Literature DB >> 17950689

A new heart rate variability-based method for the estimation of oxygen consumption without individual laboratory calibration: application example on postal workers.

Juhani Smolander1, Tanja Juuti, Marja-Liisa Kinnunen, Kari Laine, Veikko Louhevaara, Kaisa Männikkö, Heikki Rusko.   

Abstract

Traditionally, the estimation of oxygen consumption (VO2) at work using heart rate (HR) has required the determination of individual HR/VO2 calibration curves in a separate exercise test in a laboratory (VO2-TRAD). Recently, a new neural network-, and heart rate variability-based method has been developed (Firstbeat PRO heartbeat analysis software) for the estimation of VO2 without individual calibration (VO2-HRV). In the present study, the VO2-values by the VO2-HRV were compared with the values by VO2-TRAD in 22 postal workers. Within individuals the correlation between the two methods was high (range 0.80-0.99). The VO2-TRAD gave higher values of VO2 compared to VO2-HRV (19%) especially during low physical activity work when non-metabolic factors may increase HR. When assessed in different HR categories, the smallest difference (11%), and highest correlations (range 0.83-0.99) in VO2 between the methods were observed at higher HR levels. The results indicate that the VO2-HRV is a potentially useful method to estimate VO2 in the field without laboratory calibration.

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Year:  2007        PMID: 17950689     DOI: 10.1016/j.apergo.2007.09.001

Source DB:  PubMed          Journal:  Appl Ergon        ISSN: 0003-6870            Impact factor:   3.661


  5 in total

1.  Comparison of artificial neural network (ANN) and partial least squares (PLS) regression models for predicting respiratory ventilation: an exploratory study.

Authors:  Ming-I Brandon Lin; William A Groves; Andris Freivalds; Eun Gyung Lee; Martin Harper
Journal:  Eur J Appl Physiol       Date:  2011-08-23       Impact factor: 3.078

2.  Towards a wearable sensor system for continuous occupational cold stress assessment.

Authors:  Hanne Austad; Øystein Wiggen; Hilde Færevik; Trine M Seeberg
Journal:  Ind Health       Date:  2018-01-19       Impact factor: 2.179

3.  Training and Evaluation of Human Cardiorespiratory Endurance Based on a Fuzzy Algorithm.

Authors:  Jui-Chuan Cheng; Chao-Yuan Chiu; Te-Jen Su
Journal:  Int J Environ Res Public Health       Date:  2019-07-05       Impact factor: 3.390

4.  Relationships Between Heart Rate Variability, Occupational Performance, and Fitness for Tactical Personnel: A Systematic Review.

Authors:  Colin Tomes; Ben Schram; Robin Orr
Journal:  Front Public Health       Date:  2020-11-09

Review 5.  Smart Electrically Assisted Bicycles as Health Monitoring Systems: A Review.

Authors:  Eli Gabriel Avina-Bravo; Johan Cassirame; Christophe Escriba; Pascal Acco; Jean-Yves Fourniols; Georges Soto-Romero
Journal:  Sensors (Basel)       Date:  2022-01-08       Impact factor: 3.576

  5 in total

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