A circumplex model of affect.
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Affective BCIs are often based on the valence-arousal 2D space to define emotional classes of interest.
“''Affective BCIs'' [97], [98] are often based on the so-called ''valence-arousal'' 2D space [99] to de ne emotional classes of interest.”
From Hands-Free Accessible Digital Musical Instruments: Conceptual Framework, Challenges, and Perspectives (2020) · cites this paper as [99]
Many EMA studies examining affect as a predictor of craving or smoking behavior subscribed to the circumplex model of emotion, which suggests that negative affect and positive affect are not independent factors and are bipolar ends of the same affective dimension.
“One factor that has undoubtedly contributed to the poor characterization of PA’s role in smoking behavior and abstinence is that many EMA studies examining affect as a predictor of craving or smoking behavior subscribed to the circumplex model of emotion, which suggests that NA and PA are not independent factors of emotion and are, in fact, bipolar ends of the same affective dimension (Russell, 1”
From Modeling naturalistic craving, withdrawal, and affect during early nicotine abstinence: A pilot ecological momentary assessment study. (2015) · cites this paper as Russell, 1980
These pilot data were not consistent with the circumplex model of emotion which posits that NA and PA represent opposing ends of the same affective dimension.
“In other words, these pilot data were not consistent with the circumplex model of emotion often utilized in EMA smoking studies which posits that NA and PA represent opposing ends of the same affective dimension (Russell, 1980; Russell & Carroll, 1999; Shiffman, 2013)”
From Modeling naturalistic craving, withdrawal, and affect during early nicotine abstinence: A pilot ecological momentary assessment study. (2015) · cites this paper as Russell, 1980
Anxiety represents a state of high arousal and negative valence and results in enhanced vigilance in the absence of an immediate threat.
“Anxiety represents a state of high arousal and negative valence6 and results in enhanced vigilance in the absence of an immediate threat7.”
From Resolving the neural circuits of anxiety (2015) · cites this paper as [6]
An alternative view derived from studies of emotional language and supported by Russell and colleagues is that valence is a bipolar dimension bisected by intensity, with emotions distributed in a circumplex around a neutral valence point and moderate intensity.
“One alternative view, derived from studies of emotional language and supported by Russell and colleagues (Russell, 1980;Russell & Carroll, 1999), is that valence is a bipolar dimension bisected by intensity.Emotions are then distributed in a circle, or circumplex, around a neutral valence point and moderate intensity”
From Emotional Intensity Predicts Autobiographical Memory Experience (2004) · cites this paper as Russell, 1980
Others extended the two-dimensional model of emotion to emotional memory for images, facial expressions, language, and experiences.
“Others have extended this model to emotional memory for images, facial expressions, language, and experiences (Bradley, Codispoti, Cuthbert, & Lang, 2001;Osgood, 1966;Robinson, 1980;Russell, 1980).”
From Emotional Intensity Predicts Autobiographical Memory Experience (2004) · cites this paper as Russell, 1980
McDuff et al. found that the electrodermal activity (EDA) signal was the most beneficial for emotion detection.
“They found that the electrodermal activity (EDA) signal was the most beneficial, which is a measure of the eccrine sweat glands [14,15].”
From Food and Mood: Just-in-Time Support for Emotional Eating (2013) · cites this paper as [15]
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- Authors
- Russell, J. A.
- Corresponding author
- Russell, James A.
- ORCID
- Russell, James A.
- Venue
- Journal of Personality and Social Psychology
- Published
- 1980-12
- Volume
- 39
- Issue
- 6
- Pages
- 1161-1178
- ISSN
- 0022-3514 (ISSN-L)
- 1939-1315
- OpenAlex
- W2149628368
- Cited by
- 16,334
- References
- 58
- Citations by year
- 2026: 1046 · 2025: 1188 · 2024: 1163 · 2023: 1110 · 2022: 1098 · 2021: 1182 · 2020: 1089 · 2019: 967 · 2018: 794 · 2017: 698 · 2016: 698 · 2015: 698 · 2014: 690 · 2013: 630 · 2012: 489
- FWCI
- 8.59
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Personality and Social Psychology (publishedVersion)
- Topics
- Social Sciences › Psychology › Clinical Psychology › Personality Traits and Psychology
- Social Sciences › Decision Sciences › Management Science and Operations Research › Psychometric Methodologies and Testing
- Social Sciences › Psychology › Applied Psychology › Psychological Testing and Assessment
- Keywords
- affect, circumplex model, emotions, valence, arousal, affective domain
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