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.

Visits
Adult patients (Age > 20 years)

830

Sex Count
Male 360
Female 440
Sex unknown 20
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 3.14 days FQ: 2 days Median: 3 days TQ: 4 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Admission via ED ( N1_e ) followed by Discharged or Transferred alive ( N1_d )

Mean ΔT: 3.14 days FQ: 2 days Median: 3 days TQ: 4 days

Variation by ΔT for

Source Distribution
Source Count
Emergency department 830
Disposition Distribution
Disposition Count
Routine 220
Home Health Care 390
Transfer other SNF, ICF, etc. 200
Payer Distribution
Payer Count
Medicare 120
Medicaid 110
Private insurance 110
Self-pay 130
Other payer 120
Unknown payer 110
No charge 110
Race Distribution
Race Count
White 120
Black 120
Hispanic 110
Asian or Pacific Islander 110
Native American 130
Other 120
Race missing, unknown 100
State variation
S1 S2
Count 410 410
Sex : Male 46.3% 39.0%
Sex : Female 51.2% 56.1%
Source : Emergency department 100.0% 100.0%
Disposition : Routine 26.8% 26.8%
Disposition : Home Health Care 48.8% 46.3%
Disposition : Transfer other SNF, ICF, etc. 24.4% 24.4%
Payer : Medicare 14.6% 14.6%
Payer : Medicaid 12.2% 12.2%
Payer : Private insurance 12.2% 14.6%
Payer : Self-pay 14.6% 17.1%
Payer : Other payer 14.6% 12.2%
Payer : Unknown payer 12.2% 12.2%
Payer : No charge 12.2% 12.2%
Race : White 14.6% 12.2%
Race : Black 12.2% 14.6%
Race : Hispanic 12.2% 14.6%
Race : Asian or Pacific Islander 12.2% 14.6%
Race : Native American 17.1% 12.2%
Race : Other 14.6% 14.6%
Race : Race missing, unknown 12.2% 12.2%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 130 120 130 140 140 150
Sex : Male 46.2% 41.7% 38.5% 42.9% 50.0% 33.3%
Sex : Female 46.2% 50.0% 53.8% 50.0% 50.0% 60.0%
Source : Emergency department 100.0% 100.0% 100.0% 100.0% 100.0% 100.0%
Disposition : Routine 23.1% 25.0% 23.1% 21.4% 28.6% 33.3%
Disposition : Home Health Care 38.5% 41.7% 46.2% 50.0% 50.0% 46.7%
Disposition : Transfer other SNF, ICF, etc. 30.8% 25.0% 23.1% 28.6% 21.4% 13.3%
Payer : Private insurance 15.4% 0% 0% 0% 0% 13.3%
Race : Race missing, unknown 15.4% 0% 15.4% 14.3% 0% 0%
Payer : No charge 0% 16.7% 0% 14.3% 0% 0%
Race : Native American 0% 16.7% 0% 0% 14.3% 20.0%
Race : Other 0% 16.7% 0% 0% 14.3% 13.3%
Payer : Medicare 0% 0% 15.4% 14.3% 0% 0%
Payer : Medicaid 0% 0% 15.4% 0% 0% 0%
Payer : Self-pay 0% 0% 15.4% 14.3% 21.4% 13.3%
Race : White 0% 0% 15.4% 0% 14.3% 0%
Race : Hispanic 0% 0% 15.4% 0% 0% 0%
Race : Asian or Pacific Islander 0% 0% 15.4% 14.3% 14.3% 0%
Payer : Unknown payer 0% 0% 0% 14.3% 0% 0%
Race : Black 0% 0% 0% 14.3% 14.3% 13.3%
Payer : Other payer 0% 0% 0% 0% 14.3% 20.0%
Age Distribution
Age Count
80 - 99 190
40 - 59 140
60 - 79 470
Mean age First quartile Median Third quartile
69.97 years 62 years 71 years 79 years
65 >= Age > 45 85 >= Age > 65
Count 260 460
Sex : Male 50.0% 39.1%
Sex : Female 42.3% 58.7%
Source : Emergency department 100.0% 100.0%
Disposition : Routine 34.6% 21.7%
Disposition : Home Health Care 53.8% 45.7%
Disposition : Transfer other SNF, ICF, etc. 7.7% 28.3%
Payer : Medicare 11.5% 15.2%
Payer : Medicaid 11.5% 13.0%
Payer : Private insurance 11.5% 13.0%
Payer : Self-pay 15.4% 15.2%
Payer : Other payer 11.5% 13.0%
Payer : No charge 15.4% 10.9%
Payer : Unknown payer 11.5% 13.0%
Race : White 11.5% 15.2%
Race : Black 15.4% 13.0%
Race : Hispanic 15.4% 10.9%
Race : Asian or Pacific Islander 11.5% 13.0%
Race : Native American 15.4% 13.0%
Race : Other 11.5% 13.0%
Race : Race missing, unknown 11.5% 13.0%
Procedure Distribution
Procedure Code Description Count
P9902 Transfusion of previously collected autologous blood 60
P9339 Other physical therapy 20
P9904 Transfusion of packed cells 140
P0076 Hip bearing surface, ceramic-on-ceramic 20
P0074 Hip bearing surface, metal-on-polyethylene 200
P0085 Resurfacing hip, total, acetabulum and femoral head 30
P0077 Hip bearing surface, ceramic-on-polyethylene 60
P0075 Hip bearing surface, metal-on-metal 130
P8151 Total hip replacement 770
DRG Distribution
DRG Code Description Count
DG544 DRG V24 : MAJOR JOINT REPLACEMENT OR REATTACHMENT OF LOWER EXTREMITY 810
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 50
D311 Depressive disorder, not elsewhere classified 0 0 30
D2859 Anemia, unspecified 0 0 100
D2449 Unspecified acquired hypothyroidism 0 0 60
D2851 Acute posthemorrhagic anemia 0 0 90
D73342 Aseptic necrosis of head and neck of femur 0 0 20
DV5866 Long-term (current) use of aspirin 0 0 20
D73300 Osteoporosis, unspecified 0 0 20
D42731 Atrial fibrillation 0 0 20
D3051 Tobacco use disorder 0 0 20
D53081 Esophageal reflux 0 0 70
D2720 Pure hypercholesterolemia 0 0 70
D2724 Other and unspecified hyperlipidemia 0 0 110
DV4365 Knee joint replacement 0 0 20
DV4364 Hip joint replacement 0 0 70
DV1582 Personal history of tobacco use 0 0 50
D4019 Unspecified essential hypertension 0 0 340
D60000 Hypertrophy (benign) of prostate without urinary obstruction and other lower urinary tract symptom (LUTS) 0 0 20
D49390 Asthma, unspecified type, unspecified 0 0 30
D75563 Other congenital deformity of hip (joint) 0 0 20
DV103 Personal history of malignant neoplasm of breast 0 0 20
D27800 Obesity, unspecified 0 0 60
D71535 Osteoarthrosis, localized, not specified whether primary or secondary, pelvic region and thigh 830 0 810
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 30