# Inter-individual differences in weekly training load in international-level handball: the effect of congested match schedules

**Authors:** Daniel Büchel, Michael Döring, Jochen Baumeister

PMC · DOI: 10.3389/fspor.2025.1605750 · Frontiers in Sports and Active Living · 2026-01-21

## TL;DR

This study shows that elite handball players experience different training loads, especially during busy match schedules, highlighting the need for personalized training strategies.

## Contribution

The study provides new insights into inter-individual differences in training load accumulation in elite handball during congested schedules.

## Key findings

- Inter-individual differences in accumulated load were substantial, with coefficients of variation ranging from .14 to .27.
- Higher variation in load was observed during matches compared to training, especially in congested weeks.
- Backcourt and wing players showed discrepancies in load accumulation due to differences in playing time and role.

## Abstract

Effective training load (TL) management is crucial for optimizing performance, especially in elite team sports, where congested schedules (≥ two matches a week) are common and can lead to fatigue accumulation. Understanding inter-individual variations in workload is a key to tailor training strategies. This study aimed to analyze inter-individual differences in accumulated TL in elite handball players over a macrocycle of 6 months with special regards to congested schedules.

Fifteen professional players from the first German Handball League were monitored between July and December 2023. External (ACCLOAD, Kinexon, Munich) and internal load measures (sRPE) were recorded across 24 matches and 67 training sessions, The weekly workload accumulated during matches and training was analyzed descriptively. ANOVAs were performed to analyze the impact of the factor “week congestion”.

Analysis revealed substantial inter-individual differences in accumulated load, with coefficients of variation (CV) ranging from .14 to .27 depending on the measure (ACCLOAD, sRPE). Higher variation was observed during matches than during training, particularly in congested weeks. While no significant effect of week congestion was found for absolute weekly load, inter-individual variation increased in congested weeks. Case comparisons between backcourt and wing players highlighted discrepancies in load accumulation due to differences in playing time and role.

These findings underscore the importance of monitoring individual TLs to optimize player performance and minimize fatigue particularly in congested schedules. Coaches should consider compensatory training to address these discrepancies. Our research provides valuable insights into load accumulation in elite team handball, emphasizing the need for personalized approaches to balance performance demands and recovery.

## Full-text entities

- **Diseases:** fatigue (MESH:D005221)

## Full text

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## Figures

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## References

39 references — full list in the complete paper: https://tomesphere.com/paper/PMC12868231/full.md

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Source: https://tomesphere.com/paper/PMC12868231