Luyao Wang, Bo Zhou, Chenghui Yang, Shuya Pan, Yulan Huang, Jinyu Wang
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Ultrahigh altitude refers to an area above 3,500 m above sea level, which may have an impact on the sleep and mood of residents. Therefore, our research was divided into two groups based on altitude (ultrahigh altitude >3,500 m; high altitude = 1,500-3,400 m). Propensity score matching (PSM) was used to control for sociodemographic factors and compare the differences in mental health between the two groups. <b><i>Results:</i></b> After kernel matching, the mean bias of the covariates was reduced from 21.6 to 1.8. The severity of insomnia, depression, and anxiety in civil servants at ultrahigh altitudes was still significantly greater than that in civil servants at high altitudes after controlling for sociodemographic factors, and the average treatment effects on the treated were 1.39, 1.35, and 0.80, respectively; the results were significant (<i>α</i> < 0.01). PSM regression analysis further showed that for every 100 m increase in altitude, the severity of anxiety, depression, and insomnia increased by 0.042 points (<i>p</i> < 0.001), 0.063 points (<i>p</i> < 0.001), and 0.070 points (<i>p</i> < 0.001), respectively, all of which were higher than those obtained with ordinary least squares regression. <b><i>Conclusion:</i></b> Ultrahigh altitude significantly increases the severity of insomnia, depression, and anxiety after adjusting for sociodemographic factors.</p>","PeriodicalId":12975,"journal":{"name":"High altitude medicine & biology","volume":"24 3","pages":"193-200"},"PeriodicalIF":1.6000,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"The Effect of Ultrahigh Altitude on the Mental Health of Civil Servants in Western China Based on Propensity Score Matching.\",\"authors\":\"Luyao Wang, Bo Zhou, Chenghui Yang, Shuya Pan, Yulan Huang, Jinyu Wang\",\"doi\":\"10.1089/ham.2020.0086\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Wang, Luyao, Bo Zhou, Chenghui Yang, Shuya Pan, Yulan Huang, and Jinyu Wang. The effect of ultrahigh altitude on the mental health of civil servants in western China based on propensity score matching. <i>High Alt Med Biol</i>. 24:193-200, 2023. <b><i>Objective:</i></b> This study aims to analyze the net effect of ultrahigh altitude on the mental health of civil servants in western China after adjusting for sociodemographic factors. <b><i>Methods:</i></b> A cross-sectional study was performed to survey the mental health of 2,939 civil servants working at an altitude of more than 1,500 m in 13 areas of the Tibetan Qiang Autonomous Prefecture of Ngawa using the Insomnia Severity Index Questionnaire, 7-item Generalized Anxiety Disorder Scale, and Patient Health Questionnaire-9. Ultrahigh altitude refers to an area above 3,500 m above sea level, which may have an impact on the sleep and mood of residents. Therefore, our research was divided into two groups based on altitude (ultrahigh altitude >3,500 m; high altitude = 1,500-3,400 m). Propensity score matching (PSM) was used to control for sociodemographic factors and compare the differences in mental health between the two groups. <b><i>Results:</i></b> After kernel matching, the mean bias of the covariates was reduced from 21.6 to 1.8. The severity of insomnia, depression, and anxiety in civil servants at ultrahigh altitudes was still significantly greater than that in civil servants at high altitudes after controlling for sociodemographic factors, and the average treatment effects on the treated were 1.39, 1.35, and 0.80, respectively; the results were significant (<i>α</i> < 0.01). PSM regression analysis further showed that for every 100 m increase in altitude, the severity of anxiety, depression, and insomnia increased by 0.042 points (<i>p</i> < 0.001), 0.063 points (<i>p</i> < 0.001), and 0.070 points (<i>p</i> < 0.001), respectively, all of which were higher than those obtained with ordinary least squares regression. <b><i>Conclusion:</i></b> Ultrahigh altitude significantly increases the severity of insomnia, depression, and anxiety after adjusting for sociodemographic factors.</p>\",\"PeriodicalId\":12975,\"journal\":{\"name\":\"High altitude medicine & biology\",\"volume\":\"24 3\",\"pages\":\"193-200\"},\"PeriodicalIF\":1.6000,\"publicationDate\":\"2023-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"High altitude medicine & biology\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1089/ham.2020.0086\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2021/7/29 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q4\",\"JCRName\":\"BIOPHYSICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"High altitude medicine & biology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1089/ham.2020.0086","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2021/7/29 0:00:00","PubModel":"Epub","JCR":"Q4","JCRName":"BIOPHYSICS","Score":null,"Total":0}
引用次数: 4
摘要
王,路遥,Bo周,杨成辉,潘淑雅,黄玉兰,王金玉。基于倾向得分匹配的超高海拔对西部地区公务员心理健康的影响。High Alt-Med Biol.24:193-20023。目的:本研究旨在分析在调整社会人口因素后,超高海拔对中国西部公务员心理健康的净影响。方法:采用横断面调查方法,对海拔1500以上的2939名公务员的心理健康状况进行调查 m,采用失眠严重程度指数问卷、7项广泛性焦虑症量表和患者健康问卷-9。超高海拔是指3500以上的地区 m,这可能会对居民的睡眠和情绪产生影响。因此,我们的研究根据海拔高度分为两组(超高海拔>3500 m;高海拔 = 1500-3400 m) 。倾向评分匹配(PSM)用于控制社会人口统计学因素,并比较两组之间的心理健康差异。结果:核匹配后,协变量的平均偏差从21.6降低到1.8。在控制了社会人口学因素后,超高海拔公务员失眠、抑郁和焦虑的严重程度仍显著高于高海拔公务员,对被治疗者的平均治疗效果分别为1.39、1.35和0.80;PSM回归分析进一步表明,每100 随着海拔高度的增加,焦虑、抑郁和失眠的严重程度增加了0.042分(p p p 结论:在调整了社会人口学因素后,超高海拔显著增加了失眠、抑郁和焦虑的严重程度。
The Effect of Ultrahigh Altitude on the Mental Health of Civil Servants in Western China Based on Propensity Score Matching.
Wang, Luyao, Bo Zhou, Chenghui Yang, Shuya Pan, Yulan Huang, and Jinyu Wang. The effect of ultrahigh altitude on the mental health of civil servants in western China based on propensity score matching. High Alt Med Biol. 24:193-200, 2023. Objective: This study aims to analyze the net effect of ultrahigh altitude on the mental health of civil servants in western China after adjusting for sociodemographic factors. Methods: A cross-sectional study was performed to survey the mental health of 2,939 civil servants working at an altitude of more than 1,500 m in 13 areas of the Tibetan Qiang Autonomous Prefecture of Ngawa using the Insomnia Severity Index Questionnaire, 7-item Generalized Anxiety Disorder Scale, and Patient Health Questionnaire-9. Ultrahigh altitude refers to an area above 3,500 m above sea level, which may have an impact on the sleep and mood of residents. Therefore, our research was divided into two groups based on altitude (ultrahigh altitude >3,500 m; high altitude = 1,500-3,400 m). Propensity score matching (PSM) was used to control for sociodemographic factors and compare the differences in mental health between the two groups. Results: After kernel matching, the mean bias of the covariates was reduced from 21.6 to 1.8. The severity of insomnia, depression, and anxiety in civil servants at ultrahigh altitudes was still significantly greater than that in civil servants at high altitudes after controlling for sociodemographic factors, and the average treatment effects on the treated were 1.39, 1.35, and 0.80, respectively; the results were significant (α < 0.01). PSM regression analysis further showed that for every 100 m increase in altitude, the severity of anxiety, depression, and insomnia increased by 0.042 points (p < 0.001), 0.063 points (p < 0.001), and 0.070 points (p < 0.001), respectively, all of which were higher than those obtained with ordinary least squares regression. Conclusion: Ultrahigh altitude significantly increases the severity of insomnia, depression, and anxiety after adjusting for sociodemographic factors.
期刊介绍:
High Altitude Medicine & Biology is the only peer-reviewed journal covering the medical and biological issues that impact human life at high altitudes. The Journal delivers critical findings on the impact of high altitude on lung and heart disease, appetite and weight loss, pulmonary and cerebral edema, hypertension, dehydration, infertility, and other diseases. It covers the full spectrum of high altitude life sciences from pathology to human and animal ecology.