Did a Nocebo Effect Contribute to the Rise in Special Education Enrollment Following the Flint, Michigan Water Crisis?

Q2 Psychology Clinical Psychology in Europe Pub Date : 2023-03-31 eCollection Date: 2023-03-01 DOI:10.32872/cpe.9577
Siddhartha Roy, Keith J Petrie, Greg Gamble, Marc A Edwards
{"title":"Did a Nocebo Effect Contribute to the Rise in Special Education Enrollment Following the Flint, Michigan Water Crisis?","authors":"Siddhartha Roy, Keith J Petrie, Greg Gamble, Marc A Edwards","doi":"10.32872/cpe.9577","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Exposure to waterborne lead during the Flint Water Crisis during April 2014-October 2015 is believed to have caused increased special education enrollment in Flint children.</p><p><strong>Method: </strong>This retrospective population-based cohort study utilized de-identified data for children under six years of age who had their blood lead tested during 2011 to 2019, and special education outcomes data for children enrolled in public schools for corresponding academic years (2011-12 to 2019-20) in Flint, Detroit (control city) and the State of Michigan. Trends in the following crisis-related covariates were also evaluated: waterborne contaminants, poverty, nutrition, city governance, school district policies, negative community expectations, media coverage and social media interactions.</p><p><strong>Results: </strong>Between 2011 and 2019, including the 2014-15 crisis period, the incidence of elevated blood lead in Flint children (≥ 5µg/dL) was always at least 47% lower than in the control city of Detroit (p < .0001) and was also never significantly higher than that for all children tested in Michigan (p = 0.33). Nonetheless, special education enrollment in Flint spiked relative to Detroit and Michigan (p < .0001). There is actually an inverse relationship between childhood blood lead and special education enrollment in Flint.</p><p><strong>Conclusion: </strong>This study failed to confirm any positive association between actual childhood blood lead levels and special education enrollment in Flint. Negative psychological effects associated with media predictions of brain damage could have created a self-fulfilling prophecy via a nocebo effect. The findings demonstrate a need for improved media coverage of complex events like the Flint Water Crisis.</p>","PeriodicalId":34029,"journal":{"name":"Clinical Psychology in Europe","volume":"5 1","pages":"e9577"},"PeriodicalIF":0.0000,"publicationDate":"2023-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10103158/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Clinical Psychology in Europe","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.32872/cpe.9577","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2023/3/1 0:00:00","PubModel":"eCollection","JCR":"Q2","JCRName":"Psychology","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Exposure to waterborne lead during the Flint Water Crisis during April 2014-October 2015 is believed to have caused increased special education enrollment in Flint children.

Method: This retrospective population-based cohort study utilized de-identified data for children under six years of age who had their blood lead tested during 2011 to 2019, and special education outcomes data for children enrolled in public schools for corresponding academic years (2011-12 to 2019-20) in Flint, Detroit (control city) and the State of Michigan. Trends in the following crisis-related covariates were also evaluated: waterborne contaminants, poverty, nutrition, city governance, school district policies, negative community expectations, media coverage and social media interactions.

Results: Between 2011 and 2019, including the 2014-15 crisis period, the incidence of elevated blood lead in Flint children (≥ 5µg/dL) was always at least 47% lower than in the control city of Detroit (p < .0001) and was also never significantly higher than that for all children tested in Michigan (p = 0.33). Nonetheless, special education enrollment in Flint spiked relative to Detroit and Michigan (p < .0001). There is actually an inverse relationship between childhood blood lead and special education enrollment in Flint.

Conclusion: This study failed to confirm any positive association between actual childhood blood lead levels and special education enrollment in Flint. Negative psychological effects associated with media predictions of brain damage could have created a self-fulfilling prophecy via a nocebo effect. The findings demonstrate a need for improved media coverage of complex events like the Flint Water Crisis.

Abstract Image

Abstract Image

Abstract Image

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
密歇根州弗林特水危机后特殊教育入学率的上升是否与恐慌效应有关?
背景:2014年4月至2015年10月弗林特水危机期间的水铅暴露据信导致弗林特儿童特殊教育入学率上升:这项基于人群的回顾性队列研究利用了 2011 年至 2019 年期间接受血铅检测的六岁以下儿童的去标识化数据,以及弗林特、底特律(对照城市)和密歇根州相应学年(2011-12 学年至 2019-20 学年)公立学校入学儿童的特殊教育结果数据。此外,还评估了以下与危机相关的协变量的变化趋势:水传播污染物、贫困、营养、城市治理、学区政策、社区负面预期、媒体报道和社交媒体互动:从 2011 年到 2019 年,包括 2014-15 年危机期间,弗林特儿童血铅含量升高(≥ 5µg/dL )的发生率始终比对照城市底特律至少低 47% (p < .0001),也从未显著高于密歇根州所有受测儿童的发生率(p = 0.33)。然而,与底特律和密歇根州相比,弗林特的特殊教育入学率激增(p < .0001)。在弗林特,儿童血铅与特殊教育入学率之间实际上存在反向关系:本研究未能证实弗林特儿童实际血铅水平与特殊教育入学率之间存在任何正相关关系。媒体对脑损伤的预测所产生的负面心理影响可能会通过 "先兆效应 "造成自我实现的预言。研究结果表明,有必要改进媒体对弗林特水危机等复杂事件的报道。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Clinical Psychology in Europe
Clinical Psychology in Europe Psychology-Clinical Psychology
CiteScore
3.00
自引率
0.00%
发文量
26
审稿时长
16 weeks
期刊最新文献
Does Practice Make Perfect? The Effects of an Eight-Week Manualized Deliberate Practice Course With Peer Feedback on Patient-Rated Working Alliance in Adults: A Pilot Randomized Controlled Trial. Impulsive Buying and Deferment of Gratification Among Adults With ADHD. Learning a Practical Psychotherapeutic Skill in Higher Education in Sweden: A Conceptual Paper Concerning the Importance of Constructive Alignment When Teaching Therapeutic Alliance. Longitudinal Associations of Experiential and Reflective Dimensions of Meaning in Life With Psychopathological Symptoms. The Effects of Mindfulness-Focused Internet-Based Cognitive Behavioral Therapy on Elevated Levels of Stress and Symptoms of Exhaustion Disorder: A Randomized Controlled Trial.
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1