Gulhan Doga, Bahrami Bahador, Deroy Ophelia
Department of Psychology, Royal Holloway, University of London, London, United Kingdom.
Faculty of General Psychology and Education, Ludwig Maximilian University of Munich, München, Germany.
PLoS One. 2025 Jan 10;20(1):e0316909. doi: 10.1371/journal.pone.0316909. eCollection 2025.
Many visualisations used in the climate communication field aim to present the scientific models of climate change to the public. However, relatively little research has been conducted on how such data are visually processed, particularly from a behavioural science perspective. This study examines trends in visual attention to climate change predictions in world maps using mobile eye-tracking while participants engage with the visualisations. Our primary aim is to assess engagement with the maps, as indicated by gaze metrics. Secondary analyses assess whether social context (as social viewing compared to solitary viewing) affects these trends, the relationship between projection types and visual attention, compare gaze metrics between scientific map and artwork viewing, and explore correlations between self-reported climate anxiety scores and attention patterns. We employed wearable, head-mounted eye-tracking to collect data in relatively naturalistic conditions, aiming to enhance ecological validity. In this research, participants engaged with ten world maps displaying near- and far-term climate projections across five data categories, adapted from the online interactive atlas provided by the International Panel on Climate Change (IPCC). To compare scientific information processing with aesthetic perception, participants also viewed two large-scale artworks. Responses to the Climate Change Anxiety Scale (CCAS) were also collected. Participants viewed the displays alone (single-viewing condition, N = 35) or together with a partner (paired-viewing condition, N = 12). Results revealed that the upper parts of the maps, particularly the continental Europe, received significant attention, suggesting a Euro-centric bias in viewing patterns. Spatial gaze patterns were similar between single and paired conditions, indicating that the visual attributes of the maps predominantly shaped attention locations. Although dwell times were comparable, the paired condition showed higher fixation counts, shorter average fixation durations, and longer scanpaths, suggesting a potentially dissociable viewing strategy and more exploratory viewing patterns influenced by social interaction. No substantial differences were observed in attention across projection timeframes or types, although individual variations were noted. Artwork viewing exhibited notably shorter average fixation durations compared to climate map viewing, potentially reflecting different visual engagement styles. Despite positive linear correlations among the four CCAS subscales, there was no apparent correlation between CCAS scores and main gaze metrics, indicating a lack of a direct relationship between self-reported anxiety and gaze behaviour. In summary, visual attention to climate change visualisations appears to be mainly influenced by the inherent visual attributes of the maps, but the social context may subtly influence visual attention. Additionally, the comparison with aesthetic viewing highlights relatively distinct attentional patterns in scientific versus aesthetic engagements.
气候传播领域中使用的许多可视化手段旨在向公众展示气候变化的科学模型。然而,关于此类数据如何进行视觉处理的研究相对较少,尤其是从行为科学的角度。本研究利用移动眼动追踪技术,在参与者与可视化内容互动时,考察世界地图中对气候变化预测的视觉关注趋势。我们的主要目的是根据注视指标评估对地图的参与度。二级分析评估社会背景(与独自观看相比的社交观看)是否会影响这些趋势、投影类型与视觉关注之间的关系、比较科学地图与艺术作品观看时的注视指标,并探索自我报告的气候焦虑得分与关注模式之间的相关性。我们采用可穿戴式头戴式眼动追踪设备在相对自然的条件下收集数据,旨在提高生态效度。在本研究中,参与者观看了十幅世界地图,这些地图展示了来自五个数据类别的近期和远期气候预测,改编自政府间气候变化专门委员会(IPCC)提供的在线互动地图集。为了将科学信息处理与审美感知进行比较,参与者还观看了两件大型艺术作品。同时收集了对气候变化焦虑量表(CCAS)的回答。参与者独自观看展示内容(单看条件,N = 35)或与同伴一起观看(配对观看条件,N = 12)。结果显示,地图的上部,特别是欧洲大陆,受到了显著关注,这表明观看模式存在以欧洲为中心的偏向。单看和配对条件下的空间注视模式相似,表明地图的视觉属性主要决定了关注位置。虽然注视时间相当,但配对条件下的注视次数更多、平均注视持续时间更短、扫描路径更长,这表明社交互动可能会影响观看策略,产生更具探索性的观看模式。在不同投影时间范围或类型之间,未观察到注意力有实质性差异,不过存在个体差异。与气候地图观看相比,观看艺术作品时的平均注视持续时间明显更短,这可能反映了不同的视觉参与风格。尽管CCAS四个子量表之间存在正线性相关,但CCAS得分与主要注视指标之间没有明显的相关性,这表明自我报告的焦虑与注视行为之间缺乏直接关系。总之,对气候变化可视化的视觉关注似乎主要受地图固有视觉属性的影响,但社会背景可能会微妙地影响视觉关注。此外,与审美观看的比较突出了科学参与和审美参与中相对不同的关注模式。