Health Services
Cluster 2
Need for Action
Prioritize barangay-level health follow-up for underserved Cluster 2 citizens.
Use targeted outreach and referral tracking where citizens report unmet health-service needs but low actual availment.
42%
Cluster share flagged for intervention
0.78
Decision confidence from model evidence
3
Linked evidence sources
Evidence-to-Action Path
Survey response to analytics evidence to planning action.
Citizen Response
D11 need-action answer and D9 availment answer.
Model Signal
Cluster 2 risk concentration plus decision tree split.
Decision Rule
If need is high and availment is low, flag outreach.
LGU Action
Schedule targeted health desk follow-up.
Traceability
Review why a recommendation was made, or follow how survey evidence becomes an action.
Recommended action
Barangay-level health follow-up for Cluster 2.
Decision rule
High need for action with low availment.
Evidence source
Cluster profile, decision tree split, and Apriori co-occurrence.
Survey fields
D9, D11, citizen profile, and service-stage responses.