The Application of Data Mining Techniques to Explore a Typology of The Chronic Patient’s Health Behavior in Taiwan

碩士 === 國立中正大學 === 企業管理所 === 93 === The chronic disease not only causes the serious threat to compatriot's health, become the heavy burden finacially of the center and locality even more. The purposes of this study were to understand the typology of chronic patients’ health behavior and to explo...

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Bibliographic Details
Main Authors: Pei-chen Huang, 黃姵禎
Other Authors: Long-chuan Lu
Format: Others
Language:zh-TW
Published: 2005
Online Access:http://ndltd.ncl.edu.tw/handle/17686870299747796266
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Summary:碩士 === 國立中正大學 === 企業管理所 === 93 === The chronic disease not only causes the serious threat to compatriot's health, become the heavy burden finacially of the center and locality even more. The purposes of this study were to understand the typology of chronic patients’ health behavior and to explore the factors related to different health behavior clusters. Secondary data were taken from a national survey study in Taiwan that was done in 2002. A systematic sampling procedure was applied and 26,755 valid samples were collected. This research fetches the person who suffers from more than one kind of chronic patients among them and amounts to 8,935 research sample, adopt the induction of documents to choose and suppose and describe parameters, carry on secondary analysis. The major results of this study were as follows: (1)The chronic patient person in Taiwan has already had some dangerous factors in the healthy behavior, the most insufficient for accepting the training behavior of first aid to the healthy behavior ; It is highest to shoulder to the behavior rate in order to drink of healthy behavior; (2)The patient's healthy behavior is divided into the following three factor structure: Prevention and health care behavior , substance use the behavior and healthy and safe behavior; (3)The chronic patient person in Taiwan behaves in accordance with the healthy behavior, can be divided into the following four and collected group: “Good habit group” (70.6% ) ,” give oneself up as hopeless group” (4.1% ) , “mend the fold after the sheep have been stolen group” (23.4% ),and “medical treatment rely on group “(1.9%); (4) In sum, the factors related to different typologies of chronic patients’ health behavior include “ perceived health status “, “ control healthily consciously “ , “ the sex “ , ” the age “ , “ the education degree “ , “ the job “ and ” the marriage “, it is comparatively apparent that this seven are turned into a item of prediction strength , and every group has different categorised function coefficient, so the relevant unit should select and collect special group to these factors of showing , get involved in the factor that plans to be paid the utmost attention to as promoting healthily. Besides, health behavior changing programs based on patients’ health behavior patterns and background features can also refer to the findings.