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Improving the risk management of Type 2 diabetes mellitus in China from the perspective of social relationships

机译:从社会关系的角度改善中国2型糖尿病的风险管理

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摘要

In China, Type 2 diabetes mellitus (T2DM) is increasingly affecting people's health. Although many risk factors related to T2DM have been researched, the association between social relationships and risk management of T2DM in China has not been fully researched. Therefore, we obtained 2,969 valid cases from the National Chinese Medicine Clinical Research Base-Key Disease of Diabetes Mellitus Study to evaluate the role of social relationships in the risk management of T2DM. We first establish an indicators system of social relationship factors and then propose a comprehensive method that integrates subjective (analytical network process) and objective (entropy weight method) evaluations to rank the importance of the 17 social relationship factors that were the most important and commonly used. The results suggest that different social relationship factors have different effects on the risk management of T2DM. Patients and health workers should pay more attention to the high-benefit factors and thus improve the efficiency of the risk management of T2DM. These findings provided theoretical support for patients and health workers by developing the positive effects of social relationships in improving the risk management of T2DM to the fullest degree.
机译:在中国,2型糖尿病(T2DM)越来越影响人们的健康。尽管已经研究了许多与T2DM相关的风险因素,但是在中国,尚未充分研究社会关系与T2DM风险管理之间的关联。因此,我们从国家中医药临床研究基地—糖尿病关键疾病研究中获得了2969例有效病例,以评估社会关系在T2DM风险管理中的作用。我们首先建立社会关系因素的指标体系,然后提出一种综合方法,将主观(分析网络过程)和客观(熵权法)评估相结合,对最重要和最常用的17个社会关系因素的重要性进行排名。结果表明,不同的社会关系因素对T2DM的风险管理有不同的影响。患者和卫生工作者应更加关注高收益因素,从而提高T2DM风险管理的效率。这些发现通过充分发挥社会关系在最大程度上改善T2DM风险管理中的积极作用,为患者和卫生工作者提供了理论支持。

著录项

  • 来源
    《Expert Systems》 |2020年第2期|e12484.1-e12484.18|共18页
  • 作者

  • 作者单位

    Hefei Univ Technol Dept Informat Management Sch Management Tunxi Rd Hefei 230009 Anhui Peoples R China;

    Anhui Univ Chinese Med Dept Clin Teaching Affiliated Hosp 1 Hefei Anhui Peoples R China|Natl Hlth Commiss Peoples Republ China Natl Chinese Med Clin Res Base Key Dis Diabet Mel Hefei Anhui Peoples R China;

    Anhui Univ Chinese Med Dept Endocrinol Affiliated Hosp 1 Hefei Anhui Peoples R China|Natl Hlth Commiss Peoples Republ China Natl Chinese Med Clin Res Base Key Dis Diabet Mel Hefei Anhui Peoples R China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    decision analysis; entropy; expert judgement; expert system based on analytical network process; health services; social relationships;

    机译:决策分析;熵;专家的判断;基于分析网络过程的专家系统;健康服务;社会关系;

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