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.

Electrocardiogram ( P8952 ) followed by Discharged to home ( N1_f )

Adult patients (Age > 20 years)

Visits
Adult patients (Age > 20 years)

1,110

Sex Count
Male 590
Female 480
Sex unknown 20
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 4.18 days FQ: 1 days Median: 2 days TQ: 5 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Electrocardiogram ( P8952 ) followed by Discharged to home ( N1_f )

Mean ΔT: 3.73 days FQ: 1 days Median: 2 days TQ: 4 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 160
Another hospital 180
Another health facility including LTC 190
Emergency department 180
Unknown 190
Court/Law enforcement 180
Disposition Distribution
Disposition Count
Routine 1110
Payer Distribution
Payer Count
Medicare 160
Medicaid 160
Private insurance 160
Self-pay 140
Other payer 150
Unknown payer 160
No charge 150
Race Distribution
Race Count
White 140
Black 140
Hispanic 160
Asian or Pacific Islander 150
Native American 170
Other 160
Race missing, unknown 160
State variation
S1 S2
Count 540 570
Sex : Male 50.0% 56.1%
Sex : Female 46.3% 40.4%
Source : Routine, birth, etc 14.8% 14.0%
Source : Another hospital 14.8% 17.5%
Source : Another health facility including LTC 16.7% 17.5%
Source : Emergency department 18.5% 14.0%
Source : Unknown 16.7% 17.5%
Source : Court/Law enforcement 14.8% 15.8%
Disposition : Routine 100.0% 100.0%
Payer : Medicare 14.8% 12.3%
Payer : Medicaid 13.0% 14.0%
Payer : Private insurance 14.8% 14.0%
Payer : Self-pay 13.0% 10.5%
Payer : Other payer 11.1% 14.0%
Payer : Unknown payer 14.8% 14.0%
Payer : No charge 13.0% 14.0%
Race : White 13.0% 12.3%
Race : Black 13.0% 12.3%
Race : Hispanic 14.8% 14.0%
Race : Asian or Pacific Islander 11.1% 14.0%
Race : Native American 16.7% 12.3%
Race : Other 13.0% 15.8%
Race : Race missing, unknown 14.8% 14.0%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 370 210 160 110 100 150
Sex : Male 51.4% 42.9% 56.3% 54.5% 60.0% 53.3%
Sex : Female 45.9% 52.4% 37.5% 36.4% 30.0% 40.0%
Source : Another hospital 13.5% 14.3% 12.5% 18.2% 0% 13.3%
Source : Another health facility including LTC 18.9% 9.5% 12.5% 0% 0% 13.3%
Source : Emergency department 13.5% 23.8% 12.5% 0% 0% 13.3%
Source : Unknown 18.9% 14.3% 12.5% 0% 0% 13.3%
Source : Court/Law enforcement 13.5% 14.3% 18.8% 0% 0% 13.3%
Source : Routine, birth, etc 13.5% 9.5% 12.5% 0% 0% 20.0%
Disposition : Routine 100.0% 100.0% 100.0% 100.0% 100.0% 100.0%
Payer : Medicare 16.2% 9.5% 12.5% 0% 0% 0%
Payer : Medicaid 10.8% 14.3% 18.8% 0% 0% 13.3%
Payer : Private insurance 13.5% 14.3% 0% 18.2% 0% 0%
Payer : Self-pay 10.8% 9.5% 0% 0% 0% 0%
Payer : Other payer 13.5% 14.3% 12.5% 0% 0% 0%
Payer : Unknown payer 10.8% 14.3% 12.5% 0% 0% 13.3%
Payer : No charge 13.5% 9.5% 12.5% 0% 0% 13.3%
Race : White 10.8% 9.5% 12.5% 18.2% 0% 0%
Race : Black 13.5% 0% 0% 0% 0% 13.3%
Race : Hispanic 10.8% 14.3% 12.5% 0% 0% 13.3%
Race : Asian or Pacific Islander 13.5% 9.5% 12.5% 0% 0% 13.3%
Race : Native American 16.2% 14.3% 0% 0% 0% 0%
Race : Other 10.8% 19.0% 0% 0% 0% 13.3%
Race : Race missing, unknown 16.2% 9.5% 12.5% 0% 0% 0%
Age Distribution
Age Count
20 - 39 80
40 - 59 390
60 - 79 460
80 - 99 160
Mean age First quartile Median Third quartile
61.97 years 52 years 62 years 72 years
45 >= Age > 20 65 >= Age > 45 85 >= Age > 65
Count 140 520 360
Sex : Male 57.1% 55.8% 50.0%
Sex : Female 42.9% 40.4% 44.4%
Source : Court/Law enforcement 14.3% 13.5% 16.7%
Source : Routine, birth, etc 21.4% 15.4% 11.1%
Source : Another hospital 14.3% 15.4% 16.7%
Source : Another health facility including LTC 14.3% 17.3% 13.9%
Source : Emergency department 14.3% 17.3% 16.7%
Source : Unknown 14.3% 15.4% 19.4%
Disposition : Routine 100.0% 100.0% 100.0%
Payer : Medicare 0% 13.5% 13.9%
Payer : Medicaid 0% 13.5% 16.7%
Payer : Private insurance 14.3% 13.5% 13.9%
Payer : Self-pay 14.3% 11.5% 11.1%
Payer : Other payer 14.3% 13.5% 11.1%
Payer : Unknown payer 0% 15.4% 11.1%
Payer : No charge 0% 13.5% 13.9%
Race : White 0% 13.5% 13.9%
Race : Black 0% 11.5% 11.1%
Race : Hispanic 14.3% 13.5% 13.9%
Race : Asian or Pacific Islander 14.3% 11.5% 13.9%
Race : Native American 0% 13.5% 16.7%
Race : Other 14.3% 17.3% 11.1%
Race : Race missing, unknown 14.3% 13.5% 13.9%
Procedure Distribution
Procedure Code Description Count
P8744 Routine chest x-ray, so described 50
P8941 Cardiovascular stress test using treadmill 30
P8703 Computerized axial tomography of head 90
P8801 Computerized axial tomography of abdomen 70
P9904 Transfusion of packed cells 30
P8872 Diagnostic ultrasound of heart 120
P8838 Other computerized axial tomography 20
P9921 Injection of antibiotic 40
P8965 Measurement of systemic arterial blood gases 50
P8871 Diagnostic ultrasound of head and neck 20
P8952 Electrocardiogram 1110
P9394 Respiratory medication administered by nebulizer 30
P9929 Injection or infusion of other therapeutic or prophylactic substance 90
P8877 Diagnostic ultrasound of peripheral vascular system 20
P8944 Other cardiovascular stress test 40
P9301 Functional pt evaluation 20
P8939 Other nonoperative measurements and examinations 30
P8876 Diagnostic ultrasound of abdomen and retroperitoneum 70
P8954 Electrographic monitoring 160
P9396 Other oxygen enrichment 40
P8741 Computerized axial tomography of thorax 50
P9205 Cardiovascular and hematopoietic scan and radioisotope function study 30
P8749 Other chest x-ray 100
DRG Distribution
DRG Code Description Count
DG127 DRG V24 : HEART FAILURE & SHOCK 50
DG143 DRG V24 : CHEST PAIN 140
DG88 DRG V24 : CHRONIC OBSTRUCTIVE PULMONARY DISEASE 20
DG89 DRG V24 : SIMPLE PNEUMONIA & PLEURISY AGE >17 W CC 30
DG139 DRG V24 : CARDIAC ARRHYTHMIA & CONDUCTION DISORDERS W/O CC 20
DG138 DRG V24 : CARDIAC ARRHYTHMIA & CONDUCTION DISORDERS W CC 30
DG430 DRG V24 : PSYCHOSES 50
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D496 Chronic airway obstruction, not elsewhere classified 0 0 30
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 140
D42789 Other specified cardiac dysrhythmias 0 0 30
DV1581 Personal history of noncompliance with medical treatment, presenting hazards to health 0 0 30
D3051 Tobacco use disorder 0 0 90
D311 Depressive disorder, not elsewhere classified 0 0 20
D4280 Congestive heart failure, unspecified 50 0 80
D5849 Acute kidney failure, unspecified 0 0 30
D78650 Chest pain, unspecified 20 0 20
D2859 Anemia, unspecified 0 0 40
D2449 Unspecified acquired hypothyroidism 0 0 30
D78659 Other chest pain 120 0 120
D49121 Obstructive chronic bronchitis with (acute) exacerbation 0 0 20
DV5867 Long-term (current) use of insulin 0 0 20
D42731 Atrial fibrillation 20 0 80
D486 Pneumonia, organism unspecified 40 0 50
D2761 Hyposmolality and/or hyponatremia 0 0 20
D2720 Pure hypercholesterolemia 0 0 40
DV4581 Aortocoronary bypass status 0 0 20
D2768 Hypopotassemia 0 0 20
D41401 Coronary atherosclerosis of native coronary artery 0 0 50
D41400 Coronary atherosclerosis of unspecified type of vessel, native or graft 0 0 30
D79431 Nonspecific abnormal electrocardiogram [ECG] [EKG] 0 0 20
DV1582 Personal history of tobacco use 0 0 50
D2724 Other and unspecified hyperlipidemia 0 0 130
D4019 Unspecified essential hypertension 0 0 370
D5990 Urinary tract infection, site not specified 0 0 30
D4111 Intermediate coronary syndrome 0 0 20
D49390 Asthma, unspecified type, unspecified 0 0 40
D5859 Chronic kidney disease, unspecified 0 0 20
D30500 Alcohol abuse, unspecified 0 0 20
D27651 Dehydration 0 0 30
DV7281 Pre-operative cardiovascular examination 0 0 30
D40391 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage V or end stage renal disease 0 0 20
D27800 Obesity, unspecified 0 0 40
D53081 Esophageal reflux 0 0 50
D412 Old myocardial infarction 0 0 20
External Causes Distribution
External Cause Code Description Count
EE8490 Accident in home 40
EE8499 Accidents occurring in unspecified place 20