Systems and Software Lab (SSL), Islamic University of Technology (IUT), Boardbazar, Gazipur, Bangladesh.
Department of Computer Science and Engineering, Islamic University of Technology (IUT), Boardbazar, Gazipur, Bangladesh.
PLoS One. 2023 Oct 31;18(10):e0293608. doi: 10.1371/journal.pone.0293608. eCollection 2023.
Due to limited motor capabilities, people with upper limb disabilities have trouble utilizing a typical mouse while operating a computer. Different wearable Assistive Mouse Controllers (AMCs) have been developed to overcome their challenges. However, these people may not be able to realize the importance, ease of use, and social approval of these AMCs due to their fear of new technology, lack of confidence, and lack of ingenuity. These may negatively affect their attitude and intention toward accepting AMCs for equitable human-computer interaction. This study presents the development of a sensor-based head-mounted AMC, followed by an empirical analysis of its acceptance using the Technology Acceptance Model (TAM) from the socioeconomic perspective of Bangladesh. In a similar vein, we examined the effects of three additional psychological constructs-technology anxiety, confidence, and innovation, on its acceptance along with the original components of the TAM. A total of 150 individuals with stroke-induced upper limb disability participated in an online survey, and their responses were analyzed using confirmatory factor analysis and structural equation modeling, following the general least square method. Analysis revealed, about 96.44% of the participants had positive attitude towards the AMC, and almost 88.56% of them had positive intentions to accept it. Furthermore, about 68.61% of them expressed signs of anxiety, 96.35% were confident, and 94.16% of them had an innovative mindset in terms of device usage. The findings imply that individuals with an innovative mentality are more capable of comprehending the practical implications of a new technology than those without one. It is also feasible to reduce technological anxiety and boost a user's confidence while using an AMC by combining an innovative mentality with straightforward device interaction techniques. Additionally, peer encouragement and motivation can significantly enhance their positive attitude towards accepting the AMC for facilitating their interaction with a computer.
由于运动能力有限,上肢残疾人士在使用计算机时难以操作典型鼠标。不同的可穿戴辅助鼠标控制器(AMC)已经被开发出来,以克服他们的挑战。然而,由于对新技术的恐惧、缺乏自信和缺乏创造力,这些人可能无法意识到这些 AMC 的重要性、易用性和社会认可度。这可能会对他们接受 AMC 以实现公平的人机交互的态度和意愿产生负面影响。本研究提出了一种基于传感器的头戴式 AMC 的开发,然后从孟加拉国的社会经济角度,使用技术接受模型(TAM)对其接受度进行了实证分析。同样,我们研究了另外三个心理构念——技术焦虑、信心和创新,以及 TAM 的原始构念,对其接受度的影响。共有 150 名上肢残疾的中风患者参与了在线调查,使用验证性因子分析和结构方程模型对他们的回答进行了分析,采用了广义最小二乘法。分析结果表明,约 96.44%的参与者对 AMC 持积极态度,约 88.56%的参与者有接受它的积极意向。此外,约 68.61%的参与者表现出焦虑迹象,96.35%的参与者有信心,94.16%的参与者在设备使用方面有创新思维。研究结果表明,具有创新思维的个体比没有创新思维的个体更能够理解新技术的实际意义。通过将创新思维与简单的设备交互技术相结合,也可以降低技术焦虑并增强用户在使用 AMC 时的信心。此外,同伴的鼓励和激励可以显著增强他们对接受 AMC 的积极态度,以促进他们与计算机的交互。