future directions
Halperin, I., & Emanuel, A. (2020) · Sports Medicine · doi:10.1007/s40279-019-01229-z · Cited by 149 · see citing works
Bok, D., Rakovac, M., & Foster, C. (2022) · Sports Medicine · doi:10.1007/s40279-022-01690-3 · Cited by 89 · see citing works
Social reward and support effects on exercise experiences and performance: Evidence from parkrun
Davis, A., MacCarron, P., & Cohen, E. E. A. (2021) · PLoS ONE · doi:10.1371/journal.pone.0256546 · Cited by 79 · see citing works
Toward the unity of pathological and exertional fatigue: A predictive processing model
Greenhouse‐Tucknott, A., Butterworth, J. B., Wrightson, J. G., Smeeton, N. J., Critchley, H., Dekerle, J., & Harrison, N. A. (2021) · Cognitive Affective & Behavioral Neuroscience · doi:10.3758/s13415-021-00958-x · Cited by 46 · see citing works
A systematic narrative review of extrinsic strategies to improve affective responses to exercise
Jones, L., & Zenko, Z. (2023) · Frontiers in Sports and Active Living · doi:10.3389/fspor.2023.1186986 · Cited by 45 · see citing works
Roloff, Z. A., Dicks, N. D., Krynski, L. M., Hartman, M. E., Panteleimon Ekkekakis, A., & Pettitt, R. W. (2020) · Performance Enhancement & Health · doi:10.1016/j.peh.2020.100158 · Cited by 33 · see citing works
Self-citationTimme, S., & Brand, R. (2020) · PLoS ONE · doi:10.1371/journal.pone.0228739 · Cited by 32 · see citing works
Greenhouse‐Tucknott, A., Wrightson, J. G., Raynsford, M., Harrison, N. A., & Dekerle, J. (2020) · Psychophysiology · doi:10.1111/psyp.13602 · Cited by 30 · see citing works
Iacono, A. D., Martone, D., & Hayes, L. D. (2020) · European Journal of Applied Physiology · doi:10.1007/s00421-020-04453-y · Cited by 21 · see citing works
Flack, K. D., Stults‐Kolehmainen, M., Creasy, S. A., Khullar, S., Boullosa, D. A., Catenacci, V. A., & King, N. A. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1098394 · Cited by 18 · see citing works
Prisms of Neuroscience: Frameworks for Thinking About Educational Gamification
Serice, L. (2023) · AI Computer Science and Robotics Technology · doi:10.5772/acrt.13 · Cited by 18 · see citing works
Different Endurance Exercise Modalities, Different Affective Response: A Within-Subject Study
Dierkes, K., Maturana, F. M., Rösel, I., Martus, P., Niess, A. M., Thiel, A., & Sudeck, G. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.686661 · Cited by 17 · see citing works
Measuring Arousal: Promises and Pitfalls
Reid, T., Nielson, C., & Wormwood, J. B. (2024) · Affective Science · doi:10.1007/s42761-024-00288-4 · Cited by 16 · see citing works
COVID-19 and Quarantine: Expanding Understanding of How to Stay Physically Active at Home
Filho, A. S. S., Miranda, T. G., de Paula, C. C., Barsanulfo, S. R., Teixeira, D., Monteiro, D., Cid, L., Imperatori, C., Yamamoto, T., Murillo‐Rodríguez, E., et al. (2020) · Frontiers in Psychology · doi:10.3389/fpsyg.2020.566032 · Cited by 14 · see citing works
da Silva, W. Q. A., Cabral, D. A. R., Bigliassi, M., Bortolotti, H., Hussey, E. K., Ward, N., & Fontes, E. B. (2022) · Physiology & Behavior · doi:10.1016/j.physbeh.2022.113966 · Cited by 12 · see citing works
Carlier, M., & Delevoye, Y. (2021) · Psychology of sport and exercise · doi:10.1016/j.psychsport.2021.102076 · Cited by 13 · see citing works
da Costa, K. G., Urry, H. L., Fontes, E. B., Elliott, G., Cantelon, J. A., & Giles, G. E. (2021) · International Journal of Sport and Exercise Psychology · doi:10.1080/1612197x.2021.1979080 · Cited by 11 · see citing works
Banaei, P., Tadıbı, V., Amiri, E., & Machado, D. G. D. S. (2023) · Scientific Reports · doi:10.1038/s41598-023-43568-y · Cited by 10 · see citing works
Szuhany, K. L., Steinberg, M. H., McLaughlin, N. C. R., Mancebo, M. C., Brown, R. A., Greenberg, B. D., Simon, N. M., & Abrantes, A. M. (2023) · Behavior Therapy · doi:10.1016/j.beth.2022.12.010 · Cited by 9 · see citing works
The Assessment of Affective Responses within Exercise Prescription: A Narrative Review
Hartman, M. E., & Hernandez, J. (2023) · International Journal of Sports Medicine · doi:10.1055/a-2029-8337 · Cited by 9 · see citing works
Self-citationBrown, D., Cappozzo, F., Roeck, D. D., Zariwala, M. G., & Deb, S. K. (2021) · Frontiers in Nutrition · doi:10.3389/fnut.2021.678105 · Cited by 7 · see citing works
Subjective Psychophysiological Satisfaction of Women from Fitness Training on an Individual Program
Shyshkina, O., Beyhul, I., MOSKALENKO, N., Hladoshchuk, O., Tolchieva, H. V., & Saienko, V. (2023) · BRAIN BROAD RESEARCH IN ARTIFICIAL INTELLIGENCE AND NEUROSCIENCE · doi:10.18662/brain/14.1/426 · Cited by 7 · see citing works
Ávila-Gandía, V., Alarcón, F., Perales, J. C., López-Román, F. J., Luque-Rubia, A. J., & Vélez, D. C. (2020) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17155576 · Cited by 7 · see citing works
García-Sánchez, E., Rubio‐Arias, J. Á., Ávila-Gandía, V., López-Román, F. J., & Menarguez-Puche, J. F. (2020) · Journal of Personalized Medicine · doi:10.3390/jpm10040176 · Cited by 7 · see citing works
Pettitt, R. W., Dicks, N. D., & Kramer, M. (2024) · Strength and conditioning journal · doi:10.1519/ssc.0000000000000848 · Cited by 5 · see citing works
Self-citationPre‐Stress Exposure and Psychophysiological Responses During Cycling
Antonio, D. S., & Bigliassi, M. (2025) · Stress and Health · doi:10.1002/smi.70062 · Cited by 5 · see citing works
Effects of carbohydrate availability on cycling endurance at the maximal lactate steady state
Quinn, C. P., McDougall, R. M., Aboodarda, S. J., Murias, J. M., & MacInnis, M. J. (2024) · American Journal of Physiology-Regulatory, Integrative and Comparative Physiology · doi:10.1152/ajpregu.00178.2023 · Cited by 5 · see citing works
Fairman, C. M., Owens, O. L., Kendall, K. L., Steele, J., Latella, C., Jones, M. T., Marcotte, L., Peddle-McIntyre, C. M. J., & McDonnell, K. K. (2022) · Pilot and Feasibility Studies · doi:10.1186/s40814-022-01065-5 · Cited by 5 · see citing works
Moore, A. R., & Butler, B. A. S. (2024) · Research Quarterly for Exercise and Sport · doi:10.1080/02701367.2024.2356893 · Cited by 4 · see citing works
Load Carriage and Physical Exertion Influence Soldier Emotional Responses
Giles, G. E., da Costa, K. G., Olenich, S., Powell, K., Hart-Pomerantz, H., ADELMAN, M. J., Elmore, W. R., & Cantelon, J. A. (2022) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0000000000002997 · Cited by 5 · see citing works
The prevalence of gas exchange data processing methods: a semi-automated scoping review
Hesse, A. S., White, M., & Lundstrom, C. J. (2025) · International Journal of Sports Medicine · doi:10.1055/a-2495-5364 · Cited by 4 · see citing works
Ávila-Gandía, V., Sánchez-Macarro, M., Luque-Rubia, A., García-Sánchez, E., Cánovas, F., López-Santiago, A., & López-Román, F. J. (2021) · Journal of Personalized Medicine · doi:10.3390/jpm11040291 · Cited by 4 · see citing works
Can't hold any more! A large survey on cycling subjective experience at the limit of effort
Pérez-Díaz, J.-J., Benítez, I., Salas-Montoro, J.-A., Zabala, M., & Sanabria, D. (2025) · Psychology of sport and exercise · doi:10.1016/j.psychsport.2025.102991 · Cited by 3 · see citing works
Greenhouse‐Tucknott, A., Pickering, S., Butterworth, J. B., Smeeton, N. J., Wrightson, J. G., & Dekerle, J. (2021) · Sport Exercise and Performance Psychology · doi:10.1037/spy0000269 · Cited by 4 · see citing works
T10 Test as an Alternative Method to Assess Critical Speed and its Potential Application to Runners
de Borba, E. F., Follador, L., Barbosa, S. C., Tartaruga, M. P., & da Silva, S. G. (2022) · Journal of Science in Sport and Exercise · doi:10.1007/s42978-022-00195-9 · Cited by 3 · see citing works
Drafting, pacing, priming—potential factors for winning the 1500 m men final at the 2024 Olympics
Weippert, M., Walter, N., & Fleckenstein, D. (2025) · German Journal of Exercise and Sport Research · doi:10.1007/s12662-025-01065-6 · Cited by 2 · see citing works
Coutté, A., Harle, A., & Silva, L. D. D. (2022) · Journal of Imagery Research in Sport and Physical Activity · doi:10.1515/jirspa-2021-0012 · Cited by 2 · see citing works
The Psychophysiology of Fatigue
Behrens, M., Schlegel, M., & Weippert, M. (2025) · Springer eBooks · doi:10.1007/978-3-031-90034-1_5 · Cited by 2 · see citing works
Guicciardi, M., Fadda, D., Fanari, R., Doneddu, A., & Crisafulli, A. (2020) · Frontiers in Psychology · doi:10.3389/fpsyg.2020.611558 · Cited by 2 · see citing works
Affect mediates the relationship between physiological and motivational responses to exercise
Wellings, I. G., Ferguson, R. A., & Taylor, I. M. (2025) · Journal of Sports Sciences · doi:10.1080/02640414.2025.2540216 · Cited by 1 · see citing works
Yu, L., Zhang, X., & Li, W. (2024) · Frontiers in Sports and Active Living · doi:10.3389/fspor.2024.1331586 · Cited by 1 · see citing works
Fairman, C. M., Owens, O. L., Kendall, K. L., Steele, J., Latella, C., Jones, M. T., Marcotte, L., Peddle‐McIntyre, C. J., & McDonnell, K. K. (2021) · Research Square · doi:10.21203/rs.3.rs-907846/v1 · Cited by 1 · see citing works
Silva, A. C., Sales, M. M., Machado, S. E. D. C., Pedrosa, G. F., de Lira, C. A. B., Inácio, P. A., Rocha, F. P. D. S., Vilela, G. R., Carvalho, A. O., Costa, G. D. C. T., et al. (2023) · Manual Therapy Posturology & Rehabilitation Journal · doi:10.17784/mtprehabjournal.2023.21.1283
Smith, R. W., Arnett, J. E., Ortega, D. G., Roberts, T. D., McCanlies, D. J., Schmidt, R. J., Johnson, G. O., & Housh, T. J. (2025) · Physiologia · doi:10.3390/physiologia5020015
Carlier, M., & Delevoye, Y. (2025) · Springer eBooks · doi:10.1007/978-3-031-90034-1_7
Domenico, H. D. (2023) · doi:10.70675/99cdde1dza6ffz482ez840ez34bade84539a
Muzeau, M. A., Flood, A. P., Mara, J. K., Tam, N., Staiano, W., & Rattray, B. (2026) · Frontiers in Sports and Active Living · doi:10.3389/fspor.2026.1805336
- Authors
- Hartman, M. E., Ekkekakis, P., Dicks, N. D., & Pettitt, R. W.
- Affiliations
- Minnesota State University, Mankato (US)
- Department of Kinesiology, Iowa State University, Ames, IA, USA
- North Dakota State University (US)
- Rocky Mountain University of Health Professions (US)
- Venue
- Journal of Experimental Biology
- Publisher
- The Company of Biologists
- Published
- 2018-01-01
- Volume
- 222
- Issue
- Pt 3
- ISSN
- 0022-0949 (ISSN-L)
- 1477-9145
- OpenAlex
- W2905289692
- Cited by
- 51
- References
- 105
- Citations by year
- 2026: 1 · 2025: 8 · 2024: 5 · 2023: 9 · 2022: 8 · 2021: 9 · 2020: 10 · 2019: 1
- FWCI
- 6.88
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Experimental Biology (publishedVersion)
- PubMed (publishedVersion)
- HighWire Press Open Archive (submittedVersion)
- Topics
- Health Sciences › Medicine › Complementary and alternative medicine › Cardiovascular and exercise physiology
- Health Sciences › Medicine › Orthopedics and Sports Medicine › Sports Performance and Training
- Social Sciences › Psychology › Developmental and Educational Psychology › Sport Psychology and Performance
- Keywords
- exercise fatigue, exercise tolerance, time to exhaustion, glycogen depletion, affective responses to exercise, critical power, cycling exercise
- MeSH terms
- Adult, Physical Exertion, Fatigue, Female, Humans, Male, Exercise Tolerance, Young Adult, Pleasure
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