How Joy Gap Reads Community Data
Our standard for turning self-reported experience into something trustworthy — what it can show, what it cannot, and the rules we hold ourselves to before publishing a finding.
The short answer
Community data is a signal, not a verdict. Organized, carefully framed self-reports can surface shared language, reveal questions worth studying, and show patterns that formal research might later test. They cannot prove that a medication caused a change. This page explains how we handle that distinction, because a site asking about sensitive experiences owes readers its method, not just its conclusions.
What self-report can and cannot do
Self-report is the right tool for capturing how a change feels — the texture of daily life that clinical trials often miss. It is the wrong tool for establishing cause. Expectation, dose, sleep, stress, other medications, weight change, and life circumstances can all shape an answer. So we treat a striking pattern in our data as a reason to ask a better question, never as proof that the drug did it.
The labels we use
Not all evidence is equal, and we make the differences visible. We distinguish peer-reviewed research, early or preprint findings, expert interpretation, and community-reported experience — and we tag each piece so a reader always knows which they are looking at. A community pattern and a randomized trial may point the same way, but they carry different weight, and collapsing them would be dishonest.
How we will report findings
When we publish results, each finding will carry its question wording, the number of responses behind it, and the relevant limitations. We will not present a percentage as a headline stripped of its context. Positive, negative, neutral, and mixed experiences will all be represented, because selecting only the dramatic ones would manufacture a story the data does not support.
How we protect people
Sensitive responses — about gambling, pornography, libido, and similar topics — will be reported only in aggregate, and we will withhold small subgroups that could risk identifying someone. We ask people to answer only what feels comfortable, every question can be skipped, and "prefer not to answer" is always available. Dignity is a design constraint here, not an afterthought.
Why the method is the message
For a project built on trust, being clear about our limits is not a weakness to hide — it is the point. We would rather say "this is an early signal, held with care" than overstate what a survey can show. That restraint is what lets community experience and formal evidence sit side by side without being confused for one another.