学生自我报告在全科医学教育中采用智能手机应用程序的预测因素。
Predictors of students' self-reported adoption of a smartphone application for medical education in general practice.
作者信息
Sandholzer Maximilian, Deutsch Tobias, Frese Thomas, Winter Alfred
机构信息
Institute for Medical Informatics, Statistics and Epidemiology, Medical Faculty, University of Leipzig, Härtelstraße 16-18, 04107, Leipzig, Germany.
Department of Primary Care, Medical Faculty, University of Leipzig, Philipp-Rosenthal-Str. 55, 04103, Leipzig, Germany.
出版信息
BMC Med Educ. 2015 May 21;15:91. doi: 10.1186/s12909-015-0377-3.
BACKGROUND
Smartphones and related applications are increasingly gaining relevance in the healthcare domain. We previously assessed the demands and preferences of medical students towards an application accompanying them during a course on general practice. The current study aims to elucidate the factors associated with adoption of such a technology. Therefore we provided students with a prototype of an application specifically related to their studies in general practice.
METHODS
A total estimation among students participating in a general practice examination at the Leipzig Medical School was conducted in May 2014. Students were asked to answer a structured self-designed questionnaire. Univariable comparisons were made to identify significant differences between those students who reported to have used the application frequently and those who did not. Multivariable binary logistic regression was used to reveal independent predictors of frequent application usage.
RESULTS
The response rate was 99.3 % (n = 305/307). The majority (59 %, n = 180/305) were female students. The mean age was 24.5 years and 79.9 % (n = 243/304) owned a smartphone or tablet computer. Regarding the usage of the provided application, 2.3 % (n = 7/303) did not use the app while 68.0 % (n = 206/303) replied to have used it more than five times. Frequent users significantly differed from non-frequent users with regard to being female rather than male, higher mobile device ownership, more frequent exchange about obtaining the course certificate, higher personal interest in new technologies, larger enjoyment of the technology, lower intention to not use smartphone applications in the future, better opinion towards smartphone applications for the profession of a doctor, higher perceived importance of medical applications on the job, higher compatibility of smartphone applications with personal work style, higher perceived relevance of university support and personal benefit of use. Multivariable analysis revealed a set of four variables independently predicting frequent usage: being female, a higher perceived benefit of the supplied application, a higher personal interest in new technologies, and a higher perceived impact of previous experiences on smartphone adoption (Pseudo-R(2)(Nagelkerke) = 0.245).
CONCLUSIONS
Understanding medical students' adoption of smartphone applications used for educational purposes may provide useful information to guide the implementation process as well as the design of respective applications.
背景
智能手机及相关应用在医疗领域的相关性日益增强。我们之前评估了医学生对一款在全科医学课程中陪伴他们的应用程序的需求和偏好。当前研究旨在阐明与采用此类技术相关的因素。因此,我们为学生提供了一款专门与其全科医学学习相关的应用程序原型。
方法
2014年5月对莱比锡医学院参加全科医学考试的学生进行了总体评估。要求学生回答一份自行设计的结构化问卷。进行单变量比较,以确定报告经常使用该应用程序的学生与不经常使用的学生之间的显著差异。使用多变量二元逻辑回归来揭示应用程序频繁使用的独立预测因素。
结果
回复率为99.3%(n = 305/307)。大多数(59%,n = 180/305)是女学生。平均年龄为24.5岁,79.9%(n = 243/304)拥有智能手机或平板电脑。关于所提供应用程序的使用情况,2.3%(n = 7/303)未使用该应用程序,而68.0%(n = 206/303)回复称使用次数超过五次。频繁使用者与非频繁使用者在以下方面存在显著差异:女性而非男性、更高的移动设备拥有率、更频繁地交流获取课程证书的情况、对新技术更高的个人兴趣、对该技术更大的喜爱程度、未来不使用智能手机应用程序的意愿更低、对医生职业的智能手机应用程序评价更高、对工作中医疗应用程序的重要性感知更高、智能手机应用程序与个人工作方式的兼容性更高、对大学支持的感知相关性更高以及使用的个人益处更大。多变量分析揭示了一组四个独立预测频繁使用的变量:女性、所提供应用程序的更高感知益处、对新技术更高的个人兴趣以及先前经验对智能手机采用的更高感知影响(伪R(2)(Nagelkerke)=0.245)。
结论
了解医学生对用于教育目的的智能手机应用程序的采用情况,可能为指导实施过程以及相应应用程序的设计提供有用信息。