Due to restrictions following results are derived from synthetic data to demonstrate capability of Computational Healthcare. Please do no derive any inferences from results below.

Rehospitalizations

Numerator 260

Discharged

Denominator 1,580

Rehospitalization Rate

260 / 1,580 = 16.5 %

Index = Discharged + Died + Transferred

1590 (100%) = 1580 (99.4%) + 0 (0.0%) + 0 (0.0%)

Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset200

Rehospitalization during 50 days since discharge:

Mean ΔT: 138.22 days FQ: 27 days Median: 115 days TQ: 228 days

Rehospitalization during 50 weeks since discharge:

Mean ΔT: 19.26 weeks FQ: 3 weeks Median: 16 weeks TQ: 32 weeks
Sex Distribution
Sex Initial Sub Discharged
Male 57.69 % 57.69 % 58.23 %
Female 38.46 % 38.46 % 40.51 %
Sex unknown 0.0 % 0.0 % 1.27 %
Race Distribution
Race Initial Sub Discharged
White 15.38 % 11.54 % 15.19 %
Black 11.54 % 11.54 % 13.29 %
Hispanic 11.54 % 11.54 % 13.92 %
Asian or Pacific Islander 19.23 % 11.54 % 14.56 %
Native American 15.38 % 15.38 % 15.82 %
Other 7.69 % 11.54 % 13.29 %
Race missing, unknown 11.54 % 15.38 % 12.66 %
Payer Distribution
Payer Initial Sub Discharged
Medicare 11.54 % 11.54 % 15.19 %
Medicaid 15.38 % 15.38 % 15.82 %
Private insurance 15.38 % 11.54 % 13.29 %
Self-pay 11.54 % 15.38 % 12.66 %
Other payer 11.54 % 11.54 % 13.92 %
Unknown payer 11.54 % 11.54 % 12.66 %
No charge 11.54 % 15.38 % 15.19 %
Source Distribution
Source Initial Sub Discharged
Another health facility including LTC 11.54 % 15.38 % 17.72 %
Emergency department 15.38 % 19.23 % 17.72 %
Unknown 15.38 % 15.38 % 15.82 %
Court/Law enforcement 15.38 % 15.38 % 15.82 %
Routine, birth, etc 15.38 % 15.38 % 16.46 %
Another hospital 15.38 % 11.54 % 15.82 %
Disposition Distribution
Disposition Initial Sub Discharged
Home Health Care 11.54 % 11.54 % 11.39 %
Transfer other SNF, ICF, etc. 11.54 % 19.23 % 15.82 %
Routine 73.08 % 61.54 % 72.78 %
Length of Stay Distribution
Discharged
Initial
Subsequent
Visits Mean LOS First quartile Median Third quartile
Discharged 3.57 days 2 days 3 days 4 days
Initial 3.57 days 2 days 3 days 4 days
Sub 4.71 days 2 days 3 days 6 days
Age Distribution
Discharged
Initial
Subsequent
Visits Mean Age First quartile Median Third quartile
Discharged 68.76 year 59 year 71 year 81 year
Initial 71.93 year 64 year 74 year 80 year
Sub 72.03 year 64 year 74 year 82 year
Procedure Distribution
Procedure Code Description Initial Sub Discharged
P0392 Injection of other agent into spinal canal 0.0 % 0.0 % 1.27 %
P0391 Injection of anesthetic into spinal canal for analgesia 0.0 % 0.0 % 1.27 %
P8480 Insertion or replacement of interspinous process device(s) 0.0 % 0.0 % 1.27 %
P8162 Fusion or refusion of 2-3 vertebrae 0.0 % 7.69 % 0.0 %
P0309_3 Other exploration and decompression of spinal canal 3rd 19.23 % 0.0 % 18.99 %
P0309_2 Other exploration and decompression of spinal canal 2nd 38.46 % 0.0 % 35.44 %
P9339 Other physical therapy 0.0 % 0.0 % 1.27 %
P0309_5 Other exploration and decompression of spinal canal 5th 0.0 % 0.0 % 2.53 %
P0309_4 Other exploration and decompression of spinal canal 4th 7.69 % 0.0 % 7.59 %
P8465 Insertion of total spinal disc prosthesis, lumbosacral 0.0 % 0.0 % 1.9 %
P8915 Other nonoperative neurologic function tests 0.0 % 0.0 % 1.27 %
P0094 Intra-operative neurophysiologic monitoring 0.0 % 0.0 % 3.16 %
P0309 Other exploration and decompression of spinal canal 65.38 % 11.54 % 59.49 %
P9904 Transfusion of packed cells 0.0 % 7.69 % 3.8 %
P7859 Internal fixation of bone without fracture reduction, other bones 0.0 % 0.0 % 1.27 %
P8051 Excision of intervertebral disc 30.77 % 11.54 % 36.08 %
P8458 Description not found for P8458 0.0 % 0.0 % 1.27 %
P8339 Excision of lesion of other soft tissue 0.0 % 0.0 % 2.53 %
P8724 Other x-ray of lumbosacral spine 0.0 % 0.0 % 1.27 %
P036 Lysis of adhesions of spinal cord and nerve roots 0.0 % 0.0 % 1.27 %
P034 Excision or destruction of lesion of spinal cord or spinal meninges 0.0 % 0.0 % 2.53 %
P9923 Injection of steroid 0.0 % 0.0 % 1.9 %
P0353 Repair of vertebral fracture 0.0 % 0.0 % 1.9 %
P7869 Removal of implanted devices from bone, other bones 0.0 % 0.0 % 2.53 %
P0359 Other repair and plastic operations on spinal cord structures 11.54 % 0.0 % 12.66 %
DRG Distribution
DRG Code Description Initial Sub Discharged
DG499 DRG V24 : BACK & NECK PROCEDURES EXCEPT SPINAL FUSION W CC 100.0 % 7.69 % 100.0 %
Diagnosis Distribution
Diagnosis Code Description Initial Primary Sub Primary Discharged Primary Initial All Sub All Discharged All
D4019 Unspecified essential hypertension 0.0% 0.0% 0.0% 30.77% 30.77% 32.28%
D2859 Anemia, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 2.53%
D7211 Cervical spondylosis with myelopathy 0.0% 0.0% 2.53% 0.0% 0.0% 1.9%
D99709 Other nervous system complications 0.0% 0.0% 0.0% 0.0% 0.0% 1.27%
D311 Depressive disorder, not elsewhere classified 0.0% 0.0% 0.0% 0.0% 0.0% 3.8%
D73730 Scoliosis [and kyphoscoliosis], idiopathic 0.0% 0.0% 0.0% 0.0% 0.0% 1.27%
D7820 Disturbance of skin sensation 0.0% 0.0% 0.0% 0.0% 0.0% 1.27%
D2851 Acute posthemorrhagic anemia 0.0% 0.0% 0.0% 0.0% 0.0% 3.16%
DV454 Arthrodesis status 0.0% 0.0% 0.0% 0.0% 0.0% 2.53%
D07054 Chronic hepatitis C without mention of hepatic coma 0.0% 0.0% 0.0% 0.0% 0.0% 1.27%
D78820 Retention of urine, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 6.33%
DV1582 Personal history of tobacco use 0.0% 0.0% 0.0% 0.0% 7.69% 5.06%
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0.0% 0.0% 0.0% 7.69% 7.69% 8.23%
D72402 Spinal stenosis, lumbar region, without neurogenic claudication 30.77% 0.0% 29.11% 19.23% 0.0% 22.15%
D42731 Atrial fibrillation 0.0% 0.0% 0.0% 7.69% 7.69% 6.33%
D40390 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage I through stage IV, or unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 1.9%
D412 Old myocardial infarction 0.0% 0.0% 0.0% 0.0% 0.0% 1.9%
D7230 Spinal stenosis in cervical region 0.0% 0.0% 1.9% 0.0% 0.0% 1.27%
D53081 Esophageal reflux 0.0% 0.0% 0.0% 7.69% 7.69% 8.23%
D7244 Thoracic or lumbosacral neuritis or radiculitis, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 1.27%
D71590 Osteoarthrosis, unspecified whether generalized or localized, site unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 2.53%
D5601 Paralytic ileus 0.0% 0.0% 0.0% 0.0% 0.0% 1.27%
DV5867 Long-term (current) use of insulin 0.0% 0.0% 0.0% 0.0% 0.0% 1.27%
D9975 Urinary complications, not elsewhere classified 0.0% 0.0% 0.0% 0.0% 0.0% 1.27%
D72283 Postlaminectomy syndrome, lumbar region 0.0% 0.0% 0.0% 0.0% 0.0% 1.9%
DV1046 Personal history of malignant neoplasm of prostate 0.0% 0.0% 0.0% 0.0% 0.0% 1.27%
D5990 Urinary tract infection, site not specified 0.0% 0.0% 0.0% 0.0% 0.0% 3.16%
D2449 Unspecified acquired hypothyroidism 0.0% 0.0% 0.0% 0.0% 0.0% 5.7%
D73313 Pathologic fracture of vertebrae 0.0% 0.0% 0.0% 0.0% 0.0% 1.27%
D32723 Obstructive sleep apnea (adult)(pediatric) 0.0% 0.0% 0.0% 0.0% 0.0% 1.9%
DV4582 Percutaneous transluminal coronary angioplasty status 0.0% 0.0% 0.0% 0.0% 0.0% 1.9%
D72293 Other and unspecified disc disorder, lumbar region 0.0% 0.0% 0.0% 0.0% 0.0% 1.27%
D34931 Accidental puncture or laceration of dura during a procedure 0.0% 0.0% 0.0% 0.0% 0.0% 3.8%
D72210 Displacement of lumbar intervertebral disc without myelopathy 26.92% 7.69% 31.01% 23.08% 7.69% 26.58%
D27800 Obesity, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 4.43%
D496 Chronic airway obstruction, not elsewhere classified 0.0% 0.0% 0.0% 0.0% 0.0% 5.7%
DV4365 Knee joint replacement 0.0% 0.0% 0.0% 0.0% 0.0% 1.9%
D4280 Congestive heart failure, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 1.27%
D4240 Mitral valve disorders 0.0% 0.0% 0.0% 0.0% 0.0% 2.53%
D34460 Cauda equina syndrome without mention of neurogenic bladder 0.0% 0.0% 0.0% 0.0% 0.0% 1.27%
D9982 Accidental puncture or laceration during a procedure, not elsewhere classified 0.0% 0.0% 0.0% 0.0% 0.0% 6.33%
D72273 Intervertebral disc disorder with myelopathy, lumbar region 0.0% 0.0% 1.9% 0.0% 0.0% 1.9%
DV140 Personal history of allergy to penicillin 0.0% 0.0% 0.0% 0.0% 0.0% 1.27%
D72740 Synovial cyst, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 2.53%
D73300 Osteoporosis, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 2.53%
D49390 Asthma, unspecified type, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 3.16%
D72252 Degeneration of lumbar or lumbosacral intervertebral disc 0.0% 0.0% 7.59% 7.69% 0.0% 9.49%
D2761 Hyposmolality and/or hyponatremia 0.0% 0.0% 0.0% 0.0% 0.0% 1.27%
DV4581 Aortocoronary bypass status 0.0% 0.0% 0.0% 0.0% 0.0% 1.9%
D3051 Tobacco use disorder 0.0% 0.0% 0.0% 7.69% 0.0% 8.86%
D41400 Coronary atherosclerosis of unspecified type of vessel, native or graft 0.0% 0.0% 0.0% 0.0% 0.0% 1.27%
D41401 Coronary atherosclerosis of native coronary artery 0.0% 0.0% 0.0% 0.0% 7.69% 5.06%
D7213 Lumbosacral spondylosis without myelopathy 0.0% 0.0% 5.7% 0.0% 0.0% 5.7%
D5180 Pulmonary collapse 0.0% 0.0% 0.0% 0.0% 0.0% 3.16%
D7384 Acquired spondylolisthesis 0.0% 0.0% 0.0% 0.0% 0.0% 2.53%
D30000 Anxiety state, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 1.27%
D5859 Chronic kidney disease, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 1.27%
DV5866 Long-term (current) use of aspirin 0.0% 0.0% 0.0% 0.0% 0.0% 1.27%
D42789 Other specified cardiac dysrhythmias 0.0% 0.0% 0.0% 0.0% 0.0% 1.27%
D2749 Gout, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 1.27%
DV103 Personal history of malignant neoplasm of breast 0.0% 0.0% 0.0% 0.0% 0.0% 1.27%
DV5861 Long-term (current) use of anticoagulants 0.0% 0.0% 0.0% 0.0% 0.0% 1.27%
D2724 Other and unspecified hyperlipidemia 0.0% 0.0% 0.0% 11.54% 11.54% 12.03%
D56400 Constipation, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 3.16%
D60000 Hypertrophy (benign) of prostate without urinary obstruction and other lower urinary tract symptom (LUTS) 0.0% 0.0% 0.0% 0.0% 0.0% 2.53%
D2720 Pure hypercholesterolemia 0.0% 0.0% 0.0% 0.0% 0.0% 6.33%
External Causes Distribution
External Cause Code Description Initial Sub Discharged
EE8490 Accident in home 0.0 % 0.0 % 1.9 %
EE8781 Surgical operation with implant of artificial internal device causing abnormal patient reaction, or later complication,without mention of misadventure at time of operation 0.0 % 0.0 % 1.27 %
EE9352 Other opiates and related narcotics causing adverse effects in therapeutic use 0.0 % 0.0 % 1.27 %
EE8497 Accidents occurring in residential institution 15.38 % 7.69 % 15.19 %
EE8499 Accidents occurring in unspecified place 0.0 % 0.0 % 1.27 %
EE8788 Other specified surgical operations and procedures causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation 0.0 % 0.0 % 4.43 %
EE8700 Accidental cut, puncture, perforation or hemorrhage during surgical operation 0.0 % 0.0 % 4.43 %