Quantifying sources of variability in gait analysis

被引:31
|
作者
Chia, Kohleth [1 ,2 ]
Sangeux, Morgan [1 ,2 ,3 ]
机构
[1] Royal Childrens Hosp, Hugh Williamson Gait Anal Lab, Melbourne, Vic, Australia
[2] Murdoch Childrens Res Inst, Melbourne, Vic, Australia
[3] Univ Melbourne, Dept Mech Engn, Melbourne, Vic, Australia
关键词
Gait; Coefficient of Multiple Correlation; Infra Class Correlation; Variance components; REPEATABILITY; RELIABILITY; PROTOCOL;
D O I
10.1016/j.gaitpost.2017.04.040
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Measurements from gait analysis are affected by many sources of variability. Schwartz et al. [1] illustrated an experimental design and methods to estimate these variance components. However, the derivation contains errors which could severely bias the estimation of some components. Therefore, in this paper, we presented correction to this method using ANOVA and Likelihood methods. Furthermore, we demonstrated how commonly used reliability indices like CMC and ICC may be derived from the variance components. We advocate the use of the variance components, in preference to reliability indices, because the variance components are easier to interpret, with understandable units.
引用
收藏
页码:68 / 75
页数:8
相关论文
共 50 条
  • [31] Quantifying Proportional Variability
    Heath, Joel P.
    Borowski, Peter
    PLOS ONE, 2013, 8 (12):
  • [32] SOURCES OF VARIABILITY IN SPEECHREADING SENTENCES - A GENERALIZABILITY ANALYSIS
    DEMOREST, ME
    BERNSTEIN, LE
    JOURNAL OF SPEECH AND HEARING RESEARCH, 1992, 35 (04): : 876 - 891
  • [33] VARIABILITY ANALYSIS IN LOW COUNT RATE SOURCES
    COLLURA, A
    MAGGIO, A
    SCIORTINO, S
    SERIO, S
    VAIANA, GS
    ROSNER, R
    ASTROPHYSICAL JOURNAL, 1987, 315 (01): : 340 - 348
  • [34] ANALYSIS OF THE SOURCES OF VARIABILITY OF THE HEMATOLOGICAL CHARACTERISTICS OF GEESE
    LAZAR, V
    PRAVDA, D
    STAVKOVA, J
    ZIVOCISNA VYROBA, 1991, 36 (06): : 517 - 523
  • [35] Wireless accelerometer system for quantifying gait
    LeMoyne, Robert
    Coroian, Cristian
    Mastroianni, Timothy
    2009 ICME INTERNATIONAL CONFERENCE ON COMPLEX MEDICAL ENGINEERING, 2009, : 494 - +
  • [36] Intra-individual gait pattern variability in specific situations: Implications for forensic gait analysis
    Ludwig, Oliver
    Dillinger, Steffen
    Marschall, Franz
    FORENSIC SCIENCE INTERNATIONAL, 2016, 264 : 15 - 23
  • [37] Analysis of renewable sources power variability Impact of renewable sources aggregation
    Hrochova, Michaela
    PROCEEDINGS OF THE 8TH INTERNATIONAL SCIENTIFIC SYMPOSIUM ON ELECTRICAL POWER ENGINEERING (ELEKTROENERGETIKA 2015), 2015, : 459 - 462
  • [38] Understanding ageing effects by approximate entropy analysis of gait variability
    Karmakar, Chandan K.
    Khandoker, Ahsan H.
    Begg, Rezaul K.
    Palaniswami, Marimuthu
    Taylor, Simon
    2007 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-16, 2007, : 1965 - +
  • [39] Interpreting sources of variation in clinical gait analysis: A case study
    King, Stephanie L.
    Barton, Gabor J.
    Ranganath, Lakshminarayan R.
    GAIT & POSTURE, 2017, 52 : 1 - 4
  • [40] Quantifying variability of GRB light curves using multifractal analysis
    Meredith, DC
    Ryan, JM
    Young, CA
    GAMMA-RAY BURSTS - 3RD HUNTSVILLE SYMPOSIUM, PTS 1 AND 2, 1996, (384): : 57 - 61