Predictive Model Affecting the Musculoskeletal Discomfort of Occupants of State Universities in the Manila City

M. J. Gumasing, Elizario dos Santos, Bency Ray D. Villanueva
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Abstract

This paper aims to develop a predictive model affecting the musculoskeletal discomfort of occupants of state university in Manila City. Previous studies have proved that poor physical environment is associated with ergonomic risk factors that lead to musculoskeletal disorders (MSD) ([1]. Thus, this paper intends to assess the level of musculoskeletal discomfort of occupants in state universities with regards to its current facility and workstation design by utilizing the Cornell Musculoskeletal Disorder Questionnaire (CMDQ). There are a total of 519 respondents involved in the study comprising of 294 students and 225 faculty members from three (3) selected universities in Manila City. Using ergonomic tools and survey, the researchers were able to identify factors that affect the comfortability of occupants in the state universities. The ergonomic factors considered in the study are the following: (a) environmental-factor: noise, temperature, illumination; (b) workstation design factor: classroom seat dimensions, laboratory workstation dimension, faculty workstation dimensions; (c) personal-factor: age, BMI, years of residency, sitting duration, standing duration and sitting posture. Using statistical analyses, the paper further investigates which ergonomic factors significantly influence the occupants musculoskeletal discomfort. Analysis from the 294 students showed that they experience discomfort on their lower back, upper back, hips/buttocks, neck and shoulders while results from 219 faculty members showed that they experience discomfort on their lower back, neck, upper back, hips/buttocks and lower leg. Furthermore, results showed that factors that have significant correlation to the musculoskeletal discomfort of students are sitting duration $(\mathrm{r}=-0.744;\ \mathrm{p} < 0.05)$, sitting posture (0.868; $\mathrm{p} < 0.05$), seat depth ($\mathrm{r}=0.698;\ \mathrm{p} < 0.05$) and stool height $(\mathrm{r}=-0.875;\ \mathrm{p} < 0.05)$. While factors that have significant correlation to the musculoskeletal discomfort of professors are standing duration ($\mathrm{r}=0.898;\ \mathrm{p} < 0.05$), illumination ($\mathrm{r}=0.658;\ \mathrm{p} < 0.05$); seat height ($\mathrm{r}=0.745;\ \mathrm{p} < 0.05$) and sitting posture ($\mathrm{r}=0.812;\ \mathrm{p} < 0.05$). Using regression analysis, it was further proved that true predictors of musculoskeletal discomfort of occupants are sitting posture, sitting duration, seat height, seat depth, stool height, table height and illumination. It is therefore concluded that there is a need to redesign the workstation and facilities of state universities in order to reduce the musculoskeletal discomforts of occupants.
影响马尼拉市州立大学学生肌肉骨骼不适的预测模型
本文旨在建立影响马尼拉市国立大学居住者肌肉骨骼不适的预测模型。先前的研究已经证明,恶劣的物理环境与导致肌肉骨骼疾病(MSD)的人体工程学危险因素有关([1])。因此,本文打算利用康奈尔肌肉骨骼疾病问卷(CMDQ)来评估州立大学中居住者的肌肉骨骼不适程度,并考虑其目前的设施和工作站设计。共有519名受访者参与了这项研究,其中包括来自马尼拉市三所选定大学的294名学生和225名教职员工。利用人体工程学工具和调查,研究人员能够确定影响州立大学居住者舒适度的因素。研究中考虑的工效学因素如下:(a)环境因素:噪音、温度、照明;(b)工作站设计因素:教室座椅尺寸、实验室工作站尺寸、教师工作站尺寸;(c)个人因素:年龄、BMI、居住年数、坐着时间、站立时间、坐姿。通过统计分析,进一步探讨哪些人机工程学因素对乘员肌肉骨骼不适有显著影响。来自294名学生的分析显示,他们的下背部、上背部、臀部/臀部、颈部和肩部感到不适,而来自219名教职员工的分析结果显示,他们的下背部、颈部、上背部、臀部/臀部和小腿感到不适。此外,结果显示,与学生肌肉骨骼不适有显著相关的因素是坐着时间$(\ mathm {r}=-0.744;\ \ mathm {p} < 0.05)$、坐姿$(0.868;$ \ mathrm {p} < 0.05美元),座位深度(美元\ mathrm {r} = 0.698; \ \ mathrm} {p < 0.05)和凳子高度(美元\ mathrm {r} = -0.875; \ \ mathrm美元}{p < 0.05)。而与教授肌肉骨骼不适有显著相关的因素是站立时间($\ mathm {r}=0.898;\ \ mathm {p} < 0.05$)、光照($\ mathm {r}=0.658;\ \ mathm {p} < 0.05$)、光照($\ mathm {r}=0.658;座椅高度($\ mathm {r}=0.745;\ \ mathm {p} < 0.05$)和坐姿($\ mathm {r}=0.812;\ \ mathm {p} < 0.05$)。通过回归分析,进一步证明了乘员肌肉骨骼不适的真正预测因子是坐姿、坐姿时间、座椅高度、座椅深度、凳子高度、桌子高度和照明。因此,有必要重新设计国立大学的工作站和设施,以减少居住者的肌肉骨骼不适。
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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