Social Welfare Services by Cluster

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

Social Welfare Services
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 0
Priority Score
43.94
Lowest Avg Availment
35.0%
Highest Need
60.1%

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 0 - Access and availment priority (Availment) 43.94
Cluster 3 - Access and availment priority (Availment) 41.52
Cluster 4 - Access and availment priority (Availment) 41.1
Cluster 1 - Access and availment priority (Availment) 39.88
Cluster 2 - Access and availment priority (Availment) 39.1

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 0 | Score 43.94

Access and availment priority

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

  • Dominant GapAvailment
  • Awareness65.5%
  • Availment41.4%
  • Satisfaction92.5%
  • Need for Action60.1%
Gap Drivers
  • Availment6.5
  • Need for Action5.04
  • Awareness3.91
  • Satisfaction0.1
Cluster 3 | Score 41.52

Access and availment priority

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

  • Dominant GapAvailment
  • Awareness75.4%
  • Availment35.0%
  • Satisfaction94.2%
  • Need for Action50.7%
Gap Drivers
  • Availment8.77
  • Need for Action2.68
  • Awareness1.92
Cluster 4 | Score 41.1

Access and availment priority

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

  • Dominant GapAvailment
  • Awareness72.6%
  • Availment42.1%
  • Satisfaction89.1%
  • Need for Action52.7%
Gap Drivers
  • Availment6.27
  • Need for Action3.17
  • Awareness2.48
  • Satisfaction0.77
Cluster 1 | Score 39.88

Access and availment priority

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

  • Dominant GapAvailment
  • Awareness74.3%
  • Availment41.6%
  • Satisfaction92.6%
  • Need for Action51.2%
Gap Drivers
  • Availment6.45
  • Need for Action2.8
  • Awareness2.15
  • Satisfaction0.08
Cluster 2 | Score 39.1

Access and availment priority

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

  • Dominant GapAvailment
  • Awareness75.3%
  • Availment43.6%
  • Satisfaction92.3%
  • Need for Action51.6%
Gap Drivers
  • Availment5.72
  • Need for Action2.89
  • Awareness1.94
  • Satisfaction0.15

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 0 Availment Persons with Disabilities (PWD )Welfare Program 18.9% Check access barriers, schedule availability, supplies, and referral flow.
Cluster 0 Availment Programs for Internally Displaced Persons 31.2% Check access barriers, schedule availability, supplies, and referral flow.
Cluster 0 Availment Older Persons / Senior Citizens Program 38.1% Check access barriers, schedule availability, supplies, and referral flow.
Cluster 3 Availment Persons with Disabilities (PWD )Welfare Program 14.1% Check access barriers, schedule availability, supplies, and referral flow.
Cluster 3 Availment Programs for Internally Displaced Persons 24.6% Check access barriers, schedule availability, supplies, and referral flow.
Cluster 3 Availment Family and Community Welfare Program 38.6% Check access barriers, schedule availability, supplies, and referral flow.
Cluster 4 Availment Persons with Disabilities (PWD )Welfare Program 14.5% Check access barriers, schedule availability, supplies, and referral flow.
Cluster 4 Availment Programs for Internally Displaced Persons 32.1% Check access barriers, schedule availability, supplies, and referral flow.
Cluster 4 Availment Family and Community Welfare Program 40.3% Check access barriers, schedule availability, supplies, and referral flow.
Cluster 1 Availment Persons with Disabilities (PWD )Welfare Program 13.4% Check access barriers, schedule availability, supplies, and referral flow.
Cluster 1 Availment Programs for Internally Displaced Persons 33.2% Check access barriers, schedule availability, supplies, and referral flow.
Cluster 1 Availment Older Persons / Senior Citizens Program 42.0% Check access barriers, schedule availability, supplies, and referral flow.
Cluster 2 Availment Persons with Disabilities (PWD )Welfare Program 17.8% Check access barriers, schedule availability, supplies, and referral flow.
Cluster 2 Availment Programs for Internally Displaced Persons 37.0% Check access barriers, schedule availability, supplies, and referral flow.
Cluster 2 Availment Older Persons / Senior Citizens Program 43.6% 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 19,555 6,694 26,249 750 74.5% 97.2%
Availment Only respondents with Awareness = Yes 8,362 11,190 19,552 7,443 42.8% 72.4%
Satisfaction Only respondents with Awareness = Yes and Availment = Yes 7,694 669 8,363 18,632 92.0% 31.0%
Need for Action Only respondents with Awareness = Yes and Availment = Yes 4,330 4,036 8,366 18,632 51.8% 31.0%

Health Indicators by Cluster

Indicator Labels
Indicator Code Indicator Label
F1_FSSi ChildandYouthWelfareProgram
F1_FSSii Women’s Welfare Program
F1_FSSiii PersonswithDisabilities (PWD)Welfare Program
F1_FSSiv Older Persons / Senior Citizens Program
F1_FSSv Family and Community Welfare Program
F1_FSSvi Programs for Internally Displaced Persons