Model for Developing the Creativity of Future Engineers

Marek Goliński, Małgorzata Spychała, Magdalena Graczyk-Kucharska
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Abstract

The article presents factors and their interrelations that influence the development of engineers’ creativity. The subject of the article is in the field of human resources management and was in-spired by the results of research related to the analysis of the competency potential of future employees. The main goals of this paper are to consider how can competencies of future engineers in the area of creativity be developed and what does creativity depend on – internal and external factors; can a model of enhancing creativity of future engineers be worked out? The research was carried out between 2014-2020, on a group of 861 students. The survey method was used, and the research tool was a self-evaluation questionnaire. The research used regression analyses, Spearman’s rank correlation coefficients, the power of interrelation between chosen variables (social competencies and forms of education) was evaluated. Hierarchical multiple regression was carried out to verify the objective of the research. The analysis of correlations was verified and visualised with principal components analysis PCA, as well with cluster analysis using Ward’s method. The main value of the article is the developed graphic model that reflects the stages of creative development as a competence that is a very important competence resource of the company. A mathematical model that includes the analysis, based on hierarchical multiple regression, revealed that social competencies and forms of learning examined are strongly correlated with 'creative thinking' competence, and this correlation is statistically significant.
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培养未来工程师创造力的模式
本文阐述了影响工程师创造力发展的因素及其相互关系。这篇文章的主题是在人力资源管理领域,并受到有关未来员工的能力潜力分析的研究结果的启发。本文的主要目标是考虑如何在创造力领域培养未来工程师的能力,以及创造力依赖于什么——内部和外部因素;能否制定出提高未来工程师创造力的模式?这项研究是在2014年至2020年期间对861名学生进行的。采用问卷调查法,研究工具为自我评价问卷。该研究使用回归分析,Spearman等级相关系数,评估选定变量(社会能力和教育形式)之间相互关系的能力。通过层次多元回归对研究目的进行验证。相关性分析通过主成分分析(PCA)以及Ward方法的聚类分析进行验证和可视化。本文的主要价值在于建立了反映创意发展阶段的图形模型,并将其作为企业非常重要的能力资源。一个包含分析的数学模型,基于层次多元回归,揭示了社会能力和学习形式与“创造性思维”能力有很强的相关性,这种相关性在统计上是显著的。
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