Context-aware experience sampling reveals the scale of variation in affective experience

作者: Katie Hoemann , Zulqarnain Khan , Mallory J Feldman , Catie Nielson , Madeleine Devlin

DOI: 10.1038/S41598-020-69180-Y

关键词: Affect (psychology)Cognitive psychologyAngerUnsupervised clusteringVariation (linguistics)Scale (social sciences)Consistency (negotiation)PsychologyExperience sampling methodContext (language use)

摘要: Emotion research typically searches for consistency and specificity in physiological activity across instances of an emotion category, such as anger or fear, yet studies to date have observed more variation than expected. In the present study, we adopt alternative approach, searching inductively structure within variation, both participants. Following a novel, physiologically-triggered experience sampling procedure, participants' self-reports peripheral were recorded when substantial changes cardiac occurred absence movement. Unsupervised clustering analyses revealed variability number nature patterns that recurred individuals, well affect ratings labels associated with each pattern. There also broad individuals. These findings support constructionist account which, drawing on Darwin, proposes categories are populations variable tied situation-specific needs.

参考文章(96)
Lisa Feldman Barrett, Eliza Bliss‐Moreau, Affect as a Psychological Primitive Advances in Experimental Social Psychology. ,vol. 41, pp. 167- 218 ,(2009) , 10.1016/S0065-2601(08)00404-8
Giovanni Pezzulo, Francesco Rigoli, Karl Friston, Active Inference, homeostatic regulation and adaptive behavioural control Progress in Neurobiology. ,vol. 134, pp. 17- 35 ,(2015) , 10.1016/J.PNEUROBIO.2015.09.001
Tamlin S. Conner, Matthias R. Mehl, Ambulatory Assessment: Methods for Studying Everyday Life Emerging Trends in the Social and Behavioral Sciences: An Interdisciplinary, Searchable, and Linkable Resource. pp. 1- 15 ,(2015) , 10.1002/9781118900772.ETRDS0010
R P Patterson, R H Mattson, D A Witsoe, J N Karnegis, W G Kubicek, Development and evaluation of an impedance cardiac output system Aerospace medicine. ,vol. 37, pp. 1208- 1212 ,(1966)
Daniel W. White, Peter B. Raven, Autonomic neural control of heart rate during dynamic exercise: revisited. The Journal of Physiology. ,vol. 592, pp. 2491- 2500 ,(2014) , 10.1113/JPHYSIOL.2014.271858
Lisa Feldman Barrett, W. Kyle Simmons, Interoceptive predictions in the brain Nature Reviews Neuroscience. ,vol. 16, pp. 419- 429 ,(2015) , 10.1038/NRN3950
Christopher M. Bishop, Pattern Recognition and Machine Learning ,(2006)
Paul Ekman, Daniel Cordaro, What is Meant by Calling Emotions Basic Emotion Review. ,vol. 3, pp. 364- 370 ,(2011) , 10.1177/1754073911410740