Economic and Investment Promotion by Cluster

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

Economic and Investment Promotion
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
44.92
Lowest Avg Availment
41.1%
Highest Need
54.2%

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 4 - Low-awareness priority (Awareness) 44.92
Cluster 2 - Low-awareness priority (Awareness) 44.89
Cluster 0 - Access and availment priority (Availment) 44.81
Cluster 1 - Low-awareness priority (Awareness) 43.88
Cluster 3 - Low-awareness priority (Awareness) 43.44

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 44.92

Low-awareness priority

Prioritize barangay-level information campaigns and direct service-office outreach.

  • Dominant GapAwareness
  • Awareness46.4%
  • Availment42.6%
  • Satisfaction92.6%
  • Need for Action50.6%
Gap Drivers
  • Awareness7.72
  • Availment6.07
  • Need for Action2.64
  • Satisfaction0.08
Cluster 2 | Score 44.89

Low-awareness priority

Prioritize barangay-level information campaigns and direct service-office outreach.

  • Dominant GapAwareness
  • Awareness46.6%
  • Availment41.2%
  • Satisfaction94.7%
  • Need for Action50.2%
Gap Drivers
  • Awareness7.68
  • Availment6.59
  • Need for Action2.56
Cluster 0 | Score 44.81

Access and availment priority

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

  • Dominant GapAvailment
  • Awareness52.7%
  • Availment41.1%
  • Satisfaction92.7%
  • Need for Action53.1%
Gap Drivers
  • Availment6.61
  • Awareness6.46
  • Need for Action3.28
  • Satisfaction0.06
Cluster 1 | Score 43.88

Low-awareness priority

Prioritize barangay-level information campaigns and direct service-office outreach.

  • Dominant GapAwareness
  • Awareness44.7%
  • Availment46.8%
  • Satisfaction94.4%
  • Need for Action52.4%
Gap Drivers
  • Awareness8.06
  • Availment4.61
  • Need for Action3.1
Cluster 3 | Score 43.44

Low-awareness priority

Prioritize barangay-level information campaigns and direct service-office outreach.

  • Dominant GapAwareness
  • Awareness50.6%
  • Availment47.0%
  • Satisfaction92.7%
  • Need for Action54.2%
Gap Drivers
  • Awareness6.87
  • Availment4.55
  • Need for Action3.56
  • Satisfaction0.07

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 Awareness Organization,accreditation and training of tourism related concessions. 20.8% Target communication and direct service-office outreach for this service.
Cluster 4 Awareness Product/Brandmarketing and promotion of local goods and touristattractions 28.4% Target communication and direct service-office outreach for this service.
Cluster 4 Awareness Access to facilities that promote agricultural production such as fish hatcheries and breeding stations 30.1% Target communication and direct service-office outreach for this service.
Cluster 2 Awareness Organization,accreditation and training of tourism related concessions. 21.6% Target communication and direct service-office outreach for this service.
Cluster 2 Awareness Product/Brandmarketing and promotion of local goods and touristattractions 29.4% Target communication and direct service-office outreach for this service.
Cluster 2 Awareness Access to facilities that promote agricultural production such as fish hatcheries and breeding stations 31.1% Target communication and direct service-office outreach for this service.
Cluster 0 Availment Access to facilities that promote agricultural production such as fish hatcheries and breeding stations 24.3% Check access barriers, schedule availability, supplies, and referral flow.
Cluster 0 Availment Livelihood Programs 27.1% Check access barriers, schedule availability, supplies, and referral flow.
Cluster 0 Availment Public Employment Services 28.5% Check access barriers, schedule availability, supplies, and referral flow.
Cluster 1 Awareness Organization,accreditation and training of tourism related concessions. 20.5% Target communication and direct service-office outreach for this service.
Cluster 1 Awareness Access to facilities that promote agricultural production such as fish hatcheries and breeding stations 28.4% Target communication and direct service-office outreach for this service.
Cluster 1 Awareness Promotion of Barangay Micro Business Enterprises 35.0% Target communication and direct service-office outreach for this service.
Cluster 3 Awareness Organization,accreditation and training of tourism related concessions. 22.6% Target communication and direct service-office outreach for this service.
Cluster 3 Awareness Product/Brandmarketing and promotion of local goods and touristattractions 31.2% Target communication and direct service-office outreach for this service.
Cluster 3 Awareness Access to facilities that promote agricultural production such as fish hatcheries and breeding stations 33.2% Target communication and direct service-office outreach for this service.

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 31,852 32,648 64,500 12,000 49.4% 84.3%
Availment Only respondents with Awareness = Yes 14,031 17,820 31,851 44,649 44.1% 41.6%
Satisfaction Only respondents with Awareness = Yes and Availment = Yes 13,063 968 14,031 62,469 93.1% 18.3%
Need for Action Only respondents with Awareness = Yes and Availment = Yes 7,329 6,702 14,031 62,469 52.2% 18.3%

Health Indicators by Cluster

Indicator Labels
Indicator Code Indicator Label
J1_JEEi Public Employment Services
J1_JEEii Regulation and supervision of businesses
J1_JEEiii Promotion of Barangay Micro Business Enterprises
J1_JEEiv Livelihood Programs
J1_JETi Development and maintenance of touristattractions and facilities
J1_JETii Product/Brandmarketing and promotion of local goods and touristattractions
J1_JETiii Investment promotion activities such as trade fairs, fiestas, business events and similar events
J1_JETiv Organization,accreditation and training of tourism related concessions.
J1_JEAi Organization and development of farmers, fishermen and their cooperatives
J1_JEAii Access to irrigation facilities or equipment
J1_JEAiii Prevention and control of plant and animal pests and diseases; fish kill sand diseases
J1_JEAiv Distribution of planting/farming/fishing materials and/or equipment
J1_JEAv Access to facilities that promote agricultural production such as fish hatcheries and breeding stations
J1_JEAvi Water and soilresource utilization and conservation projects
J1_JEAvii Post-Harvest facilities such as crop dryers, slaughter houses or fish processing facilities
J1_JEAviii Accessible farmharvest buying/trading stations