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  1. University of Computer Studies, Yangon
  2. Conferences

Physical Fitness Measurement using Multiple Linear Regression (Case Study of Children and Adolescents)

http://hdl.handle.net/20.500.12678/0000003887
http://hdl.handle.net/20.500.12678/0000003887
22eefa16-c77f-4a06-96df-40cfd3222cd7
a8f8e0a1-ce41-4e1a-8d1f-fee0e3bcf607
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12060.pdf 12060.pdf (80 Kb)
Publication type
Article
Upload type
Publication
Title
Title Physical Fitness Measurement using Multiple Linear Regression (Case Study of Children and Adolescents)
Language en
Publication date 2014-02-17
Authors
Nway, Zon Nyein
Kham, Nang Saing Moon
Description
Physical activity is an essential component ofa healthy lifestyle. It is clear that physicallyactive people have a lower disease risk thansedentary individuals. Thus the measurement forphysical fitness becomes the subject of currentresearch interest. Fitness defines as the “Theability to carry out daily tasks with vigor andalertness, and with ample energy to enjoyleisure-time pursuits and to meet unforeseenemergencies.” And Physical working capacity isthe best measure of fitness. Therefore, a model isproposed to measure the physical fitness byestimating physical working capacity. By usingthis model, the value of fitness (PWC) can bepredicted approximately. In this paper, the fitnessvalue is calculated by the relational PWC whichis the PWC value divided by the weight. Theproposed fitness survey is implemented by theuse of multiple linear regression to predict thephysical fitness (PWC value) as the dependentvariable by defining the relevant physicalparameters such as lung capacity, resting heartrate, systolic blood pressure, diastolic bloodpressure, breath holding, coordination ofmovement, weight and height ratio (WHR),motor response, shoulder girdle muscle (spin),flexibility of the spine, abdominal muscle (press)and squat as independent variables. Theproposed model will give the physical activitieswhich are the most related to the fitness and ifthese are made as regular practice, there will have more productivity.
Keywords
PWC (Physical Working Capacity), Weight height ratio (WHR)
Identifier http://onlineresource.ucsy.edu.mm/handle/123456789/161
Journal articles
Twelfth International Conference On Computer Applications (ICCA 2014)
Conference papers
Books/reports/chapters
Thesis/dissertations
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