Articles producció científicaPsicologia

Emoji-SP, the Spanish emoji database: Visual complexity, familiarity, frequency of use, clarity, and emotional valence and arousal norms for 1031 emojis

  • Identification data

    Identifier:  imarina:9267364
    Authors:  Ferré, P; Haro, J; Pérez-Sánchez, MA; Moreno, I; Hinojosa, JA
    Abstract:
    This article presents subjective norms for 1031 emojis in six dimensions: visual complexity, familiarity, frequency of use, clarity, emotional valence, and emotional arousal. This is the largest normative study conducted so far that relies on subjective ratings. Unlike the few existing normative studies, which mainly comprise face emojis, here we present a wide range of emoji categories. We also examine the correlations between the dimensions assessed. Our results show that, in terms of their affective properties, emojis are analogous to other stimuli, such as words, showing the expected U-shaped relationship between valence and arousal. The relationship between affective properties and other dimensions (e.g., between valence and familiarity) is also similar to the relationship observed in words, in the sense that positively valenced emojis are more familiar than negative ones. These findings suggest that emojis are suitable stimuli for studying affective processing. Emoji-SP will be highly valuable for researchers of various fields interested in emojis, including computer science, communication, linguistics, and psychology. The full set of norms is available at: https://osf.io/dtfjv/.
  • Others:

    Link to the original source: https://link.springer.com/article/10.3758/s13428-022-01893-6
    APA: Ferré, P; Haro, J; Pérez-Sánchez, MA; Moreno, I; Hinojosa, JA (2023). Emoji-SP, the Spanish emoji database: Visual complexity, familiarity, frequency of use, clarity, and emotional valence and arousal norms for 1031 emojis. Behavior Research Methods, 55(4), 1715-1733. DOI: 10.3758/s13428-022-01893-6
    Paper original source: Behavior Research Methods. 55 (4): 1715-1733
    Article's DOI: 10.3758/s13428-022-01893-6
    Journal publication year: 2023-06-01
    Entity: Universitat Rovira i Virgili
    Paper version: info:eu-repo/semantics/publishedVersion
    Record's date: 2026-05-09
    URV's Author/s: Ferré Romeu, Maria Pilar / Haro Rodriguez, Juan
    Department: Psicologia
    Licence document URL: https://repositori.urv.cat/ca/proteccio-de-dades/
    Publication Type: Journal Publications
    Author, as appears in the article.: Ferré, P; Haro, J; Pérez-Sánchez, MA; Moreno, I; Hinojosa, JA
    licence for use: https://creativecommons.org/licenses/by/3.0/es/
    Thematic Areas: Psychology, mathematical, Psychology, experimental, Psychology (miscellaneous), Psychology (all), Psychology, Psicología, General psychology, Experimental and cognitive psychology, Engenharias iv, Developmental and educational psychology, Ciencias sociales, Ciencias humanas, Arts and humanities (miscellaneous)
    Author's mail: mariadelpilar.ferre@urv.cat, mariadelpilar.ferre@urv.cat, juan.haro@urv.cat, juan.haro@urv.cat, juan.haro@urv.cat
  • Keywords:

    Words
    Visual complexity
    Subjective ratings
    Sticker
    Recognition
    psychology
    Ratings
    Normative study
    Linguistics
    Humans
    Frequency of use
    Familiarity
    Facebook
    Emotions
    Emotional valence
    Emotional arousal
    Emoticon
    Emoji
    Computer-mediated communication
    Communication
    Clarity
    Arousal
    Arts and Humanities (Miscellaneous)
    Developmental and Educational Psychology
    Experimental and Cognitive Psychology
    Psychology (Miscellaneous)
    Experimental
    Mathematical
    Psychology (all)
    Psicología
    General psychology
    Engenharias iv
    Ciencias sociales
    Ciencias humanas
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