Visual attention as a complementary indicator of social carrying capacity in parks and protected areas

Assessing carrying capacity has been an essential and challenging issue for parks and protected areas. Traditional indicators such as people at one time (PAOT) and people per view (PPV) focus on density of use while providing limited insight into how encounters are perceptually experienced by visitors. This study addresses this gap by a two-stage approach: (1) a methodological scoping review of social carrying capacity research, and (2) an empirical investigation that introduces visual attention as a complementary indicator within the Indicators and Standards of Quality framework and tests it across different types of recreation settings using eye-tracking analytics. Results from the scoping review indicate that although visual and digital approaches have been widely adopted in social carrying capacity assessment, very few studies have incorporated visual or physiological response measures. The eye-tracking analysis results show that increasing encounter levels consistently disrupted visual engagement with environmental elements, manifested by longer fixation duration on people, shifts in first gaze toward social stimuli, fragmented scan paths, and reduced attentional coherence. These results indicate that visual attention thresholds can serve as complementary benchmarks for traditional standards of quality guided by normative theory. In addition, this study proposes an integrated physical-perceptual-prescriptive measurement framework in which visual attention indicators supplement PAOT and PPV to inform adaptive management. The findings enhance the transferability and transparency of the social carrying capacity framework and reveal how attention-based metrics can support impact-oriented and context-specific visitor use management across diverse recreation settings.

Authors

Institutions

Publication Details

Journal
Journal of Outdoor Recreation and Tourism
Published
2026-09-12
DOI
https://doi.org/10.1016/j.jort.2026.101112
Primary Topic
Urban Green Space and Health
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Visual attention as a complementary indicator of social carrying capacity in parks and protected areas

Peizhe Li, Xiao Xiao, Qizheng Hu, Megha Budruk
Journal of Outdoor Recreation and Tourism
Urban Green Space and Health
article

Visual attention as a complementary indicator of social carrying capacity in parks and protected areas

Peizhe Li, Xiao Xiao, Qizheng Hu, Megha Budruk
article en

Abstract

Assessing carrying capacity has been an essential and challenging issue for parks and protected areas. Traditional indicators such as people at one time (PAOT) and people per view (PPV) focus on density of use while providing limited insight into how encounters are perceptually experienced by visitors. This study addresses this gap by a two-stage approach: (1) a methodological scoping review of social carrying capacity research, and (2) an empirical investigation that introduces visual attention as a complementary indicator within the Indicators and Standards of Quality framework and tests it across different types of recreation settings using eye-tracking analytics. Results from the scoping review indicate that although visual and digital approaches have been widely adopted in social carrying capacity assessment, very few studies have incorporated visual or physiological response measures. The eye-tracking analysis results show that increasing encounter levels consistently disrupted visual engagement with environmental elements, manifested by longer fixation duration on people, shifts in first gaze toward social stimuli, fragmented scan paths, and reduced attentional coherence. These results indicate that visual attention thresholds can serve as complementary benchmarks for traditional standards of quality guided by normative theory. In addition, this study proposes an integrated physical-perceptual-prescriptive measurement framework in which visual attention indicators supplement PAOT and PPV to inform adaptive management. The findings enhance the transferability and transparency of the social carrying capacity framework and reveal how attention-based metrics can support impact-oriented and context-specific visitor use management across diverse recreation settings.

Journal of Outdoor Recreation and TourismVol. 56
North Carolina State University (US), Hainan University (CN), Arizona State University (US)
Openalex Percentile: Top 11%
Urban Green Space and Health
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.