Short essays on evaluation, implementation, child welfare and the honest use of evidence. Each carries its sources.
Collected as The Denominator, a quarterly series; Volume One publishes in Q3 2026. The name is the discipline the notes share: a number means little until you can say what it is a fraction of.
Method notesNine short notes on how evaluation and change work is actually done. Each is a few hundred words with its own sources, collected here rather than spread across nine pages, because a note this length should not be asked to stand as an essay.
Readiness before scaleA pilot's success is not yet evidence it is ready to grow. Readiness is a separate question, and skipping it is how good programs break once they get the funding they asked for.
The cliff at eighteenMost young adults get a long, soft landing into independence. Youth in government care get a date. This is what the cliff does, why we built it, and what a ramp would look like.
Outputs are not outcomesAn output is what you did. An outcome is what changed because of it. The gap between the two is where a lot of good intentions quietly stop counting.
Durable work without a false choiceEmployment and independent practice are often presented as competing identities. A better question is what combination can provide a reliable floor, meaningful work, room to build, and enough capacity to keep going.
Reporting the finding nobody wantsA finding a leader does not want to hear is where research either changes a decision or quietly gets buried. Delivering it well is a craft, and it is mostly done before the meeting starts.
Contribution, not causeAn evaluation can rarely prove a program caused an outcome. The honest craft is knowing when to claim contribution instead, and saying so out loud, in a way a decision-maker can still use.
Dignity is infrastructureA non-deficit stance is not a warmer vocabulary laid over the same machinery. It changes who defines success, what evidence counts, how people enter and leave a service, and what happens when life becomes difficult.
The sixty-second summaryA board reads the first half page or nothing. Writing the top of a report is a discipline, not an afterthought; it is where "evidence made usable" is either true or a slogan.