# Email outcome and measurement brief

Outcome Driven · Ashley Kays Rabbitt

Separate attribution credit from additional business impact. Work from your own evidence; fictional examples are optional. Do not enter confidential records.

## 1. Eligible population and intended useful action

Define the cohort, denominator, window, and limitations before interpreting results.

[Your notes]

## 2. Measurement window and primary outcome

Define the cohort, denominator, window, and limitations before interpreting results.

[Your notes]

## 3. Attribution model, window, and reporting source

Define the cohort, denominator, window, and limitations before interpreting results.

[Your notes]

## 4. Optional campaign being tested; essential messages preserved

Define the cohort, denominator, window, and limitations before interpreting results.

[Your notes]

## 5. Randomization unit, assignment, sample plan, and owner

Define the cohort, denominator, window, and limitations before interpreting results.

[Your notes]

## 6. Effect worth detecting and uncertainty we can accept

Define the cohort, denominator, window, and limitations before interpreting results.

[Your notes]

## 7. Treatment: assigned ____ outcomes ____ rate ____

Define the cohort, denominator, window, and limitations before interpreting results.

[Your notes]

## 8. Control: assigned ____ outcomes ____ rate ____

Define the cohort, denominator, window, and limitations before interpreting results.

[Your notes]

## 9. Difference in percentage points ____ uncertainty ____

Define the cohort, denominator, window, and limitations before interpreting results.

[Your notes]

## 10. Realized contribution after variable costs ____ campaign cost ____

Define the cohort, denominator, window, and limitations before interpreting results.

[Your notes]

## 11. Other exposures, delayed purchases, returns, and limitations

Define the cohort, denominator, window, and limitations before interpreting results.

[Your notes]

## 12. Guardrails and any harm to customer experience

Define the cohort, denominator, window, and limitations before interpreting results.

[Your notes]

## 13. Keep / revise / investigate / stop; reason and review date

Define the cohort, denominator, window, and limitations before interpreting results.

[Your notes]

