Rausch Andreas, Kögler Kristina, Seifried Jürgen
Economic and Business Education - Workplace Learning, Business School, University of Mannheim, Mannheim, Germany.
Business Education, University of Hohenheim, Stuttgart, Germany.
Front Psychol. 2019 May 24;10:1200. doi: 10.3389/fpsyg.2019.01200. eCollection 2019.
To measure non-cognitive facets of competence, we developed and tested a new method that we refer to as Embedded Experience Sampling (EES). Domain-specific problem-solving competence is a multi-faceted construct that is not limited to cognitive facets such as domain knowledge or problem-solving strategies but also comprises non-cognitive facets in the sense of domain-specific emotional and motivational dispositions such as, for instance, interest and self-concept. However, in empirical studies non-cognitive facets are usually either neglected or measured by generalized self-report questionnaires that are detached from the performance assessment. To enable an integrated measurement, we developed the EES method to collect data on non-cognitive facets during scenario-based low-stakes assessments. Test-takers are requested to stop at certain times and spontaneously answer short items (EES items) regarding their actual experience of the problem situation. These EES items are embedded in an EES event that resembles typical social interactions with non-player characters. To evaluate the feasibility and validity of the method, we implemented EES in a series of three studies in the context of commercial vocational education and training (VET): A feasibility study with 77 trainees, a pilot study with 20 trainees, and the main study with 780 trainees who worked on three complex problem scenarios in a computer-based office simulation. In the present paper, we investigate how test-takers perceived the EES events, and whether social desirability biased their answers, and investigate the internal structure of the data and the relationship between EES data and data from several other sources. Interview data and survey data indicated no biases due to social desirability and no additional burden for the test-takers due to the EES events. A correlation analysis following the multitrait-multimethod approach as well as the calibration of a multidimensional model based on Item Response Theory (IRT) also supported the construct validity. Furthermore, EES data shows substantial correlations with test motivation but almost zero correlations with data from generalized retrospective self-report questionnaires on non-cognitive facets. Altogether, EES offers an alternative approach to measuring non-cognitive facets of competence under certain conditions. For instance, EES is also based on self-reporting and thus might not be suitable for high-stakes testing.
为了测量能力的非认知方面,我们开发并测试了一种新方法,我们称之为嵌入式经验抽样(EES)。特定领域的问题解决能力是一个多方面的概念,它不仅限于认知方面,如领域知识或问题解决策略,还包括特定领域的情感和动机倾向等非认知方面,例如兴趣和自我概念。然而,在实证研究中,非认知方面通常要么被忽视,要么通过与绩效评估脱节的通用自我报告问卷来测量。为了实现综合测量,我们开发了EES方法,以便在基于情景的低风险评估中收集非认知方面的数据。要求应试者在特定时间停下来,自发回答关于他们在问题情境中的实际体验的简短问题(EES问题)。这些EES问题嵌入在一个EES事件中,该事件类似于与非玩家角色的典型社交互动。为了评估该方法的可行性和有效性,我们在商业职业教育与培训(VET)背景下的一系列三项研究中实施了EES:一项有77名学员的可行性研究、一项有20名学员的试点研究,以及一项有780名学员的主要研究,这些学员在基于计算机的办公室模拟中处理三个复杂问题情景。在本文中,我们调查了应试者如何看待EES事件,以及社会期望是否会使他们的回答产生偏差,并研究了数据的内部结构以及EES数据与其他几个来源的数据之间的关系。访谈数据和调查数据表明,不存在因社会期望导致的偏差,并且EES事件没有给应试者带来额外负担。遵循多特质多方法方法的相关分析以及基于项目反应理论(IRT)的多维模型校准也支持了结构效度。此外,EES数据与测试动机显示出显著相关性,但与关于非认知方面的通用回顾性自我报告问卷的数据几乎零相关。总之,EES在某些条件下提供了一种测量能力非认知方面的替代方法。例如,EES也是基于自我报告,因此可能不适用于高风险测试。
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