TY - JOUR
T1 - Handwriting and Drawing Features for Detecting Personality Traits
T2 - An Analysis on Big Five Sub-dimensions
AU - Esposito, Anna
AU - Amorese, Terry
AU - Buonanno, Michele
AU - Cuciniello, Marialucia
AU - Esposito, Antonietta M.
AU - Faundez-Zanuy, Marcos
AU - Likforman-Sulem, Laurence
AU - Riviello, Maria Teresa
AU - Spagnuolo, Carmine
AU - Troncone, Alda
AU - Cordasco, Gennaro
N1 - Publisher Copyright:
© 2022, Budapest Tech Polytechnical Institution. All rights reserved.
PY - 2022/1/1
Y1 - 2022/1/1
N2 - Handwriting and Drawing are functional tasks involving physical and cognitive processes. Recently they have been investigated for detecting cognitive and motor disorders. In this work, handwriting/drawing features are investigated for identifying connections with personality traits. For this purpose, an experiment comprising seven handwriting/drawing tasks has been administrated to 78 young adults (mean age=24.6 ± 2.4 years) equally balanced by gender. Handwriting and Drawing activities-both on and close to the paper – had been recorded online through a digitizing tablet able to measure handwriting and drawing features such as pressure, speed, dimension, and inclination of each pen-stroke on the paper. Participants were asked to fill the Big Five Personality Questionnaire (BFQ) and according to the scores obtained for each of the 5 dimensions and 10 Big Five sub-dimensions, were partitioned into three categories: low, typical, and high. To evaluate whether the recorded handwriting/drawing features are connected with personality traits ANOVA repeated measures have been performed with gender and group category (low, typical, and high) as between and the listed handwriting/drawing features as within factors. The analyses show significant differences among low, typical and, high BFQ scores for the main Big Five dimensions and the ten Big Five sub-dimensions, indicating that personality traits can be revealed by a quantitative analysis of the proposed handwriting/drawing features.
AB - Handwriting and Drawing are functional tasks involving physical and cognitive processes. Recently they have been investigated for detecting cognitive and motor disorders. In this work, handwriting/drawing features are investigated for identifying connections with personality traits. For this purpose, an experiment comprising seven handwriting/drawing tasks has been administrated to 78 young adults (mean age=24.6 ± 2.4 years) equally balanced by gender. Handwriting and Drawing activities-both on and close to the paper – had been recorded online through a digitizing tablet able to measure handwriting and drawing features such as pressure, speed, dimension, and inclination of each pen-stroke on the paper. Participants were asked to fill the Big Five Personality Questionnaire (BFQ) and according to the scores obtained for each of the 5 dimensions and 10 Big Five sub-dimensions, were partitioned into three categories: low, typical, and high. To evaluate whether the recorded handwriting/drawing features are connected with personality traits ANOVA repeated measures have been performed with gender and group category (low, typical, and high) as between and the listed handwriting/drawing features as within factors. The analyses show significant differences among low, typical and, high BFQ scores for the main Big Five dimensions and the ten Big Five sub-dimensions, indicating that personality traits can be revealed by a quantitative analysis of the proposed handwriting/drawing features.
KW - Big Five
KW - Graphology
KW - Handwriting and drawing tasks
KW - Personality traits
U2 - 10.12700/APH.19.11.2022.11.4
DO - 10.12700/APH.19.11.2022.11.4
M3 - Article
AN - SCOPUS:85147955144
SN - 1785-8860
VL - 19
SP - 65
EP - 84
JO - Acta Polytechnica Hungarica
JF - Acta Polytechnica Hungarica
IS - 11
ER -