Health Services by Cluster

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

Health 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
34.79
Lowest Avg Availment
50.0%
Highest Need
51.2%

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 - High need-for-action (Need for Action) 34.79
Cluster 4 - Access and availment priority (Availment) 33.51
Cluster 3 - High need-for-action (Need for Action) 32.39
Cluster 2 - High need-for-action (Need for Action) 28.78
Cluster 1 - High need-for-action (Need for Action) 26.97

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 34.79

High need-for-action

Use this segment for immediate issue triage and root-cause interviews.

  • Dominant GapNeed for Action
  • Awareness77.6%
  • Availment52.3%
  • Satisfaction95.9%
  • Need for Action51.2%
Gap Drivers
  • Need for Action2.79
  • Availment2.71
  • Awareness1.48
Cluster 4 | Score 33.51

Access and availment priority

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

  • Dominant GapAvailment
  • Awareness82.9%
  • Availment50.0%
  • Satisfaction95.8%
  • Need for Action47.0%
Gap Drivers
  • Availment3.49
  • Need for Action1.76
  • Awareness0.42
Cluster 3 | Score 32.39

High need-for-action

Use this segment for immediate issue triage and root-cause interviews.

  • Dominant GapNeed for Action
  • Awareness84.7%
  • Availment53.6%
  • Satisfaction96.4%
  • Need for Action49.4%
Gap Drivers
  • Need for Action2.34
  • Availment2.25
  • Awareness0.07
Cluster 2 | Score 28.78

High need-for-action

Use this segment for immediate issue triage and root-cause interviews.

  • Dominant GapNeed for Action
  • Awareness85.8%
  • Availment62.1%
  • Satisfaction96.5%
  • Need for Action47.9%
Gap Drivers
  • Need for Action1.96
Cluster 1 | Score 26.97

High need-for-action

Use this segment for immediate issue triage and root-cause interviews.

  • Dominant GapNeed for Action
  • Awareness85.8%
  • Availment64.7%
  • Satisfaction96.2%
  • Need for Action44.0%
Gap Drivers
  • Need for Action1.01

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 Need for Action Free Basic Medicine or Low-Cost Medicine Program 60.6% Prioritize follow-up interviews and immediate issue triage.
Cluster 0 Need for Action Free General Consultations/Access to secondary and/or tertiary health care 56.0% Prioritize follow-up interviews and immediate issue triage.
Cluster 0 Need for Action Vaccination for infants/children 50.4% Prioritize follow-up interviews and immediate issue triage.
Cluster 4 Availment Family Planning/ Reproductive Health Distribution of reproductive health supplies, information dissemination and other services 32.3% Check access barriers, schedule availability, supplies, and referral flow.
Cluster 4 Availment Pre-natal/post-natal/child birth services 35.6% Check access barriers, schedule availability, supplies, and referral flow.
Cluster 4 Availment Basic dental/oral hygiene 38.9% Check access barriers, schedule availability, supplies, and referral flow.
Cluster 3 Need for Action Free Basic Medicine or Low-Cost Medicine Program 54.8% Prioritize follow-up interviews and immediate issue triage.
Cluster 3 Need for Action Basic dental/oral hygiene 53.9% Prioritize follow-up interviews and immediate issue triage.
Cluster 3 Need for Action Free General Consultations/Access to secondary and/or tertiary health care 49.7% Prioritize follow-up interviews and immediate issue triage.
Cluster 2 Need for Action Free Basic Medicine or Low-Cost Medicine Program 53.2% Prioritize follow-up interviews and immediate issue triage.
Cluster 2 Need for Action Basic dental/oral hygiene 50.7% Prioritize follow-up interviews and immediate issue triage.
Cluster 2 Need for Action Free General Consultations/Access to secondary and/or tertiary health care 49.4% Prioritize follow-up interviews and immediate issue triage.
Cluster 1 Need for Action Free Basic Medicine or Low-Cost Medicine Program 49.3% Prioritize follow-up interviews and immediate issue triage.
Cluster 1 Need for Action Basic dental/oral hygiene 45.9% Prioritize follow-up interviews and immediate issue triage.
Cluster 1 Need for Action Free General Consultations/Access to secondary and/or tertiary health care 44.4% Prioritize follow-up interviews and immediate issue triage.

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 25,314 4,536 29,850 1,650 84.8% 94.8%
Availment Only respondents with Awareness = Yes 15,128 10,186 25,314 6,186 59.8% 80.4%
Satisfaction Only respondents with Awareness = Yes and Availment = Yes 14,532 596 15,128 16,372 96.1% 48.0%
Need for Action Only respondents with Awareness = Yes and Availment = Yes 7,126 8,002 15,128 16,372 47.1% 48.0%

Health Indicators by Cluster

Indicator Labels
Indicator Code Indicator Label
D8_DHSi Vaccination for infants/children
D8_DHSii Pre-natal/post-natal/child birth services
D8_DHSiii Free General Consultations/Access to secondary and/or tertiary health care
D8_DHSiv Free Basic Medicine or Low-Cost Medicine Program
D8_DHSv Prevention and Management of Communicable and Non-Communicable Diseases
D8_DHSvi Basic dental/oral hygiene
D8_DHSvii Family Planning/ Reproductive Health Distribution of reproductive health supplies, information dissemination and other services