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Relationship Between Valence and Arousal for Subjective Experience in a Real-life Setting for Supportive Housing Residents: Results From an Ecological Momentary Assessment Study

Relationship Between Valence and Arousal for Subjective Experience in a Real-life Setting for Supportive Housing Residents: Results From an Ecological Momentary Assessment Study

However, valence and arousal are the 2 larger, more persistent dimensions, and much of the literature uses only these 2 dimensions. In this paper, we explore the relationship between valence and arousal from the subjective experience of a group of underserved individuals classified as high risk in a 2 D model of affect. A circumplex model of affect was developed based on the assumption that valence and arousal are the principal dimensions of affect [5].

Rajesh Nandy, Karabi Nandy, Scott T Walters

JMIR Form Res 2023;7:e34989

Factors Driving the Popularity and Virality of COVID-19 Vaccine Discourse on Twitter: Text Mining and Data Visualization Study

Factors Driving the Popularity and Virality of COVID-19 Vaccine Discourse on Twitter: Text Mining and Data Visualization Study

We employed sentiment analysis to assess the valence of tweets. Automated extraction generated data about social media features. Therefore, we put forward the following research questions: Research question 1 (RQ1): How do content topics, content valence, and social media message features affect the popularity of tweets about COVID-19 vaccines? Research question 2 (RQ2): How do content topics, content valence, and social media message features affect the virality of tweets about COVID-19 vaccines?

Jueman Zhang, Yi Wang, Molu Shi, Xiuli Wang

JMIR Public Health Surveill 2021;7(12):e32814

Identifying Behaviors Predicting Early Morning Emotions by Observing Permanent Supportive Housing Residents: An Ecological Momentary Assessment

Identifying Behaviors Predicting Early Morning Emotions by Observing Permanent Supportive Housing Residents: An Ecological Momentary Assessment

In Figure 2, these 9 emotions are presented within the circumplex, depicting their valence and arousal coordinates. During each daily assessment, we created composite scores of valence and arousal as weighted sums of responses from all 9 emotion questionnaire items, with the reported emotion scores serving as weights. These two composite scores were the outcomes of this study.

Rajesh R Ranjan Nandy, Karabi Nandy, Emily T Hébert, Michael S Businelle, Scott T Walters

JMIR Ment Health 2019;6(2):e10186