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Evaluation and selection of mobile health (mHealth) applications using AHP and fuzzy TOPSIS

机译:使用AHP和模糊TOPSIS评估和选择移动健康(mHealth)应用

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摘要

mHealth is an innovative, mobile application based system, which has the ability to assist people to manage their health better. With the increasing number of mHealth applications, it is very difficult to choose the ideal application. As of now, very limited studies have been carried out on mHealth application selection. To fill the existing research gaps, this study endeavours to develop a model for mHealth application selection by adopting a combined approach of AHP and fuzzy TOPSIS. The hierarchical model has been developed using factors identified from literature review and expert opinions. The ambiguity in comparing different mHealth applications has been handled by applying fuzzy set theory. The AHP has been used to determine the weights of criteria and sub-criteria, and the fuzzy-TOPSIS method has been used to obtain the final ranking of the applications. The applicability of the proposed model has been discussed through a numerical case example. The sensitivity analysis has been carried out by changing the weights of the criteria. In this study, user satisfaction, functionality, easy to learn and use, and information quality, have come out as important factors in mHealth application selection. The proposed method will help users as well as medical practitioners to select the proper mHealth application in this digital world.
机译:mHealth是一个创新的,基于移动应用程序的系统,可以帮助人们更好地管理自己的健康。随着mHealth应用程序数量的增加,很难选择理想的应用程序。到目前为止,关于移动医疗应用选择的研究非常有限。为了填补现有的研究空白,本研究致力于通过采用AHP和模糊TOPSIS的组合方法来开发mHealth应用程序选择模型。已使用从文献综述和专家意见中确定的因素开发了层次模型。通过应用模糊集理论已经解决了比较不同mHealth应用程序的歧义。层次分析法已被用于确定标准和子标准的权重,而模糊TOPSIS方法已被用于获得申请的最终排名。通过数值案例讨论了所提出模型的适用性。灵敏度分析是通过更改标准的权重进行的。在这项研究中,用户满意度,功能,易于学习和使用以及信息质量已成为mHealth应用程序选择的重要因素。所提出的方法将帮助用户和医疗从业人员在这个数字世界中选择适当的mHealth应用程序。

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