"Measure a wellness-class reminder against attended seats"
"Source","https://bluefinchadvisors.com/blog/measure-a-wellness-class-reminder-against-attended-seats"
"Basis","This planning scenario uses the values entered. It is not an industry benchmark or a quote."

"Inputs","Value","Unit"
"Eligible booked seats in reminder group","60","number"
"Reminder-group seats attended","48","number"
"Eligible booked comparison seats","60","number"
"Comparison-group seats attended","42","number"

"Results","Value","Unit"
"Reminder-group attendance","80","percent"
"Comparison-group attendance","70","percent"
"Observed percentage-point difference","10","number"

"Calculation detail","Value","Unit"
"Reminder-group seats without recorded attendance","12","number"
"Comparison seats without recorded attendance","18","number"

"Assumptions"
"Define the seat/booking unit and observation period."
"Use actual attendance, with one consistent cancellation/rescheduling rule."
"Reminder delivery is a separate messaging event."
"This descriptive comparison proves no causation, health outcome or statistical significance."

"Result notes"
"No reminder or booking is created."
"Repeated visits are seat/booking outcomes here, not unique-customer retention."
"An empty eligible group leaves its rate and comparison unavailable."

"Sources"
"HubSpot: Task owners, due dates and associated records","https://knowledge.hubspot.com/tasks/create-tasks"
"NIST: Comparing observed proportions and statistical questions","https://www.itl.nist.gov/div898/handbook/prc/section3/prc33.htm"
"BlueFinch: Optional paid loyalty service and messaging requirements","https://bluefinchadvisors.com/toolbox/customer-loyalty"