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Ye F, Yin M, Cao L, Sun S, Wang X. Predicting Emotional Experiences through Eye-Tracking: A Study of Tourists' Responses to Traditional Village Landscapes. SENSORS (BASEL, SWITZERLAND) 2024; 24:4459. [PMID: 39065858 PMCID: PMC11280763 DOI: 10.3390/s24144459] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/03/2024] [Revised: 07/08/2024] [Accepted: 07/09/2024] [Indexed: 07/28/2024]
Abstract
This study investigates the relationship between eye-tracking metrics and emotional experiences in the context of cultural landscapes and tourism-related visual stimuli. Fifty-three participants were involved in two experiments: forty-three in the data collection phase and ten in the model validation phase. Eye movements were recorded and the data were analyzed to identify correlations between four eye-tracking metrics-average number of saccades (ANS), total dwell fixation (TDF), fixation count (FC), and average pupil dilation (APD)-and 19 distinct emotional experiences, which were subsequently grouped into three categories: positive, neutral, and negative. The study examined the variations in eye-tracking metrics across architectural, historic, economic, and life landscapes, as well as the three primary phases of a tour: entry, core, and departure. Findings revealed that architectural and historic landscapes demanded higher levels of visual and cognitive engagement, especially during the core phase. Stepwise regression analysis identified four key eye-tracking predictors for emotional experiences, enabling the development of a prediction model. This research underscores the effectiveness of eye-tracking technology in capturing and predicting emotional responses to different landscape types, offering valuable insights for optimizing rural tourism environments and enhancing visitors' emotional experiences.
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Affiliation(s)
- Feng Ye
- School of Design and Art, Communication University of Zhejiang, Hangzhou 314500, China;
- School of Design, Central Academy of Fine Arts, Beijing 100102, China;
| | - Min Yin
- The Innovation Center of Yangtze Delta, Zhejiang University, Jiaxing 314100, China;
| | - Leilei Cao
- The Innovation Center of Yangtze Delta, Zhejiang University, Jiaxing 314100, China;
| | - Shouqian Sun
- College of Computer Science and Technology, Zhejiang University, Hangzhou 310027, China;
| | - Xuanzheng Wang
- School of Design, Central Academy of Fine Arts, Beijing 100102, China;
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Lu Z, Pesarakli H. Seeing Is Believing: Using Eye-Tracking Devices in Environmental Research. HERD-HEALTH ENVIRONMENTS RESEARCH & DESIGN JOURNAL 2023; 16:15-52. [PMID: 36254371 DOI: 10.1177/19375867221130806] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
OBJECTIVES This article aims to provide methodological guidance for research that uses eye-tracking devices (ETDs) to study environment and behavior relationships. BACKGROUND Vision is an important human sense through which people acquire a large amount of environmental information. ETDs are tools for detecting eye/gaze behaviors, facilitating better understanding about how people collect visual information and how such information is related to emotions and psychological states. However, there is a lack of guidance for the application of ETDs to environment and behavior studies. METHODS A literature review was conducted on articles reporting empirical studies that used ETDs. The data were extracted and compiled, including information such as research questions, research design, types of ETDs, variables measured, types of physical environment (or visual stimuli), stimuli durations, data analysis methods, and so on. RESULTS Fifty articles were identified. The main research topics were related to urban and landscape environments, and architecture and interior spaces. Most of the research designs were experimental or quasi-experimental designs, with a few cross-sectional studies. The majority types of ETDs were screen-based ETDs, followed by mobile ETDs (glasses). Main variables were gaze fixations, fixation durations, and scan paths. Typical types of stimuli included images, videos, virtual reality, and real environments and/or objects. CONCLUSIONS Guidance for eye-tracking research on environment and behavior was developed based on the literature review results, to provide direction for determining research questions, selecting appropriate research designs, establishing participant inclusion and/or excluding criteria, collecting and analyzing data, and interpreting research results.
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Affiliation(s)
- Zhipeng Lu
- Department of Architecture, Texas A&M University, College Station, TX, USA
| | - Homa Pesarakli
- Department of Architecture, Texas A&M University, College Station, TX, USA
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Johnson KA, Pontvianne A, Ly V, Jin R, Januar JH, Machida K, Sargent LD, Lee KE, Williams NSG, Williams KJH. Water and Meadow Views Both Afford Perceived but Not Performance-Based Attention Restoration: Results From Two Experimental Studies. Front Psychol 2022; 13:809629. [PMID: 35548523 PMCID: PMC9084315 DOI: 10.3389/fpsyg.2022.809629] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Accepted: 03/28/2022] [Indexed: 11/17/2022] Open
Abstract
Attention Restoration Theory proposes that exposure to natural environments helps to restore attention. For sustained attention—the ongoing application of focus to a task, the effect appears to be modest, and the underlying mechanisms of attention restoration remain unclear. Exposure to nature may improve attention performance through many means: modulation of alertness and one’s connection to nature were investigated here, in two separate studies. In both studies, participants performed the Sustained Attention to Response Task (SART) before and immediately after viewing a meadow, ocean, or urban image for 40 s, and then completed the Perceived Restorativeness Scale. In Study 1 (n = 68), an eye-tracker recorded the participants’ tonic pupil diameter during the SARTs, providing a measure of alertness. In Study 2 (n = 186), the effects of connectedness to nature on SART performance and perceived restoration were studied. In both studies, the image viewed was not associated with participants’ sustained attention performance; both nature images were perceived as equally restorative, and more restorative than the urban image. The image viewed was not associated with changes in alertness. Connectedness to nature was not associated with sustained attention performance, but it did moderate the relation between viewing the natural images and perceived restorativeness; participants reporting a higher connection to nature also reported feeling more restored after viewing the nature, but not the urban, images. Dissociation was found between the physiological and behavioral measures and the perceived restorativeness of the images. The results suggest that restoration associated with nature exposure is not associated with modulation of alertness but is associated with connectedness with nature.
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Affiliation(s)
- Katherine A Johnson
- Melbourne School of Psychological Sciences, The University of Melbourne, Parkville, VIC, Australia
| | - Annabelle Pontvianne
- Melbourne School of Psychological Sciences, The University of Melbourne, Parkville, VIC, Australia
| | - Vi Ly
- Melbourne School of Psychological Sciences, The University of Melbourne, Parkville, VIC, Australia
| | - Rui Jin
- Melbourne School of Psychological Sciences, The University of Melbourne, Parkville, VIC, Australia
| | - Jonathan Haris Januar
- Melbourne School of Psychological Sciences, The University of Melbourne, Parkville, VIC, Australia
| | - Keitaro Machida
- Melbourne School of Psychological Sciences, The University of Melbourne, Parkville, VIC, Australia
| | - Leisa D Sargent
- UNSW Business School, University of New South Wales, Sydney, NSW, Australia
| | - Kate E Lee
- School of Ecosystem and Forest Sciences, The University of Melbourne, Parkville, VIC, Australia
| | - Nicholas S G Williams
- School of Ecosystem and Forest Sciences, The University of Melbourne, Parkville, VIC, Australia
| | - Kathryn J H Williams
- School of Ecosystem and Forest Sciences, The University of Melbourne, Parkville, VIC, Australia
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The Perceived Restorative Quality of Viewing Various Types of Urban and Rural Scenes: Based on Psychological and Physiological Responses. SUSTAINABILITY 2022. [DOI: 10.3390/su14073799] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
Attention restoration theory argues that the type of visual scene is important; however, related research is mostly based on a dichotomous comparison between natural and urban environments. Few studies have evaluated complex scenes comprising both natural and artificial elements. Therefore, we compared the differences between four types of environments: urban artificial scenes, urban natural scenes, rural artificial scenes, and rural natural scenes—using a survey based on the Perceived Restorativeness Scale (PRS), perception complexity scoring, and eye tracking. Participants (N = 119) viewed photographs in a random order. The results showed significant differences between the visual landscape scores and eye-tracking data for each type of visual image: PRS, perception complexity, average fixation duration, and mean pupil size. Rural natural scenes had a higher restoration effect than the other scenes. Waterscapes and well-maintained vegetation had positive correlations between the typical landscape element indices and restorative benefits in different scene types. Contrastingly, weeds and hardscapes showed negative correlations, which can be attributed to the maintenance of these typical elements. The harmony of elements with circumstances in a scene was a key factor. The results provide a reference for urban and rural landscape planning and design to improve perceived restorative quality.
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Wang TC, Tsai CL, Tang TW. Visual responses of patients with generalized anxiety disorder who cycling in the virtual sportscapes with different tree cover densities. Front Psychiatry 2022; 13:880586. [PMID: 36051546 PMCID: PMC9424623 DOI: 10.3389/fpsyt.2022.880586] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2022] [Accepted: 07/08/2022] [Indexed: 11/18/2022] Open
Abstract
The tree density of virtual sportscape is the main factor that determines the benefits that generalized anxiety disorder (GAD) patients can obtain when they exercise with virtual environment. By using pupil size, fixation count and time as metrics, this research aimed to clarify the relationship between tree cover density and stress in the virtual environment. Ninety GAD patients were randomly grouped into the 36-60% tree density (high tree density, HTDS), 20-35% tree density (medium tree density, MTDS), or control groups (n = 30). Researchers used eye-tracking technology to analyze fixation time, fixation count and changes in pupil size to evaluate the stress changes of participants after 20 min of aerobic exercise in a virtual environment. The results showed that pupil size expanded in GAD patients after exercising in the virtual environment. Furthermore, GAD patient cycling in the MTDS group can show smaller pupil size than those in HTDS. Those results suggest that GAD patient cycling 20 min in the MTDS group can perceived lower stress. The results of eye tracking analysis showed that GAD patients spend more time and counts observing tree elements in HTDS and MTDS sportscapes. Specifically, they spent more 48% and 27% time on tree and green plants in the HTDS condition and MTDS condition, respectively, than in non-natural sportsscapes. Although 36-60% tree density of virtual natural sportscape can get more visual attention from GAD patients, 20-35% tree density of virtual natural sportscape is more capable of reducing their stress.
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Affiliation(s)
- Tsai-Chiao Wang
- Institute of Physical Education, Health and Leisure Studies, National Cheng Kung University, Tainan, Taiwan
| | - Chia-Liang Tsai
- Institute of Physical Education, Health and Leisure Studies, National Cheng Kung University, Tainan, Taiwan
| | - Ta-Wei Tang
- Department of Leisure and Recreation Management, Asia University, Taichung, Taiwan
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Marois A, Charbonneau B, Szolosi AM, Watson JM. The Differential Impact of Mystery in Nature on Attention: An Oculometric Study. Front Psychol 2021; 12:759616. [PMID: 34955980 PMCID: PMC8696187 DOI: 10.3389/fpsyg.2021.759616] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Accepted: 11/22/2021] [Indexed: 12/16/2022] Open
Abstract
Nature exposure can provide benefits on stress, health and cognitive performance. According to Attention Restoration Theory (ART), the positive impact of nature on cognition is mainly driven by fascination. Fascinating properties of nature such as water or a winding hiking trail may capture involuntary attention, allowing the directed form of attention to rest and to recover. This claim has been supported by studies relying on eye-tracking measures of attention deployment, comparing exposure to urban and nature settings. Yet, recent studies have shown that promoting higher engagement with a nature setting can improve restorative benefits, hence challenging ART's view that voluntary attention is resting. Besides, recent evidence published by Szolosi et al. (2014) suggests that voluntary attention may be involved during exposure to high-mystery nature images which they showed as having greater potential for attention restoration. The current study explored how exposure to nature images of different scenic qualities in mystery (and restoration potential) could impact the engagement of attention. To do so, participants were shown nature images characterized by either low or high mystery properties (with allegedly low or high restoration potential, respectively) and were asked to evaluate their fascination and aesthetic levels. Concurrently, an eye tracker collected measures of pupil size, fixations and spontaneous blinks as indices of attentional engagement. Results showed that high-mystery nature images had higher engagement than low-mystery images as supported by the larger pupil dilations, the higher number of fixations and the reduced number of blinks and durations of fixations. Taken together, these results challenge ART's view that directed attention is merely resting during exposure to restorative nature and offer new hypotheses on potential mechanisms underlying attention restoration.
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Affiliation(s)
- Alexandre Marois
- École de Psychologie, Université Laval, Quebec City, QC, Canada
- Thales Research and Technology Canada, Quebec City, QC, Canada
| | - Brooke Charbonneau
- Department of Psychology, University of Colorado Denver, Denver, CO, United States
- Department of Psychology, Montana State University, Bozeman, MT, United States
| | - Andrew M. Szolosi
- Department of Recreation, Sport Pedagogy, and Consumer Sciences, Ohio University, Athens, OH, United States
| | - Jason M. Watson
- Department of Psychology, University of Colorado Denver, Denver, CO, United States
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