Teachers’ self-reported and actual content-related TPACK – new results on their relation and gender differences

IF 4.1 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Computers and Education Open Pub Date : 2024-07-20 DOI:10.1016/j.caeo.2024.100205
Timo Kosiol, Stefan Ufer
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Abstract

Measuring Technological Pedagogical and Content Knowledge (TPACK) in context is still a pertinent issue, as previously rather decontextualized self-reports have been the predominant measure, while knowledge test instruments are scarce. Self-reports can be interpreted as general measures of performance-related self-beliefs. Still, due to the contextualized nature of TPACK and potential biases, their use as proxies for actual knowledge has been criticized. Self-reports may be especially gender biased as women often underestimate their performance in STEM subjects. Drawing on a sample of N = 161 mathematics in-service and pre-service teachers, we aim to analyze (i) the structure of the self-reported knowledge and (ii) the relationship between self-reported and contextualized actual knowledge. To this end, we used general TPACK self-reports and a test instrument that infers the amount of knowledge separately for each dimension from performance over multiple authentic demands that teachers encounter teaching secondary school mathematics. The current study shows that the TPACK self-beliefs can be separated and measured reliably. Although all self-beliefs show bivariate relations to corresponding actual knowledge dimensions, this changes for PCK and TPCK self-beliefs when other actual knowledge dimensions are controlled. We interpret these findings that TCK self-belief and to a lesser degree CK self-belief seem to be calibrated according to corresponding actual knowledge, while PCK and TPCK self-beliefs are primarily calibrated according to non-pedagogy-related actual knowledge. Lastly, we do not find gender biases, but a small gender effect with lower actual and self-reported knowledge for female teachers over all dimensions.

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教师自我报告和实际掌握的与教学内容相关的专业技能知识--关于二者关系和性别差异的新结果
测量技术教学与内容知识(TPACK)的背景仍然是一个相关的问题,因为以前的测量方法主要是非背景化的自我报告,而知识测试工具却很少。自我报告可以被解释为与绩效相关的自我信念的一般测量方法。然而,由于专题知识包的情境性和潜在偏差,将其用作实际知识的代用指标受到了批评。由于女性经常低估自己在 STEM 学科中的表现,因此自我报告尤其可能存在性别偏见。我们以 161 名在职和职前数学教师为样本,旨在分析:(i) 自我报告知识的结构;(ii) 自我报告知识与情境化实际知识之间的关系。为此,我们使用了一般的 TPACK 自我报告和一种测试工具,该工具可根据教师在中学数学教学中遇到的多种真实需求的表现,分别推断出每个维度的知识量。目前的研究表明,TPACK 的自我信念是可以分离和可靠测量的。尽管所有的自我信念都与相应的实际知识维度呈现出双变量关系,但在控制了其他实际知识维度后,PCK 和 TPCK 自我信念的双变量关系发生了变化。我们对这些发现的解释是,TCK 的自我信念以及在较小程度上 CK 的自我信念似乎是根据相应的实际知识校准的,而 PCK 和 TPCK 的自我信念主要是根据与教育学无关的实际知识校准的。最后,我们没有发现性别偏差,但在所有维度上,女教师的实际知识和自我报告知识都较低,这说明性别效应较小。
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