Exploring Long-Term Determinants and Attitudes Toward Smartphone-Based Commercial Health Care Applications Among Patients With Cancer.

IF 3.3 Q2 ONCOLOGY JCO Clinical Cancer Informatics Pub Date : 2024-10-01 Epub Date: 2024-10-16 DOI:10.1200/CCI.23.00242
Yae Won Tak, Ye-Eun Park, Seunghee Baek, Jong Won Lee, Seockhoon Chung, Yura Lee
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Abstract

Purpose: Our study explores how attitudes of patients with cancer toward smartphone-based commercial health care apps affect their use and identifies the influencing factors.

Materials and methods: Of the 960 patients with cancer who participated in a randomized controlled trial for a smartphone-based commercial health care app, only 264 participants, who completed a survey on app usage experiences conducted between May and August 2022, were included in this study. Participants were categorized into three groups: Positive Persistence (PP), Negative Nonpersistence (NN), and Neutral (NE) on the basis of their attitude and willingness to use smartphone-based commercial health care apps. The Health-Related Quality of Life (QOL) Instrument (8 Items), European QOL (5 Dimensions; 5 Levels), The Human Interaction and Motivation questionnaire, and open-ended questionnaires were used to examine factors potentially influencing extended utilization of digital interventions.

Results: Despite demographic similarities among the three groups, only the PP and NE groups showed similar app usage compared with the NN group. The combined group (positive persistence and neutral) exhibited significant improvement in depression (P = .02), anxiety (P = .03), and visual analog scale scores (P = .02) compared with the NN group. In addition, patient interaction (P < .01) and the presence of a chatbot/information feature on the app (P < .01) demonstrated a significant difference across the three groups, with the most favorable response observed among the PP group. Patients were primarily motivated to use the app owing to its health management functions, while the personal challenges they encountered during app usage acted as deterrents.

Conclusion: These findings suggest that maintaining a non-negative attitude toward smartphone-based commercial health care apps could lead to an improvement in psychological distress. In addition, the social aspect of apps could contribute to extending patient's utilization of digital interventions.

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探索癌症患者对基于智能手机的商业医疗保健应用的长期决定因素和态度。
目的:我们的研究探讨了癌症患者对基于智能手机的商业医疗保健应用程序的态度如何影响其使用,并确定了影响因素:960名癌症患者参与了基于智能手机的商业医疗保健应用程序的随机对照试验,其中只有264名参与者完成了2022年5月至8月期间进行的应用程序使用体验调查,他们被纳入了本研究。参与者被分为三组:根据他们使用基于智能手机的商业医疗应用程序的态度和意愿,将参与者分为三组:积极坚持组(PP)、消极不坚持组(NN)和中立组(NE)。使用与健康相关的生活质量(QOL)工具(8 个项目)、欧洲 QOL(5 个维度;5 个等级)、人际交往和动机问卷以及开放式问卷来研究可能影响延长使用数字干预措施的因素:尽管三组患者的人口统计学特征相似,但只有 PP 组和 NE 组与 NN 组相比显示出相似的应用程序使用率。与 NN 组相比,联合组(积极坚持组和中性组)在抑郁(P = .02)、焦虑(P = .03)和视觉模拟量表评分(P = .02)方面均有显著改善。此外,患者互动(P < .01)和应用程序中聊天机器人/信息功能的存在(P < .01)在三组中也有显著差异,其中 PP 组的反应最为积极。患者使用该应用程序的主要动机是其健康管理功能,而他们在使用过程中遇到的个人挑战则成为了阻碍因素:这些研究结果表明,对基于智能手机的商业医疗保健应用程序保持非负面的态度可改善心理困扰。此外,应用程序的社交功能也有助于提高患者对数字干预措施的利用率。
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CiteScore
6.20
自引率
4.80%
发文量
190
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