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导致频繁的远程医疗警报(包括心力衰竭患者的误报)的因素:一项混合方法研究。

Contributors to frequent telehealth alerts including false alerts for patients with heart failure: a mixed methods exploration.

机构信息

University of Texas - Austin, School of Nursing , Austin, Texas, United States.

University of Pennsylvania School of Nursing, School of Nursing , Philadelphia, Pennsylvania, United States.

出版信息

Appl Clin Inform. 2013 Oct 9;4(4):465-75. doi: 10.4338/ACI-2013-06-RA-0039. eCollection 2013.

Abstract

BACKGROUND

Telehealth data overload through high alert generation is a significant barrier to sustained adoption of telehealth for managing HF patients.

OBJECTIVE

To explore the factors contributing to frequent telehealth alerts including false alerts for Medicare heart failure (HF) patients admitted to a home health agency.

MATERIALS AND METHODS

A mixed methods design that combined quantitative correlation analysis of patient characteristic data with number of telehealth alerts and qualitative analysis of telehealth and visiting nurses' notes on follow-up actions to patients' telehealth alerts was employed. All the quantitative and qualitative data was collected through retrospective review of electronic records of the home heath agency.

RESULTS

Subjects in the study had a mean age of 83 (SD = 7.6); 56% were female. Patient co-morbidities (p<0.05) of renal disorders, anxiety, and cardiac arrhythmias emerged as predictors of telehealth alerts through quantitative analysis (n = 168) using multiple regression. Inappropriate telehealth measurement technique by patients (54%) and home healthcare system inefficiencies (37%) contributed to most telehealth false alerts in the purposive qualitative sub-sample (n = 35) of patients with high telehealth alerts.

CONCLUSION

Encouraging patient engagement with the telehealth process, fostering a collaborative approach among all the clinicians involved with the telehealth intervention, tailoring telehealth alert thresholds to patient characteristics along with establishing patient-centered telehealth outcome goals may allow meaningful generation of telehealth alerts. Reducing avoidable telehealth alerts could vastly improve the efficiency and sustainability of telehealth programs for HF management.

摘要

背景

通过生成高警报导致的远程医疗数据过载是持续采用远程医疗来管理心力衰竭(HF)患者的重大障碍。

目的

探索导致频繁远程医疗警报的因素,包括对入住家庭健康机构的医疗保险 HF 患者的假警报。

材料和方法

采用定量相关性分析患者特征数据与远程医疗警报数量相结合的混合方法设计,并对远程医疗和随访护士对患者远程医疗警报的后续行动记录进行定性分析。所有定量和定性数据均通过对家庭健康机构电子记录的回顾性审查收集。

结果

研究对象的平均年龄为 83 岁(SD=7.6);56%为女性。患者合并症(肾功能障碍、焦虑和心律失常)通过定量分析(n=168),采用多元回归分析,成为远程医疗警报的预测因素。患者不适当的远程医疗测量技术(54%)和家庭医疗保健系统效率低下(37%)导致高远程医疗警报患者的有针对性定性子样本(n=35)中大多数远程医疗假警报。

结论

鼓励患者参与远程医疗流程,在所有参与远程医疗干预的临床医生之间建立协作方法,根据患者特征调整远程医疗警报阈值,并建立以患者为中心的远程医疗结果目标,可能会生成有意义的远程医疗警报。减少可避免的远程医疗警报可以极大地提高 HF 管理的远程医疗计划的效率和可持续性。

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