Reliability and validity of the combined heart rate and movement sensor Actiheart

被引:476
作者
Brage, S
Brage, N
Franks, PW
Ekelund, U
Wareham, NJ
机构
[1] Univ Cambridge, Inst Publ Hlth, MRC, Epidemiol Unit,Elsie Widdowson Lab, Cambridge CB1 9NL, England
[2] Univ So Denmark, Inst Sports Sci & Clin Biomech, Odense, Denmark
基金
英国惠康基金;
关键词
physical activity; heart rate variability; accelerometer; movement; walking; running; epidemiology; energy expenditure monitoring;
D O I
10.1038/sj.ejcn.1602118
中图分类号
R15 [营养卫生、食品卫生]; TS201 [基础科学];
学科分类号
100403 ;
摘要
Accurate quantification of physical activity energy expenditure is a key part of the effort to understand disorders of energy metabolism. The Actiheart, a combined heart rate (HR) and movement sensor, is designed to assess physical activity in populations. Objective: To examine aspects of Actiheart reliability and validity in mechanical settings and during walking and running. Methods: In eight Actiheart units, technical reliability ( coefficients of variation, CV) and validity for movement were assessed with sinusoid accelerations (0.1-20 m/s(2)) and for HR by simulated R-wave impulses (25-250 bpm). Agreement between Actiheart and ECG was determined during rest and treadmill locomotion (3.2-12.1 km/h). Walking and running intensity (in J/min/kg) was assessed with indirect calorimetry in 11 men and nine women (26-50y, 20-29 kg/m(2)) and modelled from movement, HR, and movement+HR by multiple linear regression, adjusting for sex. Results: Median intrainstrument CV was 0.5 and 0.03% for movement and HR, respectively. Corresponding interinstrument CV values were 5.7 and 0.03% with some evidence of heteroscedasticity for movement. The linear relationship between movement and acceleration was strong (R-2=0.99, P<0.001). Simulated R-waves were detected within 1 bpm from 30 to 250 bpm. The 95% limits of agreement between Actiheart and ECG were -4.2 to 4.3 bpm. Correlations with intensity were generally high (R-2>40.84, P<0.001) but significantly highest when combining HR and movement (SEE<1 MET). Conclusions: The Actiheart is technically reliable and valid. Walking and running intensity may be estimated accurately but further studies are needed to assess validity in other activities and during free-living. Sponsorship: The study received financial support from the Wellcome Trust and SB was supported by a scholarship from Unilever, UK.
引用
收藏
页码:561 / 570
页数:10
相关论文
共 67 条
  • [51] Blood traffic control
    Singel, DJ
    Stamler, JS
    [J]. NATURE, 2004, 430 (6997) : 297 - 297
  • [52] The history and theory of the doubly labeled water technique
    Speakman, JR
    [J]. AMERICAN JOURNAL OF CLINICAL NUTRITION, 1998, 68 (04) : 932S - 938S
  • [53] Evaluation of heart rate as a method for assessing moderate intensity physical activity
    Strath, SJ
    Swartz, AM
    Bassett, DR
    O'Brien, WL
    King, GA
    Ainsworth, BE
    [J]. MEDICINE AND SCIENCE IN SPORTS AND EXERCISE, 2000, 32 (09) : S465 - S470
  • [54] Comparison of MTI accelerometer cut-points for predicting time spent in physical activity
    Strath, SJ
    Bassett, JR
    Swartz, AM
    [J]. INTERNATIONAL JOURNAL OF SPORTS MEDICINE, 2003, 24 (04) : 298 - 303
  • [55] Validity of the simultaneous heart rate-motion sensor technique for measuring energy expenditure
    Strath, SJ
    Bassett, DR
    Thompson, DL
    Swartz, AM
    [J]. MEDICINE AND SCIENCE IN SPORTS AND EXERCISE, 2002, 34 (05) : 888 - 894
  • [56] Simultaneous heart rate-motion sensor technique to estimate energy expenditure
    Strath, SJ
    Bassett, DR
    Swartz, AM
    Thompson, DL
    [J]. MEDICINE AND SCIENCE IN SPORTS AND EXERCISE, 2001, 33 (12) : 2118 - 2123
  • [57] Age-predicted maximal heart rate revisited
    Tanaka, H
    Monahan, KD
    Seals, DR
    [J]. JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2001, 37 (01) : 153 - 156
  • [58] Effects of Internet behavioral counseling on weight loss in adults at risk for type 2 diabetes - A randomized trial
    Tate, DF
    Jackvony, EH
    Wing, RR
    [J]. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2003, 289 (14): : 1833 - 1836
  • [59] Terbizan D., 2002, Measurement in Physical Education and Exercise Science, V6, P243, DOI [10.1207/S15327841MPEE0604_3, DOI 10.1207/S15327841MPEE0604_3, 10.1207/S15327841MPEE0604_34, DOI 10.1207/S15327841MPEE0604_34]
  • [60] Energy expenditure in children predicted from heart rate and activity calibrated against respiration calorimetry
    Treuth, MS
    Adolph, AL
    Butte, NF
    [J]. AMERICAN JOURNAL OF PHYSIOLOGY-ENDOCRINOLOGY AND METABOLISM, 1998, 275 (01): : E12 - E18