Abstract
Confidence is the belief that one has the ability to do things well or cope with situations. Confidence includes both a field- or situation-specific sense of confidence and an overall sense of confidence that transcends the boundaries of the field or situation, but most research has been conducted on field- or situation-specific confidence. In this study, we analyzed multiple areas of self-confidence in order to clarify the factors related to a broader sense of self-confidence. Confidence in 11 specific items are: confidence in fashion sense, confidence in originality and individuality, confidence in expressing intentions and feelings, confidence in leadership, confidence in intelligence, confidence in work ability, confidence in face and appearance, confidence in body shape and proportions, confidence in popularity with the same sex and the opposite sex, and confidence in one’s sports ability. The models were interpreted using the Permutation Feature Importance (PFI) and the Shapley Additive Explanation (SHAP). In many of the models, self-awareness such as “I am the center of the group” and “I have a good sense of color and design” were highly important.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Kitashima, C., Asukai, M., Sueyoshi, T., Isozaki, T., Maeno, T.: Structuralizing and analysis of subjective well-being: psychological factors using factor analysis and partial correlation. Trans. Jpn. Soc. Kansei Eng. 20(2), 129–139 (2021)
Lucas, R.E., Diener, E., Suh, E.M.: Discriminant validity of well-being measures. J. Pers. Soc. Psychol. 71(3), 616–628 (1996)
Ito, Y., Sagara, J., Ikeda, M., Kawaura, M.: Reliability and validity of subjective well-being scale. Jpn. J. Psychol. 74(3), 276–281 (2003)
Brown, G.W., Andrews, B., Harris, T., Adler, Z., Bridge, L.: Social support, self-esteem and depression. Psychol. Med. 16(4), 813–831 (1986)
Rosenberg, M.: Society and the Adolescent Self-Image. Princeton University Press (1965). https://doi.org/10.1515/9781400876136
Taylor, S.E., Neter, E., Wayment, H.A.: Self-evaluation processes: motives, information use, and self-esteem. J. Pers. 63(4), 729–757 (1995)
Bandura, A.: Self-efficacy: toward a unifying theory of behavioral change. Psychol. Rev. 84(2), 191–215 (1977)
Ikebe, S.: Current status and future possibility for self-efficacy research. J. Faculty Int. Stud. Cult. Kyushu Sangyo Univ. 57, 159–174 (2014). (in Japanese)
Takai, N.: Confidence-building and developmental change in confidence from adolescence to late adulthood. Jpn. J. Health Psychol. 24(1), 45–58 (2011)
Chen, T., Guestrin, C.: XGBoost: a scalable tree boosting system. In: Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, vol. 30, pp. 3146–3154 (2016)
Ke, G., et al.: Y: Lightgbm: a highly efficient gradient boosting decision tree. Adv. Neural. Inf. Process. Syst. 30, 3146–3154 (2017)
Prokhorenkova, L., Gusev, G., Vorobev, A., Dorogush, A.V., Gulin, A.: CatBoost: unbiased boosting with categorical features. arXiv preprint arXiv: 1706.09516 (2017)
Altmann, A., Toloşi, L., Sander, O., Thomas, L.: Permutation importance: a corrected feature importance measure. Bioinformatics 26(10), 1340–1347 (2010)
Scott, M.L., Su-In, L.: A unified approach to interpreting model predictions In: Proceedings of the 31 International Conference on Neural Information Processing System, pp. 4768–4777
Govindji, R., Linley, P.A.: Strengths use, self-concordance and well-being: implications for strengths coaching and coaching psychologists. Int. Coach. Psychol. Rev. 2(2), 143–153 (2007)
Proctor, C., Maltby, J., Linley, P.A.: Strengths use, as a predictor of well-being and health-related quality of life. J. Happiness Stud. 12(1), 153–169 (2011)
Hayashi, S.: A study of the relationship between self-confidence and self-esteem of japanese english teachers: an analysis from narratives about teaching subjects. Stud. Lang. Cult. Educ. 18, 123–141 (2020). (in Japanese)
Ikeda, H., Furukawa, H.: A study of leader confidence: development of a confidence measurement scale and its relationship to management orientation. Jpn. J. Exp. Soc. Psychol. 44(2), 145–156 (2005). (in Japanese)
Kruger, J., Dunning, D.: Unskilled and unaware of it: how difficulties in recognizing one’s own incompetence lead to inflated self-assessments. J. Pers. Soc. Psychol. 77(6), 1121–1134 (1999)
Ono, Y., Kaji, M.: Development of physical competence scale for elementary school students in Japan. Jpn. J. Phys. Educ. Health Sport Sci. 65, 1015–1027 (2020)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2023 The Author(s), under exclusive license to Springer Nature Switzerland AG
About this paper
Cite this paper
Tsubaki, M., Hemmi, N., Asahi, Y. (2023). An Analysis of Factors Associated with Self-confidence in the Japanese. In: Mori, H., Asahi, Y. (eds) Human Interface and the Management of Information. HCII 2023. Lecture Notes in Computer Science, vol 14015. Springer, Cham. https://doi.org/10.1007/978-3-031-35132-7_47
Download citation
DOI: https://doi.org/10.1007/978-3-031-35132-7_47
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-031-35131-0
Online ISBN: 978-3-031-35132-7
eBook Packages: Computer ScienceComputer Science (R0)