Using Local and Global Self-Evaluations to Predict Students' Problem Solving Behaviour

Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

Authors

  • Lenka Schnaubert
  • Eric Andrès
  • Susanne Narciss
  • Sergey Sosnovsky
  • Anja Eichelmann
  • Giorgi Goguadze
This paper investigates how local and global self-evaluations of capabilities can be used to predict pupils’ problem-solving behaviour in the domain of fraction learning. To answer this question we analyzed logfiles of pupils who worked on multi-trial fraction tasks. Logistic regression analyses revealed that local confidence judgements assessed online improve the prediction of post-error solving, as well as skipping behaviour significantly, while pre-assessed global perception of competence failed to do so. Yet, for all computed models, the impact of our prediction is rather small. Further research is necessary to enrich these models with other relevant user- as well as task-characteristics to make them usable for adaptation.
Original languageEnglish
Title of host publication21st Century Learning for 21st Century Skills : 7th European Conference of Technology Enhanced Learning, EC-TEL 2012, Saarbrücken, Germany, September 18-21, 2012. Proceedings
EditorsAndrew Ravenscroft, Stefanie Lindstaedt, Carlos Delgado Kloos, Davinia Hernández-Leo
Number of pages14
PublisherSpringer Verlag
Publication date2012
Pages334-347
ISBN (print)978-3-642-33262-3
ISBN (electronic)978-3-642-33263-0
DOIs
Publication statusPublished - 2012
Externally publishedYes
Event7th European Conference for Technology-Enhanced Learning EC- TEL 2012 - Saarbrücken, Germany
Duration: 18.09.201221.09.2012
Conference number: 7
http://www.prolearn-academy.org/Events/ec-tel-2012-seventh-european-conference-on-technology-enhanced-learning

Recently viewed

Publications

  1. A decoupled MPC using a geometric approach and feedforward action for motion control in robotino
  2. XOperator - Interconnecting the semantic web and instant messaging networks
  3. Continuous 3D scanning mode using servomotors instead of stepping motors in dynamic laser triangulation
  4. A denoising procedure using wavelet packets for instantaneous detection of pantograph oscillations
  5. Digital Control of a Camless Engine Using Lyapunov Approach with Backward Euler Approximation
  6. A coding scheme to analyse global text processing in computer supported collaborative learning: What eye movements can tell us
  7. Tracing exploratory modes in digital collections of museum Web sites using reverse information architecture
  8. Using the flatness of DC-Drives to emulate a generator for a decoupled MPC using a geometric approach for motion control in Robotino
  9. Intersection tests for the cointegrating rank in dependent panel data
  10. Methodologies for Noise and Gross Error Detection using Univariate Signal-Based Approaches in Industrial Application
  11. Correlation between mechanical behaviour and microstructure in the Mg-Ca-Si-Sr system for degradable biomaterials based on thermodynamic calculations
  12. Classical PI Controllers with Anti-Windup Techniques Applied on Level Systems
  13. Analysis and comparison of two finite element algorithms for dislocation density based crystal plasticity
  14. Methodologies for noise and gross error detection using univariate signal-based approaches in industrial applications
  15. Joint entity and relation linking using EARL
  16. Introducing parametric uncertainty into a nonlinear friction model
  17. Framework for the Parallelized Development of Estimation Tasks for Length, Area, Capacity and Volume in Primary School - A Pilot Study
  18. Changes of Perception
  19. Stepwise-based optimizing approaches for arrangements of loudspeaker in multi-zone sound field reproduction
  20. Contributions of declarative and procedural memory to accuracy and automatization during second language practice
  21. More input, better output
  22. Modeling and numerical simulation of multiscale behavior in polycrystals via extended crystal plasticity
  23. A geometric approach for controlling an electromagnetic actuator with the help of a linear Model Predictive Control
  24. Universal Threshold Calculation for Fingerprinting Decoders using Mixture Models
  25. A model predictive control for an aggregate actuator with a self-tuning initial condition procedure in combustion engines
  26. Recurrence quantificationanalysis as a general-purpose tool for bridging the gap between qualitative and quantitative analysis
  27. Optimal regulation for dynamic hybrid systems based on dynamic programming in the case of an intelligent vehicle drive assistant
  28. Understanding reading as a form of language-use
  29. DialogueMaps: Supporting interactive transdisciplinary dialogues with a web-based tool for multi-layer knowledge maps
  30. Geographical patterns in prediction errors of species distribution models
  31. Automatic enumeration of all connected subgraphs.
  32. Second language learners' performance in mathematics
  33. Robust Flatness Based Control of an Electromagnetic Linear Actuator Using Adaptive PID Controller
  34. A computational study of a model of single-crystal strain-gradient viscoplasticity with an interactive hardening relation