The cheaper doorway into the system: catching chronic conditions early
Analysis focus: This page looks at 12 men between ages 30 and 40 with blood type AB+ who were admitted through Urgent care. The group averages 37.0 years old and skews toward the older end of the range, which fits the pattern of chronic conditions first surfacing in the late thirties.
Key finding: The average bill for this group is $20,436.21, roughly 20 percent below the hospital-wide average of $25,495.49. The most common diagnosis is asthma (4 of 12), followed by obesity and diabetes, and the most common treatment is Paracetamol (7 of 12). Ten of the twelve patients had test results that were Normal or Inconclusive rather than Abnormal.
Clinical implication: These are manageable chronic conditions caught through the urgent channel rather than the emergency channel, and they are being treated with low-cost medication instead of expensive intervention. The data suggests that when younger patients enter the system through urgent care for flare-ups of known chronic conditions, the cost per admission stays well under the hospital average. Encouraging this group to keep up with routine outpatient care could keep them out of the emergency department entirely, where the same conditions would cost far more to stabilize.
Hospital-wide average bill: $25,495.49, this group bills about 20% less per patient.
| Name | Age | Medical Condition | Test Results | Medication | Insurance | Billing Amount | Doctor | Hospital | Admission Date |
|---|---|---|---|---|---|---|---|---|---|
| DEnIse ToRRES | 33 | Diabetes | Inconclusive | Paracetamol | Aetna | $4,397.78 | Laura Myers | LLC Martin | 2019-10-14 |
| meGAn CoLON | 38 | Asthma | Normal | Paracetamol | Blue Cross | $21,562.86 | Emily Cruz | Carr LLC | 2021-08-04 |
| aLEx RodriGUEz | 39 | Cancer | Inconclusive | Paracetamol | Aetna | $18,062.60 | Ryan Simmons | Group Mann | 2021-02-24 |
| Jacob youNG | 40 | Obesity | Normal | Aspirin | UnitedHealthcare | $30,123.54 | Tara Tucker | PLC Aguirre | 2023-09-25 |
| jAnEt ROBERTs DDS | 34 | Asthma | Normal | Paracetamol | Blue Cross | $41,122.29 | Scott Herring | Clay LLC | 2020-01-07 |
| jUan kEllEy | 33 | Hypertension | Inconclusive | Paracetamol | Medicare | $2,462.21 | Carrie Montes | Hogan, Young Holmes and | 2021-11-05 |
| lISa KELlEr | 37 | Asthma | Normal | Paracetamol | Cigna | $35,821.65 | Mark Maynard | and Moore Sons | 2022-09-26 |
| KrIsTIna PAynE | 38 | Diabetes | Inconclusive | Penicillin | Cigna | $17,765.68 | Kari Ramos | Collins-Mcdonald | 2021-03-13 |
| EMma BENnETt | 38 | Arthritis | Abnormal | Penicillin | Cigna | $9,708.66 | Walter Erickson | LLC Simpson | 2023-07-20 |
| KAra HERring | 38 | Obesity | Inconclusive | Ibuprofen | Medicare | $10,514.18 | David Harding | Brown, and Smith Hebert | 2021-05-08 |
| luCAs wILsoN | 39 | Asthma | Abnormal | Paracetamol | Aetna | $43,663.88 | Frank Quinn DVM | Knox-Esparza | 2019-07-28 |
| BRADLEY PHaM | 37 | Obesity | Normal | Ibuprofen | UnitedHealthcare | $10,029.20 | Alexandra Ramos | Meyers-Hicks | 2023-06-11 |
Gender, admission type, and blood type are constant across every row (Male, Urgent, AB+) because they are part of the filter, so those columns are stated above instead of repeated in the table.