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癌症患者使用患者门户网站与自我护理自我效能及护理满意度之间因果关系的调查。

Investigation of the causal relationship between patient portal utilization and patient's self-care self-efficacy and satisfaction in care among patients with cancer.

作者信息

Park Jaeyoung, Guo Shilin, Liang Muxuan, Zhong Xiang

机构信息

School of Global Health Management and Informatics, University of Central Florida, Orlando, FL, USA.

Department of Industrial Engineering and Operations Research, Columbia University, New York City, NY, USA.

出版信息

BMC Med Inform Decis Mak. 2025 Jan 8;25(1):12. doi: 10.1186/s12911-024-02837-0.

Abstract

OBJECTIVE

The objective of this study was to examine the causal relationship between the usage of patient portals and patients' self-care self-efficacy and satisfaction in care outcomes in the context of cancer care.

METHODS

The National Institute's HINTS 5 Cycle 1-4 (2017-2020) data were used to perform a secondary data analysis. Patients who reported being ever diagnosed with cancer were included in the study population. Their portal usage frequency was considered as an intervention. Patient's self-care self-efficacy and satisfaction in care were the primary outcomes considered and they were measured by survey respondents' self-reported information. A set of conditional independence tests based on the causal diagram was developed to examine the causal relationship between patient portal usage and the targeted outcomes.

RESULTS

A total of 2579 were identified as patients with cancer or cancer survivors. We identified patient portals' impact on strengthening patients' ability to take care of their own health (P = .02, for the test rejecting which is necessary for the expected causal relationship, ie, the portal usage impacts the target outcome; P = .06, for the test rejecting which is necessary for the reverse causal relationship), and we identified heterogenous causal relationships between frequent patient portal usage and patients' perceived quality of care (P = .04 and P = .001, for the tests rejecting both suggests heterogeneous causal relationships). We could not conclusively determine the causal relationship between patient portal usage and patients' confidence in getting advice or information about health or cancer care related topics (P > .05 for both tests, suggesting inconclusive causal directions).

CONCLUSIONS

The results advocate patient portals and promote the need to provide better support and education to patients. The proposed statistical method exploits the potential of national survey data for causal inference studies.

摘要

目的

本研究的目的是在癌症护理背景下,检验患者门户的使用与患者自我护理自我效能感以及护理结果满意度之间的因果关系。

方法

使用美国国家癌症研究所的HINTS 5第1 - 4轮(2017 - 2020年)数据进行二次数据分析。研究人群包括报告曾被诊断患有癌症的患者。他们的门户使用频率被视为一种干预措施。患者的自我护理自我效能感和护理满意度是主要的研究结果,通过调查对象的自我报告信息进行测量。基于因果图开发了一组条件独立性检验,以检验患者门户使用与目标结果之间的因果关系。

结果

共确定2579名患者患有癌症或为癌症幸存者。我们确定了患者门户对增强患者自我健康护理能力的影响(对于预期因果关系所必需的拒绝检验,P = 0.02,即门户使用影响目标结果;对于反向因果关系所必需的拒绝检验,P = 0.06),并且我们确定了频繁使用患者门户与患者感知的护理质量之间存在异质性因果关系(对于两个拒绝检验,P = 0.04和P = 0.001,均表明存在异质性因果关系)。我们无法确凿地确定患者门户使用与患者在获取有关健康或癌症护理相关主题的建议或信息方面的信心之间的因果关系(两个检验的P均> 0.05,表明因果方向不明确)。

结论

研究结果支持患者门户,并表明有必要为患者提供更好的支持和教育。所提出的统计方法利用了国家调查数据在因果推断研究方面的潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/47dd/11716468/48b3036c2466/12911_2024_2837_Fig1_HTML.jpg

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