Research on the Influence of Regional Image on Migration from Large Cities to Rural Areas

In recent years, the total number of people in Japan has decreased, and the concentration of population from rural areas to large cities has become a serious problem. Under these circumstances, it is necessary to efficiently disseminate the charm of the region in order to promote the migration to rural areas. People evaluate the area through regional images, and regional images are formed by information and influence the behavior of people. Therefore, the regional image is thought to influence migration. However, to my knowledge, there is no previous research that uses regional image as a factor of migration. Therefore, this paper focuses on regional images and quantitatively analyzes what kind of regional image influences migration from large cities to rural areas by using modified gravity model. As a result, it becomes clearly that some regional images will influence the migration of people from large cities to rural areas.査読研究論文Refereed Paper

A scoping review of eye-tracking metrics as an indicator of negative mental health-related outcomes and its possible applicability in remote work situations

Objectives: This scoping review aims to examine the existing use of eye-tracking technologies being applied to measure negative mental health-related outcomes. The review was guided by the following questions: 1) What eye-tracking methods are currently in use?; and 2) What type of negative mental health-related outcomes are these methods being applied to for estimation? Results will be evaluated to determine their prospective implementation in remote work as a mental health indicator. Methods: A scoping review was conducted in order to collect data from a range of sources and evaluate many distinct research methodologies. A scoping review was chosen for this study to widely report on the research currently being conducted, rather than answer a specific question from a focused set of evidence. On May 26, 2022, a systematic search of the scientific literature was conducted to identify any eye-tracking methods that have been used to measure stress and anxiety. Results: Out of an initial 5,356 eligible articles, a total of 14 articles were included in this scoping review. Estimation outcomes also ranged from various mental health-related outcomes with the most common outcome relating to stress and fatigue. Other outcomes included sleepiness, drowsiness, arousal, frustration, hypervigilance, defensive state, peritraumatic dissociation, and anxiety. Conclusions: Preliminary results show a very promising connection between eye metrics and negative mental health-related outcomes, which are very relevant to workplace mental health as well

DataSheet2_Understanding the effect of a virtual moderator on people’s perception in remote discussion using social VR.pdf

Social VR enables people to join a remote discussion by keeping a high social presence and physical proximity using embodied avatars. However, the missing nonverbal cues, such as mutual eye contact and nuanced facial expression, make it challenging for distributed members to manage turn-taking, which could lead to unequal participation and affect trust building. Therefore, we propose a virtual moderator to make distributed members feel included by seeing their nonverbal behavior. The virtual moderator was designed with a “prompt Q&A″ feature to enable users to share feedback and an “attention guidance” feature to encourage participation. The preliminary result of a controlled experiment in social VR with 30 participants showed that seeing the virtual moderator’s body orientation enhanced participants’ psychological safety. In contrast, the prompt Q&A feature enhanced the perceived co-presence of their remote counterparts. We discussed how nonverbal behavior could be designed using a virtual moderator to shape human perception of the group discussion in social VR. We also pointed out challenges when providing multiple supports simultaneously in social VR.</p

DataSheet1_Understanding the effect of a virtual moderator on people’s perception in remote discussion using social VR.csv

Social VR enables people to join a remote discussion by keeping a high social presence and physical proximity using embodied avatars. However, the missing nonverbal cues, such as mutual eye contact and nuanced facial expression, make it challenging for distributed members to manage turn-taking, which could lead to unequal participation and affect trust building. Therefore, we propose a virtual moderator to make distributed members feel included by seeing their nonverbal behavior. The virtual moderator was designed with a “prompt Q&A″ feature to enable users to share feedback and an “attention guidance” feature to encourage participation. The preliminary result of a controlled experiment in social VR with 30 participants showed that seeing the virtual moderator’s body orientation enhanced participants’ psychological safety. In contrast, the prompt Q&A feature enhanced the perceived co-presence of their remote counterparts. We discussed how nonverbal behavior could be designed using a virtual moderator to shape human perception of the group discussion in social VR. We also pointed out challenges when providing multiple supports simultaneously in social VR.</p