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 330

Discharged

Denominator 1,260

Rehospitalization Rate

330 / 1,260 = 26.2 %

Index = Discharged + Died + Transferred

1640 (100%) = 1260 (76.8%) + 270 (16.5%) + 0 (0.0%)

Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset200

Rehospitalization during 50 days since discharge:

Mean ΔT: 102.71 days FQ: 15 days Median: 57 days TQ: 168 days

Rehospitalization during 50 weeks since discharge:

Mean ΔT: 14.27 weeks FQ: 2 weeks Median: 8 weeks TQ: 24 weeks
Sex Distribution
Sex Initial Sub Discharged
Male 48.48 % 48.48 % 48.41 %
Female 51.52 % 51.52 % 50.0 %
Sex unknown 0.0 % 0.0 % 1.59 %
Race Distribution
Race Initial Sub Discharged
White 12.12 % 12.12 % 14.29 %
Black 12.12 % 15.15 % 11.9 %
Hispanic 15.15 % 12.12 % 15.08 %
Asian or Pacific Islander 15.15 % 12.12 % 13.49 %
Native American 15.15 % 12.12 % 14.29 %
Other 12.12 % 15.15 % 14.29 %
Race missing, unknown 12.12 % 15.15 % 14.29 %
Payer Distribution
Payer Initial Sub Discharged
Medicare 12.12 % 15.15 % 13.49 %
Medicaid 15.15 % 12.12 % 12.7 %
Private insurance 12.12 % 15.15 % 15.08 %
Self-pay 15.15 % 12.12 % 14.29 %
Other payer 12.12 % 12.12 % 14.29 %
Unknown payer 12.12 % 15.15 % 12.7 %
No charge 12.12 % 12.12 % 15.08 %
Source Distribution
Source Initial Sub Discharged
Another health facility including LTC 18.18 % 18.18 % 19.05 %
Emergency department 15.15 % 15.15 % 15.87 %
Unknown 15.15 % 15.15 % 16.67 %
Court/Law enforcement 15.15 % 15.15 % 15.08 %
Routine, birth, etc 12.12 % 9.09 % 15.08 %
Another hospital 15.15 % 15.15 % 15.87 %
Disposition Distribution
Disposition Initial Sub Discharged
Home Health Care 12.12 % 12.12 % 11.11 %
Died in hospital 0.0 % 9.09 % 0.0 %
Transfer other SNF, ICF, etc. 21.21 % 21.21 % 21.43 %
Routine 60.61 % 51.52 % 65.08 %
Length of Stay Distribution
Discharged
Initial
Subsequent
Visits Mean LOS First quartile Median Third quartile
Discharged 7.55 days 3 days 5 days 9 days
Initial 8.14 days 3 days 6 days 9 days
Sub 5.84 days 2 days 4 days 8 days
Age Distribution
Discharged
Initial
Subsequent
Visits Mean Age First quartile Median Third quartile
Discharged 69.59 year 58 year 71 year 85 year
Initial 72.27 year 62 year 75 year 86 year
Sub 72.04 year 62 year 74 year 86 year
Procedure Distribution
Procedure Code Description Initial Sub Discharged
P9390 Non-invasive mechanical ventilation 6.06 % 0.0 % 5.56 %
P8741 Computerized axial tomography of thorax 0.0 % 0.0 % 5.56 %
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 6.06 % 0.0 % 6.35 %
P9394 Respiratory medication administered by nebulizer 15.15 % 6.06 % 17.46 %
P9396 Other oxygen enrichment 100.0 % 15.15 % 100.0 %
P3995 Hemodialysis 0.0 % 0.0 % 2.38 %
P8965 Measurement of systemic arterial blood gases 0.0 % 0.0 % 2.38 %
P3893 Venous catheterization, not elsewhere classified 6.06 % 6.06 % 5.56 %
P9339 Other physical therapy 0.0 % 0.0 % 1.59 %
P966 Enteral infusion of concentrated nutritional substances 0.0 % 0.0 % 1.59 %
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 9.09 % 0.0 % 9.52 %
P8703 Computerized axial tomography of head 0.0 % 0.0 % 5.56 %
P9604 Insertion of endotracheal tube 12.12 % 0.0 % 12.7 %
P8877 Diagnostic ultrasound of peripheral vascular system 0.0 % 0.0 % 1.59 %
P8876 Diagnostic ultrasound of abdomen and retroperitoneum 0.0 % 0.0 % 3.17 %
P4513 Other endoscopy of small intestine 0.0 % 0.0 % 1.59 %
P8872 Diagnostic ultrasound of heart 12.12 % 6.06 % 10.32 %
P8952 Electrocardiogram 0.0 % 0.0 % 3.97 %
P9918 Injection or infusion of electrolytes 0.0 % 0.0 % 3.97 %
P9383 Occupational therapy 0.0 % 0.0 % 1.59 %
P8954 Electrographic monitoring 15.15 % 9.09 % 18.25 %
P9301 Functional pt evaluation 0.0 % 0.0 % 1.59 %
P8838 Other computerized axial tomography 0.0 % 0.0 % 3.17 %
P9904 Transfusion of packed cells 12.12 % 15.15 % 11.11 %
P9929 Injection or infusion of other therapeutic or prophylactic substance 0.0 % 0.0 % 3.17 %
P8801 Computerized axial tomography of abdomen 0.0 % 0.0 % 3.97 %
P9923 Injection of steroid 0.0 % 0.0 % 1.59 %
P9921 Injection of antibiotic 6.06 % 0.0 % 7.94 %
DRG Distribution
DRG Code Description Initial Sub Discharged
DG88 DRG V24 : CHRONIC OBSTRUCTIVE PULMONARY DISEASE 6.06 % 6.06 % 6.35 %
DG89 DRG V24 : SIMPLE PNEUMONIA & PLEURISY AGE >17 W CC 6.06 % 0.0 % 7.94 %
DG544 DRG V24 : MAJOR JOINT REPLACEMENT OR REATTACHMENT OF LOWER EXTREMITY 0.0 % 0.0 % 1.59 %
DG127 DRG V24 : HEART FAILURE & SHOCK 6.06 % 6.06 % 5.56 %
DG79 DRG V24 : RESPIRATORY INFECTIONS & INFLAMMATIONS AGE >17 W CC 0.0 % 0.0 % 1.59 %
DG576 DRG V24 : SEPTICEMIA W/O MV 96+ HOURS AGE >17 0.0 % 6.06 % 3.17 %
DG143 DRG V24 : CHEST PAIN 0.0 % 0.0 % 3.17 %
DG565 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT 96+ HOURS 0.0 % 0.0 % 2.38 %
DG566 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT <96 HOURS 0.0 % 0.0 % 3.97 %
DG14 DRG V24 : INTRACRANIAL HEMORRHAGE OR CEREBRAL INFARCTION 0.0 % 0.0 % 1.59 %
Diagnosis Distribution
Diagnosis Code Description Initial Primary Sub Primary Discharged Primary Initial All Sub All Discharged All
D40391 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage V or end stage renal disease 0.0% 0.0% 0.0% 0.0% 0.0% 1.59%
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% 1.59%
D486 Pneumonia, organism unspecified 6.06% 0.0% 8.73% 12.12% 0.0% 11.9%
D4280 Congestive heart failure, unspecified 6.06% 6.06% 4.76% 15.15% 12.12% 10.32%
D5939 Unspecified disorder of kidney and ureter 0.0% 0.0% 0.0% 0.0% 0.0% 1.59%
D42731 Atrial fibrillation 0.0% 0.0% 0.0% 6.06% 9.09% 5.56%
D5859 Chronic kidney disease, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 1.59%
D0389 Unspecified septicemia 0.0% 0.0% 3.17% 0.0% 0.0% 1.59%
D73300 Osteoporosis, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 1.59%
D49121 Obstructive chronic bronchitis with (acute) exacerbation 0.0% 0.0% 3.97% 9.09% 0.0% 6.35%
D2809 Iron deficiency anemia, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 1.59%
D27801 Morbid obesity 0.0% 0.0% 0.0% 0.0% 0.0% 1.59%
D27800 Obesity, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 3.17%
D2761 Hyposmolality and/or hyponatremia 0.0% 0.0% 0.0% 0.0% 0.0% 3.17%
D2768 Hypopotassemia 0.0% 0.0% 0.0% 0.0% 0.0% 3.17%
D78659 Other chest pain 0.0% 0.0% 2.38% 0.0% 0.0% 2.38%
D27651 Dehydration 0.0% 0.0% 0.0% 0.0% 0.0% 3.97%
D2720 Pure hypercholesterolemia 0.0% 0.0% 0.0% 0.0% 0.0% 2.38%
DV5867 Long-term (current) use of insulin 0.0% 0.0% 0.0% 0.0% 0.0% 1.59%
D79902 Hypoxemia 0.0% 0.0% 0.0% 0.0% 0.0% 3.97%
DV1582 Personal history of tobacco use 0.0% 0.0% 0.0% 6.06% 6.06% 7.14%
D49322 Chronic obstructive asthma with (acute) exacerbation 0.0% 0.0% 1.59% 0.0% 0.0% 1.59%
D496 Chronic airway obstruction, not elsewhere classified 0.0% 0.0% 0.0% 6.06% 9.09% 4.76%
DV462 Other dependence on machines, supplemental oxygen 0.0% 0.0% 0.0% 0.0% 0.0% 2.38%
D53081 Esophageal reflux 0.0% 0.0% 0.0% 0.0% 0.0% 5.56%
D5849 Acute kidney failure, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 2.38%
D71590 Osteoarthrosis, unspecified whether generalized or localized, site unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 1.59%
D2948 Other persistent mental disorders due to conditions classified elsewhere 0.0% 0.0% 0.0% 0.0% 0.0% 1.59%
D2724 Other and unspecified hyperlipidemia 0.0% 0.0% 0.0% 9.09% 6.06% 8.73%
D412 Old myocardial infarction 0.0% 0.0% 0.0% 0.0% 0.0% 1.59%
D41400 Coronary atherosclerosis of unspecified type of vessel, native or graft 0.0% 0.0% 0.0% 0.0% 0.0% 2.38%
D41401 Coronary atherosclerosis of native coronary artery 0.0% 0.0% 0.0% 0.0% 9.09% 4.76%
D49390 Asthma, unspecified type, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 1.59%
D311 Depressive disorder, not elsewhere classified 0.0% 0.0% 0.0% 0.0% 0.0% 2.38%
D42789 Other specified cardiac dysrhythmias 0.0% 0.0% 0.0% 0.0% 0.0% 3.17%
D2859 Anemia, unspecified 0.0% 0.0% 0.0% 6.06% 6.06% 5.56%
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0.0% 0.0% 0.0% 9.09% 12.12% 10.32%
D3051 Tobacco use disorder 0.0% 0.0% 0.0% 9.09% 0.0% 7.94%
D4019 Unspecified essential hypertension 0.0% 0.0% 0.0% 21.21% 24.24% 23.81%
D2449 Unspecified acquired hypothyroidism 0.0% 0.0% 0.0% 0.0% 0.0% 3.17%
D51881 Acute respiratory failure 6.06% 0.0% 5.56% 6.06% 0.0% 6.35%
D5990 Urinary tract infection, site not specified 0.0% 0.0% 0.0% 0.0% 0.0% 5.56%
External Causes Distribution
External Cause Code Description Initial Sub Discharged
EE8499 Accidents occurring in unspecified place 0.0 % 0.0 % 1.59 %
EE8490 Accident in home 6.06 % 0.0 % 6.35 %
EE8859 Fall from other slipping, tripping, or stumbling 0.0 % 0.0 % 1.59 %
EE8497 Accidents occurring in residential institution 0.0 % 0.0 % 5.56 %
EE9320 Adrenal cortical steroids causing adverse effects in therapeutic use 0.0 % 0.0 % 1.59 %