抑郁症和糖尿病的自我护理;对错误分类偏差进行调整:应用预测权重方法
Zahra Kordi1,2, Ahmad Khosravi3, Akbar Fotouhi1
1Department of Epidemiology and Biostatistics, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran.
BMC public health
|December 20, 2023
概括
抑郁症显著影响糖尿病患者的自我护理. 通过精神病学干预和辅导以及自我护理策略来解决抑郁症对于改善患者的治疗结果至关重要.
科学领域:
- 内分泌学和糖尿病护理
- 精神病学和心理健康 精神病学和心理健康
- 医疗保健服务研究 医疗服务研究
背景情况:
- 抑郁症在糖尿病患者中很普遍,可能会影响他们管理病情的能力.
- 准确评估抑郁症至关重要,因为测量偏差可能会影响研究结果.
- 自我照顾是糖尿病管理的基石,它与心理健康的关系需要彻底调查.
研究的目的:
- 调查糖尿病患者抑郁症和自我护理之间的关联.
- 用预测值来解决抑郁症测量中的潜在偏差.
- 探索共变量对这种关系的影响.
主要方法:
- 一项涉及1050名糖尿病患者的横截面研究.
- 使用WHO-5幸福指数评估的抑郁情绪.
- 用糖尿病自我护理活动总结 (SDSCA) 问卷评估自我护理.
- 预测权重方法用于纠正逻辑回归模型中的错误分类偏差.
- 使用引导抽样和模拟来处理随机错误.
主要成果:
- 70.1%的糖尿病患者报告有抑郁情绪,52.7%表现出适当的自我照顾行为.
- 在抑郁症和缺乏自我照顾之间发现了显著的关联 (OR=2.21,p<0.001).
- 在调整偏差后,这种关联得到了加强 (OR=3.4,p<0.001),表明抑郁症和自我照顾不良之间存在更强的联系.
结论:
- 糖尿病患者中抑郁症和自我护理之间的关联比在纠正测量偏差后最初观察到的更强.
- 综合干预包括精神支持,咨询和教育对于患有抑郁症的糖尿病患者至关重要.
- 建议针对弱势群体 (男性,低社会经济地位,受教育程度较低,患有并发病的人) 进行有针对性的关注,以有效管理糖尿病.
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