Moving beyond threshold-based dichotomous classification to improve the accuracy in classifying non-responders

被引：36
作者：
Bonafiglia, Jacob T. [1 ]
Nelms, Matthew W. [1 ]
Preobrazenski, Nicholas [1 ]
LeBlanc, Camille [1 ]
Robins, Lauren [1 ]
Lu, Simo [1 ]
Lithopoulos, Alexander [1 ]
Walsh, Jeremy J. [2 ]
Gurd, Brendon J. [1 ]
机构：
[1] Queens Univ, Sch Kinesiol & Hlth Studies, Kingston, ON, Canada
[2] Eastern Ontario Res Inst, Hlth Act Living & Obes Res Grp, Childrens Hosp, Ottawa, ON, Canada
来源：
PHYSIOLOGICAL REPORTS | 2018年 / 6卷 / 22期
基金：
加拿大自然科学与工程研究理事会;
关键词：
Individual responses; interindividual variability; non-responder; typical error; VO(2)max;
D O I：
10.14814/phy2.13928
中图分类号：
Q4 [生理学];
学科分类号：
071003 ;
摘要：
We examined maximal oxygen consumption responses following exercise training to demonstrate the limitations associated with threshold-based dichotomous classification of responders and non-responders and proposed alternative methods for classification. Specifically, we: 1) calculated individual probabilities of response, and 2) classified individuals using response confidence intervals (CI) and reference points of zero and a smallest worthwhile change of 0.5 METs. Our findings support the use of individual probabilities and individual CIs to improve the accuracy in non-response classification.
引用
收藏
页数：9
相关论文
共 37 条
  • [1] Prevalence of Non-responders for Glucose Control Markers after 10 Weeks of High-Intensity Interval Training in Adult Women with Higher and Lower Insulin Resistance
    Alvarez, Cristian
    Ramirez-Campillo, Rodrigo
    Ramirez-Velez, Robinson
    Izquierdo, Mikel
    [J]. FRONTIERS IN PHYSIOLOGY, 2017, 8
  • [2] Change in VO2max and time trial performance in response to high-intensity interval training prescribed using ventilatory threshold
    Astorino, Todd A.
    deRevere, Jamie
    Anderson, Theodore
    Kellogg, Erin
    Holstrom, Patrick
    Ring, Sebastian
    Ghaseb, Nicholas
    [J]. EUROPEAN JOURNAL OF APPLIED PHYSIOLOGY, 2018, 118 (09) : 1811 - 1820
  • [3] Individual Responses to Completion of Short-Term and Chronic Interval Training: A Retrospective Study
    Astorino, Todd A.
    Schubert, Matthew M.
    [J]. PLOS ONE, 2014, 9 (05):
  • [4] True and false interindividual differences in the physiological response to an intervention
    Atkinson, Greg
    Batterham, Alan M.
    [J]. EXPERIMENTAL PHYSIOLOGY, 2015, 100 (06) : 577 - 588
  • [5] Incremental exercise test design and analysis - Implications for performance diagnostics in endurance athletes
    Bentley, David J.
    Newell, John
    Bishop, David
    [J]. SPORTS MEDICINE, 2007, 37 (07) : 575 - 586
  • [6] Inter-Individual Variability in the Adaptive Responses to Endurance and Sprint Interval Training: A Randomized Crossover Study
    Bonafiglia, Jacob T.
    Rotundo, Mario P.
    Whittall, Jonathan P.
    Scribbans, Trisha D.
    Graham, Ryan B.
    Gurd, Brendon J.
    [J]. PLOS ONE, 2016, 11 (12):
  • [7] Individual differences in response to regular physical activity
    Bouchard, C
    Rankinen, T
    [J]. MEDICINE AND SCIENCE IN SPORTS AND EXERCISE, 2001, 33 (06) : S446 - S451
  • [8] Adverse Metabolic Response to Regular Exercise: Is It a Rare or Common Occurrence?
    Bouchard, Claude
    Blair, Steven N.
    Church, Timothy S.
    Earnest, Conrad P.
    Hagberg, James M.
    Hakkinen, Keijo
    Jenkins, Nathan T.
    Karavirta, Laura
    Kraus, William E.
    Leon, Arthur S.
    Rao, D. C.
    Sarzynski, Mark A.
    Skinner, James S.
    Slentz, Cris A.
    Rankinen, Tuomo
    [J]. PLOS ONE, 2012, 7 (05):
  • [9] Buchheit M., 2018, SPORTSCIENCE, V22, P1
  • [10] desLannoy L., 2017, PLOS ONE, V12
1234