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January 17, 20260 citationsOpen Access

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

MKMandy KlattCLChristin LotzPKPeer Keßler

Key Result

Teachers' heart rate increased before and peaked during teaching stress, demonstrating fitness trackers' utility in assessing stress levels non-invasively.

Key Points

  • This research aims to explore the utility of wearable fitness trackers in measuring teachers' stress through heart rate assessment.
  • Laboratory study using Fitbit® fitness trackers.
  • Heart rate data collected before, during, and after a micro-teaching unit.
  • Comparison of heart rate data with teacher self-reports of stress.
  • Fitness tracker effectively mapped teachers' stress levels according to heart rate fluctuations.
  • HR increased before teaching, peaked during, and decreased afterward.
  • Subjective stress appraisals explained minimal variance in HR data.

Structured PICO

Does a wrist-worn fitness tracker effectively map physiological stress responses (heart rate) in teachers during a micro-teaching unit?

P
Population
81 pre- and in-service teachers from Germany, mean age 30.95 years, 52 women, 29 men, with an average teaching experience of 5.64 years.
I
Intervention
Wrist-worn fitness tracker (Fitbit Charge 4) to continuously assess heart rate before, during, and after a 15-20 minute micro-teaching unit with simulated classroom disruptions.
O
Outcome
Heart rate (HR) changes across five 10-minute intervals (pre-teaching, teaching, post-teaching, interview, end) during a 2-hour laboratory session.surrogate

Wrist-worn fitness trackers provide a feasible, non-invasive method to continuously monitor teachers' physiological stress responses during teaching.

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.

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Cite This Study

Klatt et al. (2025) studied this question. Teachers' heart rate increased before and peaked during teaching stress, demonstrating fitness trackers' utility in assessing stress levels non-invasively.

synapsesocial.com/papers/696b2696d2a12237a9349e33https://doi.org/10.48548/pubdata-2814
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