Pandemic effects on health condition specific healthcare encounters in British Columbia, Canada.

IF 1.6 Q3 HEALTH CARE SCIENCES & SERVICES International Journal of Population Data Science Pub Date : 2022-08-25 DOI:10.23889/ijpds.v7i3.2037
Jason W. Flindall, Saiganesh Dhannewar, Mikhail Skrigitil, Siddharth Chadda, Samantha Magnus, Heather Richards, L. Corscadden
{"title":"Pandemic effects on health condition specific healthcare encounters in British Columbia, Canada.","authors":"Jason W. Flindall, Saiganesh Dhannewar, Mikhail Skrigitil, Siddharth Chadda, Samantha Magnus, Heather Richards, L. Corscadden","doi":"10.23889/ijpds.v7i3.2037","DOIUrl":null,"url":null,"abstract":"ObjectiveWhile overall health service use declined following the start of the pandemic, the aim of this analysis is to generate insights to inform public health priorities by identifying higher-than-expected patterns of health care service use for some health condition and population groups. \nApproachHealth care encounters for hospital, emergency department, and primary care encounters between 2011 and 2021 were categorized into condition groups according to the CIHI Population Grouping Methodology (British Columbia version). Actual health condition encounters were compared with ARIMA-based encounter forecasts to identify conditions with different-from-expected encounter rates in 2020 and 2021. For each of 225 CIHI-defined health conditions, we identified health conditions for which service use was higher-than-expected. Area-based socioeconomic status and virtual care visit data are examined to further explore conditions that continue to differ from their pre-pandemic encounter patterns. \nResultsThis analysis demonstrates that some health condition groups have seen dramatic increases in service use. The three most impacted groups with higher-than-expected encounters are hypercholesterolaemia/high cholesterol [47.8% increase in average monthly encounters since 2019], emotional and behavioural disorder (w/onset generally in childhood) [+37.3%] and neurotic/anxiety/obsessive compulsive disorder [+28.0%]. Since the start of the pandemic in British Columbia, the health condition groups with both the highest volumes of services and higher than expected service use included: hypercholesterolemia & hypothyroidism, mental health conditions (eating disorder, depression, and others), hypertension and heart failure, and diabetes.  Additional descriptive analysis explores potential inequities in encounters by socio-economic status and how virtual care has changed service patterns. \nConclusionIncreased service use may reflect greater need, better access to virtual care or potential changes in diagnoses. Identifying patterns of higher-than-expected use can support program planning to address growing need in certain regions or populations.  Additional exploration will be undertaken to examine lower-than-expected service use as potential unmet need.","PeriodicalId":36483,"journal":{"name":"International Journal of Population Data Science","volume":" ","pages":""},"PeriodicalIF":1.6000,"publicationDate":"2022-08-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Population Data Science","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.23889/ijpds.v7i3.2037","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"HEALTH CARE SCIENCES & SERVICES","Score":null,"Total":0}
引用次数: 0

Abstract

ObjectiveWhile overall health service use declined following the start of the pandemic, the aim of this analysis is to generate insights to inform public health priorities by identifying higher-than-expected patterns of health care service use for some health condition and population groups. ApproachHealth care encounters for hospital, emergency department, and primary care encounters between 2011 and 2021 were categorized into condition groups according to the CIHI Population Grouping Methodology (British Columbia version). Actual health condition encounters were compared with ARIMA-based encounter forecasts to identify conditions with different-from-expected encounter rates in 2020 and 2021. For each of 225 CIHI-defined health conditions, we identified health conditions for which service use was higher-than-expected. Area-based socioeconomic status and virtual care visit data are examined to further explore conditions that continue to differ from their pre-pandemic encounter patterns. ResultsThis analysis demonstrates that some health condition groups have seen dramatic increases in service use. The three most impacted groups with higher-than-expected encounters are hypercholesterolaemia/high cholesterol [47.8% increase in average monthly encounters since 2019], emotional and behavioural disorder (w/onset generally in childhood) [+37.3%] and neurotic/anxiety/obsessive compulsive disorder [+28.0%]. Since the start of the pandemic in British Columbia, the health condition groups with both the highest volumes of services and higher than expected service use included: hypercholesterolemia & hypothyroidism, mental health conditions (eating disorder, depression, and others), hypertension and heart failure, and diabetes.  Additional descriptive analysis explores potential inequities in encounters by socio-economic status and how virtual care has changed service patterns. ConclusionIncreased service use may reflect greater need, better access to virtual care or potential changes in diagnoses. Identifying patterns of higher-than-expected use can support program planning to address growing need in certain regions or populations.  Additional exploration will be undertaken to examine lower-than-expected service use as potential unmet need.
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
流行病对加拿大不列颠哥伦比亚省健康状况的影响。
虽然大流行开始后总体卫生服务使用率下降,但本分析的目的是通过确定某些健康状况和人群的卫生保健服务使用率高于预期的模式,从而产生见解,为公共卫生优先事项提供信息。方法根据CIHI人口分组方法(不列颠哥伦比亚省版本),将2011年至2021年期间医院、急诊科和初级保健就诊情况分类为不同的病症组。将实际健康状况遭遇与基于arima的遭遇预测进行比较,以确定2020年和2021年与预期遭遇率不同的状况。对于cihi定义的225种健康状况,我们确定了服务使用率高于预期的健康状况。检查基于地区的社会经济状况和虚拟护理访问数据,以进一步探索与大流行前遭遇模式继续不同的条件。结果这一分析表明,一些健康状况群体在服务使用方面出现了显著增长。高于预期的三个受影响最大的群体是高胆固醇血症/高胆固醇(自2019年以来平均每月就诊人数增加47.8%)、情绪和行为障碍(通常在儿童时期发病)[+37.3%]和神经症/焦虑症/强迫症[+28.0%]。自该流行病在不列颠哥伦比亚省开始以来,服务量最高且服务使用率高于预期的健康状况群体包括:高胆固醇血症和甲状腺功能减退症、精神健康状况(饮食失调、抑郁症等)、高血压和心力衰竭以及糖尿病。另外的描述性分析探讨了社会经济地位不同的潜在不平等,以及虚拟护理如何改变了服务模式。结论服务使用的增加可能反映了更大的需求,更容易获得虚拟医疗或诊断的潜在变化。确定高于预期的使用模式可以支持项目规划,以解决某些地区或人口中日益增长的需求。将进一步调查低于预期的服务使用情况,作为潜在的未满足需求。
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
CiteScore
2.50
自引率
0.00%
发文量
386
审稿时长
20 weeks
期刊最新文献
Defining a low-risk birth cohort: a cohort study comparing two perinatal data sets in Ontario, Canada. Data resource profile: nutrition data in the VA million veteran program. Deprivation effects on length of stay and death of hospitalised COVID-19 patients in Greater Manchester. Variation in colorectal cancer treatment and outcomes in Scotland: real world evidence from national linked administrative health data. Examining the quality and population representativeness of linked survey and administrative data: guidance and illustration using linked 1958 National Child Development Study and Hospital Episode Statistics data
×
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