journal article·2025-10-09Open access

Training Impulse as a Tool for Linking Exercise Dose to Health Outcomes in Adolescents: Evidence from Interval-Based Interventions

Jarosław Domaradzki, Dawid Koźlenia, Marek Popowczak, Katarzyna Kochan-Jacheć, Paweł Szkudlarek, Eugenia Murawska-Ciałowicz

Applied Sciences· Volume 15· Issue 19

Abstract

Background: The training impulse (TRIMP) method integrates exercise duration and intensity, yet its application in school-based health programs is limited. This study examined dose–response relationships between TRIMP and changes in body fat percentage (%BF), blood pressure, and cardiorespiratory fitness (CRF) in adolescents. Methods: 145 adolescents (69 males, 76 females; aged 15.01 ± 0.54 years) completed eight-week interval-based physical education programs: high-intensity interval training (HIIT) or high-intensity plyometric training (HIPT). Heart rate was continuously monitored, and TRIMP values were calculated across 16 sessions. Outcomes included %BF, systolic (SBP) and diastolic blood pressure (DBP), and maximal oxygen consumption (VO2max), assessed pre- and post-intervention. Results: HIIT elicited higher TRIMP than HIPT in females (η2p = 0.043). Linear dose–response patterns were identified (r = 0.18–0.36) (e.g., SBP in males, r = −0.38, p = 0.001; %BF in males, r = −0.36, p = 0.002). In males, one TRIMP unit reduced SBP by 1.8 mmHg (HIIT) and DBP by 1.6 mmHg (HIPT). In females, HIPT-derived TRIMP predicted reductions of ~0.6% in %BF and~0.9 mmHg in DBP. No significant associations were found for VO2max. Conclusions: TRIMP provides a feasible and sensitive tool for quantifying internal training load in adolescent interventions, linking exercise dose to measurable health benefits and supporting its application in preventive contexts.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Cardiovascular and exercise physiology · Sports Performance and Training · Heart Rate Variability and Autonomic Control

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Faculty of Physical Education and Sport, Wroclaw University of Health and Sport Sciences, 51-612 Wroclaw, Poland

Funding

Polish Ministry of Science and Higher Education program titled “Science for Society II”

References (67)

Show source-provided references
1. (2025, February 04). Challenges and Opportunities for Addressing Obesity. Available online: https://www.europarl.europa.eu/RegData/etudes/STUD/2024/754218/IPOL_STU(2024)754218_EN.pdf.
2. National Heart, Lung, and Blood Institute (NHLBI) (2013). Managing Overweight and Obesity in Adults: Systematic Evidence Review from the Obesity Expert Panel. Clinical Guidelines, National Heart, Lung, and Blood Institute (NHLBI).
3. Association of depression & health related quality of life with body composition in children and youth with obesity10.1016/j.jad.2014.09.014 ↗
4. Associations between obesity and comorbid mental health, developmental, and physical health conditions in a nationally representative sample of US children aged 10 to 1710.1016/j.acap.2012.10.007 ↗
5. Overweight, obesity, and depression: A systematic review and me-ta-analysis of longitudinal studies10.1001/archgenpsychiatry.2010.2 ↗
6. Impact of physical activity on the association of overweight and obesity with cardiovascular disease: The Rotterdam Study10.1177/2047487317693952 ↗
7. Causes and consequences of obesity: Epigenetics or hypokinesis?
8. Obesity and Depression: Its Prevalence and Influence as a Prognostic Factor: A Systematic Review10.30773/pi.2020.0099 ↗
9. Srisuk, S. (2025). The effects of high-intensity interval training (HIIT) on physical fitness in adolescents. Hum. Mov., Available online: https://hummov.awf.wroc.pl/pdf-205885-129122?filename=Effects%20of%20high_intensity.pdf.
10. Aouati, O., Carletti, G., Moulac, M., Pelsy, F., and Van den Bos, S. (2025, February 04). Current Challenges and Opportunities for Addressing Obesity. Available online: https://policycommons.net/artifacts/17513383/current-challenges-and-opportunities-for-addressing-obesity/18404920/.
11. School-Based Family-Oriented Health Interventions to Promote Physical Activity in Children and Adolescents: A Systematic Review10.1177/08901171221113836 ↗
12. Domaradzki, J., Koźlenia, D., and Popowczak, M. (2023). The prevalence of responders and non-responders for body composition, resting blood pressure, musculoskeletal, and cardiorespiratory fitness after ten weeks of school-based high-intensity interval training in adolescents. J. Clin. Med., 12.10.3390/jcm12134204 ↗
13. Domaradzki, J., Koźlenia, D., and Popowczak, M. (2022). The Mediation Role of Fatness in Associations between Cardiorespiratory Fitness and Blood Pressure after High-Intensity Interval Training in Adolescents. Int. J. Environ. Res. Public Health, 19.10.3390/ijerph19031698 ↗
14. High-intensity interval training in children and adolescents with special educational needs: A systematic review and narrative synthesis10.1186/s12966-023-01421-5 ↗
15. The impact of continuous and interval cycle exercise on affect and enjoyment10.1080/02701367.2015.1015673 ↗
16. Effects of High-Intensity Interval Training in School on the Physical Performance and Health of Children and Adolescents: A Systematic Review with Meta-Analysis10.1186/s40798-022-00437-8 ↗
17. School-based high-intensity interval training programs in children and adolescents: A systematic review and meta-analysis10.1371/journal.pone.0266427 ↗
18. Feasibility of incorporating high-intensity interval training into physical education programs to improve body composition and cardiorespiratory capacity of overweight and obese children: A systematic review10.1016/j.jesf.2018.11.003 ↗
19. The impact of high-intensity interval training versus moderate-intensity continuous training on vascular function: A systematic review and meta-analysis10.1007/s40279-015-0321-z ↗
20. The effects of high-intensity interval training vs. moderate-intensity continuous training on body composition in overweight and obese adults: A systematic review and meta-analysis10.1111/obr.12532 ↗
21. High-intensity interval training, solutions to the programming puzzle: Part I: Cardiopulmonary emphasis10.1007/s40279-013-0029-x ↗
22. A progressive shuttle run test to estimate maximal oxygen uptake10.1136/bjsm.22.4.141 ↗
23. Effect of four different forms of high intensity training on BDNF response to Wingate and Graded Exercise Test10.1038/s41598-021-88069-y ↗
24. The Effect of Low-Volume High-Intensity Interval Training on Body Composition and Cardiorespiratory Fitness: A Systematic Review and Meta-Analysis10.1007/s40279-019-01167-w ↗
25. Atakan, M.M., Li, Y., Koşar, Ş.N., Turnagöl, H.H., and Yan, X. (2021). Evidence-Based Effects of High-Intensity Interval Training on Exercise Capacity and Health: A Review with Historical Perspective. Int. J. Environ. Res. Public Health, 18.10.3390/ijerph18137201 ↗
26. Murawska-Cialowicz, E., Wolanski, P., Zuwala-Jagiello, J., Feito, Y., Petr, M., Kokstejn, J., Stastny, P., and Goliński, D. (2020). Effect of HIIT with Tabata Protocol on Serum Irisin, Physical Performance, and Body Composition in Men. Int. J. Environ. Res. Public Health, 17.10.3390/ijerph17103589 ↗
27. Plyometric exercise combined with high-intensity interval training improves metabolic abnormalities in young obese females more so than interval training alone10.1139/apnm-2015-0384 ↗
28. The effects of a 6-week plyometric training program on agility
29. Body composition adaptations to lower-body plyometric training: A systematic review and meta-analysis10.5114/biolsport.2022.104916 ↗
30. Effects of plyometric training on health-related physical fitness in untrained participants: A systematic review and meta-analysis10.1038/s41598-024-61905-7 ↗
31. Short-term high intensity plyometric training program improves strength, power and agility in male soccer players10.2478/hukin-2013-0002 ↗
32. A systematic review: Plyometric training programs for young children
33. Martin-Smith, R., Cox, A., Buchan, D.S., Baker, J.S., Grace, F., and Sculthorpe, N. (2020). High Intensity Interval Training (HIIT) Improves Cardiorespiratory Fitness (CRF) in Healthy, Overweight and Obese Adolescents: A Systematic Review and Meta-Analysis of Controlled Studies. Int. J. Environ. Res. Public Health, 17.10.3390/ijerph17082955 ↗
34. High-intensity interval training for improving health-related fitness in adolescents: A systematic review and meta-analysis10.1136/bjsports-2014-094490 ↗
35. Mitić, P., Jovanović, R., Stojanović, N., Barišić, V., and Trajković, N. (2024). Enhancing Adolescent Physical Fitness and Well-Being: A School-Based High-Intensity Interval Training Program. J. Funct. Morphol. Kinesiol., 9.10.3390/jfmk9040279 ↗
36. Can high-intensity interval training improve physical and mental health outcomes? A meta-review of 33 systematic reviews across the lifespan10.1080/02640414.2019.1706829 ↗
37. The Dose–Response Relationship Between Physical Activity and Cardiometabolic Health in Young Adults10.1016/j.jadohealth.2020.04.021 ↗
38. Chang, X., Wang, Z., Guo, H., Xu, Y., and Ogihara, A. (2023). Effect of Physical Activity/Exercise on Cardiorespiratory Fitness in Children and Adolescents with Type 1 Diabetes: A Scoping Review. Int. J. Environ. Res. Public Health, 20.10.3390/ijerph20021407 ↗
39. Effects and dose–response relationship of high-intensity interval training on cardiorespiratory fitness in overweight and obese adults: A systematic review and meta-analysis10.1080/02640414.2021.1964800 ↗
40. Effect of high-intensity interval training on cardiorespiratory in children and adolescents with overweight or obesity: A meta-analysis of randomized controlled trials10.3389/fpubh.2024.1269508 ↗
41. Training load quantification of high intensity exercises: Discrepancies between original and alternative methods10.1371/journal.pone.0237027 ↗
42. Effects of two forms of school-based high-intensity interval training on body fat, blood pressure, and cardiorespiratory fitness in adolescents: Randomized control trial with eight-week follow-up—The PEER-HEART study10.3389/fphys.2025.1530195 ↗
43. Marfell-Jones, M., Olds, T., Stewart, A., and Carter, L. (2006). International Standards for Anthropometric Assessment, International Society for the Advancement of Kinanthropometry.10.4324/9780203970157 ↗
44. The Miami Heart Study (MiHeart) at Baptist Health South Florida, A prospective study of subclinical cardiovascular disease and emerging cardiovascular risk factors in asymptomatic young and middle-aged adults: The Miami Heart Study: Rationale and Design10.1016/j.ajpc.2021.100202 ↗
45. Heart rate processing algorithms and exercise duration on reliability and validity decisions in biceps-worn Polar Verity Sense and OH1 wearables10.1038/s41598-023-38329-w ↗
46. Macdougall, J.D., Wenger, H.A., and Green, H.J. (1991). Modeling Elite Athletic Performance. Physiological Testing of Elite Athletes, Human Kinetics.
47. Modeling human performance in running10.1152/jappl.1990.69.3.1171 ↗
48. A New Coefficient of Correlation10.1080/01621459.2020.1758115 ↗
49. Statistical comparison of the slopes of two regression lines: A tutorial10.1016/j.aca.2014.04.057 ↗
50. The effect of Tabata-style functional high-intensity interval training on cardiometabolic health and physical activity in female university students10.3389/fphys.2023.1095315 ↗
51. Physiological adaptations to interval training and the role of exercise intensity10.1113/JP273196 ↗
52. Crossfit training changes brain-derived neurotrophic factor and irisin levels at rest, after Wingate and progressive tests, and improves aerobic capacity and body composition of young physically active men and women
53. The physiology of interval training: A new target to HIIT10.1113/JP273466 ↗
54. Cardiovascular and cardiorespiratory effects of high-intensity interval training in body fat responders and non-responders10.1038/s41598-024-65444-z ↗
55. Beneficial alterations in body composition, physical performance, oxidative stress, inflammatory markers, and adipocytokines induced by long-term high-intensity interval training in an aged rat model10.1016/j.exger.2018.10.006 ↗
56. Effects of high-intensity interval training and its different protocols on lipid profile and glycaemic control in type 2 diabetes: A meta-analysis10.1080/02640414.2024.2330232 ↗
57. The effect of chronic high-intensity interval training programs on glycaemic control, aerobic resistance, and body composition in type 2 diabetic patients: A meta-analysis10.1007/s40618-023-02144-x ↗
58. Effectiveness and safety of high-intensity interval training in patients with type 2 Diabetes10.2337/diaspect.28.1.39 ↗
59. Effects of high-intensity interval training and plyometric exercise on the physical fitness of junior male handball players
60. Effects of high-intensity interval training versus moderate-intensity continuous training on blood pressure in patients with hypertension: A meta-analysis10.1097/MD.0000000000032246 ↗
61. Effects of high-intensity interval training with different interval durations on physical performance in handball players10.1519/JSC.0000000000001847 ↗
62. Effect of high-intensity interval training on cardiorespiratory fitness, physical activity and body composition in people with schizophrenia: A randomized trial10.1186/s12888-020-02827-2 ↗
63. Aerobic interval training reduces blood pressure and improves myocardial function in hypertensive patients10.1177/1741826711400512 ↗
64. Association of Isolated Diastolic Hypertension Based on the Cutoff Value in the 2017 American College of Cardiology/American Heart Association Blood Pressure Guidelines With Subsequent Cardiovascular Events in the General Population10.1161/JAHA.120.017963 ↗
65. Association of Isolated Diastolic Hypertension as Defined by the 2017 ACC/AHA Blood Pressure Guideline With Incident Cardiovascular Outcomes10.1001/jama.2019.21402 ↗
66. The high-intensity interval training introduced in physical education lessons decrease systole in high blood pressure adolescents10.1038/s41598-022-06017-w ↗
67. Sex Differences in Growth and Performance of Track and Field Athletes 11-15 Years10.2478/v10078-010-0023-4 ↗