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Foot shape and plantar pressure relationships in shod and barefoot populations

机译:脚下形状和跖骨压力关系和赤脚人口

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This study presents population-based multivariate regression models for predicting foot plantar pressure from easily measured foot metrics in both shod and barefoot populations for running and walking tasks. Both shod and barefoot models were trained on 50 participants and predicted plantar pressure from anthropometric measurements using a 'leave-one-out' validation with R-2 values of 0.72-0.78 across walking and running in both populations. When the model was blindly tested on 16 new data sets, the model performed just as well with R-2 values of 0.76-0.79 across both populations. Walking and running peak plantar pressure were predicted with similar levels of accuracy in both populations. It was revealed that forefoot plantar pressure was more sensitive to the hallux-toe distance in barefoot people with shod participants showing little response to this foot characteristic. Lateral forefoot plantar pressure was sensitive to the arch index in both shod and barefoot participants but only for walking. During running, the arch index was not a useful determinant of lateral forefoot pressure. Hence, habitually barefoot people who adopt minimalist footwear should consider additional support in the medial forefoot and walking footwear should include forefoot support stratified by arch index (foot type), but running footwear is challenging due to the variability in strike patterns.
机译:本研究介绍了基于人口的多元回归模型,用于预测脚踏性脚跖骨压力,从鞋带和赤脚群体中的易于测量的脚指标进行跑步和行走任务。 Shod和赤脚模型均在50名参与者培训,并在人类的R-2值验证在两种群体中使用0.72-0.78的R-2值验证,从人体测量测量预测跖骨压力。当在16个新数据集中盲目地测试模型时,模型在两个人口中也与R-2值的R-2值相同。步行和跑步峰值跖骨压力预测,两种群体的准确性相似。据透露,前足底的跖骨压力对赤脚人群的福鲁酮脚距更敏感,休闲参与者对这种脚特征的反应很小。外侧前脚的跖跖对鞋底和赤脚参与者的拱指数敏感,但仅限于散步。在跑步期间,拱形指数不是横向前脚压力的有用决定因素。因此,习惯性地赤脚采用简约鞋类的人应考虑中间前掌和行走鞋中的额外支撑,应包括拱形指数(脚型)分层的前足支持,但由于罢工模式的可变性,跑步鞋是具有挑战性的。

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