Articles producció científicaPsicologia

When the meaningless make sense: Wordlikeness and affective norms for 4,800 pseudowords and 1,200 Spanish words

  • Datos identificativos

    Identificador:  imarina:9525850
    Autores:  Martinez-Tomas, Celia; Guasch, Marc; Ferre, Pilar; Lazaro, Miguel; Hinojosa, Jose Antonio
    Resumen:
    Most research using pseudowords has focused on the contribution of sublexical properties to the study of word processing. However, recent evidence suggests that pseudowords can also provide insights into the semantic and emotional aspects of language processing. Research in this field would greatly benefit from datasets providing estimations for pseudoword stimuli in the various lexicosemantic variables that have been shown to affect word recognition. Such datasets are currently lacking. In the present study, we introduce normative data for 4,800 pseudowords and 1,200 Spanish words, which were rated by 1,210 participants on three dimensions: wordlikeness, valence, and arousal. The stimuli were derived from emotional and neutral base words, and the morphological structure of the pseudowords was manipulated to create four versions combining real roots and suffixes with non-roots and non-suffixes. Additionally, we computed the normalized Levenshtein distance, the number of orthographic neighbors, and the mean Levenshtein distance to the 20 closest orthographic neighbors (OLD20) to examine the influence of objective measures on perceived wordlikeness. The results showed that the morphological structure of the pseudowords had a gradual effect on wordlikeness, valence, and arousal scores, with those combining real roots and suffixes being rated the highest. Furthermore, affective variables were found to consistently predict perceived wordlikeness ratings, whereas objective measures only accounted for a small proportion of the variance. This empirically validated set of well-controlled pseudowords is a valuable resource for researchers interested in the effects of morphology and affect on word processing. The complete database can be downloaded from: https://osf.io/baues/.
  • Otros:

    Enlace a la fuente original: https://link.springer.com/article/10.3758/s13428-026-02976-4
    Referencia de l'ítem segons les normes APA: Martinez-Tomas, Celia; Guasch, Marc; Ferre, Pilar; Lazaro, Miguel; Hinojosa, Jose Antonio (2026). When the meaningless make sense: Wordlikeness and affective norms for 4,800 pseudowords and 1,200 Spanish words. Behavior Research Methods, 58(4), 103-. DOI: 10.3758/s13428-026-02976-4
    Referencia al articulo segun fuente origial: Behavior Research Methods. 58 (4): 103-
    DOI del artículo: 10.3758/s13428-026-02976-4
    Año de publicación de la revista: 2026-04-01
    Entidad: Universitat Rovira i Virgili
    Versión del articulo depositado: info:eu-repo/semantics/publishedVersion
    Fecha de alta del registro: 2026-05-02
    Autor/es de la URV: Ferré Romeu, Maria Pilar / Guasch Moix, Marc
    Departamento: Psicologia
    URL Documento de licencia: https://repositori.urv.cat/ca/proteccio-de-dades/
    Tipo de publicación: Journal Publications
    Autor según el artículo: Martinez-Tomas, Celia; Guasch, Marc; Ferre, Pilar; Lazaro, Miguel; Hinojosa, Jose Antonio
    Acceso a la licencia de uso: https://creativecommons.org/licenses/by/3.0/es/
    Áreas temáticas: Psychology, mathematical, Psychology, experimental, Psychology (miscellaneous), Psychology (all), Psychology, Psicología, Medicina ii, General psychology, Experimental and cognitive psychology, Enfermagem, Educação física, Developmental and educational psychology, Ciencias sociales, Ciencias humanas, Ciências biológicas ii, Arts and humanities (miscellaneous)
    Direcció de correo del autor: marc.guasch@urv.cat, mariadelpilar.ferre@urv.cat
  • Palabras clave:

    Wordlikeness
    Valence
    Pseudowords
    Phonotactics
    Nonwords
    Morphology
    Morphological complexity
    Familiarity
    English
    Concreteness
    Arousal
    Age
    Acquisition
    Arts and Humanities (Miscellaneous)
    Developmental and Educational Psychology
    Experimental and Cognitive Psychology
    Psychology (Miscellaneous)
    Psychology
    Experimental
    Mathematical
    Psychology (all)
    Psicología
    Medicina ii
    General psychology
    Enfermagem
    Educação física
    Ciencias sociales
    Ciencias humanas
    Ciências biológicas ii
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