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Study note

Heart rate variability, training variation and performance in elite swimmers.

PMID 17111320 (2007): heart rate variability, hrv — Recovery speed (study note for endurance athletes).

Updated Jul 22, 2026

Read the study note

Study note • PMID 17111320

Heart rate variability, training variation and performance in elite swimmers.

International journal of sports medicine2007 • DOI 10.1055/s-2006-924490

How to use this page

This note summarizes one study record. Check the participants, methods, results, and limitations before applying it to training.

  • Design signal: controlled study.
  • Population relevance: athlete/trained context.
  • Consistency: single-study evidence.
  • Practical recommendation depends on tolerance, context, and whether it protects training consistency.

ELI5

In plain language

The aim of the present study was to investigate the relationships between heart rate variability (HRV) changes and both training variations and performances in elite swimmers. (controlled study; elite participants).

The abstract reports an association involving Recovery speed (not necessarily causation). Treat this as a signal, not a guarantee; confirm methods and context in the full paper.

Takeaways

What the abstract suggests

  • Study question: The aim of the present study was to investigate the relationships between heart rate variability (HRV) changes and both training variations and performances in elite swimmers.
  • The abstract reports an association involving Recovery speed (not necessarily causation).
  • Population: elite participants.
  • Protocol cues (title/abstract): 4 weeks • 3 weeks.

Protocol

Protocol (as reported)

  • Intervention/exposure: heart rate variability, hrv.
  • Dose/time/duration cues in abstract/title: 4 weeks • 3 weeks.
  • Outcomes: Recovery speed.
  • Replication note: abstracts often omit adherence and timing; confirm details before changing training or supplementation.

Fit

Who it may help, and who should be cautious

Who it helps

  • Athletes similar to the study population (elite participants) working on monitoring.
  • Athletes who can measure Recovery speed with a repeatable workout or time-trial effort.

Who should be cautious

  • If you have symptoms or conditions that make the intervention risky, get professional guidance.
  • If you’re near race day and can’t safely test, defer the experiment.

Methods

What the study actually did

  • Design: controlled study.
  • Population: elite participants.
  • Outcomes measured: Recovery speed.
  • Protocol cues mentioned: 4 weeks • 3 weeks.
  • Source: PubMed PMID 17111320 (2007) — International journal of sports medicine.

Results excerpt

What the abstract reports

Spectral analysis was used to investigate RR interval variability.

Note: excerpts are short; for full context, read the paper.

Limits

Limitations and bias

  • Abstract-only summaries can miss critical details (population, protocol, adherence, and context).
  • Single studies often don’t generalize to your event, history, and training load; treat results as a starting point.
  • If your context differs (elite vs recreational; cycling vs running), adjust expectations and be conservative.
  • This is performance information, not medical advice.

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Sources