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强迫症的危险因素:中国西南地区的横截面研究
Haibing Chen1, Jie Feng2, Mengling Wang1
1Department of Health Laboratory Technology, School of Public Health, Chongqing Medical University, No. 1, Yixueyuan Road, Yuzhong District, Chongqing, 400016, People's Republic of China.
强迫症的风险与病史,胃肠道问题和睡眠障碍有关. 识别这些因素可以帮助制定针对性治疗强迫症的干预措施.
科学领域:
- 精神病学与心理健康
- 流行病学
- 医学研究
背景情况:
- 强迫症 (OCD) 是一种普遍存在的精神障碍,原因不明.
- 了解人口,生活方式和饮食与强迫症的联系对于公共健康至关重要.
- 这项研究调查了与强迫症患病率相关的潜在风险因素.
研究的目的:
- 探索不同的人口,生活方式和饮食因素与强迫症之间的关系.
- 确定在一般人群中导致强迫症的重大风险因素.
- 提供针对性干预和强迫症预防策略的见解.
主要方法:
- 对1572名参与者进行了横截面的在线调查.
- 评估了人口统计数据,生活方式因素,饮食习惯和强迫症症状.
- 使用拉索回归,物流回归和机器学习模型 (SVM,随机森林,BPNN) 来确定风险因素.
主要成果:
- 30.40%的参与者被认为有强迫症的高风险.
- 病史 (OR=1. 709),睡眠障碍 (OR=1. 460),胃肠道症状 (OR=1. 562) 和异常排便 (OR=1. 431) 是强迫症的重要危险因素.
- 机器学习模型证实了后勤回归分析的结果.
结论:
- 病史,胃肠道症状,睡眠障碍和挑食是强迫症的重要危险因素.
- 这些确定的因素为强迫症的病因提供了宝贵的见解.
- 这些发现表明有针对性的干预措施和预防策略可以降低强迫症的风险.
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