From heartbeat to data - using wearable fitness trackers as an affordable approach to assess teachers’ stress

Introduction Past research on physiological indicators of teacher stress often had to rely on expensive and obtrusive assessment methods. Modern fitness trackers represent a non-invasive and convenient alternative. Methods This study investigated the use of wrist-worn fitness trackers to assess teachers’ heart rate (HR) as an indicator of stress during teaching. In a laboratory study, we used a Fitbit ® fitness tracker to assess teachers’ HR before, during, and after a potentially stressful micro-teaching unit. Results Our results demonstrated that the fitness tracker was useful for mapping teachers’ stress, with the data showing how teachers’ HR increased before, peaked during, and progressively decreased after the micro-teaching unit. Moreover, we related the fitness tracker data to retrospective teacher self-reports and found that teachers’ subjective stress appraisals and their teaching experience explained only small amounts of variance in HR data. Discussion We discuss the potential of fitness trackers as an affordable and ubiquitous assessment tool for research on teacher stress in the classroom and provide advice for practical implementation.

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Publication Details

Journal
PubData
Published
2025-12-29
DOI
https://doi.org/10.48548/pubdata-2814
Primary Topic
Stress Responses and Cortisol
Type
article
Field-Weighted Citation Impact
0.00
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article

From heartbeat to data - using wearable fitness trackers as an affordable approach to assess teachers’ stress

Christin Lotz, Anne Deiglmayr, Gregor Kachel, Peer Keßler et al.
PubData
Stress Responses and Cortisol
article

From heartbeat to data - using wearable fitness trackers as an affordable approach to assess teachers’ stress

Christin Lotz, Anne Deiglmayr, Gregor Kachel, Peer Keßler, Mandy Klatt
article en

Abstract

Introduction Past research on physiological indicators of teacher stress often had to rely on expensive and obtrusive assessment methods. Modern fitness trackers represent a non-invasive and convenient alternative. Methods This study investigated the use of wrist-worn fitness trackers to assess teachers’ heart rate (HR) as an indicator of stress during teaching. In a laboratory study, we used a Fitbit ® fitness tracker to assess teachers’ HR before, during, and after a potentially stressful micro-teaching unit. Results Our results demonstrated that the fitness tracker was useful for mapping teachers’ stress, with the data showing how teachers’ HR increased before, peaked during, and progressively decreased after the micro-teaching unit. Moreover, we related the fitness tracker data to retrospective teacher self-reports and found that teachers’ subjective stress appraisals and their teaching experience explained only small amounts of variance in HR data. Discussion We discuss the potential of fitness trackers as an affordable and ubiquitous assessment tool for research on teacher stress in the classroom and provide advice for practical implementation.

PubData
Quality Education
Openalex Percentile: Top 33%
Stress Responses and Cortisol
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