Hidden in plain sight: Using administrative data to conduct a longitudinal cohort study of children exposed to opioids in pregnancy

Louise Marryat, Petra Rauchhaus, James P Boardman, Alison McFadden, Anne Whittaker, John Frank
{"title":"Hidden in plain sight: Using administrative data to conduct a longitudinal cohort study of children exposed to opioids in pregnancy","authors":"Louise Marryat, Petra Rauchhaus, James P Boardman, Alison McFadden, Anne Whittaker, John Frank","doi":"10.23889/ijpds.v8i2.2296","DOIUrl":null,"url":null,"abstract":"ObjectivesChildren of women who use substances are difficult to research at a population-level using traditional research methods due to the complexity of their lives. Resultingly, we have little robust evidence on their outcomes. This study developed an administrative data cohort of children exposed to opioids and explored health outcomes.
 MethodsUsing data from birth records, antenatal records, prescription data, hospital/psychiatric hospital admissions, and drug and alcohol service data, we identified 6,408 children (born 2009-2019) in Scotland who were exposed to opioids through illicit use and/or medication assisted treatment (i.e. methadone/buprenorphine). A control group (n. 19,089) of children not exposed to opioids were matched on age of mother and Scottish Index of Multiple Deprivation. Data were described and linear and logistic regression models were used to examine the relationship between risk factors (such as drug and alcohol use in pregnancy, gestation at booking and at birth), and key early outcomes.
 ResultsAlthough the majority of women had their substance use recorded in antenatal records, 28.9\\% did not, demonstrating the importance of using multiple administrative datasets to form the cohort. Children in the cohort were more likely to experience a range of adverse outcomes including being born early (17\\% born prematurely, compared with 6.5\\% in control group), having a below normal Apgar score (the scoring system used to assess newborns shortly after birth) (2.9\\% in cohort vs. 1.5\\% in controls), having significantly lower birthweight, length and head circumference, and more likely to be removed from their mother prior hospital discharge. Differences between the cohorts remained after controlling for other risk factors including alcohol use, and gestation.
 ConclusionThis feasibility study brought together a cohort of children usually excluded from traditional forms of research. The research demonstrated early differences in outcomes between exposed children and others from similar socio-economic groups. The next stage of this research is exploring health and development outcomes in the preschool period.","PeriodicalId":132937,"journal":{"name":"International Journal for Population Data Science","volume":"18 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal for Population Data Science","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.23889/ijpds.v8i2.2296","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

ObjectivesChildren of women who use substances are difficult to research at a population-level using traditional research methods due to the complexity of their lives. Resultingly, we have little robust evidence on their outcomes. This study developed an administrative data cohort of children exposed to opioids and explored health outcomes. MethodsUsing data from birth records, antenatal records, prescription data, hospital/psychiatric hospital admissions, and drug and alcohol service data, we identified 6,408 children (born 2009-2019) in Scotland who were exposed to opioids through illicit use and/or medication assisted treatment (i.e. methadone/buprenorphine). A control group (n. 19,089) of children not exposed to opioids were matched on age of mother and Scottish Index of Multiple Deprivation. Data were described and linear and logistic regression models were used to examine the relationship between risk factors (such as drug and alcohol use in pregnancy, gestation at booking and at birth), and key early outcomes. ResultsAlthough the majority of women had their substance use recorded in antenatal records, 28.9\% did not, demonstrating the importance of using multiple administrative datasets to form the cohort. Children in the cohort were more likely to experience a range of adverse outcomes including being born early (17\% born prematurely, compared with 6.5\% in control group), having a below normal Apgar score (the scoring system used to assess newborns shortly after birth) (2.9\% in cohort vs. 1.5\% in controls), having significantly lower birthweight, length and head circumference, and more likely to be removed from their mother prior hospital discharge. Differences between the cohorts remained after controlling for other risk factors including alcohol use, and gestation. ConclusionThis feasibility study brought together a cohort of children usually excluded from traditional forms of research. The research demonstrated early differences in outcomes between exposed children and others from similar socio-economic groups. The next stage of this research is exploring health and development outcomes in the preschool period.
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
隐藏在显眼的地方:使用行政数据对怀孕期间暴露于阿片类药物的儿童进行纵向队列研究
目的吸毒妇女的子女由于其生活的复杂性,难以用传统的研究方法在人口水平上进行研究。因此,我们几乎没有关于其结果的有力证据。本研究建立了阿片类药物暴露儿童的行政数据队列,并探讨了健康结果。方法利用出生记录、产前记录、处方数据、医院/精神病院入院情况以及药物和酒精服务数据,我们确定了苏格兰6408名通过非法使用和/或药物辅助治疗(即美沙酮/丁丙诺啡)暴露于阿片类药物的儿童(2009-2019年出生)。对照组(n. 19,089)未接触阿片类药物的儿童根据母亲的年龄和苏格兰多重剥夺指数进行匹配。对数据进行了描述,并使用线性和逻辑回归模型来检验风险因素(如怀孕期间药物和酒精使用、预约时妊娠和出生时妊娠)与关键早期结局之间的关系。 结果虽然大多数妇女在产前记录中记录了她们的药物使用情况,但28.9%的妇女没有记录,这表明使用多个管理数据集形成队列的重要性。队列中的儿童更有可能经历一系列不良后果,包括早产(17%早产,对照组为6.5%),阿普加评分(用于评估出生后不久新生儿的评分系统)低于正常水平(队列中为2.9%,对照组为1.5%),出生体重、身长和头围明显较低,出院前更有可能被从母亲身边带走。在控制了包括酒精使用和妊娠在内的其他危险因素后,队列之间的差异仍然存在。 这项可行性研究汇集了一组通常被排除在传统研究之外的儿童。研究表明,早期暴露在环境中的儿童与其他社会经济群体的儿童在结果上存在差异。本研究的下一阶段是探索学前时期的健康和发展结果。
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
自引率
0.00%
发文量
0
期刊最新文献
Using novel data linkage of biobank data with administrative health data to inform genomic analysis for future precision medicine treatment of congenital heart disease Common governance model: a way to avoid data segregation between existing trusted research environment Federated learning for generating synthetic data: a scoping review Health Data Governance for Research Use in Alberta Establishment of a birth-to-education cohort of 1 million Palestinian refugees using electronic medical records and electronic education records
×
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