Authorship Review With Highlights: A Fair Method

Authorship questions are among the hardest conversations in teaching. An accusation that turns out to be wrong damages trust for a whole year, and a question that is never asked lets a student skip the learning the assignment was for. The way through is to make the conversation about the work and the process rather than about a suspicion. Highlighting is a simple, low-tech way to do that, and it works for students reviewing their own work as well as for teachers.

Four principles before you start

• Tell students in advance. If drafts, notes and source annotations will be part of how work is reviewed, say so when the assignment is set. Review then becomes a normal step, not an event.
• Collect process, not just product. An outline, a first draft, a revised draft and an annotated source list take students little extra effort and give you far more to look at than a single final file.
• Start from curiosity. The first question is always "walk me through how you wrote this", never "did you use a tool".
• No single signal decides. Style marks, a software score, or a feeling are reasons to look closer. Only the conversation and the process evidence together support a conclusion.

The method in three passes

1. 1

   Highlight what changed between drafts

   Lay the first and final drafts side by side and mark, in yellow, every passage that is new or substantially rewritten in the final version. Real revision leaves an uneven trail: some paragraphs barely change, some are rebuilt, and a few ideas appear only late. A final draft that shares almost nothing with the first, arriving in one polished step, is worth asking about.

2. 2

   Highlight the claims that rest on sources

   In a second colour, mark each sentence that depends on a source. Then open the source and find the passage it depends on. Our guide to annotating sources to verify claims covers this in detail. Claims that match their sources show the student read them; claims attributed to sources that do not say them are the most concrete thing you will find.

3. 3

   Highlight the sentences to ask about

   In a third mark, choose three to five sentences: the strongest argument, the most specific detail and any passage whose style stands out from the rest. These become the questions for the conversation. The close-reading patterns guide explains which style habits are worth choosing.

A worked example: one paragraph across two drafts

Here is a paragraph from an imagined student essay on street trees, in its first draft and its final draft, with the marks the three passes would leave. The topic is neutral; the shape of the revision is what matters.

In the conversation, the reviewer asks two questions: where did the self-report caveat come from, and why does temperature come first? A student who read the review will point to the marked passage and explain that the caveat made them trust the temperature evidence more. That answer, together with the dated drafts, is the review. The style of the final paragraph, which is smoother than the first, is not evidence of anything except revision.

Running the conversation

Sit with the student and the marked pages. Ask them to explain the highlighted sentences in their own words, to say where a source claim came from and to describe what changed between drafts and why. Students who wrote the work can usually do this easily, even when they are nervous, because they remember making the choices. Students who did not often struggle with the specifics while handling the generalities well. Listen for the specifics. Keep notes of what was said, and share them with the student afterwards.

Be ready for good explanations. A student may have used a grammar tool on the final pass, worked with a tutor or a parent, or written the draft in a different language and translated it. Your school's policy decides which of these are acceptable; the conversation's job is to establish what actually happened.

For students: review your own work first

The same three passes protect you. Keep your drafts and your annotated sources, and before you submit, mark your own final draft: can you point to where each source claim comes from, and could you explain every highlighted sentence if asked? If a paragraph came from a tool and you cannot explain it, rewrite it in your own words or cut it. A folder of drafts and marked sources is the most convincing evidence of authorship you can have, and it costs nothing to keep. Share the key passages with your teacher using a highlight link so they land exactly on the sentence you mean.

Academic integrity and AI: the record a teacher can check

The method on this page is a way of building a record, and a record is what academic integrity policies increasingly ask for when AI tools are in the picture. Rather than trying to detect what a tool may have done, the record shows what the writer did. Every item in it can be checked by a teacher, an editor or a reader without special software.

For the source claims in particular, the student can run a verification log that records each source claim and its link before submitting, which turns the second pass of the review into something they have already done. The wider set of habits, from marking a text to exporting the marks, is collected in the site's guides to highlights as a record of reading and writing.

Pitfalls in an authorship review

• Acting on a score. A number from a checking tool is a reason to look, never a finding. Decisions rest on the record and the conversation.
• Comparing the student's style with an imagined average. Plain, formulaic or unusually formal prose is common among careful writers and among those writing in an additional language.
• Reviewing without the student. A review done at a desk, without asking the writer anything, has no way to hear the good explanations.
• Asking about the tool first. "Walk me through how you wrote this" gets a fuller account than "did you use a tool", and it is fairer.
• Not writing it down. Without dated notes of what was asked and answered, the review cannot be revisited if the student appeals or the teacher changes their mind.

Making it routine in class

The strongest approach is to make process visible from the start of the year. The activities in highlighting activities for teachers, such as marking the one sentence that carries an argument, give students practice explaining their choices out loud. When every student is used to annotating sources and talking about drafts, an authorship conversation is just another version of an ordinary lesson.

This method belongs with the other classroom pages in the study pages on this site. The underlying marking habits come from a highlighter colour code that works, and the evidence for why explaining your marks matters is in the research review on highlighting and memory. Students can prepare for this conversation in advance by marking up their own drafts as a process record and by writing a short disclosure of any tool use. Teachers weighing an automated score should read the limits of AI text detectors first.