1 Introduction
2 Theoretical framework
2.1 SRL framework and its critical dimensions
2.2 SRL dimensions and academic achievement
2.3 Measuring SRL
2.4 Physiological data collection and synchrony during collaboration
2.5 Purpose of the study
3 Methodology
3.1 Participants and context
3.2 EdX learning environment
3.3 Data collection
3.3.1 Pre- and post-test questionnaire for behavior, cognition, motivation, and emotions
3.3.2 Academic achievement
3.3.3 Electrodermal activity
3.4 Data analysis
3.4.1 Temporal changes in behavior, cognition, motivation, and emotion
Dimension | M | SD | Min | Max | Skewness | Kurtosis |
---|---|---|---|---|---|---|
Behavioral | 0.053 | 0.049 | −.50 | 0.67 | 0.198 | −0.154 |
Cognitive | 0.304 | 0.086 | −.70 | 1.75 | 0.598 | 1.687 |
Motivational | 0.245 | 0.088 | −.75 | 1.17 | −1.188 | 3.323 |
Emotional | 0.236 | 0.081 | −.00 | 1.00 | −0.429 | 0.792 |
3.4.2 PS of the dyads in collaborating groups
Group | Pair 1 | Pair 2 | Session 1 | Session 2 | Session 3 | Session 4 | Session 5 | Session 6 | Session 7 | Session 8 | Session 9 | Session 10 | Session 11 | Session 12 | Session 13 | Session 14 | Session 15 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | StudentA | StudentB | .042 | .335* | .092* | .271* | .038 | .040 | .520* | .070 | −.049 | .108* | .089* | .119* | −.299 | ||
StudentC | StudentA | −.030 | .209* | −.172 | .173* | −.097 | −.082 | .111* | −.144 | −.050 | .104* | .124* | −.363 | .040 | |||
StudentC | StudentB | .264* | .282* | .005 | .259* | −.298 | −.030 | .037 | −.054 | .023 | .296* | −.115 | .006 | −.061 | .002 | −.117 | |
2 | StudentD | StudentE | .321* | −.036 | .093* | .121* | .268* | .074* | .223* | .360* | |||||||
StudentD | StudentF | −.218 | .113* | .039 | .162* | .038 | −.053 | −.197 | −.082 | −.332 | |||||||
StudentE | StudentF | −.143 | .048 | .089* | −.198 | −.239 | .085* | .109* | .106* | −.054 | .126 | .111 | −.311 | ||||
3 | StudentG | StudentH | .090* | .228* | −.078 | −.054 | .031 | −.042 | .154* | −.090 | .178* | .075* | |||||
StudentH | StudentI | −.012 | .108* | −.202 | .314* | .153* | −.166 | .076* | −.197 | −.048 | .016 | −.078 | |||||
StudentG | StudentI | .009 | −.028 | .267* | .159 | −.030 | .207* | −.036 | .153* | −.128 | |||||||
4 | StudentJ | StudentK | −.046 | −.129 | .031 | .000 | .034 | .214* | .274* | −.044 | .014 | .083* | .199 | .108* | .058* | ||
StudentK | StudentM | .061* | −.389 | −.004 | .088* | −.632 | −.329 | −.393 | −.070 | −.176 | −.077 | −.022 | |||||
StudentJ | StudentM | −.012 | .052* | −.028 | −.179 | .011 | .013 | .127* | .289* | .016 | .002 |
3.4.3 Concordance between collaborating students in terms of self-reported changes in behavior, cognition, motivation, and emotion
Behavioral change | Cognitive change | Motivational change | Emotional change | |
---|---|---|---|---|
Concordance (f) | 19 | 13 | 11 | 14 |
Non-cordance (f) | 15 | 21 | 23 | 20 |
4 Results
4.1 Temporal changes in SRL processes and academic achievement (RQ1)
N = 31 | Cognitive change | Motivational change (incl. outlier) | Motivational change (excl. outlier) | Emotional change | Written exam | Final end-of-term score |
---|---|---|---|---|---|---|
Behavioral change | .469** | .500** | .371* | .287 | .167 | .179 |
Cognitive change | .305 | .090 | .303 | .036 | .062 | |
Motivational change (incl. outlier) | .624** | .351 | .391* | |||
Motivational change (excl. outlier) | .559* | .348 | .366* | |||
Emotional change | .152 | .178 | ||||
Written exam | .995** |