journal article·2026-02-21Open access

The Validity and Reliability of the Individual Load–Velocity Profiles in the Deadlift and Hip Thrust Exercises in Men and Women

Raúl Nieto-Acevedo, Carlos García-Sánchez, Daniel Mon-López, Blanca Romero-Moraleda, Pablo Casado, Jaime García-González

Applied Sciences· Volume 16· Issue 4

Abstract

Muscular strength assessment is fundamental for training optimization. While one-repetition maximum (1RM) testing is valid, its practical use is limited, making velocity-based training (VBT) a viable alternative for estimating maximal strength and monitoring performance using submaximal loads. This observational, cross-sectional validity and reliability study aimed to: (i) assess the absolute and relative reliability of movement velocity at submaximal loads in the deadlift and hip thrust, (ii) evaluate the validity and reliability of 1RM estimations using LVP in these exercises, and (iii) compare reliability metrics between sexes. Thirty-two physically active adults voluntarily participated in the study, including sixteen men (age: 25.63 ± 3.79 years; body mass: 75.79 ± 8.64 kg; height: 175.81 ± 7.34 cm) and sixteen women (age: 25.06 ± 5.37 years; body mass: 61.94 ± 4.25 kg; height: 165.06 ± 5.72 cm). Strength-trained participants performed familiarization and two experimental sessions involving progressive load tests at various percentages of 1RM. Movement velocity was monitored using a validated linear velocity transducer. Statistical analyses included two-way ANOVA, Bland–Altman plots and intraclass correlation coefficients (ICCs). The results showed a systematic overestimation of 1RM derived from load–velocity profiles, which was moderate for the deadlift (mean difference ≈ +2.7 kg; p < 0.001) and small-to-moderate for the hip thrust (≈+3.3 kg; p = 0.002). Strong associations were observed between actual and estimated 1RM in both exercises (R2 > 0.92). Bland–Altman analyses revealed smaller bias but narrower limits of agreement for the deadlift compared with the hip thrust, indicating greater variability in hip thrust estimations. Test–retest analyses demonstrated good relative reliability of movement velocity in men across all loads (ICC > 0.75; CV < 8.2%), whereas women exhibited lower reliability, particularly at moderate-to-high loads in both exercises. Despite limited validity for precise 1RM estimation, load–velocity profiles showed good reproducibility, supporting their use for longitudinal performance monitoring rather than exact strength prediction.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Sports Performance and Training · Cardiovascular and exercise physiology · Sports injuries and prevention

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

Affiliations

Facultad de Ciencias Biomédicas y de la Salud, Universidad Alfonso X el Sabio (UAX), Avenida de la Universidad 1, 28691 Villanueva de la España, Spain

Deporte y Entrenamiento Research Group, Facultad de Ciencias de la Actividad Física y del Deporte, Universidad Politécnica de Madrid, 28040 Madrid, Spain

Department of Physical Education, Sport and Human Movement, Universidad Autónoma de Madrid, 28049 Madrid, Spain

Royal Spanish Football Federation, Las Rozas, 28232 Madrid, Spain

Exercise and Sport Sciences, Faculty of Health Science, Universidad Francisco de Vitoria, 28223 Pozuelo, Spain

References (52)

Show source-provided references
1. A Brief Review of Strength and Ballistic Assessment Methodologies in Sport10.1007/s40279-014-0145-2 ↗
2. Resistance Training Recommendations to Maximize Muscle Hypertrophy in an Athletic Population: Position Stand of the IUSCA10.47206/ijsc.v1i1.81 ↗
3. The Importance of Muscular Strength in Athletic Performance10.1007/s40279-016-0486-0 ↗
4. Validity and Reliability of the Load-Velocity Relationship to Predict the One-Repetition Maximum in Deadlift10.1519/JSC.0000000000002369 ↗
5. Reliability and Validity of the Multi-Point Method and the 2-Point Method’s Variations of Estimating the One-Repetition Maximum for Deadlift and Back Squat Exercises10.7717/peerj.13013 ↗
6. Marston, K.J., Forrest, M.R.L., Teo, S.Y.M., Mansfield, S.K., Peiffer, J.J., and Scott, B.R. (2022). Load-Velocity Relationships and Predicted Maximal Strength: A Systematic Review of the Validity and Reliability of Current Methods. PLoS ONE, 17.10.1371/journal.pone.0267937 ↗
7. American College of Sports Medicine (2009). American College of Sports Medicine Position Stand. Progression Models in Resistance Training for Healthy Adults. Med. Sci. Sports Exerc., 41, 687–708.10.1249/MSS.0b013e3181915670 ↗
8. Readiness to Train: Return to Baseline Strength and Velocity Following Strength or Power Training10.1177/1747954119900120 ↗
9. Test-Retest Reliability of the One-Repetition Maximum (1RM) Strength Assessment: A Systematic Review10.1186/s40798-020-00260-z ↗
10. Toward a New Paradigm in Resistance Training by Means of Velocity Monitoring: A Critical and Challenging Narrative10.1186/s40798-022-00513-z ↗
11. Reliability of Maximal Back Squat and Power Clean Performances in Inexperienced Athletes10.1519/JSC.0000000000000815 ↗
12. Short-Term Periodization Models: Effects on Strength and Speed-Strength Performance10.1007/s40279-015-0355-2 ↗
13. Validity and Reliability of Using Load-Velocity Relationship Profiles to Establish Back Squat 1 M·s-1 Load10.1519/JSC.0000000000003871 ↗
14. Movement Velocity as a Measure of Loading Intensity in Resistance Training10.1055/s-0030-1248333 ↗
15. The Reliability of Individualized Load-Velocity Profiles10.1123/ijspp.2017-0610 ↗
16. Movement Velocity as a Measure of Exercise Intensity in Three Lower Limb Exercises10.1080/02640414.2015.1090010 ↗
17. Nieto-Acevedo, R., Romero-Moraleda, B., Díaz-Lara, F.J., de la Rubia, A., González-García, J., and Mon-López, D. (2023). A Systematic Review and Meta-Analysis of the Differences in Mean Propulsive Velocity between Men and Women in Different Exercises. Sports, 11.10.3390/sports11060118 ↗
18. Predicting the Maximum Dynamic Strength in Bench Press: The High Precision of the Bar Velocity Approach10.1519/JSC.0000000000001670 ↗
19. Predicting Loading Intensity Measuring Velocity in Barbell Hip Thrust Exercise10.1519/JSC.0000000000003159 ↗
20. Time Course of Recovery Following Resistance Training Leading or Not to Failure10.1007/s00421-017-3725-7 ↗
21. Velocity Loss as an Indicator of Neuromuscular Fatigue during Resistance Training10.1249/MSS.0b013e318213f880 ↗
22. Monitoring Bar Velocity to Quantify Fatigue in Resistance Training10.1055/a-2316-7966 ↗
23. Delayed Potentiation Effects on Neuromuscular Performance after Optimal Load and High Load Resistance Priming Sessions Using Velocity Loss
24. Sex-Related Differences in the Load-Velocity and Load-Power Relationships of the Decline Bench Press Exercise10.1080/02640414.2024.2386207 ↗
25. Sample Size Estimation for Biomechanical Waveforms: Current Practice, Recommendations and a Comparison to Discrete Power Analysis10.1016/j.jbiomech.2021.110451 ↗
26. Barbell Hip Thrust10.1519/SSC.0b013e31822fa09d ↗
27. Loaded Hip Thrust-Based PAP Protocol Effects on Acceleration and Sprint Performance of Handball Players10.1080/02640414.2017.1374657 ↗
28. Nieto-Acevedo, R., Romero-Moraleda, B., Montalvo-Pérez, A., García-Sánchez, C., Marquina-Nieto, M., and Mon-López, D. (2023). Sex Differences in the Load–Velocity Profiles of Three Different Row Exercises. Sports, 11.10.3390/sports11110220 ↗
29. López-Torres, O., Nieto-Acevedo, R., Guadalupe-Grau, A., and Elías, V.E.F. (2025). Sex Differences in Bench Press Strength and Power: A Velocity-Based Analysis Adjusted for Body Composition. J. Funct. Morphol. Kinesiol., 10.10.3390/jfmk10030284 ↗
30. Nieto-Acevedo, R., Romero-Moraleda, B., Montalvo-Pérez, A., Valdés-Álvarez, A., García-Sánchez, C., and Mon-López, D. (2023). Should We Use the Men Load–Velocity Profile for Women in Deadlift and Hip Thrust?. Int. J. Environ. Res. Public Health, 20.10.3390/ijerph20064888 ↗
31. Resistance Training Intensity Prescription Methods Based on Lifting Velocity Monitoring
32. Precision of 7 Commercially Available Devices for Predicting Bench-Press 1-Repetition Maximum from the Individual Load-Velocity Relationship10.1123/ijspp.2018-0801 ↗
33. Reliability and Validity of the Load-Velocity Relationship to Predict the 1RM Back Squat10.1519/JSC.0000000000001657 ↗
34. Reliability of the Load-Velocity Relationship Obtained Through Linear and Polynomial Regression Models to Predict the 1-Repetition Maximum Load10.1123/jab.2017-0266 ↗
35. Inter-Individual Variability in the Load-Velocity Relationship Is Detected by Multilevel Mixed Regression Models
36. García-Ramos, A., Ulloa-Díaz, D., Barboza-González, P., Rodríguez-Perea, Á., Martínez-García, D., Quidel-Catrilelbún, M., Guede-Rojas, F., Cuevas-Aburto, J., Janicijevic, D., and Weakley, J. (2019). Assessment of the Load-Velocity Profile in the Free-Weight Prone Bench Pull Exercise through Different Velocity Variables and Regression Models. PLoS ONE, 14.10.1371/journal.pone.0212085 ↗
37. Bench Press 1-Repetition Maximum Estimation Through the Individualized Load-Velocity Relationship: Comparison of Different Regression Models and Minimal Velocity Thresholds10.1123/ijspp.2020-0312 ↗
38. Revisiting the Concept of Minimal Detectable Change for Patient-Reported Outcome Measures10.1093/ptj/pzac068 ↗
39. A Guideline of Selecting and Reporting Intraclass Correlation Coefficients for Reliability Research10.1016/j.jcm.2016.02.012 ↗
40. Use of Coefficient of Variation in Assessing Variability of Quantitative Assays
41. Sex Differences in Skeletal Muscle Fiber Types: A Meta-Analysis10.1002/ca.24091 ↗
42. Narrative Review of Sex Differences in Muscle Strength, Endurance, Activation, Size, Fiber Type, and Strength Training Participation Rates, Preferences, Motivations, Injuries and Neuromuscular Adaptations10.1519/JSC.0000000000004329 ↗
43. Validity of Load-Velocity Relationship to Predict 1 Repetition Maximum During Deadlifts Performed With and Without Lifting Straps: The Accuracy of Six Prediction Models10.1519/JSC.0000000000003596 ↗
44. Influence of Previous Experience on Resistance Training on Reliability of One-Repetition Maximum Test10.1519/JSC.0b013e3181d67c4b ↗
45. Test-Retest Reliability of Isometric Mid-Thigh Pull Maximum Strength Assessment: A Systematic Review10.5114/biolsport.2022.106149 ↗
46. Velocity- and power-load relationships of the bench pull vs. bench press exercises
47. Sigvaldsen, E., Loturco, I., Larsen, F., Bruusgaard, J., Kalhovde, J.M., and Haugen, T. (2023). Validity and Reliability of Upper Body Push and Pull Tests to Determine One-Repetition Maximum. PLoS ONE, 18.10.1371/journal.pone.0288649 ↗
48. Lake, J., Naworynsky, D., Duncan, F., and Jackson, M. (2017). Comparison of Different Minimal Velocity Thresholds to Establish Deadlift One Repetition Maximum. Sports, 5.10.3390/sports5030070 ↗
49. The Validity and Reliability of Commercially Available Resistance Training Monitoring Devices: A Systematic Review10.1007/s40279-020-01382-w ↗
50. Ghigiarelli, J.J., Ferrara, K.J., Poblete, K.M., Valle, C.F., Gonzalez, A.M., and Sell, K.M. (2022). Level of Agreement, Reliability, and Minimal Detectable Change of the MusclelabTM Laser Speed Device on Force–Velocity–Power Sprint Profiles in Division II Collegiate Athletes. Sports, 10.10.3390/sports10040057 ↗
51. Effects of a Short-Term Detraining Period on Neuromuscular Performance in Female Handball Players
52. Barbell Hip-Thrust Exercise: Test-Retest Reliability and Correlation with Isokinetic Performance10.1519/JSC.0000000000002779 ↗