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利用费茨定律模型预测移动设备界面在渐进性衰老过程中的使用情况。

Prediction of the use of mobile device interfaces in the progressive aging process with the model of Fitts' law.

作者信息

Lin Chiuhsiang Joe, Ho Sui-Hua

机构信息

Department of Industrial Management, National Taiwan University of Science and Technology, Taipei, Taiwan.

Department of Industrial Management, National Taiwan University of Science and Technology, Taipei, Taiwan; Division of Occupational Therapy, Department of Physical Medicine and Rehabilitation, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan.

出版信息

J Biomed Inform. 2020 Jul;107:103457. doi: 10.1016/j.jbi.2020.103457. Epub 2020 May 26.

Abstract

PURPOSE

As the population ages, so do the potential users of technology, and older adults' behaviors when using mobile device interfaces are becoming increasingly important. A representative model for detecting older adults' behaviors and performance on the use of mobile device interfaces is needed to provide individualized designs. This research aimed to investigate the applicability of the broadly used model of Fitts' law to detect the progressive changes in the use of mobile device interfaces in older adults. The effect of experience with using technology on performance on a Fitts task was also examined.

METHOD

A sample of 135 older adults was recruited to test the application of Fitts' model to the use of technology by older adult users. Each participant was asked to finish tasks at 9 levels of difficulty, from easy to difficult, in a multidirectional tapping task. Analysis of variance was employed to examine the effect of age on performance on the Fitts task, movement time, and the standard deviation of movement time. Stepwise regression was used to investigate how well age and technology use could predict performance on the Fitts task.

RESULT

Performance on the Fitts task was sensitive to the gradual changes in abilities with aging. Rather than the amount of experience in using technology, age was the stronger predictor of older adults' performance on the Fitts task. Additionally, compared with the younger groups, the users above 80 years old demonstrated significantly higher behavioral variation during the use of mobile device interfaces.

CONCLUSION

This research confirmed that Fitts' law is applicable to the evaluation of the effects of aging on the use of mobile device interfaces. Adults above the age of 80 years should be a major focus for special individualized interface design. This finding can inform future designers and researchers in the development of individualized interface designs for older adult users to enhance their user experiences of mobile device technology.

RELEVANCE TO INDUSTRY

Future designers and researchers can apply the finding on Fitts' law in this research to develop user-friendly interface designs for mobile technology for older adults and thereby improve their user experiences to enhance their independence and quality of life through the use of technology.

摘要

目的

随着人口老龄化,技术的潜在用户也在老龄化,老年人使用移动设备界面时的行为变得越来越重要。需要一个代表性模型来检测老年人在使用移动设备界面时的行为和表现,以便提供个性化设计。本研究旨在探讨广泛使用的菲茨定律模型在检测老年人使用移动设备界面的渐进变化方面的适用性。还研究了技术使用经验对菲茨任务表现的影响。

方法

招募了135名老年人样本,以测试菲茨模型在老年用户技术使用方面的应用。要求每位参与者在多方向点击任务中完成9个难度级别(从易到难)的任务。采用方差分析来检验年龄对菲茨任务表现、移动时间和移动时间标准差的影响。使用逐步回归来研究年龄和技术使用对菲茨任务表现的预测能力。

结果

菲茨任务的表现对随着年龄增长而逐渐变化的能力很敏感。年龄而非技术使用经验是老年人在菲茨任务中表现的更强预测因素。此外,与较年轻的组相比,80岁以上的用户在使用移动设备界面时表现出明显更高的行为变异性。

结论

本研究证实菲茨定律适用于评估老龄化对移动设备界面使用的影响。80岁以上的成年人应成为特殊个性化界面设计的主要关注对象。这一发现可为未来的设计师和研究人员在为老年用户开发个性化界面设计时提供参考,以增强他们对移动设备技术的用户体验。

与行业的相关性

未来的设计师和研究人员可以应用本研究中关于菲茨定律的发现,为老年人的移动技术开发用户友好的界面设计,从而通过技术使用改善他们的用户体验,提高他们的独立性和生活质量。

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