Integrated Decision Records

Older Persons / Senior Citizens Program is classified as Continued Emphasis under the CSIS Action Grid. Satisfaction is 83.7% against a 52.1% cutoff, while Need for Action is 60.7% against a 52.1% 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 need for action (60.7%). Segment review identifies Retired or older home-secure citizens (Segment C) (63.9%) for initial validation. Model discrimination is limited (ROC AUC 50.5%); predictors are validation cues, not reliable explanations or causal factors. The association is modestly above baseline (lift 1.09) 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.

Personswith Disabilities (PWD)Welfare Program is classified as Continued Emphasis under the CSIS Action Grid. Satisfaction is 90.0% against a 54.6% cutoff, while Need for Action is 56.5% against a 54.6% 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 need for action (56.5%). Segment review identifies Young single student citizens (Segment B) (79.3%) for initial validation. Model discrimination is limited (ROC AUC 43.7%); predictors are validation cues, not reliable explanations or causal factors. The association is modestly above baseline (lift 1.09) 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.

Programs for Internally Displaced Persons is classified as Exceeded Expectations under the CSIS Action Grid. Satisfaction is 92.8% against a 53.9% cutoff, while Need for Action is 53.3% 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 need for action (53.3%). Segment review identifies Young single student citizens (Segment B) (63.3%) for initial validation. Model discrimination is limited (ROC AUC 46.4%); predictors are validation cues, not reliable explanations or causal factors. The association is modestly above baseline (lift 1.09) 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.

Childand Youth Welfare Program is classified as Exceeded Expectations under the CSIS Action Grid. Satisfaction is 97.4% against a 52.1% cutoff, while Need for Action is 49.1% against a 52.1% 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 need for action (49.1%). Segment review identifies Young single student citizens (Segment B) (52.9%) for initial validation. Model discrimination is limited (ROC AUC 48.7%); predictors are validation cues, not reliable explanations or causal factors. The association is modestly above baseline (lift 1.09) 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.

Women’s Welfare Program is classified as Exceeded Expectations under the CSIS Action Grid. Satisfaction is 93.0% against a 52.4% cutoff, while Need for Action is 46.6% against a 52.4% 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 need for action (46.6%). Segment review identifies Young single student citizens (Segment B) (51.1%) for initial validation. Model discrimination is limited (ROC AUC 45.1%); predictors are validation cues, not reliable explanations or causal factors. The association is modestly above baseline (lift 1.09) 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.