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)

1,030

Sex Count
Male 590
Female 430
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 31.16 days FQ: 13 days Median: 24 days TQ: 40 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Temporary tracheostomy ( P311 ) followed by Discharged or Transferred alive ( N1_d )

Mean ΔT: 20.02 days FQ: 7 days Median: 13 days TQ: 24 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 130
Another hospital 170
Another health facility including LTC 190
Emergency department 160
Unknown 170
Court/Law enforcement 180
Disposition Distribution
Disposition Count
Routine 170
Transfer to short-term hospital 140
Home Health Care 150
Transfer other SNF, ICF, etc. 530
Payer Distribution
Payer Count
Medicare 140
Medicaid 150
Private insurance 150
Self-pay 130
Other payer 140
Unknown payer 140
No charge 140
Race Distribution
Race Count
White 120
Black 160
Hispanic 150
Asian or Pacific Islander 140
Native American 140
Other 150
Race missing, unknown 130
State variation
S1 S2
Count 510 510
Sex : Male 56.9% 58.8%
Sex : Female 43.1% 39.2%
Source : Routine, birth, etc 13.7% 11.8%
Source : Another hospital 13.7% 17.6%
Source : Another health facility including LTC 15.7% 19.6%
Source : Emergency department 17.6% 13.7%
Source : Unknown 15.7% 15.7%
Source : Court/Law enforcement 15.7% 19.6%
Disposition : Routine 13.7% 17.6%
Disposition : Transfer to short-term hospital 13.7% 11.8%
Disposition : Home Health Care 13.7% 13.7%
Disposition : Transfer other SNF, ICF, etc. 52.9% 49.0%
Payer : Medicare 15.7% 11.8%
Payer : Medicaid 13.7% 13.7%
Payer : Private insurance 13.7% 15.7%
Payer : Self-pay 13.7% 11.8%
Payer : Other payer 13.7% 13.7%
Payer : Unknown payer 15.7% 11.8%
Payer : No charge 11.8% 15.7%
Race : White 9.8% 11.8%
Race : Black 15.7% 13.7%
Race : Hispanic 13.7% 15.7%
Race : Asian or Pacific Islander 13.7% 13.7%
Race : Native American 13.7% 13.7%
Race : Other 15.7% 13.7%
Race : Race missing, unknown 11.8% 11.8%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 230 160 180 130 160 140
Sex : Female 47.8% 43.8% 33.3% 38.5% 37.5% 42.9%
Sex : Male 52.2% 56.3% 61.1% 53.8% 56.3% 57.1%
Source : Another hospital 13.0% 12.5% 11.1% 15.4% 18.8% 14.3%
Source : Another health facility including LTC 17.4% 12.5% 16.7% 0% 12.5% 21.4%
Source : Emergency department 13.0% 18.8% 11.1% 15.4% 12.5% 0%
Source : Unknown 17.4% 18.8% 11.1% 15.4% 12.5% 0%
Source : Court/Law enforcement 17.4% 12.5% 22.2% 0% 18.8% 14.3%
Source : Routine, birth, etc 13.0% 12.5% 11.1% 0% 0% 14.3%
Disposition : Routine 13.0% 18.8% 11.1% 0% 18.8% 21.4%
Disposition : Transfer to short-term hospital 13.0% 0% 11.1% 0% 12.5% 14.3%
Disposition : Transfer other SNF, ICF, etc. 56.5% 50.0% 55.6% 61.5% 43.8% 42.9%
Disposition : Home Health Care 13.0% 12.5% 11.1% 0% 12.5% 14.3%
Payer : Medicare 8.7% 12.5% 16.7% 0% 12.5% 0%
Payer : Medicaid 13.0% 0% 16.7% 0% 12.5% 14.3%
Payer : Private insurance 13.0% 12.5% 11.1% 15.4% 0% 14.3%
Payer : Other payer 13.0% 12.5% 11.1% 0% 0% 21.4%
Payer : Unknown payer 13.0% 12.5% 11.1% 15.4% 12.5% 0%
Payer : No charge 17.4% 12.5% 11.1% 15.4% 12.5% 0%
Payer : Self-pay 13.0% 0% 0% 15.4% 0% 0%
Race : Black 13.0% 25.0% 16.7% 0% 12.5% 14.3%
Race : Hispanic 13.0% 0% 16.7% 15.4% 12.5% 14.3%
Race : Asian or Pacific Islander 17.4% 12.5% 11.1% 0% 12.5% 0%
Race : Native American 17.4% 0% 11.1% 0% 12.5% 0%
Race : Other 13.0% 12.5% 11.1% 0% 12.5% 14.3%
Race : Race missing, unknown 8.7% 0% 11.1% 15.4% 12.5% 0%
Race : White 8.7% 12.5% 11.1% 0% 0% 0%
Age Distribution
Age Count
20 - 39 80
40 - 59 250
60 - 79 440
80 - 99 240
Mean age First quartile Median Third quartile
66.32 years 55 years 68 years 79 years
45 >= Age > 20 65 >= Age > 45 85 >= Age > 65 Age > 85
Count 130 320 420 140
Sex : Male 69.2% 62.5% 54.8% 42.9%
Sex : Female 30.8% 37.5% 42.9% 57.1%
Source : Another hospital 15.4% 15.6% 16.7% 14.3%
Source : Emergency department 0% 9.4% 19.0% 21.4%
Source : Unknown 15.4% 15.6% 14.3% 21.4%
Source : Court/Law enforcement 15.4% 18.8% 16.7% 14.3%
Disposition : Transfer to short-term hospital 15.4% 9.4% 14.3% 14.3%
Disposition : Transfer other SNF, ICF, etc. 30.8% 43.8% 54.8% 71.4%
Payer : Medicare 0% 12.5% 14.3% 14.3%
Payer : Unknown payer 0% 12.5% 11.9% 14.3%
Race : Black 0% 15.6% 16.7% 14.3%
Race : Hispanic 0% 12.5% 16.7% 14.3%
Race : Asian or Pacific Islander 0% 15.6% 11.9% 14.3%
Race : Native American 0% 15.6% 11.9% 14.3%
Race : Race missing, unknown 15.4% 9.4% 9.5% 14.3%
Source : Another health facility including LTC 15.4% 18.8% 19.0% 0%
Disposition : Routine 30.8% 25.0% 9.5% 0%
Payer : Private insurance 15.4% 12.5% 14.3% 0%
Payer : Self-pay 15.4% 12.5% 11.9% 0%
Payer : Other payer 15.4% 12.5% 11.9% 0%
Race : Other 15.4% 12.5% 16.7% 0%
Source : Routine, birth, etc 0% 15.6% 11.9% 0%
Disposition : Home Health Care 0% 15.6% 16.7% 0%
Payer : Medicaid 0% 15.6% 14.3% 0%
Payer : No charge 0% 12.5% 16.7% 0%
Race : White 0% 12.5% 11.9% 0%
Procedure Distribution
Procedure Code Description Count
P3143 Closed [endoscopic] biopsy of larynx 30
P3322 Fiber-optic bronchoscopy 60
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 260
P3893_2 Venous catheterization, not elsewhere classified 2nd 50
P9604 Insertion of endotracheal tube 380
P9915 Parenteral infusion of concentrated nutritional substances 30
P3323 Other bronchoscopy 30
P4223 Other esophagoscopy 20
P966 Enteral infusion of concentrated nutritional substances 40
P8872 Diagnostic ultrasound of heart 20
P3891 Arterial catheterization 30
P311 Temporary tracheostomy 1030
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 410
P0331 Spinal tap 20
P9904 Transfusion of packed cells 150
P3321 Bronchoscopy through artificial stoma 20
P4513 Other endoscopy of small intestine 20
P3404 Insertion of intercostal catheter for drainage 30
P3995 Hemodialysis 20
P3491 Thoracentesis 20
P3893 Venous catheterization, not elsewhere classified 250
P9723 Replacement of tracheostomy tube 30
P8669 Other skin graft to other sites 20
P4041 Radical neck dissection, unilateral 20
P3324 Closed [endoscopic] biopsy of bronchus 60
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 70
P3142 Laryngoscopy and other tracheoscopy 50
P9604_2 Insertion of endotracheal tube 2nd 40
P9390 Non-invasive mechanical ventilation 20
P9907 Transfusion of other serum 30
DRG Distribution
DRG Code Description Count
DG541 DRG V24 : ECMO OR TRACH W MV 96+ HRS OR PDX EXC FACE, MOUTH & NECK W MAJ O.R. 370
DG542 DRG V24 : TRACH W MV 96+ HRS OR PDX EXC FACE, MOUTH & NECK W/O MAJ O.R. 470
DG482 DRG V24 : TRACHEOSTOMY FOR FACE,MOUTH & NECK DIAGNOSES 170
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D496 Chronic airway obstruction, not elsewhere classified 0 0 30
D5601 Paralytic ileus 0 0 20
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 60
D42789 Other specified cardiac dysrhythmias 0 0 20
D5119 Unspecified pleural effusion 0 0 20
D78552 Septic shock 0 0 30
D5180 Pulmonary collapse 0 0 40
D3051 Tobacco use disorder 0 0 50
D4280 Congestive heart failure, unspecified 0 0 40
D5849 Acute kidney failure, unspecified 0 0 50
D2859 Anemia, unspecified 0 0 70
D2449 Unspecified acquired hypothyroidism 0 0 30
D27800 Obesity, unspecified 0 0 20
D2761 Hyposmolality and/or hyponatremia 0 0 40
D99592 Severe sepsis 0 0 50
D99591 Sepsis 0 0 20
D43491 Cerebral artery occlusion, unspecified with cerebral infarction 20 0 0
D51881 Acute respiratory failure 110 0 190
D51884 Acute and chronic respiratory failure 20 0 0
D42731 Atrial fibrillation 0 0 40
D486 Pneumonia, organism unspecified 0 0 60
D2762 Acidosis 0 0 30
D2760 Hyperosmolality and/or hypernatremia 0 0 20
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 70
D2720 Pure hypercholesterolemia 0 0 20
D2724 Other and unspecified hyperlipidemia 0 0 50
D41401 Coronary atherosclerosis of native coronary artery 0 0 20
D5185 Pulmonary insufficiency following trauma and surgery 0 0 30
DV1582 Personal history of tobacco use 0 0 40
D2768 Hypopotassemia 0 0 40
D4019 Unspecified essential hypertension 0 0 140
D5990 Urinary tract infection, site not specified 0 0 60
DV4611 Dependence on respirator, status 0 0 20
D3481 Anoxic brain damage 0 0 20
D78720 Dysphagia, unspecified 0 0 30
D48241 Methicillin susceptible pneumonia due to Staphylococcus aureus 0 0 20
D431 Intracerebral hemorrhage 30 0 0
D430 Subarachnoid hemorrhage 20 0 0
D70703 Pressure ulcer, lower back 0 0 20
D53081 Esophageal reflux 0 0 30
D2639 Unspecified protein-calorie malnutrition 0 0 50
D0389 Unspecified septicemia 60 0 60
External Causes Distribution
External Cause Code Description Count
EE9320 Adrenal cortical steroids causing adverse effects in therapeutic use 20
EE8498 Accidents occurring in other specified places 20
EE8497 Accidents occurring in residential institution 210
EE8495 Street and highway accidents 40
EE8788 Other specified surgical operations and procedures causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation 30
EE8490 Accident in home 50
EE8798 Other specified procedures as the cause of abnormal reaction of patient, or of later complication, without mention of misadventure at time of procedure 40
EE8499 Accidents occurring in unspecified place 20