Support to Education by Cluster

Apply citizen segments to awareness, availment, satisfaction, and need-for-action patterns.

Support to Education
Locality Filter All Mindanao records

Showing 4500 of 4500 respondent records. Predictive model scores remain the full-sample reference unless retraining is explicitly run.

Highest Priority
Cluster 4
Priority Score
40.12
Lowest Avg Availment
33.1%
Highest Need
54.1%

Cluster Stage Profile

Recommended Actions

Labels use the strongest target gap: awareness below 85%, availment below 60%, satisfaction below 93%, or need-for-action above 40%.
Cluster 4 - Access and availment priority (Availment) 40.12
Cluster 3 - Access and availment priority (Availment) 38.95
Cluster 2 - Access and availment priority (Availment) 37.72
Cluster 0 - Access and availment priority (Availment) 36.71
Cluster 1 - Access and availment priority (Availment) 36.39

Cluster Priority Flow

Sankey links show decision flow from cluster to dominant gap, priority indicator, and action cue. Wider links mean stronger priority pressure, not respondent-level movement.
Cluster 4 | Score 40.12

Access and availment priority

Investigate access barriers such as distance, facility availability, schedules, cost, and trust.

  • Dominant GapAvailment
  • Awareness77.1%
  • Availment33.1%
  • Satisfaction96.5%
  • Need for Action45.6%
Gap Drivers
  • Availment9.41
  • Awareness1.58
  • Need for Action1.41
Cluster 3 | Score 38.95

Access and availment priority

Investigate access barriers such as distance, facility availability, schedules, cost, and trust.

  • Dominant GapAvailment
  • Awareness83.3%
  • Availment37.0%
  • Satisfaction95.5%
  • Need for Action50.7%
Gap Drivers
  • Availment8.04
  • Need for Action2.68
  • Awareness0.33
Cluster 2 | Score 37.72

Access and availment priority

Investigate access barriers such as distance, facility availability, schedules, cost, and trust.

  • Dominant GapAvailment
  • Awareness81.6%
  • Availment42.4%
  • Satisfaction95.2%
  • Need for Action51.6%
Gap Drivers
  • Availment6.18
  • Need for Action2.9
  • Awareness0.69
Cluster 0 | Score 36.71

Access and availment priority

Investigate access barriers such as distance, facility availability, schedules, cost, and trust.

  • Dominant GapAvailment
  • Awareness83.2%
  • Availment46.6%
  • Satisfaction94.2%
  • Need for Action54.1%
Gap Drivers
  • Availment4.67
  • Need for Action3.53
  • Awareness0.35
Cluster 1 | Score 36.39

Access and availment priority

Investigate access barriers such as distance, facility availability, schedules, cost, and trust.

  • Dominant GapAvailment
  • Awareness82.4%
  • Availment40.5%
  • Satisfaction96.3%
  • Need for Action45.2%
Gap Drivers
  • Availment6.83
  • Need for Action1.3
  • Awareness0.51

Priority Indicator Drivers

These are the weakest indicators inside each cluster's dominant gap. Use them as the starting list for field validation and service-team action planning.
Cluster Gap Stage Priority Indicator Value Action Cue
Cluster 4 Availment Alternative LearningSystem and/or otherSpecial Education Programs 16.9% Check access barriers, schedule availability, supplies, and referral flow.
Cluster 4 Availment Scholarships and other assistance programs for students 26.3% Check access barriers, schedule availability, supplies, and referral flow.
Cluster 4 Availment Sports programs and activities 41.5% Check access barriers, schedule availability, supplies, and referral flow.
Cluster 3 Availment Alternative LearningSystem and/or otherSpecial Education Programs 16.1% Check access barriers, schedule availability, supplies, and referral flow.
Cluster 3 Availment Scholarships and other assistance programs for students 26.4% Check access barriers, schedule availability, supplies, and referral flow.
Cluster 3 Availment Sports programs and activities 47.5% Check access barriers, schedule availability, supplies, and referral flow.
Cluster 2 Availment Alternative LearningSystem and/or otherSpecial Education Programs 19.2% Check access barriers, schedule availability, supplies, and referral flow.
Cluster 2 Availment Scholarships and other assistance programs for students 27.6% Check access barriers, schedule availability, supplies, and referral flow.
Cluster 2 Availment Sports programs and activities 55.8% Check access barriers, schedule availability, supplies, and referral flow.
Cluster 0 Availment Alternative LearningSystem and/or otherSpecial Education Programs 24.5% Check access barriers, schedule availability, supplies, and referral flow.
Cluster 0 Availment Scholarships and other assistance programs for students 41.5% Check access barriers, schedule availability, supplies, and referral flow.
Cluster 0 Availment Sports programs and activities 51.4% Check access barriers, schedule availability, supplies, and referral flow.
Cluster 1 Availment Alternative LearningSystem and/or otherSpecial Education Programs 19.4% Check access barriers, schedule availability, supplies, and referral flow.
Cluster 1 Availment Scholarships and other assistance programs for students 27.4% Check access barriers, schedule availability, supplies, and referral flow.
Cluster 1 Availment Sports programs and activities 51.0% Check access barriers, schedule availability, supplies, and referral flow.

Stage-Aware Denominator Audit

Health stages follow the CSIS skip pattern. Values 95-99 are treated as not applicable and are excluded from Yes/No percentages. Counts below are response cells across health indicators, not unique respondents.
Stage Denominator Rule Yes No Valid Denominator Skipped / Not Applicable Yes % Valid Share
Awareness All valid awareness Yes/No responses 13,812 3,138 16,950 1,050 81.5% 94.2%
Availment Only respondents with Awareness = Yes 5,525 8,287 13,812 4,188 40.0% 76.7%
Satisfaction Only respondents with Awareness = Yes and Availment = Yes 5,300 225 5,525 12,475 95.9% 30.7%
Need for Action Only respondents with Awareness = Yes and Availment = Yes 2,641 2,884 5,525 12,475 47.8% 30.7%

Health Indicators by Cluster

Indicator Labels
Indicator Code Indicator Label
E6_EBSi Provision of medical and/or nutritional services to school clinics
E6_EBSii Sports programs and activities
E6_EBSiii Scholarships and other assistance programs for students
E6_EBSiv Alternative LearningSystem and/or otherSpecial Education Programs