Evidence map›Paper›PMID 42040788›Full record

ArticleFrontiers in digital health2026

Measuring and reducing surgical staff stress in a realistic operating room setting using EDA monitoring and smart hearing protection.

Merle Schlender, Ann-Christin Scherer, Tim Schneider, Jan Rennies, Verena Uslar, Dirk Weyhe, Navid Tabriz

Abstract read
In one paragraph

Article in Frontiers in digital health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Merle SchlenderUniversity Hospital for Visceral Surgery, Pius Hospital, Carl von Ossietzky University Oldenburg, Oldenburg, Germany.
Ann-Christin SchererDivision Hearing, Speech and Audio Technology, Fraunhofer IDMT, Oldenburg, Germany.
Tim SchneiderUniversity Hospital for Visceral Surgery, Pius Hospital, Carl von Ossietzky University Oldenburg, Oldenburg, Germany.
Jan RenniesDivision Hearing, Speech and Audio Technology, Fraunhofer IDMT, Oldenburg, Germany.
Verena UslarUniversity Hospital for Visceral Surgery, Pius Hospital, Carl von Ossietzky University Oldenburg, Oldenburg, Germany.
Dirk WeyheUniversity Hospital for Visceral Surgery, Pius Hospital, Carl von Ossietzky University Oldenburg, Oldenburg, Germany.
Navid TabrizUniversity Hospital for Visceral Surgery, Pius Hospital, Carl von Ossietzky University Oldenburg, Oldenburg, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Stress is a critical factor in the operating room (OR) and affects both the performance and well-being of surgical staff. Measuring and mitigating this stress can therefore improve patient safety and healthcare worker health. Objective: This study aimed to evaluate the stress levels of OR staff in a simulated surgical setting using electrodermal activity (EDA) and to assess the potential of smart hearing protection systems for stress reduction. Methods: Twenty-nine participants performed a standardized laparoscopic task in a simulated surgical setting using the LapSim® under three auditory conditions: silence, typical operating room noise (excluding alarm and speech signals), and operating room noise with simulated smart hearing protection. The smart hearing protection was simulated offline to generate an adjusted operating room soundscape rather than being implemented in real time. The smart hearing protection technology incorporates two distinct algorithms: one for speech enhancement based on blind source separation and another that reconstructs the optimal acoustic conditions for the surgical environment. Subjective workload was assessed using the Surgery Task Load Index (SURG-TLX) questionnaire, while physiological stress was measured using electrodermal activity (EDA). Cross-correlation was used to explore relationships between subjective and physiological stress measures. Results: Subjective stress levels were higher under typical operating room noise conditions (mean SURG-TLX score: 52) and markedly lower when using hearing protection with speech-filtering algorithms (mean SURG-TLX score for blind source separation: 43; mean score for the optimal condition: 42). Physiological stress, as measured by EDA, showed a reduction when smart hearing protection was used, although differences were not statistically significant. No significant correlation was found between SURG-TLX scores and EDA. Conclusion: Smart hearing protection may help reduce perceived and physiological stress during surgical procedures. The lack of correlation between subjective and physiological data highlights the importance of a multimodal approach in stress research.

Indexed as

cognitive workloaddigital health evaluationelectrodermal activityhuman factorsoperating room stresssmart hearing protectionsurgical simulation

Identifiers

PMID42040788
PMCPMC13106467

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.