Relationships between resumé cues and applicants' personality

Tobias M. Härtel, Simon M. Breil, Eric Grunenberg, Mitja D. Back
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Abstract

Human resource (HR) professionals regularly draw personality inferences from applicants' resumés. Building on the lens model, we illuminate resumés' potential for accurately inferring personality by examining valid resumé cues indicating personality. We assessed self-reported big five traits and narcissism of 141 business students at career start applying with resumés for a fictional position. Drawing on personality theory and empirical findings, 70 resumé cues (e.g., appealing look and creative hobbies) were post hoc selected from a larger cue set comprising 160 cues coded by 11 trained coders. Computing bivariate correlations and multiple linear regressions, we identified easy-to-interpret valid resumé cues explaining substantial personality variance, with conscientiousness, openness, and narcissism being best explained by resumé cues (R2 > 20%). Although all considered personality traits were expressed in resumé cues, only a fraction of the cues (16 out of 70 cues) were related to personality traits. This suggests a rather mediocre upper limit to the potential of accurately inferring personality from resumés. We contribute to the literature on personality inferences at zero-acquaintance by adding valid resumé cues to recruitment-related information bases allowing to make (somewhat) accurate personality inferences. The results have practical implications for applying resumé-based personality inferences in recruitment and improving HR professionals' accuracy.

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简历线索与申请人个性之间的关系
人力资源(HR)专业人员经常从求职者的简历中推断其个性。在透镜模型的基础上,我们通过研究表明个性的有效简历线索,阐明了简历在准确推断个性方面的潜力。我们评估了 141 名商科学生的自我报告五大特质和自恋程度,这些学生在职业生涯的起步阶段用简历申请了一个虚构的职位。根据人格理论和实证研究结果,我们从一个更大的线索集(包括由 11 名经过培训的编码员编码的 160 个线索)中特别挑选了 70 个简历线索(如吸引人的外表和有创意的爱好)。通过计算二元相关性和多元线性回归,我们确定了易于解释的有效简历线索,这些线索可以解释大量的人格变异,其中认真、开放和自恋是简历线索的最佳解释(R2 > 20%)。虽然所有被考虑的人格特质都在简历线索中得到了表达,但只有一小部分线索(70 条线索中的 16 条)与人格特质相关。这表明,从简历中准确推断人格的潜力上限相当有限。我们将有效的简历线索添加到与招聘相关的信息库中,从而能够(在一定程度上)准确地推断出应聘者的性格特征,这为零熟识程度下的性格推断文献做出了贡献。研究结果对于在招聘中应用基于简历的性格推断和提高人力资源专业人员的准确性具有实际意义。
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来源期刊
CiteScore
13.70
自引率
5.60%
发文量
84
期刊介绍: "Applied Psychology: An International Review" is the esteemed official journal of the International Association of Applied Psychology (IAAP), a venerable organization established in 1920 that unites scholars and practitioners in the field of applied psychology. This peer-reviewed journal serves as a global platform for the scholarly exchange of research findings within the diverse domain of applied psychology. The journal embraces a wide array of topics within applied psychology, including organizational, cross-cultural, educational, health, counseling, environmental, traffic, and sport psychology. It particularly encourages submissions that enhance the understanding of psychological processes in various applied settings and studies that explore the impact of different national and cultural contexts on psychological phenomena.
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