Center for Applied Genomics and Precision Medicine, Department of Medicine, Duke University School of Medicine, Durham, NC, USA.
Duke-NUS Medical School, Programme in Health Services and Systems Research, Singapore, Singapore.
BMC Health Serv Res. 2022 Dec 6;22(1):1486. doi: 10.1186/s12913-022-08879-2.
Systematically assessing disease risk can improve population health by identifying those eligible for enhanced prevention/screening strategies. This study aims to determine the clinical impact of a systematic risk assessment in diverse primary care populations.
Hybrid implementation-effectiveness trial of a family health history-based health risk assessment (HRA) tied to risk-based guideline recommendations enrolling from 2014-2017 with 12 months of post-intervention survey data and 24 months of electronic medical record (EMR) data capture.
19 primary care clinics at four geographically and culturally diverse U.S. healthcare systems.
any English or Spanish-speaking adult with an upcoming appointment at an enrolling clinic.
A personal and family health history based HRA with integrated guideline-based clinical decision support (CDS) was completed by each participant prior to their appointment. Risk reports were provided to patients and providers to discuss at their clinical encounter.
provider and patient discussion and provider uptake (i.e. ordering) and patient uptake (i.e. recommendation completion) of CDS recommendations.
patient and provider surveys and EMR data.
One thousand eight hundred twenty nine participants (mean age 56.2 [SD13.9], 69.6% female) completed the HRA and had EMR data available for analysis. 762 (41.6%) received a recommendation (29.7% for genetic counseling (GC); 15.2% for enhanced breast/colon cancer screening). Those with recommendations frequently discussed disease risk with their provider (8.7%-38.2% varied by recommendation, p-values ≤ 0.004). In the GC subgroup, provider discussions increased referrals to counseling (44.4% with vs. 5.9% without, P < 0.001). Recommendation uptake was highest for colon cancer screening (provider = 67.9%; patient = 86.8%) and lowest for breast cancer chemoprevention (0%).
Systematic health risk assessment revealed that almost half the population were at increased disease risk based on guidelines. Risk identification resulted in shared discussions between participants and providers but variable clinical action uptake depending upon the recommendation. Understanding the barriers and facilitators to uptake by both patients and providers will be essential for optimizing HRA tools and achieving their promise of improving population health.
Clinicaltrials.gov number NCT01956773 , registered 10/8/2013.
通过识别有资格接受强化预防/筛查策略的人群,系统地评估疾病风险可以改善人群健康。本研究旨在确定在不同的基层医疗人群中进行系统风险评估的临床影响。
这是一项基于家庭健康史的健康风险评估(HRA)与基于风险的指南建议相结合的混合实施-有效性试验,从 2014 年至 2017 年招募参与者,并在干预后 12 个月进行调查数据和 24 个月的电子病历(EMR)数据采集。
美国四个地理位置和文化背景不同的医疗保健系统的 19 个基层医疗诊所。
任何即将在参与诊所就诊的讲英语或西班牙语的成年人。
每位参与者在预约前完成基于个人和家庭健康史的 HRA,并结合基于指南的临床决策支持(CDS)。风险报告提供给患者和提供者,以便在他们的临床就诊时进行讨论。
1829 名参与者(平均年龄 56.2[13.9]岁,69.6%为女性)完成了 HRA,并可获取 EMR 数据进行分析。762 名(41.6%)收到了建议(29.7%为遗传咨询(GC);15.2%为增强型乳腺癌/结肠癌筛查)。那些收到建议的人经常与他们的提供者讨论疾病风险(8.7%-38.2%,因建议而异,p 值≤0.004)。在 GC 亚组中,提供者的讨论增加了对咨询的转介(有建议的 44.4%,无建议的 5.9%,P<0.001)。结肠癌筛查的建议接受率最高(提供者为 67.9%;患者为 86.8%),而乳腺癌化学预防的建议接受率最低(0%)。
系统的健康风险评估显示,根据指南,近一半的人口处于增加的疾病风险之中。风险识别导致参与者和提供者之间进行了共同讨论,但根据建议的不同,临床行动的接受程度也有所不同。了解患者和提供者接受建议的障碍和促进因素对于优化 HRA 工具和实现改善人口健康的承诺至关重要。
Clinicaltrials.gov 编号 NCT01956773,注册于 2013 年 10 月 8 日。