Validation of the thoracic impedance derived respiratory signal using
multilevel analysis
J.H. Houtveen1, P.F.C. Groot2 and E.J.C. de Geus3
1Department of Health Psychology,
Utrecht University, The Netherlands
2Department of Instrumentation (ITM), Vrije Universiteit, Amsterdam, The
Netherlands
3Department of Biological Psychology, Vrije Universiteit, Amsterdam, The
Netherlands
The purpose of the current study was to validate the change in thoracic
impedance (dZ) derived respiratory signal obtained from four spot electrodes
against incidental spirometry. A similar validation was performed for
a dual respiratory belts signal to compare the relative merit of both
methods. Participants were 38 healthy adult subjects (half male, half
female). Cross-method comparisons were performed at three (paced) respiration
frequencies in sitting, supine, and standing postures. Multilevel regression
was used to examine the within and between-subjects structure of the relationship
between spirometric volume and the respiratory amplitude signals obtained
from either dZ or respiratory belts. Both dZ derived respiratory rate
and dual-belts derived respiratory rate accurately reflected the pacing
frequencies. For both methods, fixed factors indicated acceptable but
posture-specific regression on spirometric volume. However, random factors
indicated large individual differences, which was supported by variability
of gain analyses. It was concluded that both the dZ and dual-belts methods
can be used for measurement of respiratory rate and within-subjects, posture-specific,
changes in respiratory volume. The need for frequent subject-specific
and posture-specific calibration combined with relatively large measurement
errors may strongly limit the usefulness of both methods to assess absolute
tidal volume and minute ventilation in ambulatory designs. Additionally,
the results of an exploratory multilevel path analysis on this data set
will be presented. This analysis was used to examine the extent to which
changes in posture and respiration can confound the Pre Ejection Period
(PEP) and Respiratory Sinus Arrhythmia (RSA) as indices of cardiac sympathetic
and vagal activity.
Paper presented
at Measuring Behavior 2005
, 5th International Conference on Methods and Techniques
in Behavioral Research, 30 August - 2 September 2005, Wageningen, The
Netherlands.
© 2005 Noldus
Information Technology bv
|