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KnowYourPrime Evidence Registry · Finding KYP-ER-0006

Work Stress and HRV

Question assessedDo people under more work stress have lower heart rate variability, and can that show up on a wearable?

KnowYourPrime evidence ratingEmergingEvidence currently favors the claim, but more confirmation is needed.

Groups of workers reporting more job stress tend to have lower HRV, and HRV drops during stressful work periods compared with recovery, but the one study that followed the same people through a working day did not find job demands lowering HRV. The link supports statements about groups, not predictions about one person.

Finding KYP-ER-0006Version 1.0Reviewed Rating rule 1.6CC BY 4.0

Why this is rated Emerging

This is the evidence beneath every claim that a wearable can detect or prevent burnout. Two independent reviews affirm the link: one across job-strain studies comparing workers, one within doctors comparing their own stress and recovery periods.

A null result sits against it. Teachers rating their job demands six times a day showed the effect on exhaustion and not on HRV. With two affirming anchors and a core-hitting null, the rule rates the claim Emerging rather than Established.

How the rating rule reads this evidence
  • Systematic-review or meta-analytic evidence affirms the core relationship.
  • Multiple supporting studies are consistent with the core relationship.
  • Null-result evidence bears directly on the claimed effect.

Key results

What this finding covers

Applies to: The association between occupational stress and HRV in working adults, measured between people and within people across work and recovery.

Does not cover: Whether any wearable or vendor score can predict or prevent burnout in an individual, which no study scored here validates; workplace wellness program outcomes.

Limitations

Evidence base

6 studies scored · 2 anchor · 1 null · 3 supporting · Evidence last evaluated Oct 24, 2026

Anchor studies

The studies the rating rests on.

  1. Continuous heart rate variability monitoring, stress and recovery in doctors: a systematic review and meta-analysis.Kane et al., Occupational Medicine, 2026. doi.org/10.1093/occmed/kqaf101
  2. Heart rate variability and occupational stress-systematic review.Järvelin-Pasanen et al., Industrial Health, 2019. doi.org/10.2486/indhealth.2017-0190

Null results

Studies that tested the claim and found no effect.

  1. Teachers' ambulatory heart rate variability as an outcome and moderating variable in the job demands-resources model.Schmid et al., Anxiety, Stress, and Coping, 2021. doi.org/10.1080/10615806.2020.1746286

Supporting studies

Studies consistent with the claim that do not carry the rating on their own.

  1. Work-related mental stress in confined tunnel construction environments: a field study with heart rate variability (HRV).Wu et al., Ergonomics, 2026. doi.org/10.1080/00140139.2025.2543518
  2. Heart rate variability as a dynamic marker of surgeons' stress during vascular surgery.Louche et al., BJS Open, 2024. doi.org/10.1093/bjsopen/zrae097
  3. Heart rate variability as a measure of mental stress in surgery: a systematic review.The et al., International Archives of Occupational and Environmental Health, 2021. doi.org/10.1007/s00420-020-01525-6

Version history

VersionDateRatingChange
1.0October 24, 2026EmergingFirst published.

Rating history on the research desk: Emerging (September 30, 2026).

Cite this finding

KnowYourPrime Evidence Registry, Finding KYP-ER-0006, version 1.0, reviewed 2026-10-24. https://knowyourprime.com/evidence-work-stress-hrv

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Related

This is KnowYourPrime's own assessment of the published evidence, rated under the KnowYourPrime evidence methodology. The rating is set by a fixed rule from the roles of the studies above and moves only when the evidence or the rule changes. Every change to the rating or the text is published as a new dated version. To report an error, write to corrections@knowyourprime.com.