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 …

Problem-Based Learning with Character-Emphasis and Naturalist Intelligence: Examining Students Critical Thinking and Curiosity.

S Prayogi, M Asy'ari - International Journal of Instruction, 2021 - ERIC
This research aimed to examine the effects of problem-based learning with character
emphasis and naturalist intelligence on the students' critical thinking skills and curiosity. This …

Coordinating modalities of mathematical collaboration in shared VR environments

W Huang, C Walkington, MJ Nathan - International Journal of Computer …, 2023 - Springer
This study investigates how learners collaboratively construct embodied geometry
knowledge in shared VR environments. Three groups of in-service teachers collaboratively …

Combining clickstream analyses and graph-modeled data clustering for identifying common response processes

E Ulitzsch, Q He, V Ulitzsch, H Molter, A Nichterlein… - psychometrika, 2021 - Springer
Complex interactive test items are becoming more widely used in assessments. Being
computer-administered, assessments using interactive items allow logging time-stamped …

A machine learning-based procedure for leveraging clickstream data to investigate early predictability of failure on interactive tasks

E Ulitzsch, V Ulitzsch, Q He, O Lüdtke - Behavior Research Methods, 2023 - Springer
Early detection of risk of failure on interactive tasks comes with great potential for better
understanding how examinees differ in their initial behavior as well as for adaptively …

Exploring students' critical thinking and curiosity: a study on problem-based learning with character development and naturalist intelligence

S Suhirman, I Ghazali - International Journal of Essential …, 2022 - journal-center.litpam.com
This study aimed to investigate the impact of problem-based learning with a focus on
character development and naturalist intelligence on critical thinking (CT) abilities and …

Using sequence mining techniques for understanding incorrect behavioral patterns on interactive tasks

E Ulitzsch, Q He, S Pohl - Journal of Educational and …, 2022 - journals.sagepub.com
Interactive tasks designed to elicit real-life problem-solving behavior are rapidly becoming
more widely used in educational assessment. Incorrect responses to such tasks can occur …

Exploring behavioural patterns during complex problem‐solving

B Eichmann, S Greiff, J Naumann… - Journal of Computer …, 2020 - Wiley Online Library
In this explorative study, we investigate how sequences of behaviour are related to success
or failure in complex problem‐solving (CPS). To this end, we analysed log data from two …

Using social media affordances to support Ill-structured problem-solving skills: considering possibilities and challenges

AA Koehler, DR Vilarinho-Pereira - Educational technology research and …, 2023 - Springer
Educators consider the development of problem-solving skills in learners to be a primary
goal of contemporary teaching and learning efforts. Yet, participating in problem-centered …

Patterns of reading behaviour in digital hypertext environments

C Hahnel, D Ramalingam, U Kroehne… - Journal of Computer …, 2023 - Wiley Online Library
Background Computer‐based assessment allows for the monitoring of reader behaviour.
The identification of patterns in this behaviour can provide insights that may be useful in …