Department of Ergonomics, Health Sciences Research Center, School of Public Health, Hamadan University of Medical Sciences, Hamadan, Iran.
Occupational Health and Safety Engineering Department, Abadan University of Medical Sciences, Abadan, Iran.
PLoS One. 2022 Jun 3;17(6):e0268942. doi: 10.1371/journal.pone.0268942. eCollection 2022.
Human-robot collaboration is the key component of the fourth industrial revolution concept. Workers' willingness to collaborate with industrial robots is a basic requirement for an efficient and effective interaction. The roles of human-robot trust and technology affinity as mediators in the relationship between robot usability and worker willingness were analyzed in this study. As other critical variables, the mediator roles of Age and STARA were also calculated.
This study included 400 workers from a car company who interacted with industrial robots in their daily work activities. After examining the questionnaires' validity and reliability, the main variables were determined to be willingness to use robots and robot usability. AMOS software also considered human-robot trust and worker technology affinity as mediators. The bootstrapping method was used to evaluate indirect relationships. A set of goodness-of-fit indices were presented to determine the adequacy of the goodness of fit between the proposed model and the data.
Based on model fit indices, an overall satisfactory model fit was obtained for the direct/indirect relationship between robot usability and worker willingness to use it (with mediating role of human-robot trust). Workers' age and fear of Smart Technology, Artificial Intelligence, Robotics, and Algorithms (STARA) were identified as moderators in the relationship between usability and willingness.
Attention to the robot usability and the role of workers' trust in robots appears to be required to ensure workers' willingness to use robots and the success of human-robot collaboration in future workplaces. As the workers age and their fear of robots grows, usability can play a larger role in increasing their willingness to put robots to work.
人机协作是第四次工业革命概念的关键组成部分。工人与工业机器人协作的意愿是实现高效、有效的人机交互的基本要求。本研究分析了人机信任和技术亲和力作为机器人可用性与工人意愿之间关系的中介作用。此外,还计算了年龄和 STARA 作为其他关键变量的中介作用。
本研究纳入了一家汽车公司的 400 名工人,他们在日常工作活动中与工业机器人进行交互。在检验问卷的有效性和可靠性后,确定了主要变量为使用机器人的意愿和机器人的可用性。AMOS 软件还将人机信任和工人技术亲和力视为中介变量。采用自举法评估间接关系。提出了一组拟合优度指数,以确定所提出模型与数据之间的拟合优度是否充足。
基于模型拟合指数,在机器人可用性与工人使用意愿之间的直接/间接关系(具有人机信任的中介作用)方面,获得了整体令人满意的模型拟合度。工人的年龄和对智能技术、人工智能、机器人和算法(STARA)的恐惧被确定为可用性和意愿之间关系的调节变量。
为确保工人使用机器人的意愿以及未来工作场所中人机协作的成功,需要关注机器人的可用性和工人对机器人的信任度。随着工人年龄的增长和对机器人的恐惧增加,可用性可以在提高他们使用机器人的意愿方面发挥更大的作用。