患有转移性乳腺癌的女性并不仅仅遵循步数趋势,而是超过了这些趋势:一项探索性研究。

Women with metastatic breast cancer don't just follow step-count trends, they exceed them: an exploratory study.

机构信息

Division of Hematology and Oncology, Department of Pediatric, Pennsylvania State Health Children's Hospital, Hershey, PA, USA.

College of Information Sciences and Technology, Pennsylvania State University, University Park, PA, USA.

出版信息

Breast Cancer Res Treat. 2023 Jul;200(2):265-270. doi: 10.1007/s10549-023-06980-6. Epub 2023 May 25.

Abstract

PURPOSE

Metastatic breast cancer (MBC) patients are living longer at the cost of several side effects, affecting their physical and mental health. Physical activity can help women with MBC to improve their wellbeing. Technology-based exercise interventions have shown promising outcomes; however, studies that document their benefits on health behaviors are lacking. Therefore, we aimed to document the impact of virtual assistant technology on enhancing daily step counts in women with MBC.

METHODS

A total of 38 women with MBC participated in the 90-day Nurse AMIE (Addressing Metastatic Individuals Everyday) for Amazon Echo Show study, an artificial intelligence-based supportive care intervention. Each day, Nurse AMIE asked four symptom questions (sleep, pain, fatigue, and distress) and daily step counts. Based on participants' answers, an algorithm provided an activity to assist with symptom management.

RESULTS

During the first week of the intervention, mean step counts per day were 4935 ± 2884, and during the last week of the intervention, mean step counts per day were 1044 steps higher, for an average of 5979 ± 2651 steps. Non-significant differences were observed between the first and last week (p = 0.211) and between the first and last day (p = 0.099), despite an improvement of 21.2% over time and significant differences between baseline and the other days.

CONCLUSION

Women with MBC benefited from the Nurse AMIE for Amazon Echo Show intervention. Despite improvements over time (> 20%), we cannot conclude that the intervention significantly enhanced participants' daily step counts. Larger studies using virtual assistant technologies are required, and this study should be considered a first step in this direction.

摘要

目的

转移性乳腺癌(MBC)患者的生存期延长,但为此付出了多种副作用的代价,影响了他们的身心健康。身体活动有助于改善 MBC 女性的整体健康。基于技术的运动干预已显示出良好的效果;然而,缺乏记录其对健康行为益处的研究。因此,我们旨在记录虚拟助手技术对提高 MBC 女性日常步数的影响。

方法

共有 38 名 MBC 女性参与了为期 90 天的护士 AMIE(每天关注转移性个体)亚马逊 Echo Show 研究,这是一项基于人工智能的支持性护理干预措施。每天,护士 AMIE 会询问四个症状问题(睡眠、疼痛、疲劳和痛苦)和日常步数。根据参与者的回答,算法会提供一项活动来帮助管理症状。

结果

在干预的第一周,平均每日步数为 4935±2884,在干预的最后一周,平均每日步数增加了 1044 步,平均为 5979±2651 步。第一周和最后一周之间(p=0.211)以及第一周和最后一天之间(p=0.099)没有观察到显著差异,尽管随着时间的推移有 21.2%的改善,但与基线和其他日子相比差异显著。

结论

MBC 女性从护士 AMIE 亚马逊 Echo Show 干预中受益。尽管随着时间的推移有改善(>20%),但我们不能得出结论认为干预显著增加了参与者的日常步数。需要使用虚拟助手技术进行更大规模的研究,本研究应被视为朝此方向迈出的第一步。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/436e/10208908/dadc421aa30d/10549_2023_6980_Fig1_HTML.jpg

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