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Keywords = pedestrian behavior questionnaire

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31 pages, 3755 KB  
Article
Perception Evaluation and Optimization Strategies of Pedestrian Space in Beijing Fayuan Temple Historic and Cultural District
by Qin Li, Yanwei Li, Qiuyu Li, Shaomin Peng, Yijun Liu and Wenlong Li
Buildings 2025, 15(19), 3574; https://doi.org/10.3390/buildings15193574 - 3 Oct 2025
Viewed by 271
Abstract
With the rapid development of urbanization and tourism in China, increasing attention has been paid to the protection and utilization of historical and cultural heritage, while tourists’ demands for travel experiences have gradually shifted towards in-depth cultural perception. This paper selects Beijing Fayuan [...] Read more.
With the rapid development of urbanization and tourism in China, increasing attention has been paid to the protection and utilization of historical and cultural heritage, while tourists’ demands for travel experiences have gradually shifted towards in-depth cultural perception. This paper selects Beijing Fayuan Temple Historic and Cultural District as the research case, and adopts methods such as the LDA (Latent Dirichlet Allocation) topic model, collection and analysis of online text data, and field research to explore the current situation of pedestrian space in Fayuan Temple District and its optimization strategies from the perspective of tourists’ perception. The study found that the dimensions of tourists’ perception of the pedestrian space in Fayuan Temple District mainly include six aspects: historical buildings and relics, tour modes and transportation, natural landscapes and environment, historical figures and culture, residents’ life and activities, and tourists’ experiences and visits. By integrating online text data, questionnaire surveys, and on-site behavioral observations, the study constructed a “physical environment-cultural experience-behavioral network” three-dimensional IPA (Importance–Possession Analysis) evaluation model, and analyzed and evaluated the high-frequency perception elements in tourists’ spontaneous evaluations. Based on the current situation evaluation of the pedestrian space in Fayuan Temple District, this paper puts forward optimization strategies for the perception of pedestrian space from the aspects of block space, transportation usage, landscape ecology, digital technology, and cultural symbol translation. It aims to promote the high-quality development of historical blocks by improving and optimizing the pedestrian space, and achieve the dual goals of cultural inheritance and utilization of tourism resources. Full article
(This article belongs to the Section Architectural Design, Urban Science, and Real Estate)
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27 pages, 788 KB  
Article
Extending the DBQ Framework: A Second-Order CFA of Risky Driving Behaviors Among Truck Drivers in Thailand
by Supanida Nanthawong, Panuwat Wisutwattanasak, Chinnakrit Banyong, Thanapong Champahom, Vatanavongs Ratanavaraha and Sajjakaj Jomnonkwao
Logistics 2025, 9(3), 134; https://doi.org/10.3390/logistics9030134 - 22 Sep 2025
Viewed by 510
Abstract
Background: Truck drivers are a vital workforce sustaining Thailand’s freight transport, particularly in Northeastern Thailand (Isan), a major logistics hub connecting with Laos, Vietnam, and Cambodia via Highway No. 2 and the AEC network. However, these drivers face disproportionately high risks of [...] Read more.
Background: Truck drivers are a vital workforce sustaining Thailand’s freight transport, particularly in Northeastern Thailand (Isan), a major logistics hub connecting with Laos, Vietnam, and Cambodia via Highway No. 2 and the AEC network. However, these drivers face disproportionately high risks of severe road accidents due to occupational factors such as fatigue, time pressure, and long-distance driving. Methods: This study developed and validated a second-order confirmatory factor analysis (CFA) model to examine the multidimensional structure of risky driving behavior among Thai truck drivers. Grounded in the Driver Behavior Questionnaire (DBQ), the framework was extended to include seven dimensions: traffic violations, errors, lapses, aggressive behavior, substance use, technology-related distractions, and pedestrian-related risks. Results: Data were collected from 400 truck drivers in Isan using a structured questionnaire. CFA results confirmed the model’s structural validity, with satisfactory fit indices (X2/df = 2.122, CFI = 0.913, TLI = 0.897, RMSEA = 0.053, SRMR = 0.079). Conclusions: The findings reveal that risky driving behavior in this group extends beyond traditional DBQ categories, incorporating emerging risks specific to the commercial transport environment. This framework can be effectively utilized for risk assessment, behavioral screening, and the development of targeted safety interventions for this high-risk occupational group. Full article
(This article belongs to the Section Sustainable Supply Chains and Logistics)
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22 pages, 5162 KB  
Article
Simulation Study on Age-Friendly Design of Community Park Activity Spaces Based on AnyLogic: A Case Study of Qiaokou Park in Wuhan
by Yuting Zhou and Qian Zhao
Buildings 2025, 15(18), 3419; https://doi.org/10.3390/buildings15183419 - 22 Sep 2025
Viewed by 565
Abstract
With the intensification of population aging, addressing the needs of older adults and enhancing their daily activities has become increasingly significant. This study focuses on community parks—frequent outdoor activity venues for older adults—as the research subject. Starting from older adults’ needs, pedestrian simulation [...] Read more.
With the intensification of population aging, addressing the needs of older adults and enhancing their daily activities has become increasingly significant. This study focuses on community parks—frequent outdoor activity venues for older adults—as the research subject. Starting from older adults’ needs, pedestrian simulation technology was employed using AnyLogic to model their behavioral activities within Qiaokou Park in Wuhan. Unlike previous studies applying simulation tools to general public spaces, this research develops age-sensitive indicators (Pedestrian Walking Cost, Connectivity of Activity Space Nodes, Functional Mix Efficiency, Activity Intensity of Activity Space Nodes, Pedestrian Density Map) tailored to older adults’ behavioral and spatial characteristics. Integrating empirical data from questionnaires and on-site observations with simulation, the study establishes a systematic framework linking user needs and spatial design. Based on simulation outputs, the park’s current “non-age-friendly” issues were analyzed, and optimization strategies were proposed regarding service capacity, functional layout, and pathways. The optimized scheme underwent secondary simulation to evaluate improvements in spatial indicators. This approach extends the methodological toolkit for age-friendly park research and provides replicable, evidence-based guidance for community park renovation in rapidly aging urban contexts. Key recommendations include the following: (1) Improve the relationship between activity nodes and park entrances; (2) Enhance connectivity among nodes to support continuous activity flows; (3) Optimize the pathway network to reduce congestion and barriers; (4) Promote functional diversity to stimulate active and social use; (5) Strengthen service capacity of nodes to accommodate user demand. Full article
(This article belongs to the Section Architectural Design, Urban Science, and Real Estate)
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26 pages, 608 KB  
Article
The Influence of Digital Capabilities on Elderly Pedestrians’ Road-Sharing Acceptance with Autonomous Vehicles: A Case Study of Wuhan, China
by Zhiwei Liu, Wenli Ouyang and Jie Wu
Appl. Sci. 2025, 15(18), 10097; https://doi.org/10.3390/app151810097 - 16 Sep 2025
Viewed by 392
Abstract
While autonomous vehicles (AVs) are increasingly integrated into urban mobility, little is known about how digital capability shapes elderly pedestrians’ willingness to share roads with these technologies. This is especially true in the absence of explicit vehicle–pedestrian communication mechanisms. To address this gap, [...] Read more.
While autonomous vehicles (AVs) are increasingly integrated into urban mobility, little is known about how digital capability shapes elderly pedestrians’ willingness to share roads with these technologies. This is especially true in the absence of explicit vehicle–pedestrian communication mechanisms. To address this gap, we combine the Theory of Planned Behavior (TPB) with the Pedestrian Behavior Questionnaire (PBQ) and segment elderly pedestrians using Latent Class Analysis (LCA). A sample of 750 older adults in Wuhan, China, was divided into two latent groups: digitally disengaged (70.8%) and digitally engaged (29.2%). Classification was based on four indicators: smart device usage, online social interaction, online entertainment, and online economic behavior. We then applied ordered logit models to estimate group-specific determinants of AV road-sharing acceptance. Results reveal clear heterogeneity across digital capability levels. For digitally disengaged seniors, positive pedestrian behaviors significantly increased willingness (β = 0.316, p = 0.001). Prior accident experience reduced willingness (0 accident: β = 0.435, p = 0.021; 1–2 accidents: β = −0.518, p = 0.012). For digitally engaged seniors, perceived behavioral control showed a marginally positive effect (β = 0.353, p = 0.066). Errors had a significant positive effect (β = 0.540, p = 0.009). Positive behaviors had a significant negative effect (β = −0.414, p = 0.007). These patterns indicate that digital capability not only modulates the strength of TPB pathways but also reshapes behavior–intention linkages captured by PBQ dimensions. Methodologically, the study contributes an integrated TPB–PBQ–LCA–OLM framework. This framework identifies digital capability as a critical moderator of AV acceptance among elderly pedestrians. Practically, the findings suggest differentiated strategies. For digitally disengaged users, interventions should build digital literacy and reinforce safe walking norms. For digitally engaged users, strategies should prioritize transparent AV intent signaling and features that enhance perceived control. Full article
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24 pages, 3559 KB  
Article
Advancing Online Road Safety Education: A Gamified Approach for Secondary School Students in Belgium
by Imran Nawaz, Ariane Cuenen, Geert Wets, Roeland Paul and Davy Janssens
Appl. Sci. 2025, 15(15), 8557; https://doi.org/10.3390/app15158557 - 1 Aug 2025
Viewed by 928
Abstract
Road traffic accidents are a leading cause of injury and death among adolescents, making road safety education crucial. This study assesses the performance of and users’ opinions on the Route 2 School (R2S) traffic safety education program, designed for secondary school students (13–17 [...] Read more.
Road traffic accidents are a leading cause of injury and death among adolescents, making road safety education crucial. This study assesses the performance of and users’ opinions on the Route 2 School (R2S) traffic safety education program, designed for secondary school students (13–17 years) in Belgium. The program incorporates gamified e-learning modules containing, among others, podcasts, interactive 360° visuals, and virtual reality (VR), to enhance traffic knowledge, situation awareness, risk detection, and risk management. This study was conducted across several cities and municipalities within Belgium. More than 600 students from school years 3 to 6 completed the platform and of these more than 200 students filled in a comprehensive questionnaire providing detailed feedback on platform usability, preferences, and behavioral risk assessments. The results revealed shortcomings in traffic knowledge and skills, particularly among older students. Gender-based analysis indicated no significant performance differences overall, though females performed better in risk management and males in risk detection. Furthermore, students from cities outperformed those from municipalities. Feedback on the R2S platform indicated high usability and engagement, with VR-based simulations receiving the most positive reception. In addition, it was highlighted that secondary school students are high-risk groups for distraction and red-light violations as cyclists and pedestrians. This study demonstrates the importance of gamified, technology-enhanced road safety education while underscoring the need for module-specific improvements and regional customization. The findings support the broader application of e-learning methodologies for sustainable, behavior-oriented traffic safety education targeting adolescents. Full article
(This article belongs to the Special Issue Technology Enhanced and Mobile Learning: Innovations and Applications)
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17 pages, 1561 KB  
Article
The Importance of Campus Walkability for Academic Performance
by Haiming Wang, Zhehao Zhang, Jieli Sui and Wei Zhang
Buildings 2025, 15(11), 1934; https://doi.org/10.3390/buildings15111934 - 3 Jun 2025
Viewed by 931
Abstract
While campus-built environments constitute critical determinants of educational outcomes, empirical research remains scarce regarding how campus pedestrian-oriented design influences academic performance through underlying psycho-behavioral pathways. To address this research gap, we collected research data through a questionnaire survey conducted at a university in [...] Read more.
While campus-built environments constitute critical determinants of educational outcomes, empirical research remains scarce regarding how campus pedestrian-oriented design influences academic performance through underlying psycho-behavioral pathways. To address this research gap, we collected research data through a questionnaire survey conducted at a university in Yantai, China, and applied path analysis within structural equation modeling (SEM) to investigate the linkage of perceived campus walkability with academic performance and untangle the mediating effects of walking activity, social capital, and mental health on this linkage. Key findings revealed that perceived campus walkability exerts a significant total effect on academic performance only through its indirect effect. Social capital and mental health significantly mediate the relationship between perceived campus walkability and academic performance, while walking activity has a marginal impact on this relationship. Moreover, grades significantly promote academic performance, while BMI significantly inhibits academic performance. Targeted interventions to enhance academic performance were proposed when translating findings into design protocols. Full article
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24 pages, 5336 KB  
Article
Influence of High-Density Community Spaces on the Walking Activity of Older Adults: A Case Study of Macau Peninsula
by Xiangyu Chen, Ning Wang and Hua Tang
Buildings 2025, 15(9), 1505; https://doi.org/10.3390/buildings15091505 - 30 Apr 2025
Cited by 1 | Viewed by 1102
Abstract
Macau’s aging communities face growing challenges in meeting the needs of older residents due to rising population density and extremely limited land resources. The concentration of outdated residential buildings—home to a substantial older adult population—exacerbates issues related to age-associated physical decline. For seniors [...] Read more.
Macau’s aging communities face growing challenges in meeting the needs of older residents due to rising population density and extremely limited land resources. The concentration of outdated residential buildings—home to a substantial older adult population—exacerbates issues related to age-associated physical decline. For seniors who prefer familiar environments, the spatial constraints inherent in these densely built urban areas increasingly conflict with their specific gerontological needs, indicating the urgent need for urban renewal. This study employs a multi-methodological framework to examine aging populations in Macau’s high-density urban contexts. In Phase I, questionnaire surveys combined with SPSS 26.0-based cluster analysis are employed to (1) stratify older adults according to walking behavior patterns; (2) identify subgroup-specific needs and (3) establish key demographic correlates. Based on the socio-ecological framework, Phase II implements spatial analytics through ArcGIS demarcation of pedestrian catchment areas. This phase further integrates point-of-interest (POI) distribution analysis with space syntax-derived axial map evaluations to formulate typological mobility guidelines for different age cohorts. This study outlines the community walking space requirements of older adults in Macau and explores the influence of high-density community spaces on older adults. A practical evaluation method is proposed to assess age-friendly features of urban pathways, identifying the key environmental factors and their respective impacts. These preliminary findings may inform basic planning principles and adaptive design approaches for older adult-oriented pedestrian spaces. Full article
(This article belongs to the Section Architectural Design, Urban Science, and Real Estate)
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17 pages, 2771 KB  
Article
Unveiling Travel Patterns and Challenges Considering Mixed Land Use and User Behavior in an Indian City
by Nikita Soni, Khyati Gulati Tewari, Saeideh Sobhaninia and Deepak Amaripadath
Urban Sci. 2024, 8(4), 249; https://doi.org/10.3390/urbansci8040249 - 10 Dec 2024
Cited by 3 | Viewed by 1849
Abstract
Transportation and land use are inextricably linked. Travel patterns are influenced by the location, design of new developments, and users’ behavior. In many Tier II cities in India where rapid transit systems are unavailable, such as Vadodara, spatial and transportation planning lack integration [...] Read more.
Transportation and land use are inextricably linked. Travel patterns are influenced by the location, design of new developments, and users’ behavior. In many Tier II cities in India where rapid transit systems are unavailable, such as Vadodara, spatial and transportation planning lack integration with land use. This disconnect neglects user behavior and travel needs, resulting in congestion and pollution as ongoing, reactive challenges rather than being addressed through sustainable and proactive solutions. This research used a triangulation approach incorporating literature analysis, questionnaire surveys, and field observations to enhance the robustness of the results. After a comprehensive analysis, findings were derived from the user behavior, traffic patterns, and field observations for mixed land use. The study revealed a heavy reliance on private vehicles for work trips (53%) despite low satisfaction with sustainable transport options (average rating of 2.8 out of 5). Infrastructure issues, such as disorganized parking and pedestrian safety concerns, exacerbate congestion and pollution. This study recommends a Comprehensive Mobility Plan (C.M.P.) and a land use and transport integration (LUTI) cell to address these issues and promote sustainability. Future research should explore comparative studies, socioeconomic factors, and legal frameworks for sustainable development. Full article
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13 pages, 667 KB  
Article
On the Road Safety: Gender Differences in Risk-Taking Driving Behaviors Among Seniors Aged 65 and Older
by Pierluigi Cordellieri, Laura Piccardi, Marco Giancola, Anna Maria Giannini and Raffaella Nori
Geriatrics 2024, 9(5), 136; https://doi.org/10.3390/geriatrics9050136 - 21 Oct 2024
Viewed by 4202
Abstract
Background/Objectives: Life expectancies have increased in most countries, leading to a higher accident rate among older drivers than their younger counterparts. While numerous studies have analyzed the decline in cognitive abilities and physical limitations as contributing factors, there are other considerations. For [...] Read more.
Background/Objectives: Life expectancies have increased in most countries, leading to a higher accident rate among older drivers than their younger counterparts. While numerous studies have analyzed the decline in cognitive abilities and physical limitations as contributing factors, there are other considerations. For instance, younger male drivers tend to take more risks than younger female drivers. However, there is a lack of research and evidence regarding the role of gender in risk-taking among individuals over 65. Given this gap, our current study aims to investigate the relationship between gender and risk propensity in this particular age group. The primary goal was to determine if driving experience affects the gender gap in risk attitude; Methods: We studied risk behavior in both car drivers and pedestrians. Our sample included 200 individuals (101 women), all over 65, with the same weekly driving times. After a brief demographic and anamnestic interview, they completed the Driver Road Risk Perception Scale (DRPS) and the Pedestrian Behavior Appropriateness Perception Scale (PBAS) questionnaires. They also provided information about traffic violations and road crashes; Results: Our research revealed that older male drivers continue to tend to risky behavior, highlighting the need for targeted interventions to improve risk awareness, especially among older men; Conclusions: Our findings suggest that road safety messages should specifically target male drivers as they are less likely to view responsible driving actions, such as observing speed limits, as desirable. Full article
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10 pages, 675 KB  
Article
Individually Perceived Parameters of Residential Infrastructure and Their Relationship with Cardiovascular Risk Factors
by Tatiana A. Mulerova, Timur F. Gaziev, Evgeny D. Bazdyrev, Elena V. Indukaeva, Olga V. Nakhratova, Daria P. Tsygankova, Galina V. Artamonova and Olga L. Barbarash
Healthcare 2024, 12(19), 2004; https://doi.org/10.3390/healthcare12192004 - 7 Oct 2024
Cited by 1 | Viewed by 1024
Abstract
In modern medicine, studies devoted to the assessment of the parameters of residential infrastructure and the population’s attitude towards them have become quite large-scale. Objectives: The aim of the study was to establish associations between individually perceived parameters of residential infrastructure and the [...] Read more.
In modern medicine, studies devoted to the assessment of the parameters of residential infrastructure and the population’s attitude towards them have become quite large-scale. Objectives: The aim of the study was to establish associations between individually perceived parameters of residential infrastructure and the main modifiable cardiovascular risk factors (hypertension, obesity, lipid and carbohydrate metabolism disorders) in one of the subjects of the Russian Federation. Methods: The epidemiological study “Study of the influence of social factors on chronic non-communicable diseases” started in 2015 and ended in 2023. The sample was formed by using the stratification method based on the assignment to a medical organization. The study included 1598 respondents aged 35 to 70 years (491 rural residents). The study of infrastructure parameters was conducted based on the subjective opinions of respondents using the neighborhood environment walkability scale (NEWS) questionnaire, divided into eight scales. Logistic regression analysis was used to identify associations between infrastructure parameters and cardiovascular risk factors; the odds ratio (OR) and 95% confidence interval were evaluated. Results: Individually perceived infrastructure parameters of the scale B, reflecting the accessibility of infrastructure facilities, were associated with hypertension [OR = 1.33], obesity [OR = 1.40], and abdominal obesity [OR = 1.59]. Elements of the social infrastructure of the scale C, describing the streets in the residential area, increased the likelihood of developing obesity [OR = 1.42] and visceral obesity [OR = 1.43]. The characteristics of the residential area, represented by the scale D that evaluates pedestrian infrastructure, were associated with all major cardiovascular risk factors (hypertension [OR = 1.65], obesity [OR = 1.62] and abdominal obesity [OR = 1.82], and disorders of lipid [OR = 1.41] and carbohydrate metabolism [OR = 1.44]). Conclusion: Social factors represented by various aspects of infrastructure have become important criteria for determining cardiovascular health. Environmental conditions affect cardiovascular risk factors through behavioral patterns that shape the respondent’s lifestyle. Interventions in urban planning—increasing accessibility to infrastructure facilities for the population, developing a pedestrian-friendly urban environment, improving physical activity resources in areas, planning recreation areas, and landscaping—can become the most important concept for the prevention of cardiovascular diseases. Full article
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29 pages, 27855 KB  
Article
The Influence of Urban Design Performance on Walkability in Cultural Heritage Sites of Isfahan, Iran
by Hessameddin Maniei, Reza Askarizad, Maryam Pourzakarya and Dietwald Gruehn
Land 2024, 13(9), 1523; https://doi.org/10.3390/land13091523 - 19 Sep 2024
Cited by 5 | Viewed by 5724
Abstract
This research explores the impact of urban design performance qualities on pedestrian behavior in a cultural heritage site designated by UNESCO. The study employs a multi-method approach, including a questionnaire survey, empirical observation of pedestrian activities, and empirical axial line and visibility graph [...] Read more.
This research explores the impact of urban design performance qualities on pedestrian behavior in a cultural heritage site designated by UNESCO. The study employs a multi-method approach, including a questionnaire survey, empirical observation of pedestrian activities, and empirical axial line and visibility graph analysis using the space syntax technique. The first part of the study involved a questionnaire formatted as a polling sheet to gather expert assessments of spatial performance measures. The second part used a pilot survey to capture the perspectives of end users regarding the study’s objectives and their perceptions of the site. Pedestrian flow was observed using a technique called “gate counts”, with observations recorded as video clips during specific morning and afternoon periods across three pedestrian zones. The study also examined the behavioral patterns of pedestrians, including their movement patterns. Finally, the ArcGIS 10.3.1 software was employed to evaluate the reliability of the results. The main finding of this research is that pedestrian behavior and walkability in the historical areas are significantly influenced by landmark integration, wayfinding behavior, and the socio-economic functions of heritage sites. This study highlights the importance of using cognitive and syntactic analysis, community engagement, and historical preservation to enhance walkability, accessibility, and social interaction in heritage contexts. In addition, it identifies the need for improvements in urban design to address inconsistencies between syntactic maps and actual pedestrian flow, emphasizing the role of imageability and the impact of environmental and aesthetic factors on pedestrian movement. This research provides valuable insights for urban designers and planners, environmental psychologists, architects, and policymakers by highlighting the key elements that make urban spaces walkable, aiming to enhance the quality of public spaces. Full article
(This article belongs to the Special Issue Urban Landscape Transformation vs. Heritage)
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26 pages, 43149 KB  
Article
Predicting and Optimizing Restorativeness in Campus Pedestrian Spaces based on Vision Using Machine Learning and Deep Learning
by Kuntong Huang, Taiyang Wang, Xueshun Li, Ruinan Zhang and Yu Dong
Land 2024, 13(8), 1308; https://doi.org/10.3390/land13081308 - 18 Aug 2024
Cited by 1 | Viewed by 2022
Abstract
Restoring campus pedestrian spaces is vital for enhancing college students’ mental well-being. This study objectively and thoroughly proposed a reference for the optimization of restorative campus pedestrian spaces that are conducive to the mental health of students. Eye-tracking technology was employed to examine [...] Read more.
Restoring campus pedestrian spaces is vital for enhancing college students’ mental well-being. This study objectively and thoroughly proposed a reference for the optimization of restorative campus pedestrian spaces that are conducive to the mental health of students. Eye-tracking technology was employed to examine gaze behaviors in these landscapes, while a Semantic Difference questionnaire identified key environmental factors influencing the restorative state. Additionally, this study validated the use of virtual reality (VR) technology for this research domain. Building height difference (HDB), tree height (HT), shrub area (AS), ground hue (HG), and ground texture (TG) correlated significantly with the restorative state (ΔS). VR simulations with various environmental parameters were utilized to elucidate the impact of these five factors on ΔS. Subsequently, machine learning models were developed and assessed using a genetic algorithm to refine the optimal restorative design range of campus pedestrian spaces. The results of this study are intended to help improve students’ attentional recovery and to provide methods and references for students to create more restorative campus environments designed to improve their mental health and academic performance. Full article
(This article belongs to the Section Land Planning and Landscape Architecture)
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12 pages, 2101 KB  
Article
Using the MAPS-Global Audit Tool to Assess the Influence of Microscale Built-Environment Attributes Related to Physical Activity and Sedentary Behavior in Spanish Youth
by Marta Terrón-Pérez, Javier Molina-García, Elena Santainés-Borredá, Isaac Estevan and Ana Queralt
Safety 2024, 10(3), 73; https://doi.org/10.3390/safety10030073 - 14 Aug 2024
Viewed by 1739
Abstract
Environmental factors have been identified as having a direct relationship with physical activity (PA) and sedentary behavior. The main aim of this study was to investigate the relationship between microscale built-environment attributes and the levels of PA and sedentary behavior in young people. [...] Read more.
Environmental factors have been identified as having a direct relationship with physical activity (PA) and sedentary behavior. The main aim of this study was to investigate the relationship between microscale built-environment attributes and the levels of PA and sedentary behavior in young people. This study included 465 adolescents (55% girls) between 14 and 18 years from Valencia, Spain. Accelerometers and self-reported questionnaires were used to measure PA, including active commuting, and sedentary behavior, and the MAPS (Microscale Audit of Pedestrian Streetscapes)-Global tool was used for microscale variables. Mixed-effects regression models were used for data analysis. Higher levels of moderate-to-vigorous activity were identified when more positive elements were found in the street characteristics. Greater active commuting in the neighborhood had a positive relationship not only with more positive elements of land use and destinations but also with the overall score of the MAPS-Global tool. The sedentary levels were higher when higher levels of negative aesthetics and social characteristics were identified, and the participants were less sedentary when more bike facilities were observed. The main results of this study provide us with evidence of the relationship between the microscale variables of the built environment and both PA and sedentary behavior. Full article
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25 pages, 3835 KB  
Article
Shared eHMI: Bridging Human–Machine Understanding in Autonomous Wheelchair Navigation
by Xiaochen Zhang, Ziyang Song, Qianbo Huang, Ziyi Pan, Wujing Li, Ruining Gong and Bi Zhao
Appl. Sci. 2024, 14(1), 463; https://doi.org/10.3390/app14010463 - 4 Jan 2024
Cited by 6 | Viewed by 3823
Abstract
As automated driving system (ADS) technology is adopted in wheelchairs, clarity on the vehicle’s imminent path becomes essential for both users and pedestrians. For users, understanding the imminent path helps mitigate anxiety and facilitates real-time adjustments. For pedestrians, this insight aids in predicting [...] Read more.
As automated driving system (ADS) technology is adopted in wheelchairs, clarity on the vehicle’s imminent path becomes essential for both users and pedestrians. For users, understanding the imminent path helps mitigate anxiety and facilitates real-time adjustments. For pedestrians, this insight aids in predicting their next move when near the wheelchair. This study introduces an on-ground projection-based shared eHMI approach for autonomous wheelchairs. By visualizing imminent motion intentions on the ground by integrating real and virtual elements, the approach quickly clarifies wheelchair behaviors for all parties, promoting proactive measures to reduce collision risks and ensure smooth wheelchair driving. To explore the practical application of the shared eHMI, a user interface was designed and incorporated into an autonomous wheelchair simulation platform. An observation-based pilot study was conducted with both experienced wheelchair users and pedestrians using structured questionnaires to assess the usability, user experience, and social acceptance of this interaction. The results indicate that the proposed shared eHMI offers clearer motion intentions display and appeal, emphasizing its potential contribution to the field. Future work should focus on improving visibility, practicality, safety, and trust in autonomous wheelchair interactions. Full article
(This article belongs to the Special Issue New Insights into Human-Computer Interaction)
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17 pages, 1441 KB  
Article
Evaluating Tunnel Users’ Literacy on Expressway Tunnel Fire Safety: Questionnaire Analysis and Policy Decisions
by Ying Li, Dingli Liu, Hong Jiang, Shanbin Chen, Weijun Liu, Sicheng Zhu, Jingya Wang and Tian Zhou
Fire 2023, 6(12), 458; https://doi.org/10.3390/fire6120458 - 30 Nov 2023
Cited by 2 | Viewed by 2379
Abstract
The number of tunnel fire accidents has increased with the scale of expressway tunnel construction and traffic flow. Due to the severity of tunnel fires, improving tunnel fire safety and reducing fire accident hazards has become a societal concern. It is essential to [...] Read more.
The number of tunnel fire accidents has increased with the scale of expressway tunnel construction and traffic flow. Due to the severity of tunnel fires, improving tunnel fire safety and reducing fire accident hazards has become a societal concern. It is essential to explore and evaluate tunnel fire safety literacy among the population. In this study, an online and on-site questionnaire survey was conducted in Hunan Province, China. A total of 1990 questionnaires were collected, of which 1573 were valid. Overall statistical analysis, descriptive statistics, and correlation analysis were performed on valid questionnaires. The results show that the overall level score rate of awareness of drivers and passengers regarding tunnel fire safety was only 0.43. In total, 58.42% of people were unaware of the pedestrian cross passages in expressway tunnels, and 68.40% were unable to recognize them. Similarly, 46.47% of people were unable to recognize evacuation signs in expressway tunnels. In addition, 39.29% of people chose the wrong evacuation behavior. The percentage of people who were aware of the correct usage of firefighting facilities in expressway tunnels was below 50.00%. Correlation analysis results show that tunnel users’ demographic characteristics significantly affected their cognition of expressway tunnel escape methods. This study shows that tunnel users’ emergency escape knowledge regarding tunnels is relatively low. Corresponding countermeasures were proposed to guide policy decisions for enhancing tunnel fire safety. Full article
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