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Guides

Practical guides for teaching teams

How to assess group work fairly, reduce free-riding, and set up a class, drawn from the research and from how Dwixel works.

Guide · 4 min read

Assessing group work fairly: a practical guide

Fairness in group assessment is a design decision made before the project starts, not a judgement call made at the end.

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Guide · 3 min read

Reducing free-riding in your course

The research points at one lever, and it is not punishment.

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Guide · 2 min read

Setting up your first class

From a class code to a graded submission, the path through Dwixel as a coordinator.

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Guide · 3 min read

Running peer assessment in your course

A short, evidence-based setup that gets the value of peer assessment while avoiding its known biases.

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Guide · 3 min read

Reading the contribution data

How to interpret what Dwixel shows you, and the mistakes that turn good data into unfair decisions.

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Guide · 5 min read

Designing a group assignment that works

Most of whether group work succeeds is decided by the task, before any student starts. These are the design choices that matter.

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Guide · 3 min read

What a contribution record can and cannot tell you

Dwixel records how a document was written. That is genuinely useful and it is not misconduct detection. This page is the line, written down.

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The collaborative workspace that makes group work accountable — for the universities that run it.

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