Handwriting and Drawing Features for Detecting Personality Traits: An Analysis on Big Five Sub-dimensions

被引:1
|
作者
Esposito, Anna [1 ,2 ]
Amorese, Terry [1 ,2 ]
Buonanno, Michele [1 ,2 ]
Cuciniello, Marialucia [1 ,2 ]
Esposito, Antonietta M. [3 ]
Faundez-Zanuy, Marcos [4 ]
Likforman-Sulem, Laurence [5 ]
Riviello, Maria Teresa [1 ,2 ]
Spagnuolo, Carmine [6 ]
Troncone, Alda [1 ,2 ]
Cordasco, Gennaro [1 ,2 ]
机构
[1] Univ Campania L Vanvitelli, Dept Psichol, Viale Ellittico 31, I-81100 Caserta, Italy
[2] IIASS, Caserta, Italy
[3] Natl Inst Geophys & Volcanol INGV OV, Via Diocleziano 328, I-80125 Naples, Italy
[4] Escola Super Politecn, Tecno Campus Mataro Maresme Mataro, Carrer Ernest Lluch 32, Barcelona 08302, Spain
[5] Univ Paris Saclay, Telecom ParisTech, 19 Pl Marguerite Perey, F-91120 Palaiseau, France
[6] Univ Salerno, Dept Comp Sci, Via Giovanni Paolo II 132, I-84084 Fisciano, SA, Italy
基金
欧盟地平线“2020”;
关键词
Personality traits; Big Five; Handwriting and drawing tasks; Graphology;
D O I
10.12700/APH.19.11.2022.11.4
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
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.
引用
收藏
页码:65 / 84
页数:20
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