LEARNING SIGNAL
A concept needs another pass
The live response distribution and practice review point to one verification habit to revisit in office hours.
EVIDENCE FOR THE NEXT DECISION
Measure what the program is helping teams do.
Start with learning signals, follow the work into named artifacts and use cases, and report at the level the evidence can support.
THE EVIDENCE LADDER
Move from the room into the work.
Each level answers a different question. Stronger claims require stronger evidence.
REACTION
Did the session land?
Relevance, pace, confidence, and confusion in the learning moment.
LEARNING
Did people understand it?
Live checks, practice quality, and the concepts that need another pass.
BEHAVIOR
Did it enter real work?
Named artifacts, reusable patterns, owners, and use cases in motion.
RESULT
Did the work change?
A documented change in time, quality, throughput, experience, or cost.
SYNTHETIC EXAMPLE
What an evidence brief can make visible.
This example illustrates the structure of a readout. It is not a client result or performance claim.
BEHAVIOR SIGNAL
A pattern has an owner
A participant submitted a named artifact with sources, a review step, and a designated work owner.
RESULT READINESS
A baseline is now defined
The owner identified how quality and elapsed time would be compared before any result claim is made.
NEXT DECISION
Refine before expanding
Run the pattern with two more approved examples, then decide whether it belongs in a wider department session.
SIGNAL DISCIPLINE
Use every signal for the decision it can actually inform.
The model becomes useful when the program can distinguish participation, understanding, behavior, and results without flattening them into one number.
LIVE SIGNALS
Improve the session
Polls, questions, and practice checks help the facilitator adjust pace, clarify concepts, and identify follow-up topics.
WORK SIGNALS
See what moved into practice
Named artifacts, saved patterns, owners, and status updates make behavior visible without equating clicks with adoption.
RESULT SIGNALS
Support a business decision
When a use case is mature enough, compare it to an agreed baseline with the method and owner clearly documented.
A PRACTICAL CADENCE
Collect evidence when it can change the work.
BEFORE
Define the decision
Name the sponsor question, starting baseline, selected work, and evidence owners.
DURING
Watch learning happen
Use response distributions, participant questions, and reviewed practice to guide facilitation.
AFTER
Follow the named work
Review artifacts, use-case status, and agreed result methods at the cadence established in discovery.
DECIDE BEFORE YOU MEASURE
Name the question your first cohort should answer.
We’ll build the evidence plan into the cohort map from the start.