使用行为和临床因素对2型糖尿病患者进行分组:泰国一家医院的横截面研究
Patcharin Nilmart1, Janjira Namsuk2, Jeeraporn Songkram3
1Faculty of Physical Therapy, Srinakharinwirot University, Nakhon Nayok, Thailand patcharinn@g.swu.ac.th.
BMJ open
|October 15, 2025
概括
这项研究确定了四个不同的2型糖尿病 (T2DM) 患者组,基于糖化血红蛋白 (HbA1c),自我有效性和自我管理. 需要量身定制的干预措施,特别是在高风险群体中,血糖控制较差,自我管理较低.
科学领域:
- 内分泌学 在内分泌学.
- 糖尿病研究研究 糖尿病研究
- 行为医学是一种行为医学.
背景情况:
- 2型糖尿病 (T2DM) 的管理需要了解患者的异质性.
- 血糖控制,自我效能和自我管理是影响T2DM结果的关键因素.
- 识别不同的患者子组可以优化有针对性的干预措施.
研究的目的:
- 根据糖化血红蛋白 (HbA1c),自我有效性和自我管理来确定T2DM中的患者子组.
- 分析这些已识别的子组的结果和预测因子之间的差异.
- 为T2DM患者提供个性化管理策略的信息.
主要方法:
- 在泰国的一家慢性病诊所对440名T2DM患者进行了横截面研究.
- 使用HbA1c,自我有效性和自我管理得分进行K-means集群分析.
- 多重线性回归分析以确定集群特征的预测因素.
主要成果:
- 出现了四个不同的集群:中等特征 (n=124),表现不佳 (n=136),高表现 (n=135) 和高风险 (n=45).
- 高风险群体的血糖控制非常差 (HbA1c=9.4%),自我有效性和自我管理率最低.
- 表现不佳的集群具有高的自我有效性,但自我管理能力低,尽管血糖控制不佳 (HbA1c=8.7%).
结论:
- 在T2DM中患者的个人资料是异质的,需要量身定制的干预措施.
- 高风险患者 (集群4) 需要密集的支持和监测.
- 具有高自我效能但低自我管理 (集群2) 的患者需要基于技能的干预措施.
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