Promoting active learning in Mathematics – a ‘Problems First’ approach.
Donal Healy
Martin Marjoram
Ciaran O’Sullivan
James Reilly
Paul Robinson
5 th Annual Conference in Mathematics and Statistics
Service Teaching and Learning
24 th
IT Carlow and 25 th May 2010
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Problems First
•
Brief background to project
•
The 3 sub- projects:
1.
‘Problems First’ for Mechanical Year 1 Group
2.
‘Problems First’ for Pharmaceutical Science Year 1 Group
3.
Reflective Sheets in Key Skills Testing in Electronic Engineering Year 3
Layout for each description :
Implementation
Student Feedback
Effectiveness of approach
Lessons Learnt
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Motivation: ongoing challenge engaging students in active learning in mathematics
Move from traditional to total enquiry based approach daunting
Approach of incremental change in delivery is under investigation at the ITT Dublin.
Funded by SIF CONTINUE Innovations in
Teaching, Learning, and and/or Inclusive
Education Project
Main aim - encourage active learning
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Staff identified areas or aspects of 3 existing
Mathematics module to be modified to
improve student engagement with the module
increase student reflection on their learning
hence lead improve learning
Designed questionnaire for evaluation of student experience of this approach
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‘Problems First’ for Mechanical Year 1 Group
Why?
Mathematics 1 module, 1 st semester level 7 degree in Mechanical Engineering
6 review sections at beginning of module.
40% of the overall course
Lecturer unhappy with traditional approach for review part
New approach
(Christenson input at 2008 SEFI 14 (MWG) conference) materials to be studied are introduced via problem sets given to the students to work on first
followed with a subsequent lecture session to deal with any issues arising and to recap the material.
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(Mechanical Year 1)
For each of the 6 review sections: students first given a problem sheet; this was augmented where necessary by input from the lecturer
What Happened:
Most sessions students worked on problems , lecturer helping individuals or small groups when his help was sought.
Some sessions were devoted to recapping and summarising key concepts that had arisen from the review problem sheets.
What was needed:
Class materials to enable this approach
Problem Sheets ( modified and added detailed solutions),
Topic notes ( Gap notes edited and filled)
Reflective diary template for the lecturer.
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(Mechanical Year 1)
Questionnaire
4 point Likert scale:
Agree Strongly, Agree, Disagree and Disagree Strongly
5 areas
Area:
Facilitation:
Documentation:
Organisation of learning:
Demonstration of Learning:
Group learning – dynamics and processes:
Questions
1 to 4
5, 6
7
8
9 to 12
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Mechanical Year 1 (n =21)
most students agreed or agreed strongly in most statement categories.
In particular there was strong agreement regarding the materials used, the ease of asking questions and confidence in answering exam questions in these topics.
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(Mechanical Year 1)
Comparisons of student performance between:
2009 ‘Problems First’ group and 3 previous academic years.
Benchmark prior attainment using Leaving Certificate
Mathematics grade (points):
2006, 2007, 2008 Students
Average Leaving Certificate Mathematics points score
42.5
2009 Students
38.24
Mathematics 1
Same lecturer
Method and standard of assessment components kept equivalent
All questions compulsory on the end of semester examination.
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(Mechanical Year 1)
Two measures.
1. improvement in student mark between a one hour diagnostic test (administered at the first lecture) and an equivalent diagnostic test re-take
(administered after the review material has been completed)
2. student performance on the end of semester examination
Average improvement between Diagnostic test and CA test results (%)
Average
End of semester examination result
(%)
Number of students taking examination.
2006, 2007, 2008 Students
40.10
50.92
48
2009 Students
25.57
58.14
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Mechanical Engineering student performance comparisons.
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(Mechanical Year 1)
Food for thought !
No short term improved learning of the review material
Overall improvement in module performance.
Variation in test improvement scores and in examination performance was significant at p =1% level.
Used one –way ANCOVA (analysis of co-variance with for example year as factor , leaving certificate mathematics points as co-variate and test improvement score as response )
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(Mechanical Year 1)
Observations
an improved level of engagement by the 2009 student cohort
Evident continued student effort late in the semester
Statistically significant improvement at a p =1% level examination questions for topics covered later in semester, for example:
2006, 2007, 2008 Students
Average Mark on examination question on the last topic covered in the semester
36.2 %
2009 Students 55.5%
Future plan
Repeat the Problems First approach,
But refine of the materials and approach for the review sections using Insights recorded in the reflective diary key in informing changes.
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‘Problems First’ for Pharma Science Yr 1 Group
Why?
Mathematics 1 module 1 st semester level 8 degree in Pharmaceutical Science
Section traditionally ignored by this class
Not attempted by many in exam
Poor marks from those who did the question
Encourage students to engage with lecturer outside class hours
One hour less per week, class size doubled
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(Pharmaceutical Science Year 1)
Unseen problem
Groups of 4
Terms not explained
10 weeks
Series of introductory tasks
Regular opportunities to meet with lecturer
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Pharmaceutical Science Year 1 (n =26)
There was strong agreement with the following statements:
The structure of the project enabled me to take more responsibility for my own learning
I felt comfortable asking questions relating to the project
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Pharmaceutical Science Year 1 (n =26)
There was strong disagreement with the following statement:
I found the problem presented to be easy to follow
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(Pharmaceutical Science Year 1)
Comparisons of student performance between:
2009 ‘Problems First’ group and previous academic year.
No significant difference in marks at 5% level
Perhaps not a bad thing given the circumstances!
Mathematics 1
Same lecturer
Method and standard of assessment kept equivalent
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(Pharmaceutical Science Year 1)
Introductory tasks completed to a very high standard
Main aims not achieved by most
Lack of engagement until shortly before deadline.
Preliminary deadlines to be implemented in future
Final deadline earlier in semester. Most students who did finally engage seemed surprised and encouraged by the benefits
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Students do not bring key knowledge with them from one semester to the next
Students do not master the basics
Students need to refresh their key mathematics knowledge continuously
BUT
Students will not concentrate on anything with no marks attached
In later semesters, the basics are not tested directly
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Key Skills consists of
1.
many categories of multi-choice questions
•
•
Designed to test material our students MUST be able to do.
• Each question comes with immediate feedback and reference to a book chapter and an electronic resource.
2.
the tests draw randomly from particular categories of questions
•
The tests are Moodle multichoice quizzes
We allow the tests to be repeated several times over a semester
•
Only a high mark is rewarded with credit
3.
different tests
•
For different groups and in different semesters.
•
We test material from earlier semesters that we consider to be
“Key Skills” for the current semester.
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Absence of Reflective Learning?
While there was no systematic survey, many students admitted not working on Key Skills topics between tests and not having any record of the question categories they got wrong.
We want students to be active learners and enforce a delay
(usually of several days) between tests to allow students to consider question feedback and review their test attempts.
Reflection Sheets
Since September 2009 a structured reflection sheet has been piloted in 3 rd Year Electronic Engineering to prompt students to identify and record areas in which they need to do revision work ahead of their next test attempt. Actions must be filled in against some or all of the question categories they got wrong and the sheet returned before their next attempt.
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Reflection Sheets
Piloted since September 2009
Sheet must be returned to the lecturer before the student may repeat the test
Actions must be filled in against some wrong answers
Examples: 4 reflection sheets for 2 students
(who sat 5 tests each).
Student 1:
Student 2:
Mark sequence: 8 8 8 13 13
Mark sequence: 6 6 8 10 13
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The reflection sheets themselves are a record of student feedback
Some students (as above) filled the sheets in very diligently giving detailed actions
Others were careless about which questions they got wrong and gave only generic actions, such as
“studied” or “revised”
No detailed study done on content of sheets – the focus was on ensuring that a sheet was returned by every student before every repeat attempt and that every student scoring less than full marks on a test was provided with a sheet immediately and encouraged to mark the wrong answers immediately
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For students taking more than one test
A much larger proportion of the group with reflection sheets reached the threshold level of 10 right answers
(where they begin to get more than 0% for Key Skills).
Since the introduction of Reflection Sheets, there have been increases in:
The mean best score
The mean increase (1 st test to best test)
The proportion of tests better than the previous test
The mean mark in the semester examination
[However, these increases for the most part are not large enough to be considered statistically significant.]
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Complication in Assessing Effectiveness
In 2007 (the first year of Key Skills), students were allowed to compensate for poor Key Skills marks with their performance in their midterm test and semester examination. This led to some students not engaging fully in the process. Since 2008, the 15% for Key Skills is based solely on Key Skills performance.
2009 students (with reflection sheets) are compared to
2007 and 2008 students combined and to 2008 students only (where the reflection sheets were the only difference in approach).
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Fisher’s Exact Test: 2 × 2 Contingency Table of Passing Threshold of 10 Right Answers
With Sheet
No Sheet ('07 & '08)
No Sheet ('08 only)
All Repeating Students
Passing
Threshold
18
Not
Passing
1 p-value
30
17
14
7
0.0198
0.0504
Sub-Threshold Students
Passing
Threshold
13
Not
Passing
1 p-value
14
9
14
7
0.0061
0.0296
p-value: the probability that all of the students are from the same population and the proportions observed occurred randomly.
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All Repeating Students Sub-Threshold Students
2007 and 2008 2008 only 2007 and 2008 2008 only p-value 0.0095
0.0485
0.0381
0.1261
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•
Notes:
“Increase” for each student = Best score – First Score.
Two sample t -test gives lower p-values.
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It is strongly recommended that the reflection sheet be viewed as an essential element in implementing key skills testing.
The combination of using reflection sheets and offering no compensation for poor key skills performance seems to offer the best approach.
Future Implementation
Efforts to improve the quality of students’ entries under
“Actions” will be considered.
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