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框架效应的影响:从急诊科招募患者参加糖尿病疾病管理项目可提高入组率和改善结局。

Influence of Framing: Recruitment to a Diabetes Disease Management Program From an Emergency Department Improves Enrollment and Outcomes.

作者信息

Moss Rachel, Craige Emma K, Levine Brittany, Mittal Mona, Ahn Seungjun, Appold Brendan, Richman Mark

机构信息

Emergency Medicine, Northwell Health Long Island Jewish Medical Center, New Hyde Park, USA.

Emergency Medicine, University of Virginia School of Medicine, Williamsburg, USA.

出版信息

Cureus. 2021 Mar 25;13(3):e14116. doi: 10.7759/cureus.14116.

DOI:10.7759/cureus.14116
PMID:33907649
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8068469/
Abstract

Introduction Disease management programs (DMPs) provide education, self-management skills, care coordination, and frequent clinical assessment and medication adjustment. Our health system's diabetes mellitus (DM) DMP recruited patients from an emergency department (ED) and outpatient settings (primary care physicians' [PCP] and endocrinologists' offices; cold calling patients with poorly-controlled diabetes). We investigated whether recruitment to a DMP from an ED is feasible and effective, hypothesizing such patients would have better enrollment rates, future A1c control, and ED utilization because their receptiveness to change was "framed" by their ED visit. "Framing" is the notion that the same problem presented using a different context impacts response to the information. Being told in an acute-care ED setting one has newly-diagnosed or poorly-controlled DM, or DM-related complications may influence desire/commitment to enroll in the DMP and make lifestyle/medication changes. That is, acute illness or acute setting may influence/"frame" willingness to enroll and improve glycemic control.  Methods We captured all DMP recruitees' demographic, medical, insurance, A1c, and recruitment venue characteristics and evaluated future enrollment rates, A1c, and ED utilization from any ED in our health system. We analyzed pre- vs. post-recruitment changes in A1c and ED visit rates, comparing patients recruited from the ED who enrolled, patients recruited from the ED who did not enroll, patients recruited from outpatient settings who enrolled, and patients recruited from outpatient settings who did not enroll. Continuous enrollment predictor and outcome variables were compared using the Mann-Whitney test; categorical outcome variables were compared using Fisher's exact test. Results There were no statistically significant differences in characteristics (including mean baseline A1c [~11.4%]) among patients recruited from the ED, clinics, or cold calling. Twenty-five percent of all ED-recruited patients enrolled vs. 35% from outpatient settings. When a recruiter familiar with the DMP was in the ED, 41% of ED patients enrolled vs. 12% at other times (p=0.0001). Nearly 84% of ED visits were for direct DM-related causes (eg, diabetic ketoacidosis, hyperosmolar hyperglycemic state) or complications with a well-established link to diabetes (eg, acute coronary syndrome, stroke, wound infection); there was no statistically-significant difference in enrollment rates between patients whose ED visit was vs. was not for a DM-related complaint (53.8% vs. 60.0%, p=0.8018). No other variables, including whether the patient had newly diagnosed DM, were associated with enrollment. Enrollees with worse baseline glycemic control (A1c ≥11%) had a greater median A1c decrease (3.5% vs. 1.9%) vs. those with less-poor baseline glycemic control (A1c <11%) or those declining the program (p=0.05). Post-recruitment ED visits-per-patient-per-month decreased among patients recruited from the ED (-0.08), but not among those recruited from outpatient settings. (+0.08), p<0.0001). Conclusion ED recruitment to a diabetes DMP is feasible and effective. An ED-based diabetes DMP recruiter had enrollment rates substantially greater than a cold-calling DMP recruiter, comparable to enrollment rates from PCPs and endocrinologists, suggesting the importance of the recruitment framing/context. ED-recruited patients achieved substantial improvements in A1c and future ED visit rates.

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/78a0/8068469/3957e757c518/cureus-0013-00000014116-i04.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/78a0/8068469/310941264db7/cureus-0013-00000014116-i01.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/78a0/8068469/c2a376fd10a2/cureus-0013-00000014116-i02.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/78a0/8068469/ff3782c2aac2/cureus-0013-00000014116-i03.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/78a0/8068469/3957e757c518/cureus-0013-00000014116-i04.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/78a0/8068469/310941264db7/cureus-0013-00000014116-i01.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/78a0/8068469/c2a376fd10a2/cureus-0013-00000014116-i02.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/78a0/8068469/ff3782c2aac2/cureus-0013-00000014116-i03.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/78a0/8068469/3957e757c518/cureus-0013-00000014116-i04.jpg
摘要

引言 疾病管理项目(DMPs)提供教育、自我管理技能、护理协调以及频繁的临床评估和药物调整。我们医疗系统的糖尿病(DM)疾病管理项目从急诊科(ED)和门诊机构(初级保健医生[PCP]和内分泌科医生办公室;主动联系糖尿病控制不佳的患者)招募患者。我们调查了从急诊科招募患者参加疾病管理项目是否可行且有效,假设此类患者会有更高的入组率、未来更好的糖化血红蛋白(A1c)控制以及更低的急诊科利用率,因为他们对改变的接受度因急诊就诊而“受到影响”。“受到影响”是指同样的问题在不同背景下呈现会影响对信息的反应。在急症护理急诊科环境中被告知自己新诊断出糖尿病或糖尿病控制不佳,或患有糖尿病相关并发症,可能会影响参与疾病管理项目的意愿/决心,并促使其改变生活方式/调整用药。也就是说,急性疾病或急性环境可能会影响/“塑造”参与意愿并改善血糖控制。

方法 我们收集了所有疾病管理项目招募对象的人口统计学、医疗、保险、糖化血红蛋白及招募地点特征,并评估了我们医疗系统中未来的入组率、糖化血红蛋白水平以及任何急诊科的急诊科利用率。我们分析了招募前后糖化血红蛋白和急诊就诊率的变化,比较了从急诊科招募且入组的患者、从急诊科招募但未入组的患者、从门诊机构招募且入组的患者以及从门诊机构招募但未入组的患者。连续的入组预测变量和结果变量使用曼 - 惠特尼检验进行比较;分类结果变量使用费舍尔精确检验进行比较。

结果 从急诊科、诊所或主动联系招募的患者在特征(包括平均基线糖化血红蛋白[约11.4%])方面无统计学显著差异。所有从急诊科招募的患者中有25%入组,而从门诊机构招募的患者入组率为35%。当有熟悉疾病管理项目的招募人员在急诊科时,41%的急诊科患者入组,而在其他时间这一比例为12%(p = 0.0001)。近84%的急诊就诊是由直接的糖尿病相关原因(如糖尿病酮症酸中毒、高渗高血糖状态)或与糖尿病有明确关联的并发症(如急性冠状动脉综合征、中风、伤口感染)导致;急诊就诊是由糖尿病相关主诉引起的患者与非糖尿病相关主诉患者的入组率无统计学显著差异(53.8%对60.0%,p = 0.8018)。没有其他变量,包括患者是否新诊断出糖尿病,与入组相关。基线血糖控制较差(糖化血红蛋白≥11%)的入组患者糖化血红蛋白中位数下降幅度更大(3.5%对1.9%),而基线血糖控制没那么差(糖化血红蛋白<11%)的患者或拒绝参加该项目的患者糖化血红蛋白下降幅度较小(p = 0.05)。招募后,从急诊科招募的患者每人每月的急诊就诊次数减少(-0.08),但从门诊机构招募的患者急诊就诊次数增加(+0.08),p<0.0001。

结论 从急诊科招募患者参加糖尿病疾病管理项目是可行且有效的。基于急诊科的糖尿病疾病管理项目招募人员的入组率大幅高于主动联系招募人员,与初级保健医生和内分泌科医生的入组率相当,这表明招募背景的重要性。从急诊科招募的患者在糖化血红蛋白水平和未来急诊就诊率方面有显著改善。

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