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Power seat function usage and wheelchair discomfort for power wheelchair users

机译:电动轮椅使用者使用电动座椅功能和轮椅不适

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摘要

>Objectives: To investigate correlations between power seat functions (PSFs) usage and wheelchair discomfort.>Design: Quasi-experimental design: Time series design.>Setting: In-home trial in participants’ home/community.>Participants: Thirteen power wheelchair users who independently used power wheelchairs equipped with PSFs as their primary means of mobility.>Main Outcome Measures: PSF usage variables include the frequency of performing repositioning and using PSFs (tilt, recline, legrests and seat elevation), wheelchair occupancy, and driving distance. The Tool for Assessing Wheelchair disComfort (TAWC) were used to evaluate general discomfort and discomfort intensity.>Results: Spearman correlation coefficient showed that the frequency of using tilt, recline, and legrest is significantly correlated with discomfort intensity. Multiple regression analysis with backward stepwise indicated that these functions can explain 43.8% of the variance (R2 = .438, F(3,33) = 8.588, P < 0.01) in the discomfort intensity score. The best-first decision tree shows that the frequency of using the legrest function was the top node, followed by recline and tilt functions. The overall accuracy of prediction with ten-fold cross validation for discomfort intensity was 79.4%.>Conclusions: For people who used power wheelchairs equipped with PSFs, correlation analysis and regression modeling provided evidence from the quantitative data that increasing the frequency of using PSFs may decrease wheelchair discomfort. Future studies should include interventions to encourage people to use their PSFs appropriately.
机译:>目标:研究电动座椅功能(PSF)使用与轮椅不适之间的相关性。>设计:准实验设计:时间序列设计。>设置 :参与者家庭/社区的在家中试验。>参与者:13位电动轮椅使用者独立使用配备了PSF的电动轮椅作为主要出行方式。>主要结果指标 :PSF的使用变量包括执行重新定位和使用PSF的频率(倾斜,倾斜,腿托和座椅升高),轮椅占用率和行驶距离。 >结果:Spearman相关系数表明,倾斜,倾斜和靠腿的使用频率与不适强度显着相关。向后逐步回归的多元回归分析表明,这些功能可以解释不适强度评分中方差的43.8%(R2 = .438,F(3,33)= 8.588,P <0.01)。最佳第一决策树显示,使用靠腿功能的频率最高,其次是倾斜和倾斜功能。十倍交叉验证的不适强度预测的整体准确性为79.4%。>结论:对于使用配备了PSF的电动轮椅的人,相关分析和回归模型从定量数据中提供了证据,表明该数据不断增加。使用PSF的频率可能会减少轮椅不适感。未来的研究应包括鼓励人们适当使用其PSF的干预措施。

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