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On Sounder Ground: CAAT, a Viable Widget for Affective Reaction Assessment

Published: 05 November 2015 Publication History

Abstract

The reliable assessment of affective reactions to stimuli is paramount in a variety of scientific fields, including HCI (Human-Computer Interaction). Variation of emotional states over time, however, warrants the need for quick measurements of emotions. To address it, new tools for quick assessments of affective states have been developed. In this work, we explore the CAAT (Circumplex Affective Assessment Tool), an instrument with a unique design in the scope of affect assessment -- a graphical control element -- that makes it amenable to seamless integration in user interfaces. We briefly describe the CAAT and present a multi-dimensional evaluation that evidences the tool's viability. We have assessed its test-retest reliability, construct validity and quickness of use, by collecting data through an unsupervised, web-based user study. Results show high test-retest reliability, evidence the tool's construct validity and confirm its quickness of use, making it a good fit for longitudinal studies and systems requiring quick assessments of emotional reactions.

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References

[1]
Atkinson, R. and Shiffrin, R. 1968. The psychology of learning and motivation (Volume 2). New York: Academic Press. pp. 89--195.
[2]
Barrett, L. 2006. Solving the emotion paradox: categorization and the experience of emotion. Personality and Social Psychology Review, 10, 20--46.
[3]
Barrett, L., Gendron, M. and Huang, Y. 2009. Do discrete emotions exist?. Phil. Psychol. 22(4), 427--437.
[4]
Bradley, M. and Lang, P. 1994. Measuring emotion: the self-assessment manikin and the semantic differential. Behavioral Therapy and Experimental Psychiatry, 25, 1, 49--59.
[5]
Cardoso, B., Romão, T. and Correia, N. 2013. CAAT: a discrete approach to emotion assessment. In CHI '13 Extend. Abst. on Human Factors in Comp. Syst. (CHI EA '13). ACM, New York, NY, USA, 1047--1052.
[6]
Centieiro, P., Cardoso, B., Romão, T. and Dias, A. E. 2014. If You Can Feel It, You Can Share It! A System for Sharing Emotions During Live Sports Broadcasts. In Proc. of the 11th Int. Conf. on Advances in Computer Entertainment Technology (ACE '14). ACM, New York, NY, USA, Article 15, 8 pages.
[7]
Cowie, R. and Sawey, M. 2011. GTrace - General trace program from Queen's, Belfast.
[8]
Damásio, A. (2008). Descartes' error: Emotion, Reason and the Human Brain. Random House.
[9]
Dan-Glauser, E. and & Scherer, K. 2011. The Geneva affective picture database (GAPED): a new 730-picture database focusing on valence and normative significance. Behavior Research Methods, 43, 468--477.
[10]
Douglas, M. 1982. Cultural bias. In The Active Voice. Routledge & Kegan Paul. London. 183--254.
[11]
Eerola, T. and Vuoskoski, J. 2011. A comparison of the discrete and dimensional models of emotion in music. In Psychology of Music, 39(1), 18--49.
[12]
Finucane, M., Alhakami, A., Slovic, P. and Johnson, S. 2000. The Affect Heuristic in Judgment of Risks and Benefits. Journal of Behavioral Decision Making, 13.
[13]
George, J. Trait and State Affect. 1996. Individual Differences and Behavior in Organizations, 145--171.
[14]
Germine, L., Nakayama, K., Duchaine, B. C., Chabris, C. F., Chatterjee, G. and Wilmer, J. B. 2012. Is the Web as good as the lab? Comparable performance from Web and lab in cognitive/perceptual experiments. Psychonomic bulletin & review, 19(5), 847--857.
[15]
Lally, P. and Gardner, B. (2013). Promoting habit formation. Health Psychology Review, 7, 137--158.
[16]
Madeira, R., Macedo, P., Pita, P., Bonança, I. and Germano, H. 2013. Building on Mobile towards Better Stuttering Awareness to Improve Speech Therapy. In Proc. of Int. Conf. on Advances in Mobile Computing & Multimedia (MoMM '13). ACM, New York, NY, USA, P. 551, 4 pages.
[17]
Mandryk, R., Atkins, M. and Inkpen, K. 2006. A continuous and objective evaluation of emotional experience with interactive play environments. In Proc. of the SIGCHI Conf. on Human Factors in Comp. Syst. (CHI '06). ACM, New York, NY, USA. 1027--1036.
[18]
Mehrabian, A. (1980). Basic dimensions for a general psychological theory. Cambridge: OG&H Publishers.
[19]
Miller, G. 1956. The magical number seven, plus or minus two: some limits on our capacity for processing information. Psychological Review, 63(2), 81.
[20]
Morris, M., Kathawala, Q., Leen, T., Gorenstein, E., Guilak, F., Labhard, M. and Deleeuw, W. 2010. Mobile therapy: case study evaluations of a cell phone application for emotional self-awareness. J. of Med. Int. Res, 12(2).
[21]
Murphy, K. 1996. Individual differences and behavior in organizations. San Francisco: Jossey-Bass.
[22]
Picard, R. 1995. Affective Computing. Technical Report. Massachusetts Institute of Technology.
[23]
Plutchik, R. 2001. The Nature of Emotions. American Scientist, 89, 344--350.
[24]
Pollak, J., Adams, P., and Gay, G. 2011. PAM: a photographic affect meter for frequent, in situ measurement of affect. In Proc. of the SIGCHI Conference on Human Factors in Computing Systems (CHI '11). ACM, New York, NY, USA, 725--734.
[25]
Reis, S. and Correia, N. 2011. An imaginary friend that connects with the user's emotions. In Proc. of the 8th Int. Conf. on Advances in Computer Entertainment Technology (ACE '11). ACM, New York.
[26]
Robinson, M. and Clore, G. 2002. Belief and feeling: Evidence for an accessibility model of emotional selfreport. In Psychological Bulletin, 128, 934--960.
[27]
Russell, J. 1980. A circumplex model of affect. J. of Personality and Social Psychology, 39, 1161--1178.
[28]
Russell, J. 1989. Measures of emotion. Emotion: theory, research and experience, vol. 4. Acad. Press. London.
[29]
Russell, J., Weiss, A. and Mendelsohn, G. 1989. Affect Grid: A Single-Item Scale of Pleasure and Arousal. J. of Personality and Social Psych, 57, 3, 493--502.
[30]
Scherer, K. R. 2005. What are emotions? And how can they be measured? Social Science Information, 44(4), 695--729.
[31]
Scherer, K., Dan, E. and Flykt, A. 2006. What determines a feeling's position in affective space? A case for appraisal. Cognition and Emotion, 20, 92--113.
[32]
Wang, S., Wang, Z. and Ji, Q. 2013. Multiple emotional tagging of multimedia data by exploiting dependencies among emotions. In J. of Multimedia Tools and Applications. Springer, USA. 1--21.
[33]
Warriner, A., Kuperman, V. and Brysbaert, M. 2013. Norms of valence, arousal, and dominance for 13,915 English lemmas. Behav. Res. Methods, 45, 1191--1207.
[34]
Watson, D., Clark, L. and Tellegen, A. 1988. Development and Validation of Brief Measures of Positive and Negative Affect: The PANAS Scales. In J. of Personality and Social Psych, 54, 6, 1063--1070.
[35]
Wundt, W. 1905. Fundamentals of Physiological Psychology.

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    cover image ACM Conferences
    UIST '15: Proceedings of the 28th Annual ACM Symposium on User Interface Software & Technology
    November 2015
    686 pages
    ISBN:9781450337793
    DOI:10.1145/2807442
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

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    Published: 05 November 2015

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    Author Tags

    1. affective reaction assessment
    2. caat
    3. circumplex affect assessment tool
    4. psychometry
    5. validation
    6. widget

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    UIST '15 Paper Acceptance Rate 70 of 297 submissions, 24%;
    Overall Acceptance Rate 561 of 2,567 submissions, 22%

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    The 38th Annual ACM Symposium on User Interface Software and Technology
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    View all
    • (2024)Designing a wheel-based assessment tool to measure visual aesthetic emotionsCognitive Systems Research10.1016/j.cogsys.2023.10119684:COnline publication date: 1-Mar-2024
    • (2021)Explore Data, Enjoy Yourself - KUbism, A Playful Approach to Data ExplorationHuman-Computer Interaction – INTERACT 202110.1007/978-3-030-85613-7_4(43-64)Online publication date: 26-Aug-2021
    • (2019)Guided social sharing of emotions through drawing art therapyProceedings of the Seventh International Symposium of Chinese CHI10.1145/3332169.3333571(65-78)Online publication date: 27-Jun-2019
    • (2016)Tag your emotionsProceedings of the 18th International Conference on Human-Computer Interaction with Mobile Devices and Services Adjunct10.1145/2957265.2961836(846-853)Online publication date: 6-Sep-2016
    • (2016)Towards Biometric Assessment of Audience AffectProceedings of the ACM International Conference on Interactive Experiences for TV and Online Video10.1145/2932206.2933563(155-162)Online publication date: 17-Jun-2016

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