{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,4]],"date-time":"2026-08-04T07:38:25Z","timestamp":1785829105251,"version":"3.56.0"},"reference-count":21,"publisher":"Human Kinetics","issue":"5","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,5,1]]},"abstract":"<jats:p><jats:italic><jats:bold>Purpose:<\/jats:bold><\/jats:italic> Accurate modeling of intermittent-running sessions by <jats:italic>D<\/jats:italic>\u2032 balance would aid in understanding their physical demand and subsequent prescription of intermittent sessions. In intermittent cycling, <jats:italic>W<\/jats:italic>\u2032 balance can be validly quantified by modeling <jats:italic>W<\/jats:italic>\u2032 depletion and recovery; however, these models have not been validated in intermittent running, which was this project\u2019s purpose. <jats:italic><jats:bold>Methods:<\/jats:bold><\/jats:italic> Critical speed (in meters per second) and <jats:italic>D<\/jats:italic>\u2032 (in meters) were calculated from the linear relationship between speed (in meters per second) and 1\/time from season-best performances over 1500-, 3000-, and 5000-m race distances. Thirty intermittent-running sessions were classified as exhaustive (n\u2009=\u200914) and nonexhaustive (n\u2009=\u200916). <jats:italic>D<\/jats:italic>\u2032 balance was calculated from time-stamped running-speed data using <jats:italic>D<\/jats:italic>\u2032 depletion and recovery models, allowing end-of-session <jats:italic>D<\/jats:italic>\u2032 balance to be found. End-of-session <jats:italic>D<\/jats:italic>\u2032 balance for exhaustive and nonexhaustive intermittent sessions were compared, and the 95% CI around end-of-session <jats:italic>D<\/jats:italic>\u2032 balance in exhaustive intermittent sessions was evaluated for inclusion of 0. <jats:italic><jats:bold>Results:<\/jats:bold><\/jats:italic> A moderate difference (effect size\u2009\u00b1\u200995% CI\u2009=\u20091.01\u2009\u00b1\u20090.72; <jats:italic>P<\/jats:italic>\u2009=\u2009.01) existed between end-of-session <jats:italic>D<\/jats:italic>\u2032 balance in exhaustive (mean\u2009\u00b1\u200995% CI\u2009=\u2009157\u2009\u00b1\u200925\u00a0m) and nonexhaustive (200\u2009\u00b1\u200919\u00a0m) sessions. The 95% CI around end-of-session <jats:italic>D<\/jats:italic>\u2032 balance in exhaustive intermittent sessions did not include 0. <jats:italic><jats:bold>Conclusions:<\/jats:bold><\/jats:italic> End-of-session <jats:italic>D<\/jats:italic>\u2032 balance did differentiate between exhaustive and nonexhaustive intermittent sessions. However, since <jats:italic>D<\/jats:italic>\u2032 balance at the end of exhaustive sessions should approximate 0, end-of-session <jats:italic>D<\/jats:italic>\u2032 balance did not accurately quantify exhaustive sessions as exhaustive. The inaccurate quantification of end-of-session <jats:italic>D<\/jats:italic>\u2032 balance during exhaustive intermittent running sessions is likely related to the exponential recovery of <jats:italic>D<\/jats:italic>\u2032 that is reliant on an accurately quantified recovery time constant.<\/jats:p>","DOI":"10.1123\/ijspp.2024-0036","type":"journal-article","created":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T02:59:09Z","timestamp":1742957949000},"page":"718-726","source":"Crossref","is-referenced-by-count":3,"title":["Validation of End-of-Session D\u2032 Balance for Quantifying and Differentiating Exhaustive and Nonexhaustive Intermittent-Training Sessions in Runners"],"prefix":"10.1123","volume":"20","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3871-8646","authenticated-orcid":true,"given":"Clint R.","family":"Bellenger","sequence":"first","affiliation":[{"name":"Alliance for Research in Exercise, Nutrition and Activity (ARENA), Allied Health and Human Performance Unit, University of South Australia, Adelaide, SA, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Michael","family":"Nitschke","sequence":"additional","affiliation":[{"name":"Adelaide University Athletics Club, Adelaide, SA, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jason C.","family":"Bartram","sequence":"additional","affiliation":[{"name":"Alliance for Research in Exercise, Nutrition and Activity (ARENA), Allied Health and Human Performance Unit, University of South Australia, Adelaide, SA, Australia"},{"name":"Queensland Academy of Sport, Brisbane, QLD, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"100","reference":[{"issue":"10","key":"r1","series-title":"Med Sci Sport Exer","doi-asserted-by":"publisher","first-page":"1876","DOI":"10.1249\/MSS.0b013e3181d9cf7f","article-title":"Critical power: implications for determination of VO2max and exercise tolerance","volume":"42","author":"Jones AM","year":"2010","unstructured":"Jones AM, Vanhatalo A, Burnley M, Morton RH, Poole DC. Critical power: implications for determination of VO2max and exercise tolerance. Med Sci Sport Exer. 2010;42(10):1876\u20131890. doi:10.1249\/MSS.0b013e3181d9cf7f"},{"issue":"6","key":"r2","series-title":"Int J Sports Physiol Perform","doi-asserted-by":"publisher","first-page":"724","DOI":"10.1123\/IJSPP.2017-0034","article-title":"Accuracy of W\u2032 recovery kinetics in high performance cyclists-modeling intermittent work capacity","volume":"13","author":"Bartram JC","year":"2018","unstructured":"Bartram JC, Thewlis D, Martin DT, Norton KI. Accuracy of W\u2032 recovery kinetics in high performance cyclists-modeling intermittent work capacity. Int J Sports Physiol Perform. 2018;13(6):724\u2013728. doi:10.1123\/IJSPP.2017-0034"},{"issue":"4","key":"r3","series-title":"Eur J Appl Physiol","doi-asserted-by":"publisher","first-page":"703","DOI":"10.1007\/s00421-014-3050-3","article-title":"Intramuscular determinants of the ability to recover work capacity above critical power","volume":"115","author":"Skiba PF","year":"2015","unstructured":"Skiba PF, Fulford J, Clarke DC, Vanhatalo A, Jones AM. Intramuscular determinants of the ability to recover work capacity above critical power. Eur J Appl Physiol. 2015;115(4):703\u2013713. doi:10.1007\/s00421-014-3050-3"},{"issue":"3","key":"r4","series-title":"Eur J Sport Sci","doi-asserted-by":"publisher","first-page":"217","DOI":"10.1080\/17461391.2013.810306","article-title":"Critical power derived from a 3-min all-out test predicts 16.1-km road time-trial performance","volume":"14","author":"Black MI","year":"2014","unstructured":"Black MI, Durant J, Jones AM, Vanhatalo A. Critical power derived from a 3-min all-out test predicts 16.1-km road time-trial performance. Eur J Sport Sci. 2014;14(3):217\u2013223. doi:10.1080\/17461391.2013.810306"},{"issue":"8","key":"r5","series-title":"J Sports Sci","doi-asserted-by":"publisher","first-page":"902","DOI":"10.1080\/02640414.2018.1535772","article-title":"Road cycle TT performance: relationship to the power-duration model and association with FTP","volume":"37","author":"Morgan PT","year":"2019","unstructured":"Morgan PT, Black MI, Bailey SJ, Jones AM, Vanhatalo A. Road cycle TT performance: relationship to the power-duration model and association with FTP. J Sports Sci. 2019;37(8):902\u2013910. doi:10.1080\/02640414.2018.1535772"},{"issue":"8","key":"r6","series-title":"Int J Sports Physiol Perform","doi-asserted-by":"publisher","first-page":"1095","DOI":"10.1123\/IJSPP.2019-0621","article-title":"Field-derived power-duration variables to predict cycling time-trial performance","volume":"15","author":"Nimmerichter A","year":"2020","unstructured":"Nimmerichter A, Prinz B, Gumpenberger M, Heider S, Wirth K. Field-derived power-duration variables to predict cycling time-trial performance. Int J Sports Physiol Perform. 2020;15(8):1095\u20131102. doi:10.1123\/IJSPP.2019-0621"},{"issue":"5","key":"r7","series-title":"J Appl Physiol","doi-asserted-by":"publisher","first-page":"1532","DOI":"10.1152\/japplphysiol.00223.2021","article-title":"Interaction of exercise bioenergetics with pacing behavior predicts track distance running performance","volume":"131","author":"Kirby BS","year":"2021","unstructured":"Kirby BS, Winn BJ, Wilkins BW, Jones AM. Interaction of exercise bioenergetics with pacing behavior predicts track distance running performance. J Appl Physiol. 2021;131(5):1532\u20131542. doi:10.1152\/japplphysiol.00223.2021"},{"issue":"2","key":"r8","series-title":"Int J Sports Physiol Perform","doi-asserted-by":"publisher","first-page":"317","DOI":"10.1123\/ijspp.2021-0451","article-title":"Defining training and performance caliber: a participant classification framework","volume":"17","author":"McKay AKA","year":"2022","unstructured":"McKay AKA, Stellingwerff T, Smith ES, et\u00a0al. Defining training and performance caliber: a participant classification framework. Int J Sports Physiol Perform. 2022;17(2):317\u2013331. doi:10.1123\/ijspp.2021-0451"},{"issue":"13","key":"r9","series-title":"Int J Sports Med","doi-asserted-by":"publisher","first-page":"969","DOI":"10.1055\/a-2069-2192","article-title":"Running critical power: a comparison of different theoretical models","volume":"44","author":"Ruiz-Alias SA","year":"2023","unstructured":"Ruiz-Alias SA, \u00d1ancupil-Andrade AA, P\u00e9rez-Castilla A, Garc\u00eda-Pinillos F. Running critical power: a comparison of different theoretical models. Int J Sports Med. 2023;44(13):969\u2013975. doi:10.1055\/a-2069-2192"},{"issue":"6","key":"r10","series-title":"Int J Sports Physiol Perform","doi-asserted-by":"publisher","first-page":"900","DOI":"10.1123\/ijspp.2013-0471","article-title":"Validation of a novel intermittent W\u2032 model for cycling using field data","volume":"9","author":"Skiba PF","year":"2014","unstructured":"Skiba PF, Clarke D, Vanhatalo A, Jones AM. Validation of a novel intermittent W\u2032 model for cycling using field data. Int J Sports Physiol Perform. 2014;9(6):900\u2013904. doi:10.1123\/ijspp.2013-0471"},{"issue":"1","key":"r11","series-title":"Med Sci Sport Exer","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1249\/MSS.0b013e31818cb278","article-title":"Progressive statistics for studies in sports medicine and exercise science","volume":"41","author":"Hopkins WG","year":"2009","unstructured":"Hopkins WG, Marshall SW, Batterham AM, Hanin J. Progressive statistics for studies in sports medicine and exercise science. Med Sci Sport Exer. 2009;41(1):3\u201313. doi:10.1249\/MSS.0b013e31818cb278"},{"issue":"1","key":"r12","series-title":"Korean J Anesthesiol","doi-asserted-by":"publisher","first-page":"25","DOI":"10.4097\/kja.21209","article-title":"Receiver operating characteristic curve: overview and practical use for clinicians","volume":"75","author":"Nahm FS","year":"2022","unstructured":"Nahm FS. Receiver operating characteristic curve: overview and practical use for clinicians. Korean J Anesthesiol. 2022;75(1):25\u201336. doi:10.4097\/kja.21209"},{"issue":"1","key":"r13","series-title":"Sports Med","doi-asserted-by":"publisher","DOI":"10.2165\/00007256-200131010-00001","article-title":"The relationship between aerobic fitness and recovery from high intensity intermittent exercise","volume":"31","author":"Tomlin DL","year":"2001","unstructured":"Tomlin DL, Wenger HA. The relationship between aerobic fitness and recovery from high intensity intermittent exercise. Sports Med. 2001;31(1):1. doi:10.2165\/00007256-200131010-00001"},{"issue":"1","key":"r14","series-title":"Springerplus","doi-asserted-by":"publisher","DOI":"10.1186\/s40064-015-0882-1","article-title":"Parasympathetic reactivation after maximal CPET depends on exercise modality and resting vagal activity in healthy men","volume":"4","author":"Cunha FA","year":"2015","unstructured":"Cunha FA, Midgley AW, Gon\u00e7alves T, Soares PP, Farinatti P. Parasympathetic reactivation after maximal CPET depends on exercise modality and resting vagal activity in healthy men. Springerplus. 2015;4(1):100. doi:10.1186\/s40064-015-0882-1"},{"issue":"2","key":"r15","series-title":"Eur J Appl Physiol","doi-asserted-by":"publisher","first-page":"247","DOI":"10.1007\/s00421-008-0896-2","article-title":"Impact of the exercise mode on heart rate recovery after maximal exercise","volume":"105","author":"Maeder MT","year":"2009","unstructured":"Maeder MT, Ammann P, Rickli H, Brunner-La Rocca HP. Impact of the exercise mode on heart rate recovery after maximal exercise. Eur J Appl Physiol. 2009;105(2):247\u2013255. doi:10.1007\/s00421-008-0896-2"},{"issue":"1","key":"r16","series-title":"Int J Sports Med","doi-asserted-by":"publisher","first-page":"26","DOI":"10.1055\/s-0031-1285928","article-title":"Physiological responses to treadmill and cycle exercise","volume":"33","author":"Abrantes C","year":"2012","unstructured":"Abrantes C, Sampaio J, Reis V, Sousa N, Duarte J. Physiological responses to treadmill and cycle exercise. Int J Sports Med. 2012;33(1):26\u201330. doi:10.1055\/s-0031-1285928"},{"issue":"1","key":"r17","series-title":"Eur J Appl Physiol","doi-asserted-by":"publisher","first-page":"167","DOI":"10.1007\/s00421-009-1183-6","article-title":"Exponential protocols for cardiopulmonary exercise testing on treadmill and cycle ergometer","volume":"108","author":"Jamison JP","year":"2010","unstructured":"Jamison JP, Megarry J, Riley M. Exponential protocols for cardiopulmonary exercise testing on treadmill and cycle ergometer. Eur J Appl Physiol. 2010;108(1):167\u2013175. doi:10.1007\/s00421-009-1183-6"},{"key":"r18","series-title":"Human cardiovascular control","year":"1994","unstructured":"Rowell B. Human cardiovascular control. Oxford University Press; 1994."},{"issue":"2","key":"r19","series-title":"Am J Cardiol","doi-asserted-by":"publisher","first-page":"141","DOI":"10.1016\/0002-9149(92)91265-6","article-title":"Greater diagnostic sensitivity of treadmill versus cycle exercise testing of asymptomatic men with coronary artery disease","volume":"70","author":"Hambrecht RP","year":"1992","unstructured":"Hambrecht RP, Schuler GC, Muth T, et\u00a0al. Greater diagnostic sensitivity of treadmill versus cycle exercise testing of asymptomatic men with coronary artery disease. Am J Cardiol. 1992;70(2):141\u2013146. doi:10.1016\/0002-9149(92)91265-6"},{"issue":"3","key":"r20","series-title":"Eur J Appl Physiol","doi-asserted-by":"publisher","first-page":"677","DOI":"10.1007\/s00421-021-04874-3","article-title":"Bi-exponential modelling of W\u2032 reconstitution kinetics in trained cyclists","volume":"122","author":"Chorley A","year":"2022","unstructured":"Chorley A, Bott RP, Marwood S, Lamb KL. Bi-exponential modelling of W\u2032 reconstitution kinetics in trained cyclists. Eur J Appl Physiol. 2022;122(3):677\u2013689. doi:10.1007\/s00421-021-04874-3"},{"issue":"6","key":"r21","series-title":"Int J Sports Physiol Perform","doi-asserted-by":"publisher","first-page":"881","DOI":"10.1123\/ijspp.2020-0200","article-title":"Power profiling in U23 professional cyclists during a competitive season","volume":"16","author":"Leo L","year":"2021","unstructured":"Leo L, Spragg J, Mujika I, Menz, V, Lawley J. Power profiling in U23 professional cyclists during a competitive season. Int J Sports Physiol Perform. 2021;16(6):881\u2013889. doi:10.1123\/ijspp.2020-0200"}],"container-title":["International Journal of Sports Physiology and Performance"],"original-title":[],"link":[{"URL":"https:\/\/journals.humankinetics.com\/view\/journals\/ijspp\/20\/5\/article-p718.xml","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.humankinetics.com\/downloadpdf\/journals\/ijspp\/20\/5\/article-p718.xml","content-type":"text\/html","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/journals.humankinetics.com\/downloadpdf\/journals\/ijspp\/20\/5\/article-p718.xml","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,29]],"date-time":"2025-04-29T15:10:32Z","timestamp":1745939432000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.humankinetics.com\/view\/journals\/ijspp\/20\/5\/article-p718.xml"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,5,1]]},"references-count":21,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1123\/ijspp.2024-0036","relation":{},"ISSN":["1555-0265","1555-0273"],"issn-type":[{"value":"1555-0265","type":"print"},{"value":"1555-0273","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,5,1]]}}}