When in the post-discharge timeline do readmissions cluster, by admit cohort?
% readmitted within N months · admit-month cohorts (rows) × months since discharge (cols)
Lakeside Health · Care quality explorer
Where do readmissions cluster, and which segments drive length-of-stay variance?
Where do patients fall out of the ED admission pathway?
last 30 days · avg 1,240 admits/day · stage-to-stage conversion in tooltip
Does length of stay correlate with patient age across departments?
last 90 days · 1,200 randomly sampled admits · color = department
Which DRGs drive the highest 30-day readmission rate?
% readmitted within 30 days · top 10 DRGs by volume · sorted by rate
Department breakdown
Click a row to drill down to admit-level cohort.
| Department | Admits (90d) | Avg LOS | Readmit 30d | Δ vs prev | Trend (LOS, 12 wk) | Bed occupancy |
|---|---|---|---|---|---|---|
| Cardiology | 2,418 | 5.6 d | 14.8% | 1.2 pp | 88% · high | |
| Neurology | 1,612 | 7.2 d | 12.4% | 0.6 pp | 76% · normal | |
| Orthopedics | 2,940 | 3.4 d | 8.1% | 0.9 pp | 68% · normal | |
| Oncology | 1,184 | 8.9 d | 17.2% | 2.1 pp | 94% · critical | |
| General medicine | 3,820 | 4.1 d | 10.6% | 0.1 pp | 72% · normal | |
| Pediatrics | 1,058 | 2.8 d | 5.4% | 0.4 pp | 58% · normal |
Readmission defined as unplanned inpatient admit within 30 days of discharge for the same patient (CMS HRRP methodology). LOS excludes observation stays. Bed occupancy from real-time ADT, snapshot at 06:00 each day. De-identified per HIPAA; all numbers are synthetic for this demo.