Evaluation of a Clinical Decision Support System for Imaging Requests

JAMA Pub Date : 2025-02-10 DOI:10.1001/jama.2024.27853
Stijntje W. Dijk, Claudia Wollny, Joerg Barkhausen, Olav Jansen, Peter Mildenberger, Moritz C. Halfmann, Jonas Stroeder, Dimitris Rizopoulos, M. G. Myriam Hunink, Thomas Kroencke
{"title":"Evaluation of a Clinical Decision Support System for Imaging Requests","authors":"Stijntje W. Dijk, Claudia Wollny, Joerg Barkhausen, Olav Jansen, Peter Mildenberger, Moritz C. Halfmann, Jonas Stroeder, Dimitris Rizopoulos, M. G. Myriam Hunink, Thomas Kroencke","doi":"10.1001/jama.2024.27853","DOIUrl":null,"url":null,"abstract":"ImportanceGiven the widespread use of medical imaging, evaluating the effectiveness of interventions to improve appropriateness is crucial for optimizing health care resources and patient outcomes.ObjectiveTo assess the effects of implementing a clinical decision support system (CDSS), the European Society of Radiology iGuide, on the appropriateness of the medical imaging ordering behavior of physicians.Design and SettingA cluster randomized clinical trial with 26 departments at 3 German university hospitals acting as clusters, incorporating a before and after discontinued design. All imaging requests originating from physicians in the participating departments over a 2.5-year period were included (between December 2021 and June 2024).InterventionsAll departments started without a CDSS and required structured clinical indication data entry and tracking of requested imaging. After randomization, 13 clusters (departments at hospitals) received the CDSS intervention (intervention clusters) and 13 clusters did not (control clusters). The CDSS intervention provided ordering physicians with information as to whether their imaging requests were appropriate, appropriate under certain conditions, or inappropriate; in addition, alternative diagnostic tests, including the corresponding appropriateness score, were suggested by the CDSS, after which physicians could choose to modify their imaging requests.Main Outcomes and MeasuresThe primary outcome measure was the proportion of inappropriate imaging requests made per department. A difference-in-differences analysis was used to investigate changes in the proportion of inappropriate imaging requests between departments with vs those without the CDSS.ResultsA total of 65 764 imaging requests were scored using the CDSS; 50.1% of imaging requests were for female patients and the mean patient age was 64 years (SD, 17.1 years). Prior to implementation of the CDSS, there were 21 625 imaging requests from the control clusters, 1367 (6.3%) of which were categorized as inappropriate; and there were 13 338 imaging requests from the intervention clusters, 1007 (7.6%) of which were categorized as inappropriate. After implementation of the CDSS, there were 10 055 imaging requests from the control clusters, 518 (5.2%) of which were categorized as inappropriate; and there were 7206 imaging requests from the intervention clusters, 461 (6.4%) of which were categorized as inappropriate. The intervention clusters showed a similar reduction (mean difference, −0.5% [99% CI, −2.4% to 0.4%]) in inappropriate imaging requests compared with the control clusters (mean difference, −1.8% [99% CI, −4.3% to −0.4%]) and there was a difference-in-differences value of 1.3 percentage points (99% CI, −2.0 to 1.8 percentage points; <jats:italic>P</jats:italic> = .69), which was not statistically significant.Conclusions and RelevanceThe CDSS did not reduce the number of inappropriate imaging requests ordered by physicians in academic hospital settings.Trial RegistrationClinicalTrials.gov Identifier: <jats:ext-link xmlns:xlink=\"http://www.w3.org/1999/xlink\" ext-link-type=\"uri\" xlink:href=\"https://www.clinicaltrials.gov/study/NCT05490290?id=NCT05490290&amp;amp;amp;rank=1\">NCT05490290</jats:ext-link>","PeriodicalId":518009,"journal":{"name":"JAMA","volume":"12 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2025-02-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"JAMA","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1001/jama.2024.27853","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

ImportanceGiven the widespread use of medical imaging, evaluating the effectiveness of interventions to improve appropriateness is crucial for optimizing health care resources and patient outcomes.ObjectiveTo assess the effects of implementing a clinical decision support system (CDSS), the European Society of Radiology iGuide, on the appropriateness of the medical imaging ordering behavior of physicians.Design and SettingA cluster randomized clinical trial with 26 departments at 3 German university hospitals acting as clusters, incorporating a before and after discontinued design. All imaging requests originating from physicians in the participating departments over a 2.5-year period were included (between December 2021 and June 2024).InterventionsAll departments started without a CDSS and required structured clinical indication data entry and tracking of requested imaging. After randomization, 13 clusters (departments at hospitals) received the CDSS intervention (intervention clusters) and 13 clusters did not (control clusters). The CDSS intervention provided ordering physicians with information as to whether their imaging requests were appropriate, appropriate under certain conditions, or inappropriate; in addition, alternative diagnostic tests, including the corresponding appropriateness score, were suggested by the CDSS, after which physicians could choose to modify their imaging requests.Main Outcomes and MeasuresThe primary outcome measure was the proportion of inappropriate imaging requests made per department. A difference-in-differences analysis was used to investigate changes in the proportion of inappropriate imaging requests between departments with vs those without the CDSS.ResultsA total of 65 764 imaging requests were scored using the CDSS; 50.1% of imaging requests were for female patients and the mean patient age was 64 years (SD, 17.1 years). Prior to implementation of the CDSS, there were 21 625 imaging requests from the control clusters, 1367 (6.3%) of which were categorized as inappropriate; and there were 13 338 imaging requests from the intervention clusters, 1007 (7.6%) of which were categorized as inappropriate. After implementation of the CDSS, there were 10 055 imaging requests from the control clusters, 518 (5.2%) of which were categorized as inappropriate; and there were 7206 imaging requests from the intervention clusters, 461 (6.4%) of which were categorized as inappropriate. The intervention clusters showed a similar reduction (mean difference, −0.5% [99% CI, −2.4% to 0.4%]) in inappropriate imaging requests compared with the control clusters (mean difference, −1.8% [99% CI, −4.3% to −0.4%]) and there was a difference-in-differences value of 1.3 percentage points (99% CI, −2.0 to 1.8 percentage points; P = .69), which was not statistically significant.Conclusions and RelevanceThe CDSS did not reduce the number of inappropriate imaging requests ordered by physicians in academic hospital settings.Trial RegistrationClinicalTrials.gov Identifier: NCT05490290
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
临床决策支持系统对影像请求的评估
鉴于医学影像学的广泛应用,评估干预措施的有效性以提高适当性对于优化卫生保健资源和患者预后至关重要。目的评价实施临床决策支持系统(CDSS)对医师医学影像学点单行为适宜性的影响。设计与设置:一项分组随机临床试验,以德国3所大学医院的26个科室作为分组,纳入停药前后设计。包括参与部门医生在2.5年期间(2021年12月至2024年6月)提出的所有成像请求。干预措施:所有科室在没有CDSS的情况下开始,需要结构化的临床指征数据输入和所要求的影像学跟踪。随机分组后,13个组(医院科室)接受了CDSS干预(干预组),13个组(对照组)未接受CDSS干预。CDSS干预为订购医生提供信息,说明他们的影像要求是否合适、在某些情况下是否合适、或是否不合适;此外,CDSS还建议了其他诊断测试,包括相应的适当性评分,之后医生可以选择修改他们的成像要求。主要结果和测量主要结果测量是每个科室提出的不适当影像学要求的比例。采用差异中的差异分析来调查有和没有CDSS的科室之间不适当成像请求比例的变化。结果CDSS共对65 764个影像学请求进行评分;50.1%的影像学要求为女性患者,患者平均年龄为64岁(SD, 17.1岁)。在实施CDSS之前,来自控制集群的成像请求有21 625个,其中1367个(6.3%)被归类为不适当;干预组有13338次影像学请求,其中1007次(7.6%)为不适当。在实施CDSS后,来自控制集群的成像请求有10055个,其中518个(5.2%)被归类为不适当;干预组有7206个影像学请求,其中461个(6.4%)被归类为不适当。与对照组相比,干预组在不适当的成像请求方面显示出类似的减少(平均差值为- 0.5% [99% CI, - 2.4%至0.4%])(平均差值为- 1.8% [99% CI, - 4.3%至- 0.4%]),差异中差值为1.3个百分点(99% CI, - 2.0至1.8个百分点;P = 0.69),差异无统计学意义。结论和相关性CDSS并没有减少医生在学术医院设置的不适当的影像学要求的数量。临床试验注册。gov标识符:NCT05490290
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
Amoxicillin-Clavulanate vs Amoxicillin for Acute Sinusitis in Adults Long-Term Cognitive Ability and Academic Achievement After Childhood Severe Malaria FDA Approves Weekly Basal Insulin for Adults With Type 2 Diabetes. FDA Approves GLP-1 Obesity Pill Without Food or Water Restrictions. Influencer Prescription Drug Promotion May Spread Misinformation.
×
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:604180095
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