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Sergey Sosnovsky, Saarland University / DFKI
MathGeAr: Evaluation
Methodology
Tampere, 19-21/01/2015
Evaluation Goal
❖ Implement large scale evaluation trials of the reformed courses
to demonstrate that the reformed courses bring educational
value
❖ Improved grades (higher average grade, lower percentage of students
failing the course,…)
❖ Higher knowledge gain (on average, for underachieving students, for
female students, for CS students…)
❖ Lower drop-out rates (how to measure?)
❖ Increased motivation, improved attitude toward learning mathematics
❖ Positive evaluation by students (some students… of some features)
Which of these parameters
should we collect? All of them
Overall experiment design
❖ Longitudinal study
❖ Two groups: Group1 (controlled) and
Group2(experimental)
❖ Each group is observed for one semester
❖ Group1 - in 2015, Group2 - in 2016
❖ Group1 is taught with the old version of the course
❖ Group2 is taught with the new version of the course
❖ Main challenge: inter-group differences as uncontrolled
factors that would influence the results
Assessment methodology
Pre /post-tests
❖ SEFI competencies should be framework for developing tests
questions.
❖ Isomorphism of questions can be achieved by using different
numerical values (avoid complex calculations that would
increase the complexity without influencing difficulty)
❖ Test must assess both the target competencies and prerequisite
competencies

Issues:
- electronic or paper?
- when to organise?
- how long?
- what is the nature of questions?
- … then they will be graded
Pre-questionnaire
❖ Demographics
❖ Gender
❖ Major/speciality
❖ Background
❖ experience with e-Learning
❖ lifetime Math experience
❖ Motivation
❖ Interest in math
❖ Fear of failure
❖ Extrinsic valut
❖ Expectations from the course (amount of learning, need for future studies/
career personal grade prediction)
Challenge:
- cannot be anonymises
Issues:
- electronic or paper?
- when to organise?
Post-questionnaire
❖ Motivation
❖ Interest in math
❖ Fear of failure
❖ Extrinsic valut
❖ How expectations from the course have been met
❖ Which aspect of the course they like/ did not like
❖ …standard course evaluation forms
❖ (during the 2nd semester): Math-Bridge-related
questionnaire
Challenge:
- ensure that students fill
it in
Issues:
- electronic or paper?
- when to organise?

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Evaluation Methodology

  • 1. Sergey Sosnovsky, Saarland University / DFKI MathGeAr: Evaluation Methodology Tampere, 19-21/01/2015
  • 2. Evaluation Goal ❖ Implement large scale evaluation trials of the reformed courses to demonstrate that the reformed courses bring educational value ❖ Improved grades (higher average grade, lower percentage of students failing the course,…) ❖ Higher knowledge gain (on average, for underachieving students, for female students, for CS students…) ❖ Lower drop-out rates (how to measure?) ❖ Increased motivation, improved attitude toward learning mathematics ❖ Positive evaluation by students (some students… of some features) Which of these parameters should we collect? All of them
  • 3. Overall experiment design ❖ Longitudinal study ❖ Two groups: Group1 (controlled) and Group2(experimental) ❖ Each group is observed for one semester ❖ Group1 - in 2015, Group2 - in 2016 ❖ Group1 is taught with the old version of the course ❖ Group2 is taught with the new version of the course ❖ Main challenge: inter-group differences as uncontrolled factors that would influence the results
  • 5. Pre /post-tests ❖ SEFI competencies should be framework for developing tests questions. ❖ Isomorphism of questions can be achieved by using different numerical values (avoid complex calculations that would increase the complexity without influencing difficulty) ❖ Test must assess both the target competencies and prerequisite competencies
 Issues: - electronic or paper? - when to organise? - how long? - what is the nature of questions? - … then they will be graded
  • 6. Pre-questionnaire ❖ Demographics ❖ Gender ❖ Major/speciality ❖ Background ❖ experience with e-Learning ❖ lifetime Math experience ❖ Motivation ❖ Interest in math ❖ Fear of failure ❖ Extrinsic valut ❖ Expectations from the course (amount of learning, need for future studies/ career personal grade prediction) Challenge: - cannot be anonymises Issues: - electronic or paper? - when to organise?
  • 7. Post-questionnaire ❖ Motivation ❖ Interest in math ❖ Fear of failure ❖ Extrinsic valut ❖ How expectations from the course have been met ❖ Which aspect of the course they like/ did not like ❖ …standard course evaluation forms ❖ (during the 2nd semester): Math-Bridge-related questionnaire Challenge: - ensure that students fill it in Issues: - electronic or paper? - when to organise?