Economic and Investment Promotion

Cross-stage service delivery review across awareness, availment, satisfaction, and need for action.

17 indicators
Avg Awareness
48.27%
Avg Availment
43.9%
Avg Satisfaction
93.18%
Avg Need for Action
52.46%

Stage Overview

Service Gaps

This view highlights indicators where citizens may know about a service but do not use it, use it but are not satisfied, or still need government action. For filtered Region/LGU views, results are descriptive evidence for local planning and should be validated with LGU records or field review.
JETiv · Awareness Gap

Organization,accreditation and training of tourism related concessions.

76.7% highest concern signal
Citizens may not yet know enough about this service.
  • Awareness23.3%
  • Availment36.4%
  • Satisfaction96.3%
  • Need for Action57.9%
Suggested guide: Strengthen information campaigns, barangay-level announcements, and direct citizen orientation.
JETii · Awareness Gap

Product/Brandmarketing and promotion of local goods and touristattractions

68.7% highest concern signal
Citizens may not yet know enough about this service.
  • Awareness31.3%
  • Availment51.9%
  • Satisfaction94.4%
  • Need for Action53.8%
Suggested guide: Strengthen information campaigns, barangay-level announcements, and direct citizen orientation.
JEAv · Awareness Gap

Access to facilities that promote agricultural production such as fish hatcheries and breeding stations

67.8% highest concern signal
Citizens may not yet know enough about this service.
  • Awareness32.2%
  • Availment29.7%
  • Satisfaction91.9%
  • Need for Action49.0%
Suggested guide: Strengthen information campaigns, barangay-level announcements, and direct citizen orientation.
JEAvi · Awareness Gap

Water and soilresource utilization and conservation projects

63.9% highest concern signal
Citizens may not yet know enough about this service.
  • Awareness36.1%
  • Availment47.4%
  • Satisfaction94.8%
  • Need for Action47.6%
Suggested guide: Strengthen information campaigns, barangay-level announcements, and direct citizen orientation.
JEAvix · Awareness Gap

Enforcement of fishery laws in municipal waters

60.7% highest concern signal
Citizens may not yet know enough about this service.
  • Awareness39.3%
  • Availment46.6%
  • Satisfaction95.8%
  • Need for Action52.4%
Suggested guide: Strengthen information campaigns, barangay-level announcements, and direct citizen orientation.
JEEiii · Awareness Gap

Promotion of Barangay Micro Business Enterprises

60.5% highest concern signal
Citizens may not yet know enough about this service.
  • Awareness39.5%
  • Availment28.9%
  • Satisfaction93.3%
  • Need for Action55.6%
Suggested guide: Strengthen information campaigns, barangay-level announcements, and direct citizen orientation.
JETi · Awareness Gap

Development and maintenance of touristattractions and facilities

58.6% highest concern signal
Citizens may not yet know enough about this service.
  • Awareness41.4%
  • Availment56.1%
  • Satisfaction91.4%
  • Need for Action57.4%
Suggested guide: Strengthen information campaigns, barangay-level announcements, and direct citizen orientation.
JEAii · Need for Action

Access to irrigation facilities or equipment

55.8% highest concern signal
Citizens who used the service still indicate a need for government action.
  • Awareness54.1%
  • Availment40.6%
  • Satisfaction88.8%
  • Need for Action55.8%
Suggested guide: Prioritize follow-up validation with the service office and compare findings with LGU service records.
JEAiv · Need for Action

Distribution of planting/farming/fishing materials and/or equipment

55.7% highest concern signal
Citizens who used the service still indicate a need for government action.
  • Awareness63.6%
  • Availment41.2%
  • Satisfaction92.0%
  • Need for Action55.7%
Suggested guide: Prioritize follow-up validation with the service office and compare findings with LGU service records.
JEAviii · Need for Action

Accessible farmharvest buying/trading stations

54.8% highest concern signal
Citizens who used the service still indicate a need for government action.
  • Awareness49.4%
  • Availment57.0%
  • Satisfaction91.1%
  • Need for Action54.8%
Suggested guide: Prioritize follow-up validation with the service office and compare findings with LGU service records.
JEAi · Need for Action

Organization and development of farmers, fishermen and their cooperatives

53.5% highest concern signal
Citizens who used the service still indicate a need for government action.
  • Awareness65.2%
  • Availment40.0%
  • Satisfaction92.6%
  • Need for Action53.5%
Suggested guide: Prioritize follow-up validation with the service office and compare findings with LGU service records.
JEEiv · Need for Action

Livelihood Programs

52.1% highest concern signal
Citizens who used the service still indicate a need for government action.
  • Awareness65.8%
  • Availment33.5%
  • Satisfaction92.1%
  • Need for Action52.1%
Suggested guide: Prioritize follow-up validation with the service office and compare findings with LGU service records.
JEAvii · Awareness Gap

Post-Harvest facilities such as crop dryers, slaughter houses or fish processing facilities

51.4% highest concern signal
Citizens may not yet know enough about this service.
  • Awareness48.6%
  • Availment47.9%
  • Satisfaction88.6%
  • Need for Action49.6%
Suggested guide: Strengthen information campaigns, barangay-level announcements, and direct citizen orientation.
JEEii · Need for Action

Regulation and supervision of businesses

51.0% highest concern signal
Citizens who used the service still indicate a need for government action.
  • Awareness59.7%
  • Availment46.7%
  • Satisfaction93.3%
  • Need for Action51.0%
Suggested guide: Prioritize follow-up validation with the service office and compare findings with LGU service records.
JEAiii · Need for Action

Prevention and control of plant and animal pests and diseases; fish kill sand diseases

50.5% highest concern signal
Citizens who used the service still indicate a need for government action.
  • Awareness59.6%
  • Availment47.4%
  • Satisfaction96.4%
  • Need for Action50.5%
Suggested guide: Prioritize follow-up validation with the service office and compare findings with LGU service records.
JETiii · Need for Action

Investment promotion activities such as trade fairs, fiestas, business events and similar events

48.9% highest concern signal
Citizens who used the service still indicate a need for government action.
  • Awareness54.1%
  • Availment67.3%
  • Satisfaction96.4%
  • Need for Action48.9%
Suggested guide: Prioritize follow-up validation with the service office and compare findings with LGU service records.
JEEi · Need for Action

Public Employment Services

46.4% highest concern signal
Citizens who used the service still indicate a need for government action.
  • Awareness57.2%
  • Availment27.7%
  • Satisfaction94.9%
  • Need for Action46.4%
Suggested guide: Prioritize follow-up validation with the service office and compare findings with LGU service records.

Frequency Count

This view shows compact Yes/No frequency counts and percentages for each service indicator across awareness, availment, satisfaction, and need for action.
JEEi

Public Employment Services

Aware Yes 57.23% · No 42.77%
Availed Yes 27.7% · No 72.3%
Satisfied Yes 94.86% · No 5.14%
Action Needed Yes 46.42% · No 53.58%
View counts
Stage Yes Yes % No No %
Aware 2318 57.23 1732 42.77
Availed 642 27.7 1676 72.3
Satisfied 609 94.86 33 5.14
Action Needed 298 46.42 344 53.58
JEEii

Regulation and supervision of businesses

Aware Yes 59.73% · No 40.27%
Availed Yes 46.67% · No 53.33%
Satisfied Yes 93.27% · No 6.73%
Action Needed Yes 51.02% · No 48.98%
View counts
Stage Yes Yes % No No %
Aware 2419 59.73 1631 40.27
Availed 1129 46.67 1290 53.33
Satisfied 1053 93.27 76 6.73
Action Needed 576 51.02 553 48.98
JEEiii

Promotion of Barangay Micro Business Enterprises

Aware Yes 39.52% · No 60.48%
Availed Yes 28.92% · No 71.08%
Satisfied Yes 93.33% · No 6.67%
Action Needed Yes 55.56% · No 44.44%
View counts
Stage Yes Yes % No No %
Aware 1245 39.52 1905 60.48
Availed 360 28.92 885 71.08
Satisfied 336 93.33 24 6.67
Action Needed 200 55.56 160 44.44
JEEiv

Livelihood Programs

Aware Yes 65.83% · No 34.17%
Availed Yes 33.45% · No 66.55%
Satisfied Yes 92.11% · No 7.89%
Action Needed Yes 52.11% · No 47.89%
View counts
Stage Yes Yes % No No %
Aware 2765 65.83 1435 34.17
Availed 925 33.45 1840 66.55
Satisfied 852 92.11 73 7.89
Action Needed 482 52.11 443 47.89
JETi

Development and maintenance of touristattractions and facilities

Aware Yes 41.36% · No 58.64%
Availed Yes 56.07% · No 43.93%
Satisfied Yes 91.38% · No 8.62%
Action Needed Yes 57.39% · No 42.61%
View counts
Stage Yes Yes % No No %
Aware 1737 41.36 2463 58.64
Availed 974 56.07 763 43.93
Satisfied 890 91.38 84 8.62
Action Needed 559 57.39 415 42.61
JETii

Product/Brandmarketing and promotion of local goods and touristattractions

Aware Yes 31.33% · No 68.67%
Availed Yes 51.91% · No 48.09%
Satisfied Yes 94.43% · No 5.57%
Action Needed Yes 53.77% · No 46.23%
View counts
Stage Yes Yes % No No %
Aware 1175 31.33 2575 68.67
Availed 610 51.91 565 48.09
Satisfied 576 94.43 34 5.57
Action Needed 328 53.77 282 46.23
JETiii

Investment promotion activities such as trade fairs, fiestas, business events and similar events

Aware Yes 54.12% · No 45.88%
Availed Yes 67.29% · No 32.71%
Satisfied Yes 96.41% · No 3.59%
Action Needed Yes 48.88% · No 51.12%
View counts
Stage Yes Yes % No No %
Aware 2192 54.12 1858 45.88
Availed 1475 67.29 717 32.71
Satisfied 1422 96.41 53 3.59
Action Needed 721 48.88 754 51.12
JETiv

Organization,accreditation and training of tourism related concessions.

Aware Yes 23.29% · No 76.71%
Availed Yes 36.42% · No 63.58%
Satisfied Yes 96.3% · No 3.7%
Action Needed Yes 57.87% · No 42.13%
View counts
Stage Yes Yes % No No %
Aware 594 23.29 1956 76.71
Availed 216 36.42 377 63.58
Satisfied 208 96.3 8 3.7
Action Needed 125 57.87 91 42.13
JEAi

Organization and development of farmers, fishermen and their cooperatives

Aware Yes 65.21% · No 34.79%
Availed Yes 40.01% · No 59.99%
Satisfied Yes 92.61% · No 7.39%
Action Needed Yes 53.47% · No 46.53%
View counts
Stage Yes Yes % No No %
Aware 2739 65.21 1461 34.79
Availed 1096 40.01 1643 59.99
Satisfied 1015 92.61 81 7.39
Action Needed 586 53.47 510 46.53
JEAii

Access to irrigation facilities or equipment

Aware Yes 54.11% · No 45.89%
Availed Yes 40.61% · No 59.39%
Satisfied Yes 88.75% · No 11.25%
Action Needed Yes 55.75% · No 44.25%
View counts
Stage Yes Yes % No No %
Aware 1948 54.11 1652 45.89
Availed 791 40.61 1157 59.39
Satisfied 702 88.75 89 11.25
Action Needed 441 55.75 350 44.25
JEAiii

Prevention and control of plant and animal pests and diseases; fish kill sand diseases

Aware Yes 59.57% · No 40.43%
Availed Yes 47.36% · No 52.64%
Satisfied Yes 96.37% · No 3.63%
Action Needed Yes 50.46% · No 49.54%
View counts
Stage Yes Yes % No No %
Aware 2502 59.57 1698 40.43
Availed 1185 47.36 1317 52.64
Satisfied 1142 96.37 43 3.63
Action Needed 598 50.46 587 49.54
JEAiv

Distribution of planting/farming/fishing materials and/or equipment

Aware Yes 63.64% · No 36.36%
Availed Yes 41.19% · No 58.81%
Satisfied Yes 92.01% · No 7.99%
Action Needed Yes 55.68% · No 44.32%
View counts
Stage Yes Yes % No No %
Aware 2673 63.64 1527 36.36
Availed 1101 41.19 1572 58.81
Satisfied 1013 92.01 88 7.99
Action Needed 613 55.68 488 44.32
JEAv

Access to facilities that promote agricultural production such as fish hatcheries and breeding stations

Aware Yes 32.25% · No 67.75%
Availed Yes 29.72% · No 70.28%
Satisfied Yes 91.88% · No 8.12%
Action Needed Yes 48.99% · No 51.01%
View counts
Stage Yes Yes % No No %
Aware 1161 32.25 2439 67.75
Availed 345 29.72 816 70.28
Satisfied 317 91.88 28 8.12
Action Needed 169 48.99 176 51.01
JEAvi

Water and soilresource utilization and conservation projects

Aware Yes 36.08% · No 63.92%
Availed Yes 47.42% · No 52.58%
Satisfied Yes 94.81% · No 5.19%
Action Needed Yes 47.56% · No 52.44%
View counts
Stage Yes Yes % No No %
Aware 1299 36.08 2301 63.92
Availed 616 47.42 683 52.58
Satisfied 584 94.81 32 5.19
Action Needed 293 47.56 323 52.44
JEAvii

Post-Harvest facilities such as crop dryers, slaughter houses or fish processing facilities

Aware Yes 48.6% · No 51.4%
Availed Yes 47.87% · No 52.13%
Satisfied Yes 88.64% · No 11.36%
Action Needed Yes 49.64% · No 50.36%
View counts
Stage Yes Yes % No No %
Aware 2041 48.6 2159 51.4
Availed 977 47.87 1064 52.13
Satisfied 866 88.64 111 11.36
Action Needed 485 49.64 492 50.36
JEAviii

Accessible farmharvest buying/trading stations

Aware Yes 49.36% · No 50.64%
Availed Yes 57.03% · No 42.97%
Satisfied Yes 91.07% · No 8.93%
Action Needed Yes 54.79% · No 45.21%
View counts
Stage Yes Yes % No No %
Aware 1629 49.36 1671 50.64
Availed 929 57.03 700 42.97
Satisfied 846 91.07 83 8.93
Action Needed 509 54.79 420 45.21
JEAvix

Enforcement of fishery laws in municipal waters

Aware Yes 39.31% · No 60.69%
Availed Yes 46.64% · No 53.36%
Satisfied Yes 95.76% · No 4.24%
Action Needed Yes 52.42% · No 47.58%
View counts
Stage Yes Yes % No No %
Aware 1415 39.31 2185 60.69
Availed 660 46.64 755 53.36
Satisfied 632 95.76 28 4.24
Action Needed 346 52.42 314 47.58
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Finding 1

Citizen segment evidence

Available

The clustering result identifies citizen segments and shows whether any segment has lower awareness, lower availment, lower satisfaction, or higher need for action.

Finding 2

Classification evidence

64 indicator models

The decision-tree classification uses citizen segment membership and profile variables as predictors. Most current indicator results are grouped as needs more predictors, which guides how strongly the result may be interpreted.

Finding 3

Association-rule evidence

Lift 1.05

The strongest repeated service-stage pattern is: Respondents who availed the economic, and were aware of the economic had a 96% likelihood of also were satisfied with the economic (Lift: 1.05). This pattern was observed together 96.2% of the time for the eligible records.

Integrated research interpretation

The multi-model result for Economic and Investment Promotion points to awareness gap in Organization,accreditation and training of tourism related concessions. as the main area needing attention. Clustering provides the citizen-segment lens, classification tests whether profile or segment variables help explain the service outcome, and association rules check whether the service-stage pattern repeatedly appears in the data.

Together, these findings show how the framework moves from citizen grouping, to prediction, to pattern discovery. The result should be treated as research-based decision support and validated with local service records, field context, and stakeholder review.

Research Interpretation Guide

The result is not based on one model alone. Clustering contributes the citizen-segment lens, classification contributes predictor-based explanation, and association rules contribute repeated service-stage relationships. This supports the thesis claim that the portal implements a multi-model predictive analytics framework for evidence-based service evaluation.

Analytics → Evidence → Decision → Action

Decision Matrix for Local Government Action

Cross-stage, clustering, classification, and association-rule results integrated into evidence-backed LGU actions.

0 action items
Rank Cross-Stage Result Clustering Result Decision Tree Evidence Repeated Service-Stage Pattern Recommended LGU Action Priority Implementation
No decision rows are available for the selected service area.
Priority method: Recommendations remain decision-support evidence and should be confirmed with service records, budget feasibility, field validation, and stakeholder review.
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