From byproduct to design factor: On validating the interpretation of process indicators based on log data

F Goldhammer, C Hahnel, U Kroehne… - Large-Scale Assessments …, 2021 - Springer
International large-scale assessments such as PISA or PIAAC have started to provide public
or scientific use files for log data; that is, events, event-related attributes and timestamps of …

Predicting problem-solving success in an office simulation applying N-grams and a random forest to behavioral process data

S Ludwig, A Rausch, V Deutscher, J Seifried - Computers & Education, 2024 - Elsevier
Predicting students' problem-solving success in computer-based simulations at an early
stage allows adaptive educational systems to provide learners with personalized support. In …

Content and quantity of highlights and annotations predict learning from multiple digital texts

A List, CJ Lin - Computers & Education, 2023 - Elsevier
Learning from multiple texts is an essential yet challenging academic task. Thus, a persistent
need in the field is identifying those strategies that will support students' learning from …

More than (single) text comprehension?–On university students' understanding of multiple documents

N Mahlow, C Hahnel, U Kroehne, C Artelt… - Frontiers in …, 2020 - frontiersin.org
The digital revolution has made a multitude of text documents from highly diverse
perspectives on almost any topic easily available. Accordingly, the ability to integrate and …

Readers' perceived task demands and their relation to multiple document comprehension strategies and outcome

C Schoor, JF Rouet, C Artelt, N Mahlow… - Learning and Individual …, 2021 - Elsevier
Recent research suggests that readers' subjective task understanding influences reading
processes and outcomes. Therefore, the present study's aim was to investigate whether the …

Investigating the cognitive affective engagement model of learning from multiple texts: A structural equation modeling approach

A List - Reading Research Quarterly, 2021 - Wiley Online Library
Given limited work modeling the role of individual difference factors and processing
variables in students' learning from multiple texts, the author evaluates such a model. In …

Reading for university or for myself? Effects of context and beliefs about science on college students' document selection.

C Schoor, JF Rouet, MA Britt - Journal of educational psychology, 2024 - psycnet.apa.org
Previous research on document selection has found that college-level readers are generally
able to differentiate trustworthy from less trustworthy sources. Yet, a preference for selecting …

Advancing to the academics: How did first-year Chinese undergraduates evaluate academic literature?

P Zhao, X Liao - Thinking Skills and Creativity, 2024 - Elsevier
In the context of tertiary education, the ability to evaluate sources is of paramount importance
for students' academic reading and writing development, particularly for first-year university …

Science-utility and science-trust associations and how they relate to knowledge about how science works

C Schoor, A Schütz - Plos one, 2021 - journals.plos.org
Knowledge about how science works, trust in scientists, and the perceived utility of science
currently appear to be eroding in these times in which “alternative facts” or personal …

The effects of reading prompts and of post-reading generative learning tasks on multiple document integration: evidence from concept network analysis

Z Wei, Y Zhang, RB Clariana, X Chen - Educational technology research …, 2024 - Springer
Learning from multiple documents is an essential ability in today's society. This experimental
study used concept network analysis to consider how reading prompts and post-reading …