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智能手机辅助的转移性乳腺癌女性认知生态瞬时评估的可行性和心理测量质量

Feasibility and psychometric quality of smartphone administered cognitive ecological momentary assessments in women with metastatic breast cancer.

作者信息

Henneghan Ashley M, Paolillo Emily W, Van Dyk Kathleen M, Franco-Rocha Oscar Y, Bang Soyeong, Tasker Rebecca, Kaufmann Tara, Haywood Darren, Hart Nicolas H, Moore Raeanne C

机构信息

School of Nursing, University of Texas at Austin, Austin, TX, USA.

Dell Medical School, Department of Oncology, University of Texas at Austin, Austin, TX, USA.

出版信息

Digit Health. 2025 Jan 3;11:20552076241310474. doi: 10.1177/20552076241310474. eCollection 2025 Jan-Dec.

Abstract

OBJECTIVE

Metastatic breast cancer (MBC) is associated with burdensome side effects, including cognitive changes that require ongoing monitoring. Cognitive ecological momentary assessments (EMAs) allow for assessment of individual cognitive functioning in natural environments and can be administered via smartphones. Accordingly, we sought to establish the feasibility, reliability, and validity of a commercially available cognitive EMA platform.

METHODS

Using a prospective design, clinical cognitive and psychosocial assessments (cognitive batteries; patient reported outcomes) were collected at baseline, followed by a 28-day daily EMA protocol that included self-ratings for symptoms and mobile cognitive tests (memory, executive functioning, working memory, processing speed). Satisfaction and feedback questions were included in follow-up data collection. Feasibility data were analyzed using mixed descriptive methods. Test-retest reliability was examined using intraclass correlation coefficients (ICCs) for each EMA, and Pearson's correlation were used to evaluate convergent validity between cognitive EMAs and baseline clinical cognitive and psychosocial variables.

RESULTS

Fifty-one women with MBC ( = 51) completed this EMA study. High satisfaction (median 90%), low burden (median 19%), high adherence rates (mean 94%), and 100% retention rate were observed. ICCs for cognitive tests of working memory, executive function, and processing speed were robust (>0.90) and ICC for memory tests acceptable (>0.66). Other correlational findings indicated strong convergent validity for all cognitive and psychosocial EMAs.

CONCLUSION

Cognitive EMA monitoring for 28 days is feasible and acceptable in women with MBC, with specific cognitive EMAs (mobile cognitive tests; cognitive function self-ratings) demonstrating strong reliability and validity.

摘要

目的

转移性乳腺癌(MBC)会带来诸多负担性副作用,包括需要持续监测的认知变化。认知生态瞬时评估(EMA)能够在自然环境中评估个体的认知功能,并且可以通过智能手机进行。因此,我们试图确定一个商用认知EMA平台的可行性、可靠性和有效性。

方法

采用前瞻性设计,在基线时收集临床认知和心理社会评估(认知测试组;患者报告的结果),随后进行为期28天的每日EMA方案,其中包括症状自评以及移动认知测试(记忆、执行功能、工作记忆、处理速度)。随访数据收集包括满意度和反馈问题。使用混合描述性方法分析可行性数据。使用组内相关系数(ICC)检验各EMA的重测信度,并使用Pearson相关系数评估认知EMA与基线临床认知及心理社会变量之间的收敛效度。

结果

51名患有MBC的女性完成了这项EMA研究。观察到高满意度(中位数90%)、低负担(中位数19%)、高依从率(平均94%)和100%的保留率。工作记忆、执行功能和处理速度的认知测试的ICC较强(>0.90),记忆测试的ICC可接受(>0.66)。其他相关结果表明,所有认知和心理社会EMA均具有较强的收敛效度。

结论

对患有MBC的女性进行28天的认知EMA监测是可行且可接受的,特定的认知EMA(移动认知测试;认知功能自评)具有较强的可靠性和有效性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9e01/11696949/48a76db6f82d/10.1177_20552076241310474-fig1.jpg

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