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www.helsinki.fi/yliopisto
Importance of engagement
during first-year studies
Ph.D. candidate Elina Ketonen (elina.e.ketonen@helsinki.fi),
Anne Haarala-Muhonen, Laura Hirsto, Jari Hänninen, Kirsti Keltikangas, Kristiina Wähälä &
Professor (PI) Kirsti Lonka
Faculty of Behavioural Sciences
University of Helsinki, Finland
kirsti.lonka@helsinki.fi
Twitter @kirstilonka #EFYE2013
15.5.2013
Faculty of Behavioural Sciences / Ketonen et al. /
EFYE Conference, May 14, 2013, Helsinki, Finland 1
www.helsinki.fi/yliopistowww.helsinki.fi/yliopisto
Faculty of Behavioural Sciences / Ketonen et al. / EFYE Conference, May 14,
2013, Helsinki, Finland 2
www.indoorenvironment.org
Creating new solutions for designing
schools and universities in Finland
Prof Kirsti Lonka et al. 2011-2015
WP4 Task 1.1 Learning
Environments
www.helsinki.fi/yliopisto
• There is a long history of research on student
learning in higher education
• Previous research has applied a number of
frameworks when examining studying in university:
‒ Student approaches to learning (SAL)
e.g. Biggs 1987; Entwistle & Ramsden, 1983; Lonka &
Lindblom-Ylänne, 1996; Marton & Säljö, 1976
‒ Self-regulated learning (SRL)
e.g. Boekaerts, 1997; Pintrich, 2000; Vermunt, 1998
‒ Motivation (Cognitive and attributional startegies, SAQ)
e.g. Cantor, 1990; Eronen, Nurmi, & Salmela-Aro, 1998;
Jones & Berglas 1978; Martin, Marsh, & Debus, 2001;
Norem, 1989; Nurmi, Aunola, Salmela-Aro, & Lindroos, 2003
15.5.2013 4
Faculty of Behavioural Sciences / Ketonen et al. /
EFYE Conference, May 14, 2013, Helsinki, Finland
Introduction
www.helsinki.fi/yliopisto
Dynamic Interplay between Students
and their Learning Environment
THE LEARNER
ENVIRONMENT
Challenge
STUDYING
PERCEPTION FRICTIONS
Instruction
Orientation
Competence
Goals
Motivation
Modified on the basis of
Lindblom-Ylänne & Lonka, 2000
15.5.2013 6
Faculty of Behavioural Sciences / Ketonen et al. /
EFYE Conference, May 14, 2013, Helsinki, Finland
Teacher regulation and
student regulation of learning
(Vermunt & Verloop, 1999)
Degree of
Student
Degree of Teacher regulation of
learning
regulation
of learning Strong Shared Loose
High Destructive
friction
Destr/Constr
friction
Congruence
Intermediate Destructive
friction
Congruence Constructive
friction
Low Congruence Constructive
friction
Destructive
friction
www.helsinki.fi/yliopisto 15.5.2013 7
Faculty of Behavioural Sciences / Ketonen et al. /
EFYE Conference, May 14, 2013, Helsinki, Finland
Results from the pre-study
Three general learning profiles were identified among
teacher students:
• Unstressed students (38%)
• Committed students (29%)
• Dysfunctional students (33%)
Committed students invested most time in
self-studying.
Dysfunctional students had weakest sense
of competence.
No differences in study success.
www.helsinki.fi/yliopisto
We looked at relationships between
• problems in studying (e.g. in self-regulation)
• motivation (optimism vs. task avoidance)
• experienced challenge and competence
• study engagement
• confidence of one’s career choice
among first-year students from different domains
15.5.2013 8
Faculty of Behavioural Sciences / Ketonen et al. /
EFYE Conference, May 14, 2013, Helsinki, Finland
Aims
www.helsinki.fi/yliopisto
1) What kinds of groups could be found to classify the
participants according to exhaustion, lack of
regulation, lack of interest, task avoidance, and
optimism? (same variables as in pre-study)
2) Did these groups differ in terms of domain (faculty)
3) How did these groups differ in terms of experienced
challenge and competence, study engagement,
career choice, invested self-study time and study
success?
15.5.2013 9
Faculty of Behavioural Sciences / Ketonen et al. /
EFYE Conference, May 14, 2013, Helsinki, Finland
Research questions
www.helsinki.fi/yliopisto
The participants were 697 first-year students from
• teacher education,
• chemistry,
• theology,
• law and
• engineering
from the University of Helsinki and Aalto University
15.5.2013 10
Faculty of Behavioural Sciences / Ketonen et al. /
EFYE Conference, May 14, 2013, Helsinki, Finland
Participants
www.helsinki.fi/yliopisto
• Pre-test questionnaire measuring problems in
studying, optimism, task avoidance, experienced
challenge and competence, study engagement,
career choice etc.
• Follow-up questionaire (during the course)
measuring academic emotions, invested self-study
time etc.
• Study success assessed on basis of course
examinations
• Step-wise cluster analysis and various ANOVA tests
were conducted (a person-oriented approach)
15.5.2013 11
Faculty of Behavioural Sciences / Ketonen et al. /
EFYE Conference, May 14, 2013, Helsinki, Finland
Materials and Procedures
www.helsinki.fi/yliopisto
Variables
15.5.2013 12
Faculty of Behavioural Sciences / Ketonen et al. /
EFYE Conference, May 14, 2013, Helsinki, Finland
General learning
profiles
(cluster analysis)
Exhaustion
Lack of Regulation
Lack of Interest
Task Avoidance
Optimism
SAQ & MED NORD
-questionnaire
(Lonka et al., 2008)
Challenge
Competence
Study engagement
Career choice
Self-study time
Study success
Backround variables
Domain (faculty)
Gender
Age
Dependent variables
www.helsinki.fi/yliopisto 15.5.2013 13
Faculty of Behavioural Sciences / Ketonen et al. /
EFYE Conference, May 14, 2013, Helsinki, Finland
Cluster analysis
1
2
3
4
5
6
ExhaustionLack of regulationLack of interestTask avoidanceOptimism
Group 1
Group 2
Group 3
Figure 1. General learning profiles (mean scores) of the groups.
www.helsinki.fi/yliopisto 15.5.2013 14
Faculty of Behavioural Sciences / Ketonen et al. /
EFYE Conference, May 14, 2013, Helsinki, Finland
Learning profiles
Three clusters (general learning profiles)
were identified:
• Optimistic, functional students (44%)
• Optimistic students with study problems (33%)
• Pessimistic, dysfunctional students (23%)
www.helsinki.fi/yliopisto
0
50
100
150
200
250
Optimistic, functionalOptimistic with problemsPessimistic, dysfunctional
teacher educ.
chemistry
law
theology
engineering
15.5.2013 15
Faculty of Behavioural Sciences / Ketonen et al. /
EFYE Conference, May 14, 2013, Helsinki, Finland
Differences between domains
www.helsinki.fi/yliopisto 15.5.2013 16
Faculty of Behavioural Sciences / Ketonen et al. /
EFYE Conference, May 14, 2013, Helsinki, Finland
Differences between clusters
p = .000
p = .000
p = .000
p = .000
Optimistic,
functional
Optimistic with
problems
Pessimistic,
dysfunctional
Challenge (1-7) 4.6 5.2 4.8
Competence (1-7) 5.6 4.8 4.2
Study engagement (1-6) 4.4 4.1 3.4
Career choice (1-5) 4.2 3.9 2.9
Table 1. Between-group differences in experienced challenge and competence,
study engagement, and confidence of career choice.
www.helsinki.fi/yliopisto
Optimistic,
functional
Optimistic
with problems
Pessimistic,
dysfunctional
Invested self-study (h) 5.5 5.0 1.5
Planned self-study (h) 13.8 13.0 5.6
Expected success (0-5) 3.4 3.2 2.6
Study success (0-5) 3.5 3.3 2.7
15.5.2013 17
Faculty of Behavioural Sciences / Ketonen et al. /
EFYE Conference, May 14, 2013, Helsinki, Finland
Differences in self-study and
study success
p = .038
p = .002
p = .007
p = .003
Table 2. Between-group differences in invested and planned self-study, and
expected and actual study success.
www.helsinki.fi/yliopisto
Discussion with the audience
15.5.2013 18
Faculty of Behavioural Sciences / Ketonen et al. /
EFYE Conference, May 14, 2013, Helsinki, Finland
www.helsinki.fi/yliopisto
• Experienced level of challenge and competence were
different  this supports the idea of
constructive/destructive friction, where different groups of
students react in various ways:
• Optimistic, functional students  highest sense of
competence, study engagement and confidence of career
choice
• Optimistic with problems  expressed highest challenge
• Pessimistic, dysfunctional  lowest sense of competence,
study engagement and confidence of career choice,
invested least time in self-study and got lowest grades
15.5.2013 19
Faculty of Behavioural Sciences / Ketonen et al. /
EFYE Conference, May 14, 2013, Helsinki, Finland
Our preliminary reflections
www.helsinki.fi/yliopisto
Ketonen, E., & Lonka, K. (2012). Do situational academic emotions predict academic
outcomes in a lecture course? Procedia - Social and Behavioral Sciences 69, 1901-
1910. http://www.sciencedirect.com/science/article/pii/S187704281205611X
Lindblom-Ylänne, S., & Lonka, K. (2000). Dissonant study orchestrations of high
achieving university students. European Journal of Psychology of Education, 15(1), 19-
32.
Lonka, K., & Ketonen, E. (2012). How to make a lecture course an engaging learning
experience? Studies for the Learning Society, 2(2-3), 63-74.
http://versita.metapress.com/content/6604263706320662/fulltext.pdf
Lonka, K., Sharafi, P., Karlgren, K., Masiello I., Nieminen, J., Birgegård, G., &
Josephson, A. (2008). MED NORD - A tool for measuring medical students’ well-being
and study orientations. Medical Teacher, 30(1), 72-79.
Vermunt, J.D.H.M., & Verloop, N. (1999). Congruence and friction between learning
and teaching. Learning and Instruction 9(3), 257-280.
15.5.2013 20
Faculty of Behavioural Sciences / Ketonen et al. /
EFYE Conference, May 14, 2013, Helsinki, Finland
Key references

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Ketonen et al. EFYE2013

  • 1. www.helsinki.fi/yliopisto Importance of engagement during first-year studies Ph.D. candidate Elina Ketonen (elina.e.ketonen@helsinki.fi), Anne Haarala-Muhonen, Laura Hirsto, Jari Hänninen, Kirsti Keltikangas, Kristiina Wähälä & Professor (PI) Kirsti Lonka Faculty of Behavioural Sciences University of Helsinki, Finland kirsti.lonka@helsinki.fi Twitter @kirstilonka #EFYE2013 15.5.2013 Faculty of Behavioural Sciences / Ketonen et al. / EFYE Conference, May 14, 2013, Helsinki, Finland 1
  • 2. www.helsinki.fi/yliopistowww.helsinki.fi/yliopisto Faculty of Behavioural Sciences / Ketonen et al. / EFYE Conference, May 14, 2013, Helsinki, Finland 2
  • 3. www.indoorenvironment.org Creating new solutions for designing schools and universities in Finland Prof Kirsti Lonka et al. 2011-2015 WP4 Task 1.1 Learning Environments
  • 4. www.helsinki.fi/yliopisto • There is a long history of research on student learning in higher education • Previous research has applied a number of frameworks when examining studying in university: ‒ Student approaches to learning (SAL) e.g. Biggs 1987; Entwistle & Ramsden, 1983; Lonka & Lindblom-Ylänne, 1996; Marton & Säljö, 1976 ‒ Self-regulated learning (SRL) e.g. Boekaerts, 1997; Pintrich, 2000; Vermunt, 1998 ‒ Motivation (Cognitive and attributional startegies, SAQ) e.g. Cantor, 1990; Eronen, Nurmi, & Salmela-Aro, 1998; Jones & Berglas 1978; Martin, Marsh, & Debus, 2001; Norem, 1989; Nurmi, Aunola, Salmela-Aro, & Lindroos, 2003 15.5.2013 4 Faculty of Behavioural Sciences / Ketonen et al. / EFYE Conference, May 14, 2013, Helsinki, Finland Introduction
  • 5. www.helsinki.fi/yliopisto Dynamic Interplay between Students and their Learning Environment THE LEARNER ENVIRONMENT Challenge STUDYING PERCEPTION FRICTIONS Instruction Orientation Competence Goals Motivation Modified on the basis of Lindblom-Ylänne & Lonka, 2000
  • 6. 15.5.2013 6 Faculty of Behavioural Sciences / Ketonen et al. / EFYE Conference, May 14, 2013, Helsinki, Finland Teacher regulation and student regulation of learning (Vermunt & Verloop, 1999) Degree of Student Degree of Teacher regulation of learning regulation of learning Strong Shared Loose High Destructive friction Destr/Constr friction Congruence Intermediate Destructive friction Congruence Constructive friction Low Congruence Constructive friction Destructive friction
  • 7. www.helsinki.fi/yliopisto 15.5.2013 7 Faculty of Behavioural Sciences / Ketonen et al. / EFYE Conference, May 14, 2013, Helsinki, Finland Results from the pre-study Three general learning profiles were identified among teacher students: • Unstressed students (38%) • Committed students (29%) • Dysfunctional students (33%) Committed students invested most time in self-studying. Dysfunctional students had weakest sense of competence. No differences in study success.
  • 8. www.helsinki.fi/yliopisto We looked at relationships between • problems in studying (e.g. in self-regulation) • motivation (optimism vs. task avoidance) • experienced challenge and competence • study engagement • confidence of one’s career choice among first-year students from different domains 15.5.2013 8 Faculty of Behavioural Sciences / Ketonen et al. / EFYE Conference, May 14, 2013, Helsinki, Finland Aims
  • 9. www.helsinki.fi/yliopisto 1) What kinds of groups could be found to classify the participants according to exhaustion, lack of regulation, lack of interest, task avoidance, and optimism? (same variables as in pre-study) 2) Did these groups differ in terms of domain (faculty) 3) How did these groups differ in terms of experienced challenge and competence, study engagement, career choice, invested self-study time and study success? 15.5.2013 9 Faculty of Behavioural Sciences / Ketonen et al. / EFYE Conference, May 14, 2013, Helsinki, Finland Research questions
  • 10. www.helsinki.fi/yliopisto The participants were 697 first-year students from • teacher education, • chemistry, • theology, • law and • engineering from the University of Helsinki and Aalto University 15.5.2013 10 Faculty of Behavioural Sciences / Ketonen et al. / EFYE Conference, May 14, 2013, Helsinki, Finland Participants
  • 11. www.helsinki.fi/yliopisto • Pre-test questionnaire measuring problems in studying, optimism, task avoidance, experienced challenge and competence, study engagement, career choice etc. • Follow-up questionaire (during the course) measuring academic emotions, invested self-study time etc. • Study success assessed on basis of course examinations • Step-wise cluster analysis and various ANOVA tests were conducted (a person-oriented approach) 15.5.2013 11 Faculty of Behavioural Sciences / Ketonen et al. / EFYE Conference, May 14, 2013, Helsinki, Finland Materials and Procedures
  • 12. www.helsinki.fi/yliopisto Variables 15.5.2013 12 Faculty of Behavioural Sciences / Ketonen et al. / EFYE Conference, May 14, 2013, Helsinki, Finland General learning profiles (cluster analysis) Exhaustion Lack of Regulation Lack of Interest Task Avoidance Optimism SAQ & MED NORD -questionnaire (Lonka et al., 2008) Challenge Competence Study engagement Career choice Self-study time Study success Backround variables Domain (faculty) Gender Age Dependent variables
  • 13. www.helsinki.fi/yliopisto 15.5.2013 13 Faculty of Behavioural Sciences / Ketonen et al. / EFYE Conference, May 14, 2013, Helsinki, Finland Cluster analysis 1 2 3 4 5 6 ExhaustionLack of regulationLack of interestTask avoidanceOptimism Group 1 Group 2 Group 3 Figure 1. General learning profiles (mean scores) of the groups.
  • 14. www.helsinki.fi/yliopisto 15.5.2013 14 Faculty of Behavioural Sciences / Ketonen et al. / EFYE Conference, May 14, 2013, Helsinki, Finland Learning profiles Three clusters (general learning profiles) were identified: • Optimistic, functional students (44%) • Optimistic students with study problems (33%) • Pessimistic, dysfunctional students (23%)
  • 15. www.helsinki.fi/yliopisto 0 50 100 150 200 250 Optimistic, functionalOptimistic with problemsPessimistic, dysfunctional teacher educ. chemistry law theology engineering 15.5.2013 15 Faculty of Behavioural Sciences / Ketonen et al. / EFYE Conference, May 14, 2013, Helsinki, Finland Differences between domains
  • 16. www.helsinki.fi/yliopisto 15.5.2013 16 Faculty of Behavioural Sciences / Ketonen et al. / EFYE Conference, May 14, 2013, Helsinki, Finland Differences between clusters p = .000 p = .000 p = .000 p = .000 Optimistic, functional Optimistic with problems Pessimistic, dysfunctional Challenge (1-7) 4.6 5.2 4.8 Competence (1-7) 5.6 4.8 4.2 Study engagement (1-6) 4.4 4.1 3.4 Career choice (1-5) 4.2 3.9 2.9 Table 1. Between-group differences in experienced challenge and competence, study engagement, and confidence of career choice.
  • 17. www.helsinki.fi/yliopisto Optimistic, functional Optimistic with problems Pessimistic, dysfunctional Invested self-study (h) 5.5 5.0 1.5 Planned self-study (h) 13.8 13.0 5.6 Expected success (0-5) 3.4 3.2 2.6 Study success (0-5) 3.5 3.3 2.7 15.5.2013 17 Faculty of Behavioural Sciences / Ketonen et al. / EFYE Conference, May 14, 2013, Helsinki, Finland Differences in self-study and study success p = .038 p = .002 p = .007 p = .003 Table 2. Between-group differences in invested and planned self-study, and expected and actual study success.
  • 18. www.helsinki.fi/yliopisto Discussion with the audience 15.5.2013 18 Faculty of Behavioural Sciences / Ketonen et al. / EFYE Conference, May 14, 2013, Helsinki, Finland
  • 19. www.helsinki.fi/yliopisto • Experienced level of challenge and competence were different  this supports the idea of constructive/destructive friction, where different groups of students react in various ways: • Optimistic, functional students  highest sense of competence, study engagement and confidence of career choice • Optimistic with problems  expressed highest challenge • Pessimistic, dysfunctional  lowest sense of competence, study engagement and confidence of career choice, invested least time in self-study and got lowest grades 15.5.2013 19 Faculty of Behavioural Sciences / Ketonen et al. / EFYE Conference, May 14, 2013, Helsinki, Finland Our preliminary reflections
  • 20. www.helsinki.fi/yliopisto Ketonen, E., & Lonka, K. (2012). Do situational academic emotions predict academic outcomes in a lecture course? Procedia - Social and Behavioral Sciences 69, 1901- 1910. http://www.sciencedirect.com/science/article/pii/S187704281205611X Lindblom-Ylänne, S., & Lonka, K. (2000). Dissonant study orchestrations of high achieving university students. European Journal of Psychology of Education, 15(1), 19- 32. Lonka, K., & Ketonen, E. (2012). How to make a lecture course an engaging learning experience? Studies for the Learning Society, 2(2-3), 63-74. http://versita.metapress.com/content/6604263706320662/fulltext.pdf Lonka, K., Sharafi, P., Karlgren, K., Masiello I., Nieminen, J., Birgegård, G., & Josephson, A. (2008). MED NORD - A tool for measuring medical students’ well-being and study orientations. Medical Teacher, 30(1), 72-79. Vermunt, J.D.H.M., & Verloop, N. (1999). Congruence and friction between learning and teaching. Learning and Instruction 9(3), 257-280. 15.5.2013 20 Faculty of Behavioural Sciences / Ketonen et al. / EFYE Conference, May 14, 2013, Helsinki, Finland Key references

Hinweis der Redaktion

  1. Multiple/singe scale measuresfrom 1-5/1-6/1-7 scale (I totally disagree – I totally agree/not at all – very much)”How much do you feel __________ right now?”
  2. High/avarage/low scores on…reported high levels of…reported strong evaluations of…perceived the course least/most…scored at an avarage level on…
  3. Grades were given on the European Credit Transfer and Accumulation System scale of 1 (no understanding) to 5 (deep understanding)