I describe the assessment framework of labor-based contract grading (LBCG). In a labor-based grading scheme, the time and effort (“labor”) a student spends on an assignment determines the credit they receive; the contract component requires students to design projects with clearly defined goals and deliverables, which must be satisfied to earn credit. LBCG is intended to promote student agency and engagement and to provide a more equitable assessment framework, given that students come with a wide range of prior experiences and preparation. I illustrate the LBCG framework within the context of an upper level physics course, using a particular assignment as an example; I also provide information on student experiences and engagement.

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In the first iteration, all students did the same readings and worked on the same programming materials, with more challenging questions available to students who wished to pursue them. In the second iteration, the more experienced students were given a parallel track to learn about more advanced programming topics, although there was still cross collaboration in class.
27.
Students were expressly permitted and encouraged to work collaboratively on core assignments, with the requirement that they cite everyone they worked with in their final submission.
28.
The syllabus included a clause that students could argue for why some work which I had marked for revision did, in fact, satisfy the proficiencies. In practice, students just made the changes and additions I requested.
29.
See the supplementary material for reflections on my experiences as an instructor in the LBCG classroom, such as how I engaged with the assessment process, as well as a discussion of what changes I might make to policies in future iterations of the course.
30.
By formative, I mean feedback, which does not focus on correct/incorrect, but which is more in the spirit of comments on a draft. I typically highlighted student work, which showed good thinking, asked them to explain or elaborate upon points which were weak, pointed out contradictions or inconsistencies, and suggested resources which might be helpful based on the misconceptions or gaps in understanding I saw. For small syntax or typographical errors in code, I typically just told the students the fix.
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I spoke to them and ensured they understood what that meant for their grade. One student said that they were happy to have a “guaranteed” B if they were conscientious about completing all of the core assignments and preferred to focus additional effort on other classes; another said that they were fine with a B and were satisfied with their understanding of the material from working only on the core assignments.
34.
Here is a noteworthy departure from Ref. 25: I did not allow students to convert an unused freebie into an increment to their grade at the end of the semester. This is because such a policy, in effect, just makes the baseline grade one increment higher. Using the freebie does not really prevent a decrement in grade; it just means that the student is giving up a later increase in the grade and, thus, is still materially penalized for using the freebie.

Supplementary Material

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