Validity and Reliability of a New Wearable Chest Strap to Estimate Respiratory Frequency in Elite Soccer Athletes.

IF 2.2 Q2 SPORT SCIENCES
Sports Pub Date : 2024-10-12 DOI:10.3390/sports12100277
Adriano Di Paco, Diego A Bonilla, Rocco Perrotta, Raffaele Canonico, Erika Cione, Roberto Cannataro
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引用次数: 0

Abstract

Assessing respiratory frequency (fR) is practical in monitoring training progress in competitive athletes, especially during exercise. This study aimed to validate a new wearable chest strap (wCS) to estimate fR against ergospirometry as a criterion device in soccer players. A total of 26 elite professional soccer players (mean [standard deviation]: 23.6 [4.8] years; 180.6 [5.7] cm; 77.2 [5.4] kg) from three Italian Serie A League teams participated in this cross-sectional study. The sample included attackers, midfielders, and defenders. fR was assessed during a maximal cardiopulmonary exercise test (CPET) on a treadmill using (i) a breath-by-breath gas exchange analyzer (Vyntus® CPX, Vyaire Medical) and (ii) a novel wCS with sensors designed to assess breath frequency following chest expansions. Pearson's correlation coefficient (r), adjusted coefficient of determination (aR2), Bland-Altman plot analysis, and Lin's concordance correlation coefficient (ρc) were used for comparative analysis (correlation and concordance) among the methods. The repeated measures correlation coefficient (rrm) was used to assess the strength of the linear association between the methods. The intraclass correlation coefficient (ICC) and the Finn coefficient (rF) were used for inter-rater reliability. All statistical analyses were performed within the R statistical computing environment, with 95% confidence intervals (95% CIs) reported and statistical significance set at p < 0.05. A total of 16529 comparisons were performed after collecting the CPET data. The robust time series analysis with Hodges-Lehmann estimation showed no significant differences between both methods (p > 0.05). Correlation among devices was statistically significant and very large (r [95% CI]: 0.970 [0.970, 0.971], p < 0.01; aR2 [95% CI]: 0.942 [0.942, 0.943], p < 0.01) with strong evidence supporting consistency of the new wCS (BF10 > 100). In addition, a high concordance was found (ρc [95% CI]: 0.970 [0.969, 0.971], bias correction factor: 0.999). VyntusTM CPX, as a standard criterion, showed moderate agreement with wCS after Bland-Altman analysis (bias [95% lower to the upper limit of agreement]; % agree: 0.170 [-4.582 to 4.923] breaths·min-1; 69.9%). A strong association between measurements (rrm [95% CI]: 0.960 [0.959, 0.961]), a high absolute agreement between methods (ICC [95% CI]: 0.970 [0.970, 0.971]), and high inter-rater reliability (rF: 0.947) were found. With an RMSE = 2.42 breaths·min-1, the new wCS seems to be an valid and reliable in-field method to evaluate fR compared to a breath-by-breath gas exchange analyzer. Notwithstanding, caution is advised if methods are used interchangeably while further external validation occurs.

估算足球精英运动员呼吸频率的新型可佩戴胸带的有效性和可靠性。
评估呼吸频率(fR)对于监测竞技运动员的训练进展非常实用,尤其是在运动过程中。本研究旨在验证一种新型可穿戴胸带(wCS)的有效性,该胸带可估测足球运动员的呼吸频率,并与作为标准设备的测力计进行对比。共有 26 名来自三支意大利甲级联赛球队的精英职业足球运动员(平均 [标准差]:23.6 [4.8] 岁;180.6 [5.7] 厘米;77.2 [5.4] 千克)参与了这项横断面研究。在跑步机上进行最大心肺运动测试 (CPET) 时,使用(i)逐次呼吸气体交换分析仪(Vyntus® CPX,Vyaire Medical)和(ii)新型 wCS 评估 fR。皮尔逊相关系数 (r)、调整决定系数 (aR2)、布兰德-阿尔特曼图分析和林氏一致性相关系数 (ρc)用于比较分析各种方法之间的相关性和一致性。重复测量相关系数(rrm)用于评估各种方法之间线性相关的强度。类内相关系数(ICC)和芬恩系数(rF)用于评价评分者之间的可靠性。所有统计分析均在 R 统计计算环境下进行,报告 95% 置信区间 (95% CI),统计显著性设定为 p < 0.05。在收集 CPET 数据后,共进行了 16529 次比较。使用霍奇斯-莱曼估计法进行的稳健时间序列分析显示,两种方法之间没有显著差异(P > 0.05)。设备之间的相关性在统计学上非常显著且非常大(r [95% CI]:0.970 [0.970, 0.971], p < 0.01; aR2 [95% CI]:0.942[0.942,0.943],p <0.01),有力地证明了新 wCS 的一致性(BF10 > 100)。此外,还发现了高度一致性(ρc [95% CI]:0.970 [0.969,0.971],偏差校正因子:0.999)。VyntusTM CPX 作为标准标准,在布兰-阿尔特曼分析后与 wCS 显示出中等程度的一致性(偏差[95% 一致性下限至上限];一致性百分比:0.170 [-4.582 至 4.923] 次呼吸-分钟-1;69.9%)。测量结果之间的关联性很强(rrm [95% CI]:0.960 [0.959,0.961]),方法之间的绝对一致性很高(ICC [95% CI]:0.970 [0.970,0.971]),评分者之间的可靠性也很高(rF:0.947)。与逐次呼吸气体交换分析仪相比,新型 wCS 的 RMSE = 2.42 次呼吸-分钟-1,似乎是一种有效、可靠的现场评估 fR 的方法。尽管如此,在进行进一步的外部验证时,如果交替使用这些方法,仍需谨慎。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Sports
Sports SPORT SCIENCES-
CiteScore
4.10
自引率
7.40%
发文量
167
审稿时长
11 weeks
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