Integrated Decision Records

Organization,accreditation and training of tourism related concessions. is classified as Continued Emphasis under the CSIS Action Grid. Satisfaction is 96.3% against a 56.7% cutoff, while Need for Action is 57.9% against a 56.7% cutoff. Citizens report favorable satisfaction while still calling for further action. Positive delivery should be sustained while specific concerns are validated and refined. The strongest service-stage concern is awareness gap (76.7%). Segment review identifies Young single student citizens (Segment B) (20.5%) for initial validation. Model discrimination is limited (ROC AUC 53.5%); predictors are validation cues, not reliable explanations or causal factors. The association is modestly above baseline (lift 1.05) and requires validation. The proposed response should therefore be treated as a human-review prompt and checked against service records, field conditions, feasibility, and responsible-office feedback.

Product/Brandmarketing and promotion of local goods and touristattractions is classified as Exceeded Expectations under the CSIS Action Grid. Satisfaction is 94.4% against a 54.0% cutoff, while Need for Action is 53.8% against a 54.0% cutoff. Citizens report favorable satisfaction without a high demand for further action. Current performance should be sustained and monitored. The strongest service-stage concern is awareness gap (68.7%). Segment review identifies Married women outside school or reported work (Segment E) (28.4%) for initial validation. Model discrimination is limited (ROC AUC 57.6%); predictors are validation cues, not reliable explanations or causal factors. The association is modestly above baseline (lift 1.05) and requires validation. The proposed response should therefore be treated as a human-review prompt and checked against service records, field conditions, feasibility, and responsible-office feedback.

Access to facilities that promote agricultural production such as fish hatcheries and breeding stations is classified as Exceeded Expectations under the CSIS Action Grid. Satisfaction is 91.9% against a 55.3% cutoff, while Need for Action is 49.0% against a 55.3% cutoff. Citizens report favorable satisfaction without a high demand for further action. Current performance should be sustained and monitored. The strongest service-stage concern is awareness gap (67.8%). Segment review identifies Young single student citizens (Segment B) (28.4%) for initial validation. Model discrimination is limited (ROC AUC 53.1%); predictors are validation cues, not reliable explanations or causal factors. The association is modestly above baseline (lift 1.05) and requires validation. The proposed response should therefore be treated as a human-review prompt and checked against service records, field conditions, feasibility, and responsible-office feedback.

Water and soilresource utilization and conservation projects is classified as Exceeded Expectations under the CSIS Action Grid. Satisfaction is 94.8% against a 53.9% cutoff, while Need for Action is 47.6% against a 53.9% cutoff. Citizens report favorable satisfaction without a high demand for further action. Current performance should be sustained and monitored. The strongest service-stage concern is awareness gap (63.9%). Segment review identifies Married women outside school or reported work (Segment E) (32.8%) for initial validation. Model discrimination is limited (ROC AUC 54.2%); predictors are validation cues, not reliable explanations or causal factors. The association is modestly above baseline (lift 1.05) and requires validation. The proposed response should therefore be treated as a human-review prompt and checked against service records, field conditions, feasibility, and responsible-office feedback.

Enforcement of fishery laws in municipal waters is classified as Exceeded Expectations under the CSIS Action Grid. Satisfaction is 95.8% against a 53.8% cutoff, while Need for Action is 52.4% against a 53.8% cutoff. Citizens report favorable satisfaction without a high demand for further action. Current performance should be sustained and monitored. The strongest service-stage concern is awareness gap (60.7%). Segment review identifies Retired or older home-secure citizens (Segment C) (53.5%) for initial validation. Model evidence is unavailable and should not influence the decision. The association is modestly above baseline (lift 1.05) and requires validation. The proposed response should therefore be treated as a human-review prompt and checked against service records, field conditions, feasibility, and responsible-office feedback.