Formative assessment in the computer science classroom

In 15岁的少女与狗高清电视 education 15岁的少女与狗高清电视, considerable focus has been put on the design of teaching materials and learning resources, and investigating how young people learn 15岁的少女与狗高清电视 concepts. But there has been less focus on assessment, particularly assessment for learning, which is called formative assessment. As classroom teachers are engaged in assessment activities all the time, it’s pretty strange that 15岁的少女与狗高清电视ers in the area of 15岁的少女与狗高清电视 and computer science in school have not put a lot of focus on this.

Shuchi Grover

That’s why in our most recent seminar, we were delighted to hear about formative assessment — assessment for learning — from Dr Shuchi Grover, of Looking Glass Ventures and Stanford University in the USA. Shuchi has a long track record of work in the learning sciences (called education 15岁的少女与狗高清电视 in the UK), and her contribution in the area of computational thinking has been hugely influential and widely drawn on in subsequent 15岁的少女与狗高清电视.

Two types of assessment

Assessment is typically divided into two types:

  1. Summative assessment (i.e. assessing what has been learned), which typically takes place through examinations, final coursework, projects, etcetera.
  2. Formative assessment (i.e. assessment for learning), which is not aimed at giving grades and typically takes place through questioning, observation, plenary classroom activities, and dialogue with students.

Through formative assessment, teachers seek to find out where students are at, in order to use that information both to direct their preparation for the next teaching activities and to give students useful feedback to help them progress. Formative assessment can be used to surface misconceptions (or alternate conceptions) and for diagnosis of student difficulties.

Venn diagram of how formative assessment practices intersect with teacher knowledge and skills
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As Shuchi outlined in her talk, a variety of activities can be used for formative assessment, for example:

  • Self- and peer-assessment activities (commonly used in schools).
  • Different forms of questioning and quizzes to support learning (not graded tests).
  • Rubrics and self-explanations (for assessing projects).

A framework for formative assessment

Shuchi described her own 15岁的少女与狗高清电视 in this topic, including a framework she has developed for formative assessment. This comprises three pillars:

  1. Assessment design.
  2. Teacher or classroom practice.
  3. The role of the community in furthering assessment practice.
Shuchi Grover's framework for formative assessment
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Shuchi’s presentation then focused on part of the first pillar in the framework: types of assessments, and particularly types of multiple-choice questions that can be automatically marked or graded using software tools. Tools obviously don’t replace teachers, but they can be really useful for providing timely and short-turnaround feedback for students.

As part of formative assessment, carefully chosen questions can also be used to reveal students’ misconceptions about the subject matter — these are called diagnostic questions. Shuchi discussed how in a classroom setting, teachers can employ this kind of question to help them decide what to focus on in future lessons, and to understand their students’ alternate or different conceptions of a topic. 

Formative assessment of programming skills

The remainder of the seminar focused on the formative assessment of programming skills. There are many ways of assessing developing programming skills (see Shuchi’s slides), including Parsons problems, microworlds, hotspot items, rubrics (for artifacts), and multiple-choice questions. As an MCQ example, in the figure below you can see some snippets of block-based code, which students need to read and work out what the outcome of running the snippets will be. 

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Questions such as this highlight that it’s important for learners to engage in code comprehension and code reading activities when learning to program. This really underlines the fact that such assessment exercises can be used to support learning just as much as to monitor progress.

Formative assessment: our support for teachers

Interestingly, Shuchi commented that in her 《少妇精油按摩》无码, teachers in the UK are more used to using code reading activities than US teachers. This may be because code comprehension activities are embedded into the 《少妇精油按摩》无码 materials and support for pedagogy, both of which the 全彩调教侵犯h本子全彩 developed as part of the National Centre for 15岁的少女与狗高清电视 Education in England. We explicitly share approaches to teaching programming that incorporate code reading, for example the PRIMM approach. Moreover, our work in the 全彩调教侵犯h本子全彩 includes the Isaac Computer Science online learning platform for A level computer science students and teachers, which is centered around different types of questions designed as tools for learning.

All these materials are freely available to teachers wherever they are based.

Further work on formative assessment

Based on her work in US classrooms 15岁的少女与狗高清电视ing this topic, Shuchi’s call to action for teachers was to pay attention to formative assessment in computer science classrooms and to investigate what useful tools can support them to give feedback to students about their learning. 

Advice from Shuchi Grover on how to embed formative assessment in classroom practice
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Shuchi is currently involved in an NSF-funded 15岁的少女与狗高清电视 project called CS Assess to further develop formative assessment in computer science via a community of educators. For further reading, there are two chapters related to formative assessment in computer science classrooms in the recently published book Computer Science in K-12 edited by Shuchi.

There was much to take away from this seminar, and we are really grateful to Shuchi for her input and look forward to hearing more about her developing project.

Join our next seminar

If you missed the seminar, you can find the presentation slides and a recording of the Shuchi’s talk on our seminars page.

In our next seminar on Tuesday 3 November at 17:00–18:30 BST / 12:00–13:30 EDT / 9:00–10:30 PT / 18:00–19:30 CEST, I will be presenting my work on PRIMM, particularly focusing on language and talk in programming lessons. To join, simply sign up with your name and email address.

I want to sign up to the next seminar

Once you’ve signed up, we’ll email you the seminar meeting link and instructions for joining. If you attended this past seminar, the link remains the same.

1 comment

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I have been programming for 40 years. Two things that can make a difference is reading other people’s code, and your code 6 months after writing it.
You quickly realize the importance of good comments and careful design.
This is a lifetime effort.
If you have the right partner, exchanging code for feedback on clarity is also valuable. In reality, this is what happens in a job. You need to maintain other’s code, or your own in a year. It can be humbling to have to understand your own code in a couple of years.

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