Sara Briker MD , Kate T. Tran MPH , Elina Visoki MSc , Joshua H. Gordon MD, PhD , Kevin W. Hoffman MD, PhD , Ran Barzilay MD, PhD
{"title":"青春期前期和早期极端高温与外化症状之间的关系:来自ABCD研究的发现","authors":"Sara Briker MD , Kate T. Tran MPH , Elina Visoki MSc , Joshua H. Gordon MD, PhD , Kevin W. Hoffman MD, PhD , Ran Barzilay MD, PhD","doi":"10.1016/j.jaacop.2024.09.009","DOIUrl":null,"url":null,"abstract":"<div><h3>Objective</h3><div>Considering the growing threat of climate change and the current youth mental health crisis, data are needed on the relationship between climate and youth mental health. Hot weather contributes to the mental health burden, specifically aggression. We studied associations between extreme heat and externalizing symptoms or suicidal behavior among US preadolescents.</div></div><div><h3>Method</h3><div>We analyzed data from the Adolescent Brain Cognitive Development (ABCD) Study. Participants (N = 8,120, mean age 9.89 years at baseline, 48.40% female, 23.81% Black, 18.17% Hispanic) were assessed longitudinally between 2016 and 2020 across 21 sites. We estimated exposure to extreme heat (measured around the study site) as the number of days in the month of study visit with a maximum temperature ≥90°F (32.2°C) based on National Centers for Environmental Information data. We characterized exposure to extreme heat across racial/ethnic groups. We used mixed-effects regression models to test associations of extreme heat with externalizing symptoms (parent-report) and suicide attempts (self-report), assessed in a validated clinical interview. Models adjusted for demographics (age, sex, race, ethnicity, and household income) and neighborhood characteristics (gross residential density, population density, national walkability index, and fraction of grass, forest, and built land use).</div></div><div><h3>Results</h3><div>Exposure to extreme heat was less prevalent among non-Hispanic White participants (5.2 days/mo) compared to non-Hispanic Black and to Hispanic youth (7.2 and 7.4 days/mo, respectively). Extreme heat showed a small but significant association with externalizing symptoms (incidence rate ratio [IRR]=1.06, 95% CI = 1.04-1.08, <em>p</em> < .001). The association did not change when adjusting for demographics, and remained similar when further adjusting for neighborhood characteristics (IRR = 1.05, 95% CI = 1.00-1.12, <em>p</em> = .04). Sensitivity analyses using extreme heat at the participants’ home address level in the 6 days prior to study visit, available only for ABCD baseline assessment, revealed similar findings. Extreme heat was not associated with suicide attempts (odds ratio = 0.94, 95% CI = 0.77-1.14, <em>p</em> = .52).</div></div><div><h3>Conclusion</h3><div>Our findings add to the literature on the association between extreme heat and externalizing symptoms, and suggest that this association already exists in preadolescence. Future studies are warranted to better understand the mechanisms linking hot weather and mental health and its related racial/ethnic disparities.</div></div><div><h3>Plain language summary</h3><div>Using data from the ABCD Study that follows 8,120 children from childhood to adolescence, this study found an association of exposure to extreme heat, defined by days of the month with ≥ 90°F (32.2°C), with behavioral symptoms in preadolescents aged 10-12 years across the US. In addition, the study found that youth of color are exposed to more extreme heat, which might contribute to youth mental health disparities. While the association observed between heat and behavioral problems was small in magnitude, this large-scale study adds to the evidence of the negative contribution of climate change to youth mental health in the US. More research is needed to uncover mechanisms that explain how climate change affects the mental health of young people and its related disparities.</div></div><div><h3>Study preregistration information</h3><div>Association between extreme heat and mental health in early adolescence; <span><span>https://osf.io/ph7y2/</span><svg><path></path></svg></span>.</div></div><div><h3>Diversity & Inclusion Statement</h3><div>We worked to ensure sex and gender balance in the recruitment of human participants. We worked to ensure race, ethnic, and/or other types of diversity in the recruitment of human participants. We worked to ensure that the study questionnaires were prepared in an inclusive way. One or more of the authors of this paper self-identifies as a member of one or more historically underrepresented racial and/or ethnic groups in science. We actively worked to promote sex and gender balance in our author group.</div><div>We actively worked to promote inclusion of historically underrepresented racial and/or ethnic groups in science in our author group. The author list of this paper includes contributors from the location and/or community where the research was conducted who participated in the data collection, design, analysis, and/or interpretation of the work. While citing references scientifically relevant for this work, we also actively worked to promote sex and gender balance in our reference list.</div></div>","PeriodicalId":73525,"journal":{"name":"JAACAP open","volume":"3 3","pages":"Pages 713-724"},"PeriodicalIF":0.0000,"publicationDate":"2024-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Association Between Extreme Heat and Externalizing Symptoms in Pre- and Early Adolescence: Findings From the ABCD Study\",\"authors\":\"Sara Briker MD , Kate T. Tran MPH , Elina Visoki MSc , Joshua H. Gordon MD, PhD , Kevin W. Hoffman MD, PhD , Ran Barzilay MD, PhD\",\"doi\":\"10.1016/j.jaacop.2024.09.009\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Objective</h3><div>Considering the growing threat of climate change and the current youth mental health crisis, data are needed on the relationship between climate and youth mental health. Hot weather contributes to the mental health burden, specifically aggression. We studied associations between extreme heat and externalizing symptoms or suicidal behavior among US preadolescents.</div></div><div><h3>Method</h3><div>We analyzed data from the Adolescent Brain Cognitive Development (ABCD) Study. Participants (N = 8,120, mean age 9.89 years at baseline, 48.40% female, 23.81% Black, 18.17% Hispanic) were assessed longitudinally between 2016 and 2020 across 21 sites. We estimated exposure to extreme heat (measured around the study site) as the number of days in the month of study visit with a maximum temperature ≥90°F (32.2°C) based on National Centers for Environmental Information data. We characterized exposure to extreme heat across racial/ethnic groups. We used mixed-effects regression models to test associations of extreme heat with externalizing symptoms (parent-report) and suicide attempts (self-report), assessed in a validated clinical interview. Models adjusted for demographics (age, sex, race, ethnicity, and household income) and neighborhood characteristics (gross residential density, population density, national walkability index, and fraction of grass, forest, and built land use).</div></div><div><h3>Results</h3><div>Exposure to extreme heat was less prevalent among non-Hispanic White participants (5.2 days/mo) compared to non-Hispanic Black and to Hispanic youth (7.2 and 7.4 days/mo, respectively). Extreme heat showed a small but significant association with externalizing symptoms (incidence rate ratio [IRR]=1.06, 95% CI = 1.04-1.08, <em>p</em> < .001). The association did not change when adjusting for demographics, and remained similar when further adjusting for neighborhood characteristics (IRR = 1.05, 95% CI = 1.00-1.12, <em>p</em> = .04). Sensitivity analyses using extreme heat at the participants’ home address level in the 6 days prior to study visit, available only for ABCD baseline assessment, revealed similar findings. Extreme heat was not associated with suicide attempts (odds ratio = 0.94, 95% CI = 0.77-1.14, <em>p</em> = .52).</div></div><div><h3>Conclusion</h3><div>Our findings add to the literature on the association between extreme heat and externalizing symptoms, and suggest that this association already exists in preadolescence. Future studies are warranted to better understand the mechanisms linking hot weather and mental health and its related racial/ethnic disparities.</div></div><div><h3>Plain language summary</h3><div>Using data from the ABCD Study that follows 8,120 children from childhood to adolescence, this study found an association of exposure to extreme heat, defined by days of the month with ≥ 90°F (32.2°C), with behavioral symptoms in preadolescents aged 10-12 years across the US. In addition, the study found that youth of color are exposed to more extreme heat, which might contribute to youth mental health disparities. While the association observed between heat and behavioral problems was small in magnitude, this large-scale study adds to the evidence of the negative contribution of climate change to youth mental health in the US. More research is needed to uncover mechanisms that explain how climate change affects the mental health of young people and its related disparities.</div></div><div><h3>Study preregistration information</h3><div>Association between extreme heat and mental health in early adolescence; <span><span>https://osf.io/ph7y2/</span><svg><path></path></svg></span>.</div></div><div><h3>Diversity & Inclusion Statement</h3><div>We worked to ensure sex and gender balance in the recruitment of human participants. We worked to ensure race, ethnic, and/or other types of diversity in the recruitment of human participants. We worked to ensure that the study questionnaires were prepared in an inclusive way. One or more of the authors of this paper self-identifies as a member of one or more historically underrepresented racial and/or ethnic groups in science. We actively worked to promote sex and gender balance in our author group.</div><div>We actively worked to promote inclusion of historically underrepresented racial and/or ethnic groups in science in our author group. The author list of this paper includes contributors from the location and/or community where the research was conducted who participated in the data collection, design, analysis, and/or interpretation of the work. While citing references scientifically relevant for this work, we also actively worked to promote sex and gender balance in our reference list.</div></div>\",\"PeriodicalId\":73525,\"journal\":{\"name\":\"JAACAP open\",\"volume\":\"3 3\",\"pages\":\"Pages 713-724\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-09-27\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"JAACAP open\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2949732924000747\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"JAACAP open","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2949732924000747","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
摘要
目的考虑到气候变化的威胁日益严重和当前青少年心理健康危机,需要气候与青少年心理健康之间关系的数据。炎热的天气会增加心理健康负担,尤其是攻击性。我们研究了美国前青少年中极端高温与外化症状或自杀行为之间的关系。方法对青少年大脑认知发展(ABCD)研究数据进行分析。在2016年至2020年期间,对21个地点的参与者(N = 8,120,基线时平均年龄9.89岁,女性48.40%,黑人23.81%,西班牙裔18.17%)进行纵向评估。根据国家环境信息中心的数据,我们估计暴露于极端高温(在研究地点周围测量)的天数为研究访问月份最高温度≥90°F(32.2°C)的天数。我们描述了不同种族/民族的极端高温暴露情况。我们使用混合效应回归模型来测试极端高温与外化症状(父母报告)和自杀企图(自我报告)的关联,并在经过验证的临床访谈中进行评估。模型根据人口统计数据(年龄、性别、种族、民族和家庭收入)和社区特征(总居住密度、人口密度、全国步行指数、草地、森林和建筑用地比例)进行了调整。结果与非西班牙裔黑人和西班牙裔青年(分别为7.2和7.4天/月)相比,非西班牙裔白人参与者(5.2天/月)暴露于极端高温的情况较少。极端高温与外化症状的关联虽小但显著(发病率比[IRR]=1.06, 95% CI = 1.04-1.08, p < .001)。在调整人口统计学因素后,这种关联没有改变,在进一步调整邻里特征时,这种关联仍然相似(IRR = 1.05, 95% CI = 1.00-1.12, p = 0.04)。在研究访问前6天,仅用于ABCD基线评估,使用参与者家庭住址水平的极端高温进行敏感性分析,揭示了类似的发现。极端高温与自杀企图无关(优势比= 0.94,95% CI = 0.77-1.14, p = 0.52)。结论:我们的研究结果增加了文献中关于极端高温和外化症状之间的联系,并表明这种联系在青春期前就存在了。未来的研究有必要更好地了解炎热天气与心理健康及其相关的种族/民族差异之间的机制。使用ABCD研究的数据,该研究跟踪了8,120名儿童从儿童期到青春期,发现暴露于极端高温(按每月≥90°F(32.2°C)的天数定义)与美国10-12岁青春期前的行为症状有关。此外,该研究还发现,有色人种的青少年暴露在更多的极端高温下,这可能会导致青少年心理健康的差异。虽然观察到的高温和行为问题之间的关联很小,但这项大规模研究增加了气候变化对美国青少年心理健康负面影响的证据。需要更多的研究来揭示解释气候变化如何影响年轻人的心理健康及其相关差异的机制。青少年早期极端高温与心理健康的关系研究https://osf.io/ph7y2/.Diversity纳入声明在招募人类参与者时,我们努力确保性别和性别平衡。我们努力确保招募人类参与者的种族、民族和/或其他类型的多样性。我们努力确保研究问卷的编制具有包容性。本文的一位或多位作者自认为是科学中一个或多个历史上未被充分代表的种族和/或族裔群体的成员。我们积极地在我们的作者群体中促进性别和性别平衡。我们积极努力促进在我们的作者群体中纳入历史上代表性不足的种族和/或民族群体。本文的作者列表包括来自研究开展地和/或社区的贡献者,他们参与了数据收集、设计、分析和/或解释工作。在引用与本工作科学相关的参考文献的同时,我们也积极地在我们的参考文献列表中促进性别和性别平衡。
Association Between Extreme Heat and Externalizing Symptoms in Pre- and Early Adolescence: Findings From the ABCD Study
Objective
Considering the growing threat of climate change and the current youth mental health crisis, data are needed on the relationship between climate and youth mental health. Hot weather contributes to the mental health burden, specifically aggression. We studied associations between extreme heat and externalizing symptoms or suicidal behavior among US preadolescents.
Method
We analyzed data from the Adolescent Brain Cognitive Development (ABCD) Study. Participants (N = 8,120, mean age 9.89 years at baseline, 48.40% female, 23.81% Black, 18.17% Hispanic) were assessed longitudinally between 2016 and 2020 across 21 sites. We estimated exposure to extreme heat (measured around the study site) as the number of days in the month of study visit with a maximum temperature ≥90°F (32.2°C) based on National Centers for Environmental Information data. We characterized exposure to extreme heat across racial/ethnic groups. We used mixed-effects regression models to test associations of extreme heat with externalizing symptoms (parent-report) and suicide attempts (self-report), assessed in a validated clinical interview. Models adjusted for demographics (age, sex, race, ethnicity, and household income) and neighborhood characteristics (gross residential density, population density, national walkability index, and fraction of grass, forest, and built land use).
Results
Exposure to extreme heat was less prevalent among non-Hispanic White participants (5.2 days/mo) compared to non-Hispanic Black and to Hispanic youth (7.2 and 7.4 days/mo, respectively). Extreme heat showed a small but significant association with externalizing symptoms (incidence rate ratio [IRR]=1.06, 95% CI = 1.04-1.08, p < .001). The association did not change when adjusting for demographics, and remained similar when further adjusting for neighborhood characteristics (IRR = 1.05, 95% CI = 1.00-1.12, p = .04). Sensitivity analyses using extreme heat at the participants’ home address level in the 6 days prior to study visit, available only for ABCD baseline assessment, revealed similar findings. Extreme heat was not associated with suicide attempts (odds ratio = 0.94, 95% CI = 0.77-1.14, p = .52).
Conclusion
Our findings add to the literature on the association between extreme heat and externalizing symptoms, and suggest that this association already exists in preadolescence. Future studies are warranted to better understand the mechanisms linking hot weather and mental health and its related racial/ethnic disparities.
Plain language summary
Using data from the ABCD Study that follows 8,120 children from childhood to adolescence, this study found an association of exposure to extreme heat, defined by days of the month with ≥ 90°F (32.2°C), with behavioral symptoms in preadolescents aged 10-12 years across the US. In addition, the study found that youth of color are exposed to more extreme heat, which might contribute to youth mental health disparities. While the association observed between heat and behavioral problems was small in magnitude, this large-scale study adds to the evidence of the negative contribution of climate change to youth mental health in the US. More research is needed to uncover mechanisms that explain how climate change affects the mental health of young people and its related disparities.
Study preregistration information
Association between extreme heat and mental health in early adolescence; https://osf.io/ph7y2/.
Diversity & Inclusion Statement
We worked to ensure sex and gender balance in the recruitment of human participants. We worked to ensure race, ethnic, and/or other types of diversity in the recruitment of human participants. We worked to ensure that the study questionnaires were prepared in an inclusive way. One or more of the authors of this paper self-identifies as a member of one or more historically underrepresented racial and/or ethnic groups in science. We actively worked to promote sex and gender balance in our author group.
We actively worked to promote inclusion of historically underrepresented racial and/or ethnic groups in science in our author group. The author list of this paper includes contributors from the location and/or community where the research was conducted who participated in the data collection, design, analysis, and/or interpretation of the work. While citing references scientifically relevant for this work, we also actively worked to promote sex and gender balance in our reference list.