A master’s student is asked to re-enter data for her group’s paper. She notices that the paper reports a sample of 240 while the source file holds only 198 valid responses, and the standard deviations in Table 2 are implausibly small. She cannot tell whether it is an error, a different version of the data, or something worse. The group leader is also the person who will sign off her degree.
Situations like this are more common than most people assume, and how the first 48 hours are handled often shapes the outcome for everyone, including the person under suspicion. This article does not ask you to be a hero. It helps you proceed in a way that is fair, safe and effective.
Honest error or misconduct: do not decide too early
The widely used definition of research misconduct covers three behaviours: fabrication, falsification and plagiarism, often shortened to FFP. These differ from honest error and from disagreements about analytical choices. Before thinking about a report, rule out innocent explanations:
- There are several versions of the data (before and after cleaning, before and after a second wave).
- The paper uses a different calculation (standard deviation versus standard error, for instance).
- A data-entry or table-copying mistake.
- You have not seen the full dataset.
The first step is usually a question, not a complaint
If it is safe, ask the person involved in a curious tone: “I was checking Table 2 against the data file and the sample sizes differ. Is there another version of the file I should be using?” Many concerns end right there, with a sensible explanation and a thank-you.
Skip this step and seek advice straight away if the person has direct power over you and you do not feel safe, if there are signs of deliberate concealment (files changed after you asked), or if the issue affects the safety of others such as participants or patients.
Start keeping records now
- Write a short, dated note: what you saw, in which file, compared with what.
- Keep copies of relevant files you have legitimate access to. Never enter accounts or folders you are not authorised to use.
- Note important conversations, who said what and when, soon after they happen.
- Store your notes somewhere personal, not only on the group’s shared system.
Write it as an observation log, not a theory of motives. “Table 2 reports n = 240; the data file dated 12 March has 198 valid rows” is far better than “Dr X invented 42 responses.”
Choosing the right channel
| Channel | When to use it | Notes |
|---|---|---|
| Asking the person directly | Minor concern, relationship safe enough | Inquiring tone, no accusation |
| An independent mentor or second supervisor | You want a second opinion before acting | Choose someone outside the group’s line of authority |
| The institution’s research integrity contact | Serious concern or not resolvable locally | Many offer a confidential conversation before any formal complaint |
| The journal editor | The problem is in a published or submitted paper | Journals usually pass concerns to the authors’ institution to investigate |
| The funder | Funded work is involved | Funders often have their own procedure |
Search your university’s website for “research integrity officer,” “academic integrity” or “misconduct procedure.” If there is no named contact, the research office or graduate school is usually the place to start.
Writing the report: brief, specific, verifiable
- Set out events in chronological order.
- Attach evidence and point to exactly where to look: page, table, row.
- State what you did to rule out innocent explanations.
- Say what you do not know. Honesty about limits makes the report more credible.
- Ask how your identity will be protected and what the policy is on retaliation.
Protecting yourself along the way
People who raise concerns can be harmed if they are not careful. A few principles:
- Do not discuss it on social media or with uninvolved colleagues. Spreading it harms the person if they are innocent and weakens your position.
- Ask about changing supervisor or adding a co-supervisor if the working relationship becomes untenable.
- Keep delivering your own work on time so nobody can question your competence.
- Accept that investigations are slow and that you may never hear every outcome.
Moves that undermine a well-founded concern
- Quietly “fixing” the data or the paper yourself: you erase the trail and put yourself in a position that is hard to explain.
- Sending anonymous messages to many bodies at once: each assumes another will act and nobody follows through.
- Withdrawing your name from the paper without telling anyone why: the problem stays in the paper.
Fairness to the person under suspicion
The person named has the right to be heard, to explain and to have their identity protected until there is a finding. Many concerns turn out to be errors fixed by a correction. If you are the one under suspicion, cooperate fully, provide original data and seek independent advice. A group culture in which anyone can ask “where is the raw data for this?” without anyone taking offence is the best prevention there is.
If you are in the student’s position, two things are worth doing today: write your observation note and find the name of your institution’s integrity contact, before deciding whether to ask directly. With those two in hand, every later step becomes calmer.
Câu hỏi thường gặp
What counts as research misconduct?
The common definition covers fabrication, falsification and plagiarism. Honest error and differences of opinion about analysis are not considered misconduct.
What should I do first if I suspect a colleague falsified data?
Record objectively what you observed and rule out innocent explanations. If it is safe, ask the person in a curious tone; if not, contact your institution’s research integrity office for confidential advice.
Can I report research misconduct anonymously?
Many institutions accept confidential or anonymous reports, but anonymous reports are harder to investigate because nobody can ask follow-up questions. Ask about the procedure and identity protection before filing.
Should I report concerns about a published paper to the journal?
Yes, if the problem is in a published or submitted paper. The journal will usually contact the authors’ institution and can keep your name confidential if you ask.
What if I am accused of research misconduct?
Cooperate fully, provide original data and records, explain your procedures clearly and seek independent advice. Many allegations end in a correction once the evidence is examined.
