S-034 · Theme 5 · Member Analytics

Attendance Heatmap

Use Attendance Heatmap to use member information to understand patterns and improve support without reducing people to statistics.

What could this idea change?

It makes everyday club work easier to understand, maintain and hand over.

It may suit: Members who use or maintain the club's information, communications and digital tools.

A simple way to start

  1. Write the decision brief for Attendance Heatmap: define which club decision requires aggregated evidence and what interpretation limits will be published, the starting evidence, people affected, local authority, resource limit, success signals and stop conditions. Who could lead it: Board sponsor and information owner
  2. Identify users and non-users, map access and digital-confidence barriers, explain data use and permissions and retain an equivalent human or non-digital route where essential participation is involved. Apply this specifically to Attendance Heatmap and record which relevant experiences or users are still missing. Who could lead it: Board sponsor and information owner with the access and privacy contacts
  3. Build and test a bounded evidence review with defined inputs, participation gaps and interpretation limits for Attendance Heatmap; complete the Attendance Heatmap Diagnostic Evidence Matrix, rehearse the boundary wording and confirm who may decide, refer, pause, recover or close the work. Who could lead it: System lead, privacy contact and access tester
  4. Use synthetic or minimised test data, least privilege, versioned configuration, accessible instructions, exception handling and a rollback; do not expose live credentials or private member information. Capture only the evidence needed to judge whether Attendance Heatmap advances responsible member analytics. Who could lead it: System lead, privacy contact and access tester
  5. Compare the evidence with the starting point, validate meaning with affected participants or users, record gaps and unintended effects and prepare a dated findings summary that separates facts, experience, assumptions and unanswered questions without overstating what the trial proves. Who could lead it: System lead, privacy contact and access tester with an independent reviewer

What should we look for?

  • After 90 days, review Attendance Heatmap. Look for a defined question, information suited to that question, clearly noted limitations and decisions that can be explained without exposing individuals.
  • Attendance Heatmap produces a dated findings summary that separates facts, experience, assumptions and unanswered questions by the promised decision date, with evidence limitations, participation gaps and unintended effects stated.
  • People affected can explain the purpose, their choices, the boundary and how to raise an access, privacy, safety or governance concern.
  • The trial shows whether responsible member analytics improved from the recorded starting point without shifting hidden workload, risk or exclusion elsewhere.
  • Every accepted action has an owner, due date and completion evidence, and the club records a reasoned continue, adapt, refer, scale or stop decision.

Before we say yes

  • Does it fit a real local need?
  • Can people take part safely and fairly?
  • Are the facts, permissions and Rotary branding right?
  • Who will lead it, and when will we review it?