Folkvord Frans, Bol Nadine, Stazi Giacomo, Peschke Lutz, Lupiáñez-Villanueva Francisco
Tilburg School of Humanities and Digital Sciences, Tilburg University, Tilburg, Netherlands.
PredictBy, Barcelona, Spain.
JMIR Form Res. 2023 Dec 25;7:e48335. doi: 10.2196/48335.
Despite the worldwide growth in mobile health (mHealth) tools and the possible benefits for both patients and health care providers, the adoption of mHealth is low, and only a limited number of studies have examined the intention to download mHealth apps.
In this study, we investigated individuals' preferences in the adoption of a health app.
We conducted a discrete choice experimental study in 3 countries (Spain: n=800, Germany: n=800, and the Netherlands: n=416) with 4 different attributes and levels (ie, price: €1.99 vs €4.99 [a currency exchange rate of €1=US $1.09 is applicable] vs for free, data protection: data protection vs no information, recommendation: patients' association vs doctors, and manufacturer: medical association vs pharmaceutical company). Participants were randomly assigned. For the analyses, we used the conditional logistic model separately for each country.
The results showed that price and data protection were considered important factors that significantly increased the probability to download an mHealth app. In general, the source of the recommendation and the manufacturer affected the probability to download the mHealth app less. However, in Germany and the Netherlands, we found that if the app was manufactured by a pharmaceutical company, the probability to download the mHealth app decreased.
mHealth tools are highly promising to reduce health care costs and increase the effectiveness of traditional health interventions and therapies. Improving data protection, reducing costs, and creating sound business models are the major driving forces to increase the adoption of mHealth apps in the future. It is thereby essential to create trustworthy standards for mobile apps, whereby prices, legislation concerning data protection, and health professionals can have a leading role to inform the potential consumers.
尽管移动健康(mHealth)工具在全球范围内不断增长,且对患者和医疗服务提供者都可能带来益处,但mHealth的采用率较低,仅有有限的研究考察了下载mHealth应用程序的意愿。
在本研究中,我们调查了个人在采用健康应用程序方面的偏好。
我们在3个国家(西班牙:n = 800,德国:n = 800,荷兰:n = 416)进行了一项离散选择实验研究,该研究有4种不同的属性和水平(即价格:1.99欧元对4.99欧元[适用的货币汇率为1欧元 = 1.09美元]对免费,数据保护:数据保护对无信息,推荐:患者协会对医生,以及制造商:医学协会对制药公司)。参与者被随机分配。对于分析,我们分别对每个国家使用条件逻辑模型。
结果表明,价格和数据保护被认为是显著增加下载mHealth应用程序概率的重要因素。一般来说,推荐来源和制造商对下载mHealth应用程序概率的影响较小。然而,在德国和荷兰,我们发现如果应用程序由制药公司制造,下载mHealth应用程序的概率会降低。
移动健康工具在降低医疗成本和提高传统健康干预及治疗效果方面极具潜力。改善数据保护、降低成本以及创建合理的商业模式是未来增加mHealth应用程序采用率的主要驱动力。因此,为移动应用程序创建可信标准至关重要,借此价格、数据保护相关立法以及健康专业人员能够在告知潜在消费者方面发挥主导作用。