Rating procedures to evaluate generic critical online reasoning in an open Internet environment

Abstract University students regularly rely on Internet resources for academic work, requiring the ability to critically evaluate search results, identify relevant information, and draw well-founded conclusions. We refer to these skills as critical online reasoning (COR). This paper presents methods to assess Generic Critical Online Reasoning (GEN-COR) in an open Internet environment, focusing on online information acquisition (OIA) and reasoning based on evidence and synthesis (REAS). Based on data from two tasks, we illustrate the principles of task construction and the development of criteria to evaluate task performance. Using data from 376 first-year students from different fields, we examine inter-rater reliability, indicator difficulty, and the factorial structure of OIA and REAS. Results show that human ratings reliably assess GEN-COR performance and that OIA and REAS are distinct, although surprisingly uncorrelated dimensions. Further research is needed to validate these findings across tasks and to integrate critical information evaluation (CIE) skills.

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Publication Details

Journal
Zeitschrift für Erziehungswissenschaft
Published
2026-02-01
DOI
https://doi.org/10.1007/s11618-025-01365-5
Citations
1
Primary Topic
Educational Strategies and Epistemologies
Type
article
Field-Weighted Citation Impact
57.96
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article

Rating procedures to evaluate generic critical online reasoning in an open Internet environment

Johannes Hartig, Carmen Köhler, Philine Drake, Anika Kohmer et al.
1 citations
Zeitschrift für Erziehungswissenschaft
Educational Strategies and Epistemologies
57.96
article

Rating procedures to evaluate generic critical online reasoning in an open Internet environment

Johannes Hartig, Carmen Köhler, Philine Drake, Anika Kohmer, Jannick Illmann, Alisa Stroganova
article en
1 citations

Abstract

Abstract University students regularly rely on Internet resources for academic work, requiring the ability to critically evaluate search results, identify relevant information, and draw well-founded conclusions. We refer to these skills as critical online reasoning (COR). This paper presents methods to assess Generic Critical Online Reasoning (GEN-COR) in an open Internet environment, focusing on online information acquisition (OIA) and reasoning based on evidence and synthesis (REAS). Based on data from two tasks, we illustrate the principles of task construction and the development of criteria to evaluate task performance. Using data from 376 first-year students from different fields, we examine inter-rater reliability, indicator difficulty, and the factorial structure of OIA and REAS. Results show that human ratings reliably assess GEN-COR performance and that OIA and REAS are distinct, although surprisingly uncorrelated dimensions. Further research is needed to validate these findings across tasks and to integrate critical information evaluation (CIE) skills.

Zeitschrift für ErziehungswissenschaftVol. 29(1)
Goethe University Frankfurt (DE), DIPF | Leibniz Institute for Research and Information in Education (DE), Ludwig-Maximilians-Universität München (DE)
Quality Education
Openalex Percentile: Top 0%
Educational Strategies and Epistemologies
57.96
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Rating procedures to evaluate generic critical online reasoning in an open Internet environment — Johannes Hartig, Carmen Köhler, et al. · Zeitschrift für Erziehungswissenschaft (2026) | TGRS Research Map | TGRS