Edwards A, Polman R. Pacing in sport and exercise: a psychophysiological perspective. New York: Nova Science Publishers; 2012.
Enoka RM, Duchateau J. Translating fatigue to human performance. Med Sci Sports Exerc. 2016;48(11):2228.
Noakes TD, Gibson ASC, Lambert EV. From catastrophe to complexity: a novel model of integrative central neural regulation of effort and fatigue during exercise in humans: summary and conclusions. Br J Sports Med. 2005;39(2):120–4.
Hettinga FJ, De Koning JJ, Schmidt LJ, Wind NA, MacIntosh BR, Foster C. Optimal pacing strategy: from theoretical modelling to reality in 1500-m speed skating. Br J Sports Med. 2011;45(1):30–5.
Hettinga FJ, De Koning JJ, Hulleman M, Foster C. Relative importance of pacing strategy and mean power output in 1500-m self-paced cycling. Br J Sports Med. 2012;46(1):30–5.
Stoter IK, MacIntosh BR, Fletcher JR, Pootz S, Zijdewind I, Hettinga FJ. Pacing strategy, muscle fatigue, and technique in 1500-m speed-skating and cycling time trials. Int J Sports Physiol Perform. 2016;11:337–43.
Smits BLM, Pepping G-J, Hettinga FJ. Pacing and decision making in sport and exercise: the roles of perception and action in the regulation of exercise intensity. Sports Med. 2014;44:763–75.
Renfree A, Martin L, Micklewright D, Gibson ASC. Application of decision-making theory to the regulation of muscular work rate during self-paced competitive endurance activity. Sports Med. 2014;44(2):147–58.
Hettinga FJ, Konings MJ, Pepping G-J. The science of racing against opponents: affordance competition and the regulation of exercise intensity in head-to-head competition. Front Physiol. 2017;8:118.
Foster C, Hettinga F, Lampen J, Dodge C, Bobbert M, Porcari JP. Effect of competitive distance on energy expenditure during simulated competition. Int J Sports Med. 2004;25:198–204.
Konings MJ, Hettinga FJ. Pacing decision making in sport and the effects of interpersonal competition: a critical review. Sports Med. 2018;48(8):1829–43.
Tucker R, Rauch L, Harley YX, Noakes TD. Impaired exercise performance in the heat is associated with an anticipatory reduction in skeletal muscle recruitment. Pflugers Arch. 2004;448(4):422–30.
Edwards AM, Polman RCJ. Pacing and awareness: brain regulation of physical activity. Sports Med. 2013;43:1057–64.
Tversky A, Kahneman D. Judgment under uncertainty: Heuristics and biases. Science. 1974;185(4157):1124–31.
Marcora SM. Do we really need a central governor to explain brain regulation of exercise performance? Eur J Appl Physiol. 2008;104(5):929.
Beedie CJ, Terry PC, Lane AM. The profile of mood states and athletic performance: two meta-analyses. J Appl Sport Psychol. 2000;12(1):49–68.
Moritz SE, Feltz DL, Fahrbach KR, Mack DE. The relation of self-efficacy measures to sport performance: a meta-analytic review. Res Q Exerc Sport. 2000;71(3):280–94.
Elferink-Gemser MT, Hettinga FJ. Pacing and Self-Regulation: Important Skills for Talent Development in Endurance Sports. Int J Sports Physiol Perform. 2017;12:831–5.
Schmidt RA, Lee TD, Winstein C, Wulf G, Zelaznik HN. Motor control and learning: a behavioral emphasis. Human kinetics; 2018.
McMorris T. Acquisition and performance of sports skills. Hoboken: Wiley; 2014.
Ulmer HV. Concept of an extracellular regulation of muscular metabolic rate during heavy exercise in humans by psychophysiological feedback. Experientia. 1996;52(5):416–20.
Foster C, Schrager M, Snyder AC, Thompson NN. Pacing strategy and athletic performance. Sports Med. 1994;17(2):77–85.
Hodges NJ, Williams AM. Skill acquisition in sport: research, theory and practice. 2012.
Payne VG, Isaacs LD. Human motor development: a lifespan approach. London: Routledge; 2017.
Krakauer JW, Hadjiosif AM, Xu J, Wong AL, Haith AM. Motor learning. Compr Physiol. 2019;9(2):613–63.
Buckler JM, Wild J. Longitudinal study of height and weight at adolescence. Arch Dis Child. 1987;62(12):1224.
Roche AF, Sun SS. Human growth: assessment and interpretation. Cambridge: Cambridge University Press; 2005.
Armstrong N, British Association of S, Exercise Sciences ib. Paediatric exercise physiology. Edinburgh, New York: Churchill Livingstone; 2007.
Malina RM, Bouchard C, Bar-Or O. Growth, maturation, and physical activity. Human kinetics; 2004.
Spreen O, Risser AH, Edgell D. Developmental neuropsychology. Oxford: Oxford University Press; 1995.
Arain M, Haque M, Johal L, Mathur P, Nel W, Rais A, et al. Maturation of the adolescent brain. Neuropsychiatr Dis Treat. 2013;9:449.
Casey B, Jones RM, Hare TA. The adolescent brain. Ann N Y Acad Sci. 2008;1124(1):111–26.
Blasco-Lafarga C, Montoya-Vieco A, Martínez-Navarro I, Mateo-March M, Gallach JE. Six hundred meter-run and broken 800’s contribution to pacing improvement in eight hundred meter–athletics: role of expertise and training implications. J Strength Cond Res. 2013;27(9):2405–13.
Renfree A, Casado A. Athletic races represent complex systems, and pacing behavior should be viewed as an emergent phenomenon. Front Physiol. 2018;9:1432.
Menting SGP, Hendry DT, Schiphof-Godart L, Elferink-Gemser MT, Hettinga FJ. Optimal development of youth athletes toward elite athletic performance: how to coach their motivation, plan exercise training, and pace the race. Front Sports Active Living. 2019;1:14.
Schiphof-Godart L, Hettinga FJ. Passion and pacing in endurance performance. Front Physiol. 2017;8:83.
Thiel C, Pfeifer K, Sudeck G. Pacing and perceived exertion in endurance performance in exercise therapy and health sports. German J Exerc Sport Res. 2018;48(1):136–44.
Van Biesen D, Hettinga FJ, McCulloch K, Vanlandewijck YC. Pacing ability in elite runners with intellectual impairment. Med Sci Sports Exerc. 2017;49(3):588–94.
Kerr R. Psychomotor learning. Philadelphia: Saunders College Publication; 1982.
Fitts PM. Perceptual-motor skill learning. In: Categories of human learning. Elsevier; 1964. p. 243–85.
Micklewright D, Kegerreis S, Raglin J, Hettinga F. Will the conscious–subconscious pacing quagmire help elucidate the mechanisms of self-paced exercise? New opportunities in dual process theory and process tracing methods. Sports Med. 2017;47(7):1231–9.
Abonie US, Sandercock GRH, Heesterbeek M, Hettinga FJ. Effects of activity pacing in patients with chronic conditions associated with fatigue complaints: a meta-analysis. Disabil Rehabil. 2020;42(5):613–22.
De Koning JJ, Foster C, Lucia A, Bobbert MF, Hettinga FJ, Porcari JP. Using modeling to understand how athletes in different disciplines solve the same problem: swimming versus running versus speed skating. Int J Sports Physiol Perform. 2011;6:276–80.
Hyland-Monks R, Cronin L, McNaughton L, Marchant D. The role of executive function in the self-regulation of endurance performance: a critical review. Prog Brain Res. 2018;240:353–70.
Wingfield G, Marino F, Skein M. The influence of knowledge of performance endpoint on pacing strategies, perception of effort, and neural activity during 30-km cycling time trials. Physiol Rep. 2018;6(21):e13892.
Hettinga FJ. The race has begun! But how to learn how to race and pace? Champaign: Human Kinetics; 2018.
Foster C, De Koning JJ, Hettinga F, Lampen J, La Clair KL, Dodge C, et al. Pattern of energy expenditure during simulated competition. Med Sci Sports Exerc. 2003;35(5):826–31.
Corbett J, Barwood MJ, Parkhouse K. Effect of task familiarisation on distribution of energy during a 2000 m cycling time trial. Br J Sports Med. 2009;43(10):770–4.
Menting SGP, Elferink-Gemser MT, Edwards AM, Hettinga FJ. Effects of experience and opponents on the pacing behaviour and 2-km cycling performance of novice youths. Res Q Exerc Sport. 2019;90(4):609–18.
Konings MJ, Schoenmakers PPJM, Walker AJ, Hettinga FJ. The behavior of an opponent alters pacing decisions in 4-km cycling time trials. Physiol Behav. 2016;158:1–5.
Ansley L, Schabort E, Gibson ASC, Lambert MI, Noakes TD. Regulation of pacing strategies during successive 4-km time trials. Med Sci Sports Exerc. 2004;36(10):1819–25.
Williams CA, Bailey S, Mauger AR. External exercise information provides no immediate additional performance benefit to untrained individuals in time trial cycling. Br J Sports Med. 2012;46(1):49–53.
Mauger AR, Jones AM, Williams CA. Influence of feedback and prior experience on pacing during a 4-km cycle time trial. Med Sci Sports Exerc. 2009;41(2):451–8.
Mauger AR, Jones AM, Williams CA. Influence of exercise variation on the retention of a pacing strategy. Eur J Appl Physiol. 2010;108(5):1015–23.
Jones HS, Williams EL, Marchant DC, Sparks SA, Bridge CA, Midgley AW, et al. Deception has no acute or residual effect on cycling time trial performance but negatively effects perceptual responses. J Sci Med Sport. 2016;19(9):771–6.
Jeukendrup AE, Hopkins S, Aragón-Vargas LF, Hulston C. No effect of carbohydrate feeding on 16 km cycling time trial performance. Eur J Appl Physiol. 2008;104(5):831–7.
Boya M, Foulsham T, Hettinga F, Parry D, Williams EL, Massey H, et al. Information acquisition differences between experienced and novice time trial cyclists. Med Sci Sports Exerc. 2017;49(9):1884–98.
Whitehead AE, Jones HS, Williams EL, Rowley C, Quayle L, Marchant D, et al. Investigating the relationship between cognitions, pacing strategies and performance in 16.1 km cycling time trials using a think aloud protocol. Psychol Sport Exerc. 2018;34:95–109.
Martin K, Staiano W, Menaspà P, Hennessey T, Marcora S, Keegan R, et al. Superior inhibitory control and resistance to mental fatigue in professional road cyclists. PLOS ONE. 2016;11(7):e159907.
Marquet L-A, Hausswirth C, Molle O, Hawley JA, Burke LM, Tiollier E, et al. Periodization of carbohydrate intake: short-term effect on performance. Nutrients. 2016;8(12):755.
Micklewright D, Papadopoulou E, Swart J, Noakes T. Previous experience influences pacing during 20 km time trial cycling. Br J Sports Med. 2010;44(13):952–60.
Hibbert AW, Billaut F, Varley MC, Polman RC. Familiarization protocol influences reproducibility of 20-km cycling time-trial performance in novice participants. Front Physiol. 2017;8:488.
Schmit C, Duffield R, Hausswirth C, Coutts AJ, Le Meur Y. Pacing adjustments associated with familiarization: heat versus temperate environments. Int J Sports Physiol Perform. 2016;11(7):855–60.
Micklewright D, Parry D, Robinson T, Deacon G, Renfree A, St Clair Gibson A, et al. Risk perception influences athletic pacing strategy. Med Sci Sports Exerc. 2015;47(5):1026–37.
Foster C, Hendrickson KJ, Peyer K, Reiner B, Lucia A, Battista RA, et al. Pattern of developing the performance template. Br J Sports Med. 2009;43:765–9.
Cerasola D, Cataldo A, Bellafiore M, Traina M, Palma A, Bianco A, et al. Race profiles of rowers during the 2014 youth olympic games. J Strength Cond Res. 2018;32(7):2055–60.
Filipas L, Mottola F, Tagliabue G, La Torre A. The effect of mentally demanding cognitive tasks on rowing performance in young athletes. Psychol Sport Exerc. 2018;39:52–62.
Kennedy MD, Bell G. Development of race profiles for the performance of a simulated 2000-m rowing race. Can J Appl Physiol. 2003;28(4):536–46.
Dimakopoulou E, Zacharogiannis E, Chairopoulou C, Kaloupsis S, Platanou T. The effect of pacing strategy on physiological, kinetic and performance variables during simulated rowing ergometer. J Sports Med Phys Fitness. 2018;58(7–8):1006–13.
Schabort E, Hawley J, Hopkins W, Blum H. High reliability of performance of well-trained rowers on a rowing ergometer. J Sports Sci. 1999;17(8):627–32.
Hanon C, Gajer B. Velocity and stride parameters of world-class 400-meter athletes compared with less experienced runners. J Strength Cond Res. 2009;23(2):524–31.
Micklewright D, Angus C, Suddaby J, St ACG, Sandercock G, Chinnasamy C. Pacing strategy in schoolchildren differs with age and cognitive development. Med Sci Sports Exerc. 2012;44(2):362–9.
Chinnasamy C, Gibson ASC, Micklewright D. Effect of spatial and temporal cues on athletic pacing in schoolchildren. Med Sci Sports Exerc. 2013;45(2):395–402.
Lambrick D, Rowlands A, Rowland T, Eston R. Pacing strategies of inexperienced children during repeated 800 m individual time-trials and simulated competition. Pediatr Exerc Sci. 2013;25:198–211.
Green JM, Sapp AL, Pritchett RC, Bishop PA. Pacing accuracy in collegiate and recreational runners. Eur J Appl Physiol. 2010;108(3):567–72.
Watkins J, Platt S, Andersson E, McGawley K. Pacing strategies and metabolic responses during 4-minute running time trials. Int J Sports Physiol Perform. 2017;12(9):1143–50.
Diaz V, Peinado AB, Vleck VE, Alvarez-Sanchez M, Benito PJ, Alves FB, et al. Longitudinal changes in response to a cycle-run field test of young male national “Talent identification” and senior elite triathlon squads. J Strength Cond Res. 2012;26(8):2209–19.
Deaner RO, Lowen A. Males and females pace differently in high school cross-country races. J Strength Cond Res. 2016;30(11):2991–7.
Stevens C, Hacene J, Sculley D, Taylor L, Callister R, Dascombe B. The reliability of running performance in a 5 km time trial on a non-motorized treadmill. Int J Sports Med. 2015;36(09):705–9.
Couto PG, Bertuzzi R, de Souza CC, Lima HM, Kiss MAPDM, de Oliveira FR, et al. High carbohydrate diet induces faster final sprint and overall 10000-m times of young runners. Pediatr Exerc Sci. 2015;27(3):355–63.
Knechtle B, Bamert J, Rosemann T, Nikolaidis PT. Exercise-associated hyponatremia during a self-paced marathon attempt in a 15-year-old male teenager. Medicina. 2019;55(3):63.
Santos-Lozano A, Collado P, Foster C, Lucia A, Garatachea N. Influence of sex and level on marathon pacing strategy Insights from the New York City race. Int J Sports Med. 2014;35(11):933–8.
Trubee NW, Vanderburgh PM, Diestelkamp WS, Jackson KJ. Effects of heat stress and sex on pacing in marathon runners. J Strength Cond Res. 2014;28(6):1673–8.
Deaner RO, Carter RE, Joyner MJ, Hunter SK. Men are more likely than women to slow in the marathon. Med Sci Sports Exerc. 2015;47(3):607.
Morais JE, Barbosa TM, Silva AJ, Veiga S, Marinho DA. Profiling of elite male junior 50 m freestyle sprinters: understanding the speed-time relationship. Scand J Med Sci Sports. 2022;32(1):60–8.
Dormehl S, Osborough C. Effect of age, sex, and race distance on front crawl stroke parameters in subelite adolescent swimmers during competition. Pediatr Exerc Sci. 2015;27(3):334–44.
Skorski S, Faude O, Rausch K, Meyer T. Reproducibility of pacing profiles in competitive swimmers. Int J Sports Med. 2013;34:152–7.
Skorski S, Faude O, Abbiss CR, Caviezel S, Wengert N, Meyer T. Influence of pacing manipulation on performance of juniors in simulated 400-m swim competition. Int J Sports Physiol Perform. 2014;9(5):817–24.
Turner AP, Smith T, Coleman SG. Use of an audio-paced incremental swimming test in young national-level swimmers. Int J Sports Physiol Perform. 2008;3(1):68–79.
Scruton A, Baker J, Roberts J, Basevitch I, Merzbach V, Gordon D. Pacing accuracy during an incremental step test in adolescent swimmers. Open Access J Sports Med. 2015;6:249.
McGibbon KE, Pyne DB, Heidenreich LE, Pla R. A novel method to characterize the pacing profile of elite male 1500-m freestyle swimmers. Int J Sports Physiol Perform. 2020;16(6):818–24.
Barbosa LP, Sousa CV, Aguiar SD, Gadelha AB, Nikolaidis PT, Villiger E, et al. The beginning of success: Performance trends and cut-off values for junior and the U23 triathlon categories. J Exerc Sci Fit. 2022;20(1):16–22.
Wiersma R, Stoter IK, Visscher C, Hettinga FJ, Elferink-Gemser MT. Development of 1500-m pacing behavior in junior speed skaters: a longitudinal study. Int J Sports Physiol Perform. 2017;12(9):1224–31.
Stoter IK, Hettinga FJ, Otten E, Visscher C, Elferink-Gemser MT. Changes in technique throughout a 1500-m speed skating time-trial in junior elite athletes: Differences between sexes, performance levels and competitive seasons. PLOS ONE. 2020;15(8):e0237331.
Menting SGP, Konings MJ, Elferink-Gemser MT, Hettinga FJ. Pacing behavior of elite youth athletes: analyzing 1500-m short-track speed skating. Int J Sports Physiol Perform. 2019;14:222–31.
Menting SGP, Huijgen BC, Konings MJ, Hettinga FJ, Elferink-Gemser MT. Pacing behavior development of youth short-track speed skaters: a longitudinal study. Med Sci Sports Exerc. 2020;52(5):1099–108.
Sollie O, Gløersen Ø, Gilgien M, Losnegard T. Differences in pacing pattern and sub-technique selection between young and adult competitive cross-country skiers. Scand J Med Sci Sports. 2021;31(3):553–63.
Formenti D, Rossi A, Calogiuri G, Thomassen TO, Scurati R, Weydahl A. Exercise intensity and pacing strategy of cross-country skiers during a 10 km skating simulated race. Res Sports Med. 2015;23(2):126–39.
Carlsson M, Assarsson H, Carlsson T. The influence of sex, age, and race experience on pacing profiles during the 90 km Vasaloppet ski race. Open Access J Sports Med. 2016;7:11.
Alves D, Cruz R, Lima-Silva A, Domingos P, Bertuzzi R, Osiecki R, et al. Are experienced and high-level race walking athletes able to match pre-programmed with executed pacing? Braz J Med Biol Res. 2019;52(6).
Sealey RM, Spinks WL, Leicht AS, Sinclair WH. Identification and reliability of pacing strategies in outrigger canoeing ergometry. J Sci Med Sport. 2010;13(2):241–6.
Moss SL, Francis B, Calogiuri G, Highton J. Pacing during a cross-country mountain bike mass-participation event according to race performance, experience, age and sex. Eur J Sport Sci. 2019;19(6):793–801.
Sampson JA, Fullagar HHK, Gabbett T. Knowledge of bout duration influences pacing strategies during small-sided games. J Sport Sci. 2015;33(1):85–98.
Johnston RD, Gabbett TJ, Jenkins DG. The influence of physical fitness and playing standard on pacing strategies during a team-sport tournament. Int J Sports Physiol Perform. 2015;10(8):1001–8.
Christie CJ, Elliot A, Pote L, Steenekamp T, Billaut F, Noakes TD. Effect of expertise on pacing strategies and sprint performance in batsmen. J Sci Med Sport. 2018;21(5):513–7.
Moss SL, Twist C. Influence of different work and rest distributions on performance and fatigue during simulated team handball match play. J Strength Cond Res. 2015;29(10):2697–707.
Burdon CA, Park J, Tagami K, Groeller H, Sampson JA. Effect of practice on performance and pacing strategies during an exercise circuit involving load carriage. J Strength Cond Res. 2018;32(3):700–7.
Gross M, Hemund K, Vogt M. High intensity training and energy production during 90-second box jump in junior alpine skiers. J Strength Cond Res. 2014;28(6):1581–7.
Reid JC, Greene RM, Herat N, Hodgson DD, Halperin I, Behm DG. Knowledge of repetition range does not affect maximal force production strategies of adolescent females. Pediatr Exerc Sci. 2017;29(1):109–15.
Konings MJ, Noorbergen OS, Parry D, Hettinga FJ. Pacing behavior and tactical positioning in 1500-m short-track speed skating. Int J Sports Physiol Perform. 2016;11(1):122–9.
Abbiss CR, Laursen PB. Describing and understanding pacing strategies during athletic competition. Sports Med. 2008;38:239–52.
Foster C, Snyder A, Thompson NN, Green MA, Foley M, Schrager M. Effect of pacing strategy on cycle time trial performance. Med Sci Sports Exerc. 1993;25(3):383–8.
Singer RN. Preperformance state, routines, and automaticity: What does it take to realize expertise in self-paced events? J Sport Exerc Psychol. 2002;24(4):359–75.
Robinson DT, Cloak R, Lahart IM, Lane AM. Do I focus on the process of cycling or try to put my mind elsewhere? A comparison of concentration strategies for use in pacing by novice riders. Prog Brain Res. 2018;240:127–40.
Azevedo RDA, Silva-Cavalcante MD, Cruz R, Couto P, Lima-Silva AE, Bertuzzi R. Distinct pacing profiles result in similar perceptual responses and neuromuscular fatigue development: why different “roads” finish at the same line? Eur J Sport Sci. 2021;22:1046–56.
Hettinga FJ, Edwards AM, Hanley B. The science behind competition and winning in athletics: using world-level competition data to explore pacing and tactics. Front Sports Active Living. 2019; 11.
Mytton GJ, Archer DT, Turner L, Skorski S, Renfree A, Thompson KG, et al. Increased variability of lap speeds: differentiating medalists and nonmedalists in middle-distance running and swimming events. Int J Sports Physiol Perform. 2015;10(3):369–73.
Eime R, Harvey J, Charity M. Sport drop-out during adolescence: is it real, or an artefact of sampling behaviour? Int J Sport Policy Polit. 2019;11(4):715–26.
Ranganathan R, Newell KM. Changing up the routine: intervention-induced variability in motor learning. Exerc Sport Sci Rev. 2013;41(1):64–70.
Guadagnoli MA, Lee TD. Challenge point: a framework for conceptualizing the effects of various practice conditions in motor learning. J Mot Behav. 2004;36(2):212–24.
Boyd L, Rogers T, Docherty D, Petersen S. Variability in performance on a work simulation test of physical fitness for firefighters. Appl Physiol Nutr Metab. 2015;40(4):364–70.
Shea CH, Kohl RM. Specificity and variability of practice. Res Q Exerc Sport. 1990;61(2):169–77.
Veenman MV, Spaans MA. Relation between intellectual and metacognitive skills: age and task differences. Learn Individ Differ. 2005;15(2):159–76.
Diamond A. Executive functions. Annu Rev Psychol. 2013;64:135–68.
Toering TT, Elferink-Gemser MT, Jordet G, Visscher C. Self-regulation and performance level of elite and non-elite youth soccer players. J Sports Sci. 2009;27(14):1509–17.
Huijgen BCH, Leemhuis S, Kok NM, Verburgh L, Oosterlaan J, Elferink-Gemser MT, et al. Cognitive functions in elite and sub-elite youth soccer players aged 13 to 17 years. PLoS ONE. 2015;10(12):e0144580.
Toering T, Elferink-Gemser MT, Jonker L, van Heuvelen MJ, Visscher C. Measuring self-regulation in a learning context: Reliability and validity of the Self-Regulation of Learning Self-Report Scale (SRL-SRS). Int J Sport Exerc Psychol. 2012;10(1):24–38.
Edwards AM, McCormick A. Time perception, pacing and exercise intensity: maximal exercise distorts the perception of time. Physiol Behav. 2017;15(180):98–102.
Alves DL, Cruz R, Bara C, Osiecki R, Lima JRP, De-Oliveira FR. Pre-planned vs executed real-time pacing strategies during 3-km race: role of rating perceived exertion. Res Q Exerc Sport. 2020;91(3):469–77.