School of Computing and Mathematics, Charles Sturt University, Bathurst, NSW, Australia.
Department of Computer Science and Engineering, Chittagong University of Engineering and Technology, Chittagong, Bangladesh.
JMIR Mhealth Uhealth. 2021 Mar 4;9(3):e24202. doi: 10.2196/24202.
As the use of smartphones increases globally across various fields of research and technology, significant contributions to the sectors related to health, specifically foot health, can be observed. Numerous smartphone apps are now being used for providing accurate information about various foot-related properties. Corresponding to this abundance of foot scanning and measuring apps available in app stores, there is a need for evaluating these apps, as limited information regarding their evidence-based quality is available.
The aim of this review was to assess the measurement techniques and essential software quality characteristics of mobile foot measurement apps, and to determine their potential as commercial tools used by foot care health professionals, to assist in measuring feet for custom shoes, and for individuals to enhance their awareness of foot health and hygiene to ultimately prevent foot-related problems.
An electronic search across Android and iOS app stores was performed between July and August 2020 to identify apps related to foot measurement and general foot health. The selected apps were rated by three independent raters, and all discrepancies were resolved by discussion among raters and other investigators. Based on previous work on app rating tools, a modified rating scale tool was devised to rate the selected apps. The internal consistency of the rating tool was tested with a group of three people who rated the selected apps over 2-3 weeks. This scale was then used to produce evaluation scores for the selected foot measurement apps and to assess the interrater reliability.
Evaluation inferences showed that all apps failed to meet even half of the measurement-specific criteria required for the proper manufacturing of custom-made footwear. Only 23% (6/26) of the apps reportedly used external scanners or advanced algorithms to reconstruct 3D models of a user's foot that could possibly be used for ordering custom-made footwear (shoes, insoles/orthoses), and medical casts to fit irregular foot sizes and shapes. The apps had varying levels of performance and usability, although the overall measurement functionality was subpar with a mean of 1.93 out of 5. Apps linked to online shops and stores (shoe recommendation) were assessed to be more usable than other apps but lacked some features (eg, custom shoe sizes and shapes). Overall, the current apps available for foot measurement do not follow any specific guidelines for measurement purposes.
Most commercial apps currently available in app stores are not viable for use as tools in assisting foot care health professionals or individuals to measure their feet for custom-made footwear. Current apps lack software quality characteristics and need significant improvements to facilitate proper measurement, enhance awareness of foot health, and induce motivation to prevent and cure foot-related problems. Guidelines similar to the essential criteria items introduced in this study need to be developed for future apps aimed at foot measurement for custom-made or individually fitted footwear and to create awareness of foot health.
随着智能手机在全球各研究和技术领域的使用日益普及,人们发现智能手机在与健康相关的领域,尤其是足部健康领域发挥了重要作用。现在,许多智能手机应用程序被用于提供各种足部相关属性的准确信息。相应地,应用商店中提供了大量的足部扫描和测量应用程序,因此需要对这些应用程序进行评估,因为有关其基于证据的质量的信息有限。
本综述的目的是评估移动足部测量应用程序的测量技术和基本软件质量特性,并确定它们作为足部保健专业人员用于测量定制鞋的商业工具的潜力,以及个人增强足部健康和卫生意识,以最终预防足部相关问题的潜力。
在 2020 年 7 月至 8 月期间,通过电子方式在 Android 和 iOS 应用商店中搜索与足部测量和一般足部健康相关的应用程序。三名独立的评估员对选定的应用程序进行评分,所有差异均通过评估员之间的讨论和其他调查人员解决。根据先前关于应用程序评分工具的工作,设计了一个修改后的评分量表工具来对选定的应用程序进行评分。内部一致性测试是由 3 人在 2-3 周内对选定的应用程序进行评分来完成的。该量表用于对选定的足部测量应用程序进行评估,并评估组内可靠性。
评估推断表明,所有应用程序甚至都未能满足为定制鞋类生产而制定的特定测量标准的一半。只有 23%(6/26)的应用程序据称使用外部扫描仪或先进的算法来重建用户足部的 3D 模型,这可能用于订购定制鞋(鞋、鞋垫/矫形器)和医疗铸型以适应不规则的足部尺寸和形状。应用程序的性能和可用性各不相同,尽管整体测量功能欠佳,平均得分为 5 分中的 1.93 分。与在线商店和商店(鞋子推荐)链接的应用程序被评估为比其他应用程序更具可用性,但缺乏一些功能(例如,定制鞋码和形状)。总体而言,目前在应用商店中提供的足部测量应用程序不遵循任何特定的测量目的指南。
目前在应用商店中提供的大多数商用应用程序都不适合用作辅助足部保健专业人员或个人测量定制鞋的工具。当前的应用程序缺乏软件质量特性,需要进行重大改进,以促进正确的测量,增强对足部健康的认识,并激发预防和治疗足部相关问题的动机。需要制定类似于本研究中引入的基本标准项目的指南,以便为未来的足部测量应用程序(用于定制或个人定制的鞋类)以及创建足部健康意识提供指导。