What an evidence-based reputation assessment can—and cannot—say
Source quality, coverage and time matter more than a confident-looking number.
Claims are a starting point
Record who made a claim, when it was made, what audience it concerns and where the source can be checked. Separate institutional statements from independent reporting and direct observation. Multiple sites repeating one press release are not multiple independent confirmations.
State what remains unknown
A missing source does not prove poor performance. A positive experience does not establish consistency across a whole institution. Confidence describes the support for a finding, while a rating describes its interpretation under a defined rubric. Publish the observation date and methodology version so readers know the limits of comparison.
Protect independence
Assessment fees fund scope and tools, not a favorable outcome. An intervention owner should not grade the same institution. A correction process should distinguish disputed evidence from disagreement with interpretation. Private customer records do not become public evidence without permission.
A question for leaders
What evidence could your team follow to establish that a gap actually changed?