IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v16y2019i7p1168-d218893.html
   My bibliography  Save this article

Developing a Health Risk Evaluation Method for Triple H

Author

Listed:
  • Chien-Chih Wang

    (Department of Industrial Engineering and Management, Ming Chi University of Technology, New Taipei 24301, Taiwan)

  • Cheng-Ding Chang

    (Department of Industrial Engineering and Management, Yuan Ze University, Chung-Li 32003, Taiwan)

  • Bernard C. Jiang

    (Department of Industrial Management, National Taiwan University of Science and Technology, Taipei 10607, Taiwan)

Abstract

The development of a health evaluation system from human-related data is an important issue in preventive medicine. Previously, most studies have focused on disease assessment and prevention in patients. However, even if certain risk factors are all within normal ranges, individuals may not necessarily be completely healthy. This study focused on healthy individuals to develop a new index to assess health risks; this index can be used for the prevention of multiple diseases in healthy people. The kernel density technique was proposed to estimate the distribution of common risk factors and to develop a health risk index. A dataset of hypertension, hyperlipidemia, and hyperglycemia (Triple H) data from the National Health Insurance Research Database in Taiwan was used to demonstrate the proposed analytical process. The results of risk factor changes after six weeks of exercise were used to calculate the health risk index. The results showed that the subjects experienced a 7.29% reduction in their health risk index after the exercise intervention. This finding demonstrates the potential impact of an important reference index on quantifying the effect of maintenance in healthy people.

Suggested Citation

  • Chien-Chih Wang & Cheng-Ding Chang & Bernard C. Jiang, 2019. "Developing a Health Risk Evaluation Method for Triple H," IJERPH, MDPI, vol. 16(7), pages 1-12, April.
    • Handle: RePEc:gam:jijerp:v:16:y:2019:i:7:p:1168-:d:218893
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/16/7/1168/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/1660-4601/16/7/1168/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Liberatore, Matthew J. & Nydick, Robert L., 2008. "The analytic hierarchy process in medical and health care decision making: A literature review," European Journal of Operational Research, Elsevier, vol. 189(1), pages 194-207, August.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Thomas L. Saaty, 2013. "The Modern Science of Multicriteria Decision Making and Its Practical Applications: The AHP/ANP Approach," Operations Research, INFORMS, vol. 61(5), pages 1101-1118, October.
    2. Wenshuai Wu & Gang Kou, 2016. "A group consensus model for evaluating real estate investment alternatives," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 2(1), pages 1-10, December.
    3. Haddad, Brahim & Liazid, Abdelkrim & Ferreira, Paula, 2017. "A multi-criteria approach to rank renewables for the Algerian electricity system," Renewable Energy, Elsevier, vol. 107(C), pages 462-472.
    4. Hanwen Chen & Wang Dong & Hongling Han & Nan Zhou, 2017. "A comprehensive and quantitative internal control index: construction, validation, and impact," Review of Quantitative Finance and Accounting, Springer, vol. 49(2), pages 337-377, August.
    5. K. Madan Shankar & P. Udhaya Kumar & Devika Kannan, 2016. "Analyzing the Drivers of Advanced Sustainable Manufacturing System Using AHP Approach," Sustainability, MDPI, vol. 8(8), pages 1-10, August.
    6. Concetta Manuela La Fata & Toni Lupo & Tommaso Piazza, 2019. "Service quality benchmarking via a novel approach based on fuzzy ELECTRE III and IPA: an empirical case involving the Italian public healthcare context," Health Care Management Science, Springer, vol. 22(1), pages 106-120, March.
    7. Reyes, Pedro M. & Li, Suhong & Visich, John K., 2012. "Accessing antecedents and outcomes of RFID implementation in health care," International Journal of Production Economics, Elsevier, vol. 136(1), pages 137-150.
    8. Matthew Liberatore & Robert Nydick & Constantine Daskalakis & Elisabeth Kunkel & James Cocroft & Ronald Myers, 2009. "Helping Men Decide About Scheduling a Prostate Cancer Screening Exam," Interfaces, INFORMS, vol. 39(3), pages 209-217, June.
    9. Sinem Savaşer & Ömer Burak Kınay & Bahar Yetis Kara & Pelin Cay, 2019. "Organ transplantation logistics: a case for Turkey," OR Spectrum: Quantitative Approaches in Management, Springer;Gesellschaft für Operations Research e.V., vol. 41(2), pages 327-356, June.
    10. Chen, Shih-Hsin & Lin, Wei-Ting, 2018. "Analyzing determinants for promoting emerging technology through intermediaries by using a DANP-based MCDA framework," Technological Forecasting and Social Change, Elsevier, vol. 131(C), pages 94-110.
    11. James G. Dolan & Emily Boohaker & Jeroan Allison & Thomas F. Imperiale, 2013. "Patients’ Preferences and Priorities Regarding Colorectal Cancer Screening," Medical Decision Making, , vol. 33(1), pages 59-70, January.
    12. Sergio Domínguez & María Carmen Carnero, 2020. "Fuzzy Multicriteria Modelling of Decision Making in the Renewal of Healthcare Technologies," Mathematics, MDPI, vol. 8(6), pages 1-42, June.
    13. Zamiela, Christian & Hossain, Niamat Ullah Ibne & Jaradat, Raed, 2022. "Enablers of resilience in the healthcare supply chain: A case study of U.S healthcare industry during COVID-19 pandemic," Research in Transportation Economics, Elsevier, vol. 93(C).
    14. Jana Krejčí & Alessio Ishizaka, 2018. "FAHPSort: A Fuzzy Extension of the AHPSort Method," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 17(04), pages 1119-1145, July.
    15. Zhang, Linda L., 2015. "A literature review on multitype platforming and framework for future research," International Journal of Production Economics, Elsevier, vol. 168(C), pages 1-12.
    16. Do Hwa Byun & Rho Soon Chang & Myung-Bae Park & Hyo-Rim Son & Chun-Bae Kim, 2021. "Prioritizing Community-Based Intervention Programs for Improving Treatment Compliance of Patients with Chronic Diseases: Applying an Analytic Hierarchy Process," IJERPH, MDPI, vol. 18(2), pages 1-20, January.
    17. R. K. Jha & B. S. Sahay & P. Charan, 2016. "Healthcare operations management: a structured literature review," DECISION: Official Journal of the Indian Institute of Management Calcutta, Springer;Indian Institute of Management Calcutta, vol. 43(3), pages 259-279, September.
    18. Stefano Salata & Sila Ozkavaf-Senalp & Koray Velibeyoğlu & Zeynep Elburz, 2022. "Land Suitability Analysis for Vineyard Cultivation in the Izmir Metropolitan Area," Land, MDPI, vol. 11(3), pages 1-20, March.
    19. Hede, Shantesh & Nunes, Manuel Jose Lopes & Ferreira, Paula Fernanda Varandas & Rocha, Luis Alexandre, 2013. "Incorporating sustainability in decision-making for medical device development," Technology in Society, Elsevier, vol. 35(4), pages 276-293.
    20. Yazici, Hulya Julie, 2014. "An exploratory analysis of hospital perspectives on real time information requirements and perceived benefits of RFID technology for future adoption," International Journal of Information Management, Elsevier, vol. 34(5), pages 603-621.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jijerp:v:16:y:2019:i:7:p:1168-:d:218893. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.