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Creating rubrics: How to address your learning outcomes?
Creating rubrics: How to address your learning outcomes?

Methods for creating well-designed rubrics that align with the learning outcomes of your course.

Updated over a week ago

Rubrics have become a staple in education, and for good reason, boasting a multitude of benefits for both summative and formative purposes. For this reason, we want to provide helpful guidelines on when to use which kind of rubric, as well as approaches to constructing well-designed rubrics.

The article will cover four main topics:

Common misconceptions about rubrics

  1. Confusing learning outcomes with tasks [1]: Rubrics should not be assignment directions. Instead of being task-focused, they should focus on the proficiencies that we should expect to see students display after having finished the task. This way we can also help students focus on the learning outcomes, rather than only completion and grading.

  2. Confusing rubrics with requirements of quantities [1]: Instructors must be careful to avoid the rubric becoming a sort of checklist. In practice, it highlights that students should display the ability to conduct thorough research, considering multiple criteria when selecting information sources, instead of requiring students to use five sources to score high.

  3. Confusing rubrics with evaluative rating scales [1]: Rubrics help structure observation and provide students with a description of where they currently stand. The rating scales should therefore be descriptive instead of numerical so that it facilitates the bridge between what students display and the judgement of that, but also helps students easily envision the next steps in their learning process, rather than focusing on their numerical grade score.

The basic architecture of rubrics

Rubrics should always consist of criteria and descriptions of the level of performance across the criteria, how many of these you need depends on the rubric design you choose.

Components of good criteria and performance level descriptions

It is important that your criteria meet these requirements [1]:

  1. Appropriate: Each criterion should represent an aspect of the goal or objective that we intend for students to learn, for example, if it's teamwork, their contributions to the team's work may be a relevant criterion.

  2. Definable: It is important that each criterion consists of clear and agreed-upon meaning, that both teachers and students understand.

  3. Observable: Criteria are used to guide judgement on learning, so to be useful and valid they should be something that teachers or anyone reviewing the work can observe. This could be in the form of behaviour in teamwork, for example, inclusivity.

  4. Distinct: It is important that each criterion is unique, if we cannot distinguish between them they lose part of their value. It also becomes more difficult for students to assess and differentiate their learning progress if criteria overlap.

  5. Complete: Each criterion on its own may not represent the learning outcomes intended, but when taken all together the criteria should represent all the areas of learning and skills that we aim to foster in students.

  6. Support descriptions along continuums: It should be possible to describe the criteria over a range of levels, if this is not feasible then the criteria may not be ideal for use.

Your descriptions of the level of performance should meet these requirements [1]:

  1. Descriptive: Performance is described in terms of what is observed in the work.

    Avoiding evaluative language is key.

  2. Clear: Mutual understanding between student and teacher.

  3. Cover the whole range of performance: Performance is described from one extreme of the continuum to another for each criterion.

  4. Distinguish among levels: It is important that the descriptions between levels are different enough so that there isn’t space for ambiguity on both the student and teacher's side when matching examples of work to performance descriptors.

  5. Matching the target performance to the appropriate level: Make sure that the description of performance level is an appropriate level that one can expect from students, given the goal of the lesson, assessment or curriculum.

  6. Feature parallel descriptions from level to level: Across the rubric for each criterion, there should be descriptions of performance, this should represent a continuum ranging from low to high.

Two approaches to creating rubrics

To avoid these common mistakes with rubrics we suggest two approaches: adopt and adapt and bottom-up.

Adopt and Adapt

The approach sometimes called Adopt and Adapt, literally means adopt a rubric you found online, or that was shared by your colleagues, and adapt it to your teaching context [2].

In general, the process of adapting rubrics should be iterative over time.

Bottom-up approach

An inductive process, which begins by sampling student work and using them to create a framework for assessment [1].

Two common ways to start writing out the descriptions across the levels are:

  1. Start with the level you expect most students to meet, this might for example be the level "Proficient", then go from here, backing down towards the lowest.

  2. Start with the highest level, in this example "exemplary" and then downwards from there.

Rubric Infographic

You can use the decision tree below to see which is most appropriate for your use, along with the pros and cons of each type.

If you are looking for more in-depth information and research on the why, what, how of rubrics check out these two articles on our blog [1] [2].


[1] Brookhart, S. M. (2013). How to create and use rubrics for formative assessment and grading. Ascd.

[2] Ragupathi, K., & Lee, A. (2020). Beyond fairness and consistency in grading: The Role of Rubrics in Higher Education. In Diversity and inclusion in global higher education (pp. 73-95). Palgrave Macmillan, Singapore.

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the Creating rubrics: How to address your learning outcomes? article.
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