联合设计的仪表板与慢性病和晚期癌症患者使用昂贵的医疗服务之间的关联:倾向性得分调整差异研究
Saki Amagai1, Alexandra Harris1, Nisha Mohindra1
1Northwestern University Feinberg School of Medicine, Chicago, IL, United States.
Journal of medical Internet research
|November 21, 2025
概括
一个患者报告结果 (PRO) 仪表板减少了化疗相关的急性护理使用,但增加了晚期癌症患者计划的再入院. 仪表板显示对慢性病患者没有影响,表明需要量身定制的实施.
科学领域:
- 医疗保健服务研究 医疗服务研究
- 数字健康数字健康
- 以患者为中心的护理
背景情况:
- 美国医疗保健面临着不断上升的成本和转向以患者为中心的护理和患者报告结果 (PRO) 的转变.
- 在共享决策中利用PRO可以改善结果并减少慢性疾病的医疗保健利用率.
研究的目的:
- 评估基于PRO的临床仪表板对高级癌症和慢性病 (CKD) 患者昂贵的医疗服务使用的影响.
- 评估仪表板对计划外入院,急诊室访问和再入院的影响.
主要方法:
- 准实验性,倾向分数加权,对例行收集数据 (2020年6月-2022年1月) 的差异分析.
- 在晚期癌症和CKD队列中,将仪表板用户与匹配的非用户进行比较.
- 主要结局:意外入院,急救诊所,急症护理日,七天再入院;次要结局:化疗,预先指示,临终关怀,慢性病特异性急症护理.
主要成果:
- 在晚期癌症患者中,PRO仪表板与更少的化疗相关急性护理接触 (OR 0.35) 相关,但显著更高的7天再入院 (OR 8.58).
- 观察到意外入院的数量没有显著减少,急性护理日数增加.
- 在慢性病队列中,没有发现主要或慢性病特异性结局的显著差异.
结论:
- 瘤学中的PRO仪表板减少了化疗期间的急性护理,但增加了计划的早期再入院,对CKD患者没有影响.
- 这些混合结果强调了需要为特定的临床环境定制PRO仪表板,并将其集成到实时数据利用工作流程中.
相关概念视频
Chronic Kidney Disease III: Interprofessional Care
326
Chronic kidney disease (CKD) requires collaborative and comprehensive management. CKD progresses through stages and can lead to end-stage kidney disease (ESKD) if untreated. Interprofessional collaboration and patient education are crucial, enabling patients to manage their health and improve their quality of life.Diagnostic approach for chronic kidney diseaseThe diagnosis of CKD primarily focuses on the glomerular filtration rate (GFR), which assesses kidney function by measuring how well...
326
Chronic Kidney Disease IV: Nursing Management
307
Nursing management is essential for preventing complications, maintaining stability, and improving patients' quality of life in chronic kidney disease (CKD). By using a structured approach, nurses help slow CKD progression and support effective patient care.1. Comprehensive patient assessmentEffective management begins with nurses reviewing the patient’s medical history, and identifying key risk factors like diabetes, hypertension, and nephrotoxic drug use. Nurses assess signs of...
307
Chronic Kidney Disease I: Introduction
549
Chronic Kidney Disease (CKD) arises when the kidneys progressively lose their ability to function, ultimately leading to end-stage renal disease. At this advanced stage, the kidneys can no longer filter waste or maintain essential body functions, requiring renal replacement therapy (RRT) through dialysis or a kidney transplant for survival.Early-stage chronic kidney disease and detection challengesIn CKD's early stages, symptoms often remain absent because healthy nephrons compensate for...
549
Chronic Kidney Disease II: Clinical Manifestations
531
Chronic Kidney Disease (CKD) progressively impairs multiple body systems due to the accumulation of uremic toxins, which disrupt cellular functions across various organs.Neurologic symptomsNeurologic symptoms often arise early in CKD, as uremic toxin buildup drives changes in cognitive and motor functions. Patients frequently experience fatigue, headache, confusion, difficulty concentrating, and, in severe cases, seizures. Peripheral neuropathy commonly manifests as burning sensations in the...
531
Drug Dosing in Renal Diseases: Estimation of Glomerular Filtration Rate Based on Serum Creatinine Concentration
175
Glomerular filtration rate (GFR) can be estimated from serum creatinine using the modification of diet in renal disease (MDRD) formula or the chronic kidney disease–epidemiology collaboration (CKD–EPI) equation. Both methods are widely used in clinical practice to assess kidney function and guide treatment decisions.The MDRD equation does not require weight or height measurements and is normalized to the body surface area of 1.73 m², considered the average adult surface area.
175
Comparing the Survival Analysis of Two or More Groups
541
Survival analysis is a cornerstone of medical research, used to evaluate the time until an event of interest occurs, such as death, disease recurrence, or recovery. Unlike standard statistical methods, survival analysis is particularly adept at handling censored data—instances where the event has not occurred for some participants by the end of the study or remains unobserved. To address these unique challenges, specialized techniques like the Kaplan-Meier estimator, log-rank test, and...
541

