Matthew F Toerper, Jason Haukoos, Emily Hopkins, Sarah E Rowan, Michael S Lyons, James W Galbraith, Yu-Hsiang Hsieh, Douglas Ae White, Scott Levin, Jeremiah Hinson, Richard E Rothman
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Our objective was to design and embed randomization schemes directly into the electronic health record to facilitate enrollment of emergency department patients by clinical staff 24 h per day, while maintaining concealed and balanced allocation.</p><p><strong>Methods: </strong>We designed two multi-center pragmatic trials screening for human immunodeficiency virus (HIV TESTED trial) and hepatitis C virus (DETECT Hep C trial). HIV TESTED included four sites, three arms, and compared two forms of risk-assessed (targeted) to non-risk-assessed (nontargeted) screening for human immunodeficiency virus; DETECT Hep C included three sites, two arms, and compared targeted to nontargeted screening for hepatitis C virus. Participant entry occurred during a patient's emergency department visit in conjunction with standard emergency department care. Patient-visit level randomization schemes were designed in each electronic health record system using Epic<sup>®</sup> (Epic Systems, Verona, WI; two sites for HIV TESTED; all three sites for DETECT Hep C). Randomization and all forms of screening were fully embedded and integrated in the electronic health record and administered by nurses as part of routine care. Absolute differences and chi-square testing were used to evaluate randomness of study arms and to compare baseline characteristics. Time-motion methods were also used to assess the time of screening and randomization by nurses.</p><p><strong>Results: </strong>During 61 cumulative enrollment months, 365,462 patient visits occurred. After excluding 184,023 visits by designed electronic health record logic or manual nurse input due to age, previously known human immunodeficiency virus or hepatitis C virus, high acuity or altered mental status, 181,439 patient visits were randomized to one of the interventions. Absolute differences between targeted and nontargeted arms differed by 0.2% and 0.4% (HIV TESTED), and 0.1% (DETECT Hep C), and median absolute differences across all baseline characteristics (i.e. age, sex, race, ethnicity, language, payor, arrival mode, and acuity) between arms were 0.02% (range: -0.7% to +0.5%) and -0.07% (range: -0.3% to +0.7%), and -0.02% (range: -0.7% to +0.7%), respectively. Median time required for nurses to execute randomization ranged from 16 to 67 s, depending on the arm.</p><p><strong>Conclusion: </strong>Integration of blinded randomization schemes into electronic health record systems resulted in high-volume balanced enrollment of participants 24 h per day while maintaining concealed allocation. 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Emergency departments serve as key clinical sites for such trials because they provide care to large numbers of patients at the earliest point in their hospital encounter. However, few methods that facilitate efficient emergency department-based pragmatic trials have been described. Our objective was to design and embed randomization schemes directly into the electronic health record to facilitate enrollment of emergency department patients by clinical staff 24 h per day, while maintaining concealed and balanced allocation.</p><p><strong>Methods: </strong>We designed two multi-center pragmatic trials screening for human immunodeficiency virus (HIV TESTED trial) and hepatitis C virus (DETECT Hep C trial). HIV TESTED included four sites, three arms, and compared two forms of risk-assessed (targeted) to non-risk-assessed (nontargeted) screening for human immunodeficiency virus; DETECT Hep C included three sites, two arms, and compared targeted to nontargeted screening for hepatitis C virus. Participant entry occurred during a patient's emergency department visit in conjunction with standard emergency department care. Patient-visit level randomization schemes were designed in each electronic health record system using Epic<sup>®</sup> (Epic Systems, Verona, WI; two sites for HIV TESTED; all three sites for DETECT Hep C). Randomization and all forms of screening were fully embedded and integrated in the electronic health record and administered by nurses as part of routine care. Absolute differences and chi-square testing were used to evaluate randomness of study arms and to compare baseline characteristics. 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引用次数: 0
摘要
背景:实用的临床试验对于确定干预措施的实际有效性至关重要。急诊科是此类试验的关键临床场所,因为他们在医院遇到的第一时间为大量患者提供护理。然而,很少有方法,促进有效的基于急诊科的实用试验已被描述。我们的目标是设计并将随机化方案直接嵌入电子健康记录中,以方便临床工作人员每天24小时登记急诊科患者,同时保持隐蔽和平衡的分配。方法:设计筛选人类免疫缺陷病毒(HIV - testing试验)和丙型肝炎病毒(DETECT Hep - C试验)两项多中心实用试验。艾滋病毒检测包括四个地点,三个分支,并比较了两种形式的风险评估(靶向)和非风险评估(非靶向)筛查人类免疫缺陷病毒;DETECT丙型肝炎包括三个位点,两个组,并比较了丙型肝炎病毒的靶向和非靶向筛查。参与者的进入发生在患者急诊就诊与标准急诊护理期间。每个电子健康记录系统采用Epic®(Epic Systems, Verona, WI;两个艾滋病毒检测地点;所有三个检测丙型肝炎的地点)。随机化和所有形式的筛查都完全嵌入和整合到电子健康记录中,并由护士作为常规护理的一部分进行管理。绝对差异和卡方检验用于评价研究组的随机性和比较基线特征。时间-运动法还用于评估护士筛查和随机化的时间。结果:在61个累计入组月期间,共有365,462例患者就诊。在排除了184,023例因年龄、已知的人类免疫缺陷病毒或丙型肝炎病毒、高灵敏度或精神状态改变而通过设计的电子健康记录逻辑或手动护士输入就诊的患者后,181,439例患者就诊被随机分配到其中一种干预措施中。靶向治疗组和非靶向治疗组之间的绝对差异分别为0.2%和0.4% (HIV检测)和0.1%(检测丙型肝炎),两组之间所有基线特征(即年龄、性别、种族、民族、语言、付款人、到达方式和视力)的绝对差异中位数分别为0.02%(范围:-0.7%至+0.5%)和-0.07%(范围:-0.3%至+0.7%)和-0.02%(范围:-0.7%至+0.7%)。护士执行随机化所需的中位时间从16到67秒不等,取决于手臂。结论:将盲法随机化方案整合到电子健康记录系统中,可以在保持隐蔽分配的同时,每天24小时大量均衡入组参与者。使用该技术是在急诊室环境中扩大高质量实用试验性能的重要工具,同时最大限度地减少偏见。
Use of Epic® to facilitate high-quality randomization of emergency department-based pragmatic clinical trials.
Background: Pragmatic clinical trials are critical to determine the real-world effectiveness of interventions. Emergency departments serve as key clinical sites for such trials because they provide care to large numbers of patients at the earliest point in their hospital encounter. However, few methods that facilitate efficient emergency department-based pragmatic trials have been described. Our objective was to design and embed randomization schemes directly into the electronic health record to facilitate enrollment of emergency department patients by clinical staff 24 h per day, while maintaining concealed and balanced allocation.
Methods: We designed two multi-center pragmatic trials screening for human immunodeficiency virus (HIV TESTED trial) and hepatitis C virus (DETECT Hep C trial). HIV TESTED included four sites, three arms, and compared two forms of risk-assessed (targeted) to non-risk-assessed (nontargeted) screening for human immunodeficiency virus; DETECT Hep C included three sites, two arms, and compared targeted to nontargeted screening for hepatitis C virus. Participant entry occurred during a patient's emergency department visit in conjunction with standard emergency department care. Patient-visit level randomization schemes were designed in each electronic health record system using Epic® (Epic Systems, Verona, WI; two sites for HIV TESTED; all three sites for DETECT Hep C). Randomization and all forms of screening were fully embedded and integrated in the electronic health record and administered by nurses as part of routine care. Absolute differences and chi-square testing were used to evaluate randomness of study arms and to compare baseline characteristics. Time-motion methods were also used to assess the time of screening and randomization by nurses.
Results: During 61 cumulative enrollment months, 365,462 patient visits occurred. After excluding 184,023 visits by designed electronic health record logic or manual nurse input due to age, previously known human immunodeficiency virus or hepatitis C virus, high acuity or altered mental status, 181,439 patient visits were randomized to one of the interventions. Absolute differences between targeted and nontargeted arms differed by 0.2% and 0.4% (HIV TESTED), and 0.1% (DETECT Hep C), and median absolute differences across all baseline characteristics (i.e. age, sex, race, ethnicity, language, payor, arrival mode, and acuity) between arms were 0.02% (range: -0.7% to +0.5%) and -0.07% (range: -0.3% to +0.7%), and -0.02% (range: -0.7% to +0.7%), respectively. Median time required for nurses to execute randomization ranged from 16 to 67 s, depending on the arm.
Conclusion: Integration of blinded randomization schemes into electronic health record systems resulted in high-volume balanced enrollment of participants 24 h per day while maintaining concealed allocation. Use of this technology is an important tool to scale performance of high-quality pragmatic trials in emergency department settings while minimizing bias.
期刊介绍:
Clinical Trials is dedicated to advancing knowledge on the design and conduct of clinical trials related research methodologies. Covering the design, conduct, analysis, synthesis and evaluation of key methodologies, the journal remains on the cusp of the latest topics, including ethics, regulation and policy impact.