A refined ICD-10 diagnoses-based approach for retrospective analysis of potential palliative care need and coverage in claims data of deceased.

IF 2.3 Q2 MEDICINE, GENERAL & INTERNAL SAGE Open Medicine Pub Date : 2024-08-13 eCollection Date: 2024-01-01 DOI:10.1177/20503121241269599
Ekaterina Slotina, Bianka Ditscheid, Franziska Meissner, Ursula Marschall, Ulrich Wedding, Antje Freytag
{"title":"A refined ICD-10 diagnoses-based approach for retrospective analysis of potential palliative care need and coverage in claims data of deceased.","authors":"Ekaterina Slotina, Bianka Ditscheid, Franziska Meissner, Ursula Marschall, Ulrich Wedding, Antje Freytag","doi":"10.1177/20503121241269599","DOIUrl":null,"url":null,"abstract":"<p><strong>Objectives: </strong>ICD-10-based approaches often provide the basis for retrospective estimation of potential palliative care need. Applying the ICD-10-based Murtagh et al. classification from 2014 (Murtagh classification), developed using mortality data, to administrative claims data leads to inconsistencies in estimating palliative care need. The aim of the study was to refine the classification for palliative care need estimation in deceased individuals with cancer and non-cancer diagnosis.</p><p><strong>Methods: </strong>A retrospective population-based study comparing Murtagh classification to a new ICD-10-based classification (revised by expert opinion) was conducted using outpatient and inpatient claims data, including billing codes for palliative care. Palliative care need was estimated for diagnoses groups and was contrasted with palliative care utilization rates in the last year of life. Our dataset included records of 417,405 individuals who deceased in 2016-2019.</p><p><strong>Results: </strong>Out of individuals deceased in 2019 (<i>n</i> = 117,436), 81.4% had at least one diagnosis from the new classification, while 97.0% had at least one diagnosis from the Murtagh classification. Classification revision thus identified fewer individuals as potentially in need of palliative care. Among individuals with cancer, 70.7% (vs. 55.7% via Murtagh classification) received palliative care. In non-cancer subgroups, the utilization rate was considerably lower, with a maximum of 36.7% (vs. 33.7% via Murtagh classification) in 2019. Similar results were observed for the other years.</p><p><strong>Conclusion: </strong>Compared to the ICD10-based Murtagh classification, the revised ICD-10-based classification enables more realistic estimations if the cause of death is unavailable and reveals higher rates of palliative care coverage and differences especially in cancer versus non-cancer diseases. German Clinical Trials Register (DRKS00024133).</p>","PeriodicalId":21398,"journal":{"name":"SAGE Open Medicine","volume":null,"pages":null},"PeriodicalIF":2.3000,"publicationDate":"2024-08-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11322944/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"SAGE Open Medicine","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1177/20503121241269599","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/1/1 0:00:00","PubModel":"eCollection","JCR":"Q2","JCRName":"MEDICINE, GENERAL & INTERNAL","Score":null,"Total":0}
引用次数: 0

Abstract

Objectives: ICD-10-based approaches often provide the basis for retrospective estimation of potential palliative care need. Applying the ICD-10-based Murtagh et al. classification from 2014 (Murtagh classification), developed using mortality data, to administrative claims data leads to inconsistencies in estimating palliative care need. The aim of the study was to refine the classification for palliative care need estimation in deceased individuals with cancer and non-cancer diagnosis.

Methods: A retrospective population-based study comparing Murtagh classification to a new ICD-10-based classification (revised by expert opinion) was conducted using outpatient and inpatient claims data, including billing codes for palliative care. Palliative care need was estimated for diagnoses groups and was contrasted with palliative care utilization rates in the last year of life. Our dataset included records of 417,405 individuals who deceased in 2016-2019.

Results: Out of individuals deceased in 2019 (n = 117,436), 81.4% had at least one diagnosis from the new classification, while 97.0% had at least one diagnosis from the Murtagh classification. Classification revision thus identified fewer individuals as potentially in need of palliative care. Among individuals with cancer, 70.7% (vs. 55.7% via Murtagh classification) received palliative care. In non-cancer subgroups, the utilization rate was considerably lower, with a maximum of 36.7% (vs. 33.7% via Murtagh classification) in 2019. Similar results were observed for the other years.

Conclusion: Compared to the ICD10-based Murtagh classification, the revised ICD-10-based classification enables more realistic estimations if the cause of death is unavailable and reveals higher rates of palliative care coverage and differences especially in cancer versus non-cancer diseases. German Clinical Trials Register (DRKS00024133).

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
基于 ICD-10 诊断的改进方法,用于回顾性分析死者理赔数据中潜在的姑息关怀需求和覆盖范围。
目的:基于ICD-10的方法通常是对潜在姑息关怀需求进行回顾性估算的基础。将基于 ICD-10 的 Murtagh 等人 2014 年的分类法(Murtagh 分类法)应用于行政报销数据,会导致姑息关怀需求估算的不一致性。本研究旨在完善该分类,以估算已故癌症和非癌症患者的姑息关怀需求:一项基于人群的回顾性研究利用门诊和住院病人的报销数据,包括姑息关怀的计费代码,比较了 Murtagh 分类法和基于 ICD-10 的新分类法(根据专家意见修订)。对各诊断组的姑息关怀需求进行了估算,并与生命最后一年的姑息关怀使用率进行了对比。我们的数据集包括2016-2019年死亡的417405人的记录:在2019年去世的患者中(n = 117,436),81.4%的患者至少有一项诊断来自新分类,而97.0%的患者至少有一项诊断来自穆塔格分类。因此,分类修订后发现可能需要姑息关怀的人数减少了。在癌症患者中,70.7%的人接受了姑息治疗(与穆塔格分类中的 55.7%相比)。在非癌症亚组中,使用率要低得多,2019 年的最高使用率为 36.7%(根据 Murtagh 分类法为 33.7%)。其他年份也观察到类似的结果:与基于 ICD10 的 Murtagh 分类法相比,基于 ICD-10 的修订版分类法在无法获得死因的情况下能够进行更真实的估算,并揭示出更高的姑息治疗覆盖率,特别是在癌症与非癌症疾病中的差异。德国临床试验登记(DRKS00024133)。
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
SAGE Open Medicine
SAGE Open Medicine MEDICINE, GENERAL & INTERNAL-
CiteScore
3.50
自引率
4.30%
发文量
289
审稿时长
12 weeks
期刊最新文献
Effects of a combination of dyslipidemia and hypertension on the glycemic control of patients with type 2 diabetes mellitus: a cross-sectional study. Enhancing job satisfaction measurement tool in healthcare settings: Insights from a University Hospital in Vietnam. Epidemiological assessment of diabetes mellitus in children of Ukraine during the last 20 years (2002-2021) of peacetime. Software-driven chronic disease management: Algorithm design and implementation in a community-based blood pressure control pilot. TRIB3 as a biomarker of gastric cancer cell sensitivity to chemotherapeutic agents running title: A protective role of TRIB3 on chemotherapy.
×
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