POPANE DATASET - Psychophysiology Of Positive And Negative Emotions

Published as: Behnke, M., Buchwald, M., Bykowski, A. et al. Psychophysiology of positive and negative emotions, dataset of 1157 cases and 8 biosignals. Sci Data 9, 10 (2022). https://doi.org/10.1038/s41597-021-01117-0

Subjective experience and physiological activity are fundamental components of emotion. There is an increasing interest in the link between experiental and physiological processes across different disciplines, e.g., psychology, economics, or computer science. However, the findings largely rely on sample sizes that have been modest at best (limiting the statistical power) and capture only some concurrent biosignals (e.g., making it problematic to seek specificity of some effects). We present a novel publicly available dataset of psychophysiological responses to positive and negative emotions that offers some improvement over other databases. This database involves recording of 1157 healthy participants, collected across seven studies, a continuous recordof self-reported affect along with several biosignals (electrocardiogram, impedance cardiogram, electrodermal activity, hemodynamic measures, e.g., blood pressure), respiration trace, and skin temperature. We experimentally elicited a wide range of positive and negative emotions, including amusement, anger, disgust, excitement, fear, gratitude, sadness, tenderness, and threat. Psychophysiology of positive and negative emotions (POPANE) database is currently the largest and the most comprehensive psychophysiological dataset on elicited emotions.

Publication: https://doi.org/10.1038/s41597-021-01117-0

Project website: https://data.psychosensing.psnc.pl/popane/index.html

Cite as:
Behnke, M., Buchwald, M., Bykowski, A. et al. Psychophysiology of positive and negative emotions, dataset of 1157 cases and 8 biosignals. Sci Data 9, 10 (2022). https://doi.org/10.1038/s41597-021-01117-0

原文发表于：Behnke, M., Buchwald, M., Bykowski, A. 等人. 《正负情绪的心理生理学》：包含1157个案例与8种生物信号的数据集. 《科学数据》, 9卷, 第10页 (2022). https://doi.org/10.1038/s41597-021-01117-0

主观体验与生理活动是情绪的核心构成要素。当前，心理学、经济学、计算机科学等诸多学科的研究者愈发关注情绪体验与生理过程之间的关联。然而，现有相关研究的样本规模大多仅处于中等水平（限制了统计检验效力），且仅采集了部分同步生物信号，这使得验证部分效应的特异性存在难度。

本研究公开了一套全新的正负情绪心理生理学响应数据集，相较其他同类数据库具备一定优势。该数据库整合了7项研究中采集的1157名健康受试者的数据，包含连续的自我报告情绪记录，以及多类生物信号：心电图（electrocardiogram, ECG）、心阻抗图（impedance cardiogram）、皮肤电活动（electrodermal activity）、血流动力学指标（hemodynamic measures，如血压）、呼吸轨迹与皮肤温度。

研究团队通过实验诱发了涵盖愉悦、愤怒、厌恶、兴奋、恐惧、感激、悲伤、温情与威胁感在内的多种正负情绪。正负情绪心理生理学（Psychophysiology of Positive and Negative Emotions, POPANE）数据库是目前规模最大、内容最全面的情绪诱发式心理生理学数据集。

发表链接：https://doi.org/10.1038/s41597-021-01117-0

项目官网：https://data.psychosensing.psnc.pl/popane/index.html

引用格式：Behnke, M., Buchwald, M., Bykowski, A. 等人. 《正负情绪的心理生理学》：包含1157个案例与8种生物信号的数据集. 《科学数据》, 9卷, 第10页 (2022). https://doi.org/10.1038/s41597-021-01117-0