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General Information
    • ISSN: 2010-3751
    • Frequency: Bimonthly (2012-2016); Quarterly (Since 2017)
    • DOI: 10.18178/IJFCC
    • Editor-in-Chief: Prof. Mohamed Othman
    • Executive Editor: Ms. Nancy Y. Liu
    • Abstracting/ Indexing: Google Scholar, Engineering & Technology Digital Library, and Crossref, DOAJ, Electronic Journals LibraryEI (INSPEC, IET).
    • E-mail:  ijfcc@ejournal.net 
Editor-in-chief
Prof. Mohamed Othman
Department of Communication Technology and Network Universiti Putra Malaysia, Malaysia
It is my honor to be the editor-in-chief of IJFCC. The journal publishes good papers in the field of future computer and communication. Hopefully, IJFCC will become a recognized journal among the readers in the filed of future computer and communication.
IJFCC 2017 Vol.6(3): 86-91 ISSN: 2010-3751
doi: 10.18178/ijfcc.2017.6.3.左编号

A Segment of Healthy and Unhealthy Lifestyle Consumers Affects Healthcare Expenditures: An Application of Data Mining in Healthcare

Hsin-Yen Yen, Ching Li, and Ping-Feng Hsia
Abstract—Data mining is a useful tool to analyze healthcare information and identify personal behavior patterns for policy decision-making., The purpose of this study is to identify healthy and unhealthy families using the household income and expenditure database and to analyze the difference of household healthcare expenditures among the healthy and unhealthy lifestyle groups. The database was composed of the data of the DGBAS surveys over 40 years. The methods in this study were descriptive analyses, ANOVA, cluster analysis, and the Chi-square test. The descriptive results showed there were four types of groups, including Smoker, Alcoholic, Unhealthy diet, and Healthy lifestyle. The healthcare expenditure of the Healthy lifestyle group was significantly lower than that of the other three unhealthy lifestyle groups. Keeping a healthy lifestyle is important for a family since it may decrease healthcare expenditure. The government has to be aware and reduce the cause of high healthcare expenditure by policy-making, to promote well-being, and create a better society.

Index Terms—Cluster analysis, database, health promotion, household income, healthcare economic.

Hsin-Yen Yen, Ching Li, and Ping-Feng Hsia are with Graduate Institute of Sport, Leisure, and Hospitality Management, National Taiwan Normal University, 106, Taipei City, Taiwan (e-mail: kenjizoro520@gmail.com, t94002@ntnu.edu.tw, 60031011a@ntnu.edu.tw).

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Cite: Hsin-Yen Yen, Ching Li, and Ping-Feng Hsia, "A Segment of Healthy and Unhealthy Lifestyle Consumers Affects Healthcare Expenditures: An Application of Data Mining in Healthcare," International Journal of Future Computer and Communication vol. 6, no. 3, pp. 86-91, 2017.

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