Data categories and themes
| Beneficial | Challenging | |
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| Tension |
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| Evidence |
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| Collaboration |
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| Affective Responses |
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| Process |
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| Reflection |
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| Learning |
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| Beneficial | Challenging | |
|---|---|---|
| Tension | No right or wrong answer Open-endedness – freedom Could not predict learning Non-competitive class in competitive program | Ambiguity regarding grades “Floaters” in group work Assumptions versus reality Time constraints for deep exploration Open-endedness – confusion Could not predict learning Course outline did not reflect reality Non-competitive class in competitive program |
| Evidence | Learned to identify bias Skill to distinguish types of evidence Multiple perspectives Gathering/visualizing evidence Presenting/substantiating evidence Can support arguments Building research habits Asking questions Leads to solutions | Determining what is relevant |
| Collaboration | Close relationships Learning reflected different ways in a group Interconnected Cohesive Constructive Interdisciplinary Fostered teamwork skills | Dominant leaders take over Absent group members Inequities amongst group members Group work difficult for introverts |
| Affective Responses | Fun, enjoyable Surprised myself Pride in the work Gratification Accomplishment Increased confidence Invoked curiosity Passion in learning | Frightening at times Daunting Rushed Ambiguity was stressful Overwhelming Confusion Annoyed |
| Process | Learning to come up with ideas (brainstorming) Strong engagement in process Finding a variety of solutions Immersive Skill development Opportunity to discover things Guiding own learning Innovative thinking Learned about leadership Inquiry mindset | “Good” seen as good grade Procrastination Had to back-track Confusion in process Inquiry mindset |
| Reflection | Eye-opening Learned about self Personal development Impacted my identity Reflection as evidence of learning Reflection led to better understanding | Reflection is hard Not sure how reflection “counted” You can take information how you want to Too much reflection |
| Learning | Learning translated into reality/application Control over my learning Broadened perspectives Transferrable skills Different leadership styles and skills Importance of communication adjustments Research skills/finding evidence Importance of context 24/7 learning, in and out of classroom Non-traditional, non-linear Interactive Learning from mistakes Not memorization | Difficult 24/7 learning, in and out of classroom Non-traditional, non-linear Interactive Learning from mistakes Not memorization |
Source(s): Credit by authors
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