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Rethinking Coursework Assessment

in the Era of ChatGPT

Peter Merrick Ph.D

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Rethinking Coursework Assessment in the Era of ChatGPT

If the student uses ChatGPT to do all the work - the result is of no value

ChatGPT demands coursework and homework change

ChatGPT demands a fundamental shift in coursework assessment

Judging work on the final submission won’t work because ChatGPT makes everything sound good

The entire learner journey needs to be assessed

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Rethinking Coursework Assessment in the Era of ChatGPT

Designing an effective alternative process requires striking a balance between simplicity and efficacy.

The goal is to create an assessment framework that is not only straightforward but also capable of facilitating a comprehensive understanding of students' engagement with the learning material.

Communicating this new approach should be seamless, ensuring that both educators and students can readily embrace and implement the process in their coursework preparation and completion.

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Rethinking Coursework Assessment in the Era of ChatGPT

The process is divided into three parts:

  • Teacher modelling*
  • Student process
  • Assessment.

* Teacher modelling needs only be done once per cohort.

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Teacher modelling

Select Tasks

Identify a model task which will be used to illustrate the process for undertaking the assessed task.

Define the assessed task - the work the student(s) will do on their own individually or in groups

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Teacher modelling

Define Assessment Criteria

Establish clear guidelines for assessment, outlining the criteria for earning credit and explicitly stating what actions will not be credited.

For instance:

  • credit will be awarded for the process by which the student arrived at their submission. This process is termed the student enquiry trail
  • no credit will be awarded for submitting an answer generated by ChatGPT that fails to include an enquiry trail. i.e. the student fails where their submission is not substantiated by a curated prompt/response transcript.

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Teacher modelling

Define Assessment Criteria

There are two types of assessment

ChatGPT internal assessment - used to give immediate feedback during the student learning journey. Undertaken against a given grading rubric

Teacher assessment - used to give a formal grade upon student final submission.

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Teacher modelling

Define Assessment Criteria

ChatGPT will give feedback against the following example criteria

  • Maintain a formal tone and style
  • Start with a clear introduction that previews the main points of your answer.
  • Use the PEE structure (Point, Evidence, Explanation) to organise your answer
  • Where appropriate cite evidence and direct quotes from the text that directly support the argument being made.
  • Where present ensure any metaphors used are included and comment on how the metaphor supports the central argument
  • Provide in-depth analysis focusing on the logical argument. Identify any questionable instances of errors in logical inference and suggest alternatives.
  • Summarize your main points and restate your thesis or central argument.
  • Offer any final insights or reflections on the topic.

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Teacher modelling

Define Assessment Criteria

ChatGPT can give an indication of the grade the answer might receive.

**Grade 1 (Poor - Fail):**

There is minimal or no evidence of critical thinking, analysis, or argumentation.

**Grade 2 (Basic - Pass):**

There is limited evidence of critical thinking or analysis.

**Grade 3 (Satisfactory - Average):**

There is some evidence of critical thinking and analysis, although it may not be consistently applied.

**Grade 4 (Good - Above Average):**

It provides accurate and comprehensive coverage of the topic.

**Grade 5 (Excellent - Outstanding):**

The structure and organization of the answer are highly effective, facilitating a logical flow.

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Teacher modelling

Define Assessment Criteria

Submitting an answer with an enquiry trail is mandatory.

An enquiry trail is the set of relevant edited prompt/responses generated in the course of the student enquiry

Submissions will be penalized if facts are left unverified by external sources, such as Wikipedia, especially where a student answer relies on 'facts' which are subsequently proven to be untrue.

In every case credit will be given for catching inaccuracies in information provided by ChatGPT.

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Teacher modelling

The teacher demonstrates the defined process with respect to the model task

  • deconstruct / clarify
  • explore
  • verify
  • * answer
    • feedback/improvement suggestions
  • satisfaction
  • collation
  • submission

The answer step is iterative (i.e. it is done multiple times whereby the student answer becomes progressively better based on the feedback given by ChatGPT according to the supplied assessment criteria

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Student process

Deconstruct / Clarify

Students enquire regarding the background and key issues relevant and alluded to by the task. This step is crucial in gaining a comprehensive understanding, laying the foundation for a reasoned / critical response.

Students refrain from asking ChatGPT to directly answer the question although this may be done at the end of the process for the purpose of comparison. The student submission should aim to be superior to that which ChatGPT can produce.

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Student process

Explore

This is the creative engagement phase of the process whereby students explore any and all aspects of the responses given by ChatGPT whether they ultimately become part of the student’s submission or not.

Students may find themselves investigating what turn out to be ‘dead ends’ (aka ‘rabbit holes’) however this is an important phase as no student can know in advance how valuable a particular line of enquiry will be.

Students may be unable to obtain a satisfactory response from ChatGPT. They should not be deterred. Credit is given for accessing alternative sources. It should be remembered that ChatGPT knows only so much - it does not know everything!

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Student process

Verify

Students ensure the accuracy of the information provided by ChatGPT by cross-referencing with credible internet resources, such as Wikipedia or references from peer-reviewed journals.

Verifying information is an essential skill that adds depth and reliability to the student's responses.

Verification should be correctly referenced.

Relying on information provided by ChatGPT that is untrue may severely compromise the student submission. It is well-known that ChatGPT may ‘hallucinate’. There is no way to know

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Student process

Answer, Grade, Refine

Students engage in an iterative process with ChatGPT.

  • Student submits an answer to be graded and receives a grade and suggestions for improvement based on the supplied assessment criteria
  • The student evaluates these suggestions, refines their answer accordingly, and resubmits for further grading and suggestions.
  • This cycle continues until the student is satisfied with the quality of their response.
  • The final, refined answer becomes part of the student's submission.

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Student process

Collate and Submit

Students conclude the process by deciding what to include in their final submission.

This encompasses relevant prompts, edited responses, the refined answer, and any pertinent comments explaining the process leading to the final answer.

Finally, the student includes a link to their actual ChatGPT session where the entire process of their learning journey can be reviewed should it be necessary.

This holistic approach not only demonstrates the journey of learning but also adds depth to the final submission.

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Assessment

Discussion

Following the submission deadline, students will convene in a class dedicated to discussing their work in an open and collaborative forum.

During this session, the degree of participation and the quality of each student's contribution will be actively observed by the instructor.

Those students who have delved deeply into the subject material are encouraged to share their findings and advocate for their perspectives.

The class discussion, coupled with the submitted work, forms the basis for final grading.

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Assessment

Individual assessment (if required)

For students absent from the class discussion or those whose participation is limited, a one-on-one interview is arranged.

This interview serves as an opportunity to individually assess the student’s understanding of the submitted work.

In cases where there is doubt about the level of engagement or comprehension, this personalized assessment ensures a fair evaluation and provides students with a platform to articulate their perspective.

This approach not only encourages active participation and knowledge sharing but also allows for a tailored assessment that considers individual circumstances, fostering a holistic and equitable grading process.

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Is this where we want to demonstrate the process? Should we craft a series of slides based on a potential task? If so, I’d like to work on this collaboratively.