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基于防滑鞋胎面外底特征的摩擦预测模型的前瞻性有效性评估。

Prospective validity assessment of a friction prediction model based on tread outsole features of slip-resistant shoes.

机构信息

Department of Bioengineering, University of Pittsburgh, 3700 O'Hara St., Pittsburgh, PA, 15213, USA.

Department of Bioengineering, University of Pittsburgh, 3700 O'Hara St., Pittsburgh, PA, 15213, USA.

出版信息

Appl Ergon. 2024 Jan;114:104110. doi: 10.1016/j.apergo.2023.104110. Epub 2023 Aug 16.

DOI:10.1016/j.apergo.2023.104110
PMID:37595332
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10847959/
Abstract

Shoe outsole design strongly influences slip and fall risk. Certain tread features that can be readily measured have been shown to predict friction performance. This research aimed to replicate those findings and quantify their ability to predict slipping. Participants (n = 34) were exposed to a low friction oil-coated floor surface, while wearing slip-resistant shoes. The coefficient of friction (COF) of each shoe were predicted based on tread surface area, the presence of a bevel, and hardness. The COF was measured, and the slip outcome was determined. Predicted and measured COF were correlated, and measured COF was a sensitive predictor of slip outcome. The relationship of predicted COF on slip outcome was weaker than anticipated and was not statistically significant. This study partially confirmed the ability of previous regression equations to predict COF. However, the effect size was weaker than previously reported and predicted COF was not sensitive for predicting slips.

摘要

鞋底设计极大地影响滑倒风险。某些易于测量的胎面特征已被证明可以预测摩擦性能。本研究旨在复制这些发现,并量化它们预测滑倒的能力。参与者(n=34)穿着防滑鞋,暴露在涂有低摩擦油的地板表面上。根据胎面表面积、斜角和硬度预测每个鞋底的动摩擦系数(COF)。测量 COF,并确定滑倒结果。预测的和测量的 COF 相关,测量的 COF 是滑倒结果的敏感预测因子。预测 COF 与滑倒结果的关系比预期的要弱,且不具有统计学意义。本研究部分证实了先前回归方程预测 COF 的能力。然而,效应大小比之前报道的要弱,预测 COF 对预测滑倒并不敏感。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c0b3/10847959/a0f30f832a4f/nihms-1925654-f0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c0b3/10847959/0b868064915c/nihms-1925654-f0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c0b3/10847959/ef2fbf620814/nihms-1925654-f0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c0b3/10847959/a0f30f832a4f/nihms-1925654-f0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c0b3/10847959/0b868064915c/nihms-1925654-f0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c0b3/10847959/ef2fbf620814/nihms-1925654-f0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c0b3/10847959/a0f30f832a4f/nihms-1925654-f0003.jpg

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本文引用的文献

1
Contaminant film thickness affects walkway friction measurements.污染物膜厚度会影响步道摩擦测量。
Front Public Health. 2022 Aug 30;10:915140. doi: 10.3389/fpubh.2022.915140. eCollection 2022.
2
Validating the ability of a portable shoe-floor friction testing device, NextSTEPS, to predict human slips.验证便携式鞋底摩擦测试设备 NextSTEPS 预测人体滑倒能力的有效性。
Appl Ergon. 2023 Jan;106:103854. doi: 10.1016/j.apergo.2022.103854. Epub 2022 Aug 13.
3
Development of high slip-resistant footwear outsole using rubber surface filled with activated carbon/sodium chloride.
利用表面填充活性炭/氯化钠的橡胶开发高防滑鞋底。
Sci Rep. 2022 Jan 7;12(1):267. doi: 10.1038/s41598-021-04102-0.
4
In contrast to slip-resistant shoes, fluid drainage capacity explains friction performance across shoes that are not slip-resistant.与防滑鞋不同,流体排水能力解释了不防滑的鞋子的摩擦性能。
Appl Ergon. 2022 Apr;100:103663. doi: 10.1016/j.apergo.2021.103663. Epub 2021 Dec 8.
5
Slip-resistant footwear reduces slips among National Health Service workers in England: a randomised controlled trial.防滑鞋减少了英国国民医疗服务体系工作人员的滑倒:一项随机对照试验。
Occup Environ Med. 2021 Jan 15;78(7):472-8. doi: 10.1136/oemed-2020-106914.
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Predicting Hydrodynamic Conditions under Worn Shoes using the Tapered-Wedge Solution of Reynolds Equation.使用雷诺方程的锥形楔解法预测旧鞋下的流体动力学条件。
Tribol Int. 2020 May;145. doi: 10.1016/j.triboint.2020.106161. Epub 2020 Jan 8.
7
Reducing fall risk for home care workers with slip resistant winter footwear.为家庭护理人员配备防滑冬季鞋具以降低跌倒风险。
Appl Ergon. 2021 Jan;90:103230. doi: 10.1016/j.apergo.2020.103230. Epub 2020 Aug 25.
8
Worn region size of shoe outsole impacts human slips: Testing a mechanistic model.鞋底磨损区域的大小会影响人类滑倒:验证一个机械模型。
J Biomech. 2020 May 22;105:109797. doi: 10.1016/j.jbiomech.2020.109797. Epub 2020 Apr 18.
9
Prediction of coefficient of friction based on footwear outsole features.基于鞋底特征预测摩擦系数。
Appl Ergon. 2020 Jan;82:102963. doi: 10.1016/j.apergo.2019.102963. Epub 2019 Nov 1.
10
Influence of averaging time-interval on shoe-floor-contaminant available coefficient of friction measurements.平均时间间隔对鞋底污染物有效摩擦系数测量的影响。
Appl Ergon. 2020 Jan;82:102959. doi: 10.1016/j.apergo.2019.102959. Epub 2019 Sep 27.