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评估肿瘤患者的参与度和对虚拟身心编程的兴趣:迈向虚拟护理的个性化。

Assessment of Oncology Patient Engagement and Interest in Virtual Mind-Body Programming: Moving Toward Personalization of Virtual Care.

机构信息

Memorial Sloan Kettering Cancer Center, New York, NY.

出版信息

JCO Oncol Pract. 2023 Feb;19(2):e185-e196. doi: 10.1200/OP.22.00424. Epub 2022 Nov 18.

Abstract

PURPOSE

Accelerated by the COVID-19 pandemic, the virtual platform has become a prominent medium to deliver mind-body therapies, but the extent to which patients engage in virtual mind-body programming remains unclear. This study aims to assess oncology patient engagement in a virtual mind-body program.

METHODS

We surveyed oncology patients enrolled in a live-streamed (synchronous) virtual mind-body program in May 2021. Patients self-reported engagement by weekly attendance. We applied multivariate regression to identify associations of engagement with sociodemographic and clinical factors. As an exploratory analysis, we used machine learning to partition engagement subgroups to determine preferential interest in prerecorded (asynchronous) mind-body therapy videos.

RESULTS

Among 148 patients surveyed (response rate: 21.4%), majority were female (94.5%), White (83.1%), age 65 years or older (64.9%), retired (64.2%), and in survivorship (61.8%). Patient engagement ranged from 1 to 13 classes/week (mean [standard deviation]: 4.23 [2.56]) and was higher for female (β, .82; 95% CI, 0.01 to 1.62), non-White (β, .63; 95% CI, 0.13 to 1.13), and retired patients (β, .50; 95% CI, 0.12 to 0.88). The partition model identified three engagement subgroups: employed (low engagers), retired White (intermediate engagers), and retired non-White (high engagers). Particularly, low engagers had preferential interest in meditation videos (odds ratio, 2.85; 95% CI, 1.24 to 6.54), and both low and high engagers had preferential interest in Tai Chi videos (odds ratio, 2.26; 95% CI, 1.06 to 4.82).

CONCLUSION

In this cross-sectional study among oncology patients, engagement in virtual mind-body programming was higher for female, non-White, and retired patients. Our findings suggest the need for both synchronous and asynchronous mind-body programming to meet the diverse needs of oncology patients.

摘要

目的

受 COVID-19 大流行推动,虚拟平台已成为提供身心疗法的重要媒介,但患者参与虚拟身心编程的程度尚不清楚。本研究旨在评估肿瘤患者参与虚拟身心项目的情况。

方法

我们对 2021 年 5 月参加现场直播(同步)虚拟身心项目的肿瘤患者进行了调查。患者通过每周出勤情况自我报告参与情况。我们应用多变量回归分析确定与社会人口学和临床因素相关的参与度。作为探索性分析,我们使用机器学习将参与分组,以确定对预先录制的(异步)身心治疗视频的偏好。

结果

在接受调查的 148 名患者中(应答率:21.4%),大多数为女性(94.5%)、白人(83.1%)、年龄 65 岁或以上(64.9%)、退休(64.2%)和处于生存阶段(61.8%)。患者的参与度范围为每周 1 到 13 节课(平均值[标准差]:4.23[2.56]),女性(β,0.82;95%置信区间,0.01 至 1.62)、非白人(β,0.63;95%置信区间,0.13 至 1.13)和退休患者(β,0.50;95%置信区间,0.12 至 0.88)的参与度更高。分区模型确定了三个参与分组:在职(低参与度)、退休白人(中等参与度)和退休非白人(高参与度)。特别是,低参与度者对冥想视频更感兴趣(优势比,2.85;95%置信区间,1.24 至 6.54),低参与度和高参与度者对太极拳视频更感兴趣(优势比,2.26;95%置信区间,1.06 至 4.82)。

结论

在这项针对肿瘤患者的横断面研究中,女性、非白人以及退休患者的虚拟身心编程参与度更高。我们的研究结果表明,需要同步和异步身心编程来满足肿瘤患者的多样化需求。

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