Fangfang Liu
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Fangfang Liu has a total of 45 co-authors. Here are the top co-authors by number of shared publications:
- Jian Kang
Institute for Environmental Design and Engineering, The Bartlett, University College London, London, UK
12 shared publications - Yue Wu
Harbin Institute of Technology
6 shared publications - Qi Meng
Harbin Institute of Technology
5 shared publications Yue Wu
5 shared publicationsDa Yang
Heilongjiang Cold Region Architectural Science Key Laboratory, School of Architecture, Harbin Institute of Technology, Harbin, PR China
2 shared publicationsYongzeng Xue
2 shared publications
Latest Publications
- 10 November 2026
- Published by Springer Nature in Fire Technology
- Vol. 63 (1)
Fuzzy Comprehensive Evaluation Method on the Readability of Emergency Evacuation Signage in Gymnasiums
- 10 November 2026
- Published by Springer Nature in Fire Technology
- Vol. 63 (1)
Fuzzy Comprehensive Evaluation Method on the Readability of Emergency Evacuation Signage in Gymnasiums
- Open Access
- 25 August 2026
- Published by Taylor & Francis in The Journal of Architecture
- p. 1-38
Spatial cognition in hospital buildings for different types of visual impairment: a framework based on Grounded Theory
According to data published by the World Health Organization, 2.2 billion individuals have visual impairment, which significantly influences their cognitive perception of their surroundings.1 In re...
- 25 August 2026
- Published by Taylor & Francis in The Journal of Architecture
- p. 1-38
Open AccessSpatial cognition in hospital buildings for different types of visual impairment: a framework based on Grounded Theory
According to data published by the World Health Organization, 2.2 billion individuals have visual impairment, which significantly influences their cognitive perception of their surroundings.1 In re...
- 19 May 2026
- Published by Elsevier in Building and Environment
- Vol. 302
What kind of audiovisual environment makes passengers experience travel well-being in high-speed railway stations?
- 19 May 2026
- Published by Elsevier in Building and Environment
- Vol. 302
What kind of audiovisual environment makes passengers experience travel well-being in high-speed railway stations?
- 16 July 2025
- Published by SAGE Publications in HERD: Health Environments Research & Design Journal
- Vol. 18 (4) , 164-179
Quantifying Environmental Priorities: A Weighted Model for Doctors’ Workspaces Design
Background: Doctors often face heavy workloads and high-stress levels. Optimizing their workspaces can enhance emotional well-being, increase satisfaction, and improve healthcare outcomes. Currently, no theoretical framework exists for such spatial optimization, necessitating the exploration of key elements and interactions within the typical workspaces for doctors. Objectives: In this study, we focused on typical workplaces for doctors to identify the factors within these spaces that influence emotional regulation, assess their effectiveness, and establish an evaluation framework. Methods: Semi-structured interviews were conducted with 30 medical experts, followed by qualitative thematic analysis to construct a clustering model. Subsequently, we identified the key categories to construct the Analytic Hierarchy Process model. We invited 10 medical experts and 10 architectural design experts to evaluate the importance of these factors using a judgment matrix approach. Results: The clustering model for emotional regulation included six dimensions: individual characteristics, spatial dimensions, physical aspects, decorative elements, atmosphere, and emotional expressions. The model identified four primary categories (spatial dimensions, physical aspects, decorative elements, and atmosphere) and assessed their relative weights. Conclusions: In this study, we identified key factors influencing doctors’ emotional regulation and established a clustering model. The evaluation model and importance weights of different factors provide effective recommendations for optimizing doctors’ workspaces and enhancing their work environments theoretically and practically.
- 16 July 2025
- Published by SAGE Publications in HERD: Health Environments Research & Design Journal
- Vol. 18 (4) , 164-179
Quantifying Environmental Priorities: A Weighted Model for Doctors’ Workspaces Design
Background: Doctors often face heavy workloads and high-stress levels. Optimizing their workspaces can enhance emotional well-being, increase satisfaction, and improve healthcare outcomes. Currently, no theoretical framework exists for such spatial optimization, necessitating the exploration of key elements and interactions within the typical workspaces for doctors. Objectives: In this study, we focused on typical workplaces for doctors to identify the factors within these spaces that influence emotional regulation, assess their effectiveness, and establish an evaluation framework. Methods: Semi-structured interviews were conducted with 30 medical experts, followed by qualitative thematic analysis to construct a clustering model. Subsequently, we identified the key categories to construct the Analytic Hierarchy Process model. We invited 10 medical experts and 10 architectural design experts to evaluate the importance of these factors using a judgment matrix approach. Results: The clustering model for emotional regulation included six dimensions: individual characteristics, spatial dimensions, physical aspects, decorative elements, atmosphere, and emotional expressions. The model identified four primary categories (spatial dimensions, physical aspects, decorative elements, and atmosphere) and assessed their relative weights. Conclusions: In this study, we identified key factors influencing doctors’ emotional regulation and established a clustering model. The evaluation model and importance weights of different factors provide effective recommendations for optimizing doctors’ workspaces and enhancing their work environments theoretically and practically.
- Open Access
- 24 February 2025
- Published by MDPI AG in Behavioral Sciences
- Vol. 15 (3) , 262
Understanding the Nexus Between Anxiety and Acoustic Perception in University Students: A Quasi-Experimental Study During Pandemic-Induced Lockdown
Anxiety significantly impacts the well-being of university students. This study employs the pandemic-induced lockdown as a quasi-experimental situation to examine university students’ perceptions of the acoustic environment and anxiety levels, further investigating the potential correlation between these two variables. An online questionnaire survey was conducted with 250 respondents from seven cities, across nine universities in China, encompassing both high- and low-risk areas concerning the pandemic. In addition, acoustic assessments at three selected sites on the campus were conducted. The results indicate that respondents reported an increase in the perception of indoor noise, particularly voices and instrumental sounds. Concurrently, the sound pressure levels during lockdown were generally lower, resulting in a quieter outdoor acoustic environment. A total of 54% of the respondents reported experiencing anxiety symptoms during this period, and those perceiving changes in the acoustic environment exhibiting higher levels of anxiety. A significant correlation was observed between the acoustic perception and anxiety levels. Overall acoustic satisfaction was negatively correlated with anxiety levels, with this correlation being more pronounced in groups prone to anxiety, such as women. Furthermore, the loudness of the most prominently perceived sound was positively correlated with anxiety levels, with this correlation being stronger in groups less prone to anxiety, such as men. Respondents showed a high level of tolerance for social/communal sounds, voices and instrumental sounds. Conversely, natural and electromechanical sounds were correlated with higher anxiety levels. These findings provide valuable insights for mitigating anxiety through the manipulation of the acoustic environment.
- 24 February 2025
- Published by MDPI AG in Behavioral Sciences
- Vol. 15 (3) , 262
Open AccessUnderstanding the Nexus Between Anxiety and Acoustic Perception in University Students: A Quasi-Experimental Study During Pandemic-Induced Lockdown
Anxiety significantly impacts the well-being of university students. This study employs the pandemic-induced lockdown as a quasi-experimental situation to examine university students’ perceptions of the acoustic environment and anxiety levels, further investigating the potential correlation between these two variables. An online questionnaire survey was conducted with 250 respondents from seven cities, across nine universities in China, encompassing both high- and low-risk areas concerning the pandemic. In addition, acoustic assessments at three selected sites on the campus were conducted. The results indicate that respondents reported an increase in the perception of indoor noise, particularly voices and instrumental sounds. Concurrently, the sound pressure levels during lockdown were generally lower, resulting in a quieter outdoor acoustic environment. A total of 54% of the respondents reported experiencing anxiety symptoms during this period, and those perceiving changes in the acoustic environment exhibiting higher levels of anxiety. A significant correlation was observed between the acoustic perception and anxiety levels. Overall acoustic satisfaction was negatively correlated with anxiety levels, with this correlation being more pronounced in groups prone to anxiety, such as women. Furthermore, the loudness of the most prominently perceived sound was positively correlated with anxiety levels, with this correlation being stronger in groups less prone to anxiety, such as men. Respondents showed a high level of tolerance for social/communal sounds, voices and instrumental sounds. Conversely, natural and electromechanical sounds were correlated with higher anxiety levels. These findings provide valuable insights for mitigating anxiety through the manipulation of the acoustic environment.
- 3 September 2024
- Published by Elsevier in Applied Acoustics
- Vol. 227
Effects of acoustic environment on sleep and mental health in residential regions near railways
- 3 September 2024
- Published by Elsevier in Applied Acoustics
- Vol. 227
Effects of acoustic environment on sleep and mental health in residential regions near railways
- 10 July 2024
- Published by Elsevier in Health & Place
- Vol. 89, 103310
Residential quality, physical activity, and restorative perceptions: A seasonal longitudinal study
- 10 July 2024
- Published by Elsevier in Health & Place
- Vol. 89, 103310
Residential quality, physical activity, and restorative perceptions: A seasonal longitudinal study
- 6 February 2024
- Published by Elsevier in Applied Acoustics
- Vol. 218
Assessing the audio-visual environment at the Great Wall of China: Impacts on visitor satisfaction and restoration
- 6 February 2024
- Published by Elsevier in Applied Acoustics
- Vol. 218
Assessing the audio-visual environment at the Great Wall of China: Impacts on visitor satisfaction and restoration
- Open Access
- 11 December 2023
- Published by Frontiers Media SA in Frontiers in Psychology
- Vol. 14, 1340207
Editorial: Soundscape, well-being and mental health during/after the COVID-19 pandemic
Editorial: Soundscape, well-being and mental health during/after the COVID-19 pandemic
- 11 December 2023
- Published by Frontiers Media SA in Frontiers in Psychology
- Vol. 14, 1340207
Open AccessEditorial: Soundscape, well-being and mental health during/after the COVID-19 pandemic
Editorial: Soundscape, well-being and mental health during/after the COVID-19 pandemic
- Open Access
- 25 November 2023
- Published by Springer Nature in Humanities and Social Sciences Communications
- Vol. 10 (1) , 1-17
Visual attention predictive model of built colonial heritage based on visual behaviour and subjective evaluation
Although physiological measurements, subjective evaluation and other methods have been applied to visual attention research, architects still lack a systematic quantitative classification method when assessing the visual attention to built colonial heritage. This study aimed to investigate the relationship between people’s visual behaviour and subjective evaluation when observing built colonial heritage and to construct a prediction model based on eye-movement metrics and subjective evaluation indicators to distinguish the visual attention to built colonial heritage. This study recorded data from 54 participants while observing five scenes of built colonial heritage, and the results showed that participants had different visual behaviours and subjective evaluations when viewing built colonial heritage in different scenes. And visual attention to built colonial heritage was negatively correlated with the average saccades peak velocity and average saccades amplitude and positively correlated with the average pupil diameter; visual attention was correlated with 12 subjective evaluation indicators. The eye-movement metrics and subjective evaluation indicators with correlation to visual attention were used as input variables to construct a prediction model of visual attention to built colonial heritage based on the BP neural network. Different built colonial heritage’s low, middle and high visual attention were identified with high accuracy (74.46%). This quantitative method can help architects to measure the visual attention to built colonial heritage to develop conservation and renewal strategies.
- 25 November 2023
- Published by Springer Nature in Humanities and Social Sciences Communications
- Vol. 10 (1) , 1-17
Open AccessVisual attention predictive model of built colonial heritage based on visual behaviour and subjective evaluation
Although physiological measurements, subjective evaluation and other methods have been applied to visual attention research, architects still lack a systematic quantitative classification method when assessing the visual attention to built colonial heritage. This study aimed to investigate the relationship between people’s visual behaviour and subjective evaluation when observing built colonial heritage and to construct a prediction model based on eye-movement metrics and subjective evaluation indicators to distinguish the visual attention to built colonial heritage. This study recorded data from 54 participants while observing five scenes of built colonial heritage, and the results showed that participants had different visual behaviours and subjective evaluations when viewing built colonial heritage in different scenes. And visual attention to built colonial heritage was negatively correlated with the average saccades peak velocity and average saccades amplitude and positively correlated with the average pupil diameter; visual attention was correlated with 12 subjective evaluation indicators. The eye-movement metrics and subjective evaluation indicators with correlation to visual attention were used as input variables to construct a prediction model of visual attention to built colonial heritage based on the BP neural network. Different built colonial heritage’s low, middle and high visual attention were identified with high accuracy (74.46%). This quantitative method can help architects to measure the visual attention to built colonial heritage to develop conservation and renewal strategies.