慢性疾病与心理健康的关系:一项横断面研究

Q2 Medicine
Yi Huang , Travis Loux , Xiaofan Huang , Xiaoke Feng
{"title":"慢性疾病与心理健康的关系:一项横断面研究","authors":"Yi Huang ,&nbsp;Travis Loux ,&nbsp;Xiaofan Huang ,&nbsp;Xiaoke Feng","doi":"10.1016/j.mhp.2023.200307","DOIUrl":null,"url":null,"abstract":"<div><h3>Objective</h3><p><span>the current study explores the association between four types of chronic diseases and </span>mental health issues in Behavioral Risk Factor Surveillance System (BRFSS) data collected in 2021</p></div><div><h3>Methods</h3><p><span>The study utilized data from the 2021 Behavioral Risk Factor Surveillance System (BRFSS). The dataset was carefully selected, resulting in a sample size of 233,890 participants with 27 covariates. To assess the impact of chronic diseases on mental health, inverse propensity weights (IPW), which were generated based on the existence of the presence or absence of four specific chronic diseases (cholesterol disease, kidney disease<span><span>, coronary heart disease, and asthma), were assigned to each participant. To check the balance of the selected baseline covariates, we compared the </span>standardized mean difference (SMD) before and after applying the IPW. </span></span>Linear regression models incorporating the inverse propensity weights were then utilized to examine the association between each of the four chronic diseases and the number of days participants experienced poor mental health within the last 30 days.</p></div><div><h3>Results</h3><p>All four chronic diseases (cholesterol disease, kidney disease, coronary heart disease (CHD), and asthma), were found to be significantly associated with mental health problems. After applying inverse propensity weighting (IPW) to the analysis, individuals diagnosed with cholesterol disease experienced an average of 0.5 (95% CI: 0.32, 0.63) longer days of poor mental health within the last 30 days. Similarly, those with kidney disease, CHD and asthma reported 1.64 (95% CI: 1.44, 1.84), 0.37 (95% CI: 0.22, 0.52) and 4.33 (95% CI: 4.21, 4.45) longer days of poor mental health. Participants with any type of the four chronic diseases experienced on an average of 0.65 (95% CI: 0.58, 0.72) longer days of poor mental health within the same time frame.</p></div><div><h3>Conclusion</h3><p>The four types of chronic diseases (cholesterol disease, kidney disease, CHD and asthma) are significantly associated with mental health concerns. Participants affected by any type of the four types of chronic diseases experienced an extended duration of poor mental health within the past 30 days.</p></div>","PeriodicalId":55864,"journal":{"name":"Mental Health and Prevention","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2023-11-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"The relationship between chronic diseases and mental health: a cross-sectional study\",\"authors\":\"Yi Huang ,&nbsp;Travis Loux ,&nbsp;Xiaofan Huang ,&nbsp;Xiaoke Feng\",\"doi\":\"10.1016/j.mhp.2023.200307\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Objective</h3><p><span>the current study explores the association between four types of chronic diseases and </span>mental health issues in Behavioral Risk Factor Surveillance System (BRFSS) data collected in 2021</p></div><div><h3>Methods</h3><p><span>The study utilized data from the 2021 Behavioral Risk Factor Surveillance System (BRFSS). The dataset was carefully selected, resulting in a sample size of 233,890 participants with 27 covariates. To assess the impact of chronic diseases on mental health, inverse propensity weights (IPW), which were generated based on the existence of the presence or absence of four specific chronic diseases (cholesterol disease, kidney disease<span><span>, coronary heart disease, and asthma), were assigned to each participant. To check the balance of the selected baseline covariates, we compared the </span>standardized mean difference (SMD) before and after applying the IPW. </span></span>Linear regression models incorporating the inverse propensity weights were then utilized to examine the association between each of the four chronic diseases and the number of days participants experienced poor mental health within the last 30 days.</p></div><div><h3>Results</h3><p>All four chronic diseases (cholesterol disease, kidney disease, coronary heart disease (CHD), and asthma), were found to be significantly associated with mental health problems. After applying inverse propensity weighting (IPW) to the analysis, individuals diagnosed with cholesterol disease experienced an average of 0.5 (95% CI: 0.32, 0.63) longer days of poor mental health within the last 30 days. Similarly, those with kidney disease, CHD and asthma reported 1.64 (95% CI: 1.44, 1.84), 0.37 (95% CI: 0.22, 0.52) and 4.33 (95% CI: 4.21, 4.45) longer days of poor mental health. Participants with any type of the four chronic diseases experienced on an average of 0.65 (95% CI: 0.58, 0.72) longer days of poor mental health within the same time frame.</p></div><div><h3>Conclusion</h3><p>The four types of chronic diseases (cholesterol disease, kidney disease, CHD and asthma) are significantly associated with mental health concerns. Participants affected by any type of the four types of chronic diseases experienced an extended duration of poor mental health within the past 30 days.</p></div>\",\"PeriodicalId\":55864,\"journal\":{\"name\":\"Mental Health and Prevention\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-11-23\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Mental Health and Prevention\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2212657023000491\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"Medicine\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Mental Health and Prevention","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2212657023000491","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"Medicine","Score":null,"Total":0}
引用次数: 0

摘要

目的探讨2021年行为风险因素监测系统(Behavioral Risk Factor Surveillance System, BRFSS)数据中四种慢性疾病与心理健康问题的关系。数据集经过精心挑选,样本量为233,890名参与者,共有27个协变量。为了评估慢性疾病对心理健康的影响,根据四种特定慢性疾病(胆固醇疾病、肾脏疾病、冠心病和哮喘)的存在与否产生的逆倾向权重(IPW)分配给每个参与者。为了检查所选基线协变量的平衡性,我们比较了应用IPW前后的标准化平均差(SMD)。然后利用包含反向倾向权重的线性回归模型来检查四种慢性病中的每一种与参与者在过去30天内精神健康状况不佳的天数之间的关系。结果四种慢性疾病(胆固醇病、肾病、冠心病和哮喘)均与心理健康问题存在显著相关性。在对分析应用逆倾向加权(IPW)后,被诊断患有胆固醇疾病的个体在过去30天内平均经历了0.5天(95% CI: 0.32, 0.63)的心理健康状况不佳的天数。同样,那些患有肾脏疾病、冠心病和哮喘的人报告心理健康状况不佳的时间延长了1.64 (95% CI: 1.44, 1.84)、0.37 (95% CI: 0.22, 0.52)和4.33 (95% CI: 4.21, 4.45)。患有这四种慢性疾病中的任何一种的参与者,在相同的时间范围内,心理健康状况不佳的天数平均要长0.65天(95% CI: 0.58, 0.72)。结论四种慢性疾病(胆固醇病、肾病、冠心病和哮喘)与心理健康问题显著相关。受四种慢性疾病影响的参与者在过去30天内经历了较长时间的精神健康状况不佳。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The relationship between chronic diseases and mental health: a cross-sectional study

Objective

the current study explores the association between four types of chronic diseases and mental health issues in Behavioral Risk Factor Surveillance System (BRFSS) data collected in 2021

Methods

The study utilized data from the 2021 Behavioral Risk Factor Surveillance System (BRFSS). The dataset was carefully selected, resulting in a sample size of 233,890 participants with 27 covariates. To assess the impact of chronic diseases on mental health, inverse propensity weights (IPW), which were generated based on the existence of the presence or absence of four specific chronic diseases (cholesterol disease, kidney disease, coronary heart disease, and asthma), were assigned to each participant. To check the balance of the selected baseline covariates, we compared the standardized mean difference (SMD) before and after applying the IPW. Linear regression models incorporating the inverse propensity weights were then utilized to examine the association between each of the four chronic diseases and the number of days participants experienced poor mental health within the last 30 days.

Results

All four chronic diseases (cholesterol disease, kidney disease, coronary heart disease (CHD), and asthma), were found to be significantly associated with mental health problems. After applying inverse propensity weighting (IPW) to the analysis, individuals diagnosed with cholesterol disease experienced an average of 0.5 (95% CI: 0.32, 0.63) longer days of poor mental health within the last 30 days. Similarly, those with kidney disease, CHD and asthma reported 1.64 (95% CI: 1.44, 1.84), 0.37 (95% CI: 0.22, 0.52) and 4.33 (95% CI: 4.21, 4.45) longer days of poor mental health. Participants with any type of the four chronic diseases experienced on an average of 0.65 (95% CI: 0.58, 0.72) longer days of poor mental health within the same time frame.

Conclusion

The four types of chronic diseases (cholesterol disease, kidney disease, CHD and asthma) are significantly associated with mental health concerns. Participants affected by any type of the four types of chronic diseases experienced an extended duration of poor mental health within the past 30 days.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Mental Health and Prevention
Mental Health and Prevention Medicine-Psychiatry and Mental Health
CiteScore
2.10
自引率
0.00%
发文量
22
审稿时长
24 days
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信