by
Patrick Noonan, Owner & Principal at Grey Zone LLC | Workplace & Title IX Investigator
“How does that make the complainant more credible?!”
By that point, the investigation was no longer being reviewed by internal stakeholders. It was being dissected by lawyers, judges, and expert witnesses. More than a year after the internal resolution process ended, as the litigation hit a fever pitch, the vice provost learned the basis of the investigator’s assessment that the complainant was more credible than the respondent. The basis? When the internal complaint was filed—one year after the alleged incident—the respondent had misidentified the timeline of the encounter with the complainant.
The vice provost was not wrong for their cutting inquiry. The respondent’s lawyer laid out the evidence provided by his client during the investigation quite convincingly in the complaint filed with the court, highlighting the overall consistency and thoroughness of the evidence in favor of his client’s position. And while the vice provost’s frustration may have been justified, another fact bore deep into his conscience: He had been on the committee that received the respondent’s appeal. Could he have avoided this? Should he have done something different?
Sure, there may have been an opportunity to identify a potential issue and ask questions of the investigator before this point. But internal review bodies are often poorly positioned to identify weak credibility analyses, and many are constrained from undertaking the type of independent credibility review that would be necessary to reliably catch them. Thus, the integrity of the finding has to be built in at the investigation stage—not rescued at appeal.
Why internal review bodies miss it
Review bodies can test a report. They cannot recreate an investigation.
This is not an indictment of any individual or groups of individuals. Internal review bodies are simply not in a position to be saving flawed investigations, especially when it comes to something as nuanced and fact-dependent as a credibility analysis. Whether it’s a manager reviewing a report, or an appeal officer or review panel, the credibility analysis can be difficult to review and stress test.
Here are three structural reasons why these entities should not be expected to come to the rescue of a lackluster credibility assessment:
Role separation.
Appeal officers and review panels are often told to defer to the investigator or fact finder on factual determinations, including credibility, because that is the expertise of that investigator or fact finder.
Often, too, grounds for appeal are limited to minimal bases, such as newly discovered information, bias, or a catastrophic procedural error. With roles so strictly constrained and separated, many review bodies do not have a clear lane to review or stress test a credibility analysis.
Information asymmetry.
Reviewers will read the report, and even if they have access to the full investigation file, their experience with the information is completely different than an investigator’s.
By the time a reviewer receives the report, the investigation has become an exercise in reconstruction. The investigator lived the evidence over weeks or months. The reviewer encounters it after it has already been filtered through the report.
They were not present for the interviews, they may not have access to unredacted notes or transcripts, they may not be able to speak to parties or witnesses, and reading hundreds of pages of transcripts and documents is just different than being a part of those conversations and receiving the information throughout the course of the investigation.
And it would often be unrealistic for, say, a civil rights director, to review every page of an investigation file as part of their report review. All told, reviewers have a significantly diminished independent basis to test a credibility finding compared to the investigator or fact finder.
Institutional alignment.
The appeal officer or reviewer often works for the same institution that employs or hired the investigator. Even conscientious reviewers can face subtle pressures toward closure and finality. Reopening a credibility analysis often means revisiting difficult facts, extending timelines, and creating additional institutional work.
Those pressures do not predetermine outcomes, but they can make it harder for weak reasoning to receive the level of scrutiny it might receive from a completely independent reviewer. This is not malice, but it does make a last-minute correction less likely.
What this means for the investigation itself
If an appeal officer or review panel cannot be expected to catch a faulty or lackluster credibility analysis, the investigation report must be self-policing. A robust credibility analysis will include statement-level credibility findings, cited evidence, and acknowledged weaknesses for credited witnesses. I discuss this framework in my recent article, Credibility Is Not Character.
Questions to Ask Before Accepting a Credibility Analysis
If you are tasked with reviewing a credibility analysis, the process is not all that different than reviewing a factual or policy analysis. As you go through it, ask yourself:
- What specific statements were credited or rejected?
- What evidence supports those findings?
- What evidence cuts the other way?
- If the credited witness is wrong about part of the account, does the overall analysis change?
- Could a reviewer recreate the reasoning without speaking to the investigator?
What civil rights leadership and GCs could require, structurally
There is no silver bullet to ensure credibility analyses are properly stress-tested where budgets, staffing, and time are all under incredible pressures. But here are some ideas of things to put into an engagement letter, an internal policy, or a request to outside counsel that may help raise the bar for this tricky and often critical component of your investigation reports:
- A written credibility protocol the investigator commits to before the matter starts. Doesn’t have to be anything crazy, but some guidelines, in writing, that create expectations from the beginning.
- A standing requirement that credibility findings be made at the statement level, not just a global determination of the respective person.
- Especially for cases that turn on credibility, a required section in the credibility analysis titled “weaknesses in the credited account.” Not optional, not folded into the analysis, called out.
This article is not a vote of no confidence in investigators. It is the opposite. The investigators whose work survives this kind of structural scrutiny are the ones whose findings actually hold. Rigorous scrutiny is not a threat to a strong investigation. It is how a strong investigation demonstrates its strength.
The credibility determination that matters most is not the one that survives appeal. It is the one that survives scrutiny years later, when the investigators, reviewers, and institutional stakeholders are no longer in the room. Build the report to survive the scrutiny. And if you want a second set of eyes to stress test the report for a difficult investigation, or if you need someone to handle a sensitive matter in a way that will withstand rigorous scrutiny, reach out to Grey Zone.
About the Author

Patrick Noonan is the owner and principal of Grey Zone LLC, an investigations and consulting firm specializing in workplace investigations, civil rights, and Title IX matters.
He has conducted hundreds of investigations across higher education, nonprofit, and workplace settings, and has held leadership roles in compliance and civil rights functions. His work focuses on producing clear, defensible findings in complex and high-stakes matters.
Read more about Patrick or about Grey Zone.
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