Pain Treatment Evaluation in COVID-19 Patients with Hesitant Fuzzy Linguistic Multicriteria Decision-Making

被引:18
|
作者
Batur Sir, G. Didem [1 ]
Sir, Ender [2 ]
机构
[1] Gazi Univ, Dept Ind Engn, TR-06570 Ankara, Turkey
[2] Hlth Sci Univ, Gulhane Training & Res Hosp, Dept Algol & Pain Med, TR-06010 Ankara, Turkey
关键词
EXTENDED VIKOR METHOD; SELECTION; CONSISTENCY; FRAMEWORK;
D O I
10.1155/2021/8831114
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
The coronavirus disease 2019 (COVID-19) has emerged as a worldwide pandemic since March 2020. Although most patients complain of moderate or severe pain, these symptoms are generally underestimated and appropriate treatment is not applied. This study aims to guide physicians in selecting and ranking various alternatives for the treatment of pain in COVID-19 patients. However, the choice of treatment for pain requires the consideration of many different conflicting criteria. Therefore, we have studied this problem as a multicriteria decision-making problem. Throughout the solution procedure, first, the criteria and subcriteria affecting the preferences are defined. Then, weight values are determined with respect to these criteria, as they have different degrees of importance for the problem. At this stage, hesitant fuzzy linguistic term sets (HFLTSs) are used, and thus, experts can convey their ideas more accurately. In this first phase of the study, an HFLTS integrated Analytic Hierarchy Process (AHP) method is utilized. Subsequently, possible treatment alternatives are evaluated by using the Vise Kriterijumska Optimizacija I Kompromisno Resenje (VIKOR) method. According to the results obtained by considering expert evaluations, the most preferred treatment is the administration of paracetamol, followed by interventional treatments, opioids, and nonsteroidal anti-inflammatory drugs (NSAIDs), respectively. With this study, it is ensured that a more accurate method is followed by eliminating possible mistakes due to the subjective evaluations of experts in the process of determining pain treatment. This method can also be used in different patient and disease groups.
引用
收藏
页数:11
相关论文
共 50 条
  • [21] Evaluation of startup companies using multicriteria decision making based on hesitant fuzzy linguistic information envelopment analysis models
    Lin, Mingwei
    Chen, Zheyu
    Chen, Riqing
    Fujita, Hamido
    INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2021, 36 (05) : 2292 - 2322
  • [22] Multicriteria Decision-Making Approach with Hesitant Interval-Valued Intuitionistic Fuzzy Sets
    Peng, Juan-juan
    Wang, Jian-qiang
    Wang, Jing
    Chen, Xiao-hong
    SCIENTIFIC WORLD JOURNAL, 2014,
  • [23] Approaches for multicriteria decision-making based on the hesitant fuzzy best-worst method
    Li, Jian
    Niu, Li-li
    Chen, Qiongxia
    Wang, Zhong-xing
    COMPLEX & INTELLIGENT SYSTEMS, 2021, 7 (05) : 2617 - 2634
  • [24] Linguistic Dual Hesitant Fuzzy Preference Relations and Their Application in Group Decision-Making
    Tao, Yifang
    Peng, You
    Wu, Yuheng
    INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2023, 25 (03) : 1105 - 1130
  • [25] Dynamic hesitant fuzzy linguistic group decision-making from a reliability perspective
    Ma Zhenzhen
    Ponnambalam, Kumaraswamy
    Zhu Jianjun
    Zhang Shitao
    JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS, 2018, 29 (05) : 1009 - 1021
  • [26] Dynamic hesitant fuzzy linguistic group decision-making from a reliability perspective
    MA Zhenzhen
    PONNAMBALAM Kumaraswamy
    ZHU Jianjun
    ZHANG Shitao
    Journal of Systems Engineering and Electronics, 2018, 29 (05) : 1009 - 1021
  • [27] Linguistic Dual Hesitant Fuzzy Preference Relations and Their Application in Group Decision-Making
    Yifang Tao
    You Peng
    Yuheng Wu
    International Journal of Fuzzy Systems, 2023, 25 : 1105 - 1130
  • [28] FUZZY INTEGRAL IN MULTICRITERIA DECISION-MAKING
    GRABISCH, M
    FUZZY SETS AND SYSTEMS, 1995, 69 (03) : 279 - 298
  • [29] A FUZZY METHOD FOR MULTICRITERIA DECISION-MAKING
    TURUNEN, I
    JARVELAINEN, M
    DOHNAL, M
    ACTA POLYTECHNICA SCANDINAVICA-CHEMICAL TECHNOLOGY SERIES, 1984, (154): : 1 - 28
  • [30] Hesitant fuzzy Hamacher aggregation operators for multicriteria decision making
    Tan, Chunqiao
    Yi, Wentao
    Chen, Xiaohong
    APPLIED SOFT COMPUTING, 2015, 26 : 325 - 349