A systematic review of empirical studies using log data from open‐ended learning environments to measure science and engineering practices

KD Wang, JM Cock, T Käser… - British Journal of …, 2023 - Wiley Online Library
Technology‐based, open‐ended learning environments (OELEs) can capture detailed
information of students' interactions as they work through a task or solve a problem …

Assessment of complex problem solving: What we know and what we don't know

CN Herde, S Wüstenberg, S Greiff - Applied Measurement in …, 2016 - Taylor & Francis
ABSTRACT Complex Problem Solving (CPS) is seen as a cross-curricular 21st century skill
that has attracted interest in large-scale-assessments. In the Programme for International …

Comparison of children's social problem-solving skills who play videogames and traditional games: A cross-cultural study

E Yılmaz, S Yel, MD Griffiths - Computers & Education, 2022 - Elsevier
Social problem-solving is a skill that needs to be developed starting from an early age in
order to cope with the problems encountered in all areas of individual's lives. Studies trying …

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 …

Fair play? Sex‐, age‐, and job‐related correlates of performance in a computer‐based simulation game

KG Melchers, JM Basch - International Journal of Selection and …, 2022 - Wiley Online Library
Gamified and game‐based assessments (GBAs) are increasingly used for personnel
selection but there are concerns that males and younger applicants have an advantage in …

Analysing complex problem-solving strategies from a cognitive perspective: The role of thinking skills

H Wu, G Molnár - Journal of Intelligence, 2022 - mdpi.com
Complex problem solving (CPS) is considered to be one of the most important skills for
successful learning. In an effort to explore the nature of CPS, this study aims to investigate …

The role of strategy knowledge for the application of strategies in complex problem solving tasks

S Wüstenberg, M Stadler, J Hautamäki… - … , Knowledge and Learning, 2014 - Springer
Education in the twenty-first century must prepare students to meet the challenges of a
dynamic and interconnected world. However, assessment of students' skills tends to focus …

Students' exploration strategies in computer-simulated complex problem environments: A latent class approach

S Greiff, G Molnár, R Martin, J Zimmermann… - Computers & …, 2018 - Elsevier
Complex problem solving (CPS) is considered an important educational achievement
indicator. Previous research has indicated that CPS performance depends to a substantial …

Culture and decision making: Influence of analytic versus holistic thinking style on resource allocation in a fort game

LMW Li, T Masuda, T Hamamura… - Journal of Cross …, 2018 - journals.sagepub.com
People have to make different decisions every day, in which culture affects their strategies.
This research examined the role of analytic versus holistic thinking style on resource …

Making the psychological dimension of learning visible: Using technology-based assessment to monitor students' cognitive development

G Molnár, B Csapó - Frontiers in Psychology, 2019 - frontiersin.org
Technology-based assessment offers unique opportunities to collect data on students'
cognitive development and to use that data to provide both students and teachers with …