Complex training (heavy lifts paired with jumps) beat traditional strength training on countermovement jump (ES 0.58, 62 studies), squat jump (0.77), agility (−1.05, faster) and sprint (−0.65, 50 studies) in a three-level meta-analysis of 75 randomised trials in trained and developmental athletes, with moderate certainty by GRADE; the dose optima come from between-study meta-regression
Xie and colleagues pooled randomised trials that compared complex training, in which heavy resistance exercise is paired with explosive or plyometric work, with traditional strength training in athletes who train three or more times a week and compete at local level.
Searching five databases to June 2025, they included 75 studies and used three-level meta-analysis, moderator analyses, dose-response meta-regression and GRADE.
Complex training improved countermovement jump (effect size 0.58, 62 studies), squat jump (0.77, 23 studies), agility (−1.05, 29 studies; negative means faster) and sprint (−0.65, 50 studies) more than traditional strength training. Effects were larger in technical or composite-sport athletes and in younger athletes.
Dose relationships were non-linear: the jump effect peaked at "1 rep minimum" and "14 repetitions maximum" (the abstract's terms, not explained), and agility and sprint peaked around six sets and 12 repetitions. The authors rate the certainty as moderate and recommend complex training for higher-level athletes, with higher volumes for technical-sport and younger athletes.
Participants
Protocol
Key Results
| Outcome (complex vs traditional strength training) | Studies | Effect size | p | I² |
|---|---|---|---|---|
| Countermovement jump | 62 | 0.58 | < 0.01 | 33.99% |
| Squat jump | 23 | 0.77 | < 0.01 | 68.59% |
| Agility (negative = faster) | 29 | −1.05 | < 0.01 | 63.97% |
| Sprint (negative = faster) | 50 | −0.65 | < 0.05 | 56.04% |
Dose-response peaks (standardised mean difference, 95% CI):
| Outcome | Dose | SMD (95% CI) |
|---|---|---|
| Countermovement jump | "1 rep minimum" | 1.69 (0.56 to 2.81) |
| Countermovement jump | "14 repetitions maximum" | 1.36 (0.34 to 2.38) |
| Agility | six sets | −1.60 (−2.37 to −0.83) |
| Sprint | six sets | −1.28 (−2.01 to −0.57) |
| Sprint | 12 reps ("min.rep") | −1.33 (−2.26 to −0.40) |
Practical Application
Limitations
How this entry was checked and changed
a meta-analysis of RCTs whose abstract reports its GRADE certainty and the result (moderate), so the abstract-only cap does not apply; held at A- for moderate-to-substantial heterogeneity (I² 34-69%) and dose findings that are between-study meta-regressions