NAME: SHOCK DATA (SHOCK.DAT) KEYWORDS: Multiple Regression SIZE: 113 Observations, 21 Total Variables SOURCE: These data appear and are utilized in "Statistical Analysis: A Computer Oriented Approach" by A.A. Afifi and S.P. Azen. DESCRIPTIVE ABSTRACT: These data were collected at the Shock Research Unit at the University of Southern California, Los Angeles, California. Data on many physiological variables were collected successively in time on each patient. These data represent a special subset of the data that was extracted for the purpose of exercise. Initial measurements (measurements upon admission) and final measurements on the same variables (measurements just before death or discharge) were collected on 113 critically ill patients. LIST OF VARIABLES: Please note that there are 2 records for each patient. Each record contains 21 fields. Record 1 contains 6 general variables (Id - Shock type) and 14 initial measurements on 14 variables (Systolic pressure - Hematocrit). Record 2 contains the same 6 general variables and 14 final measurements on the 14 variables. Each record also has a record number indicator. NOTE: Some values have implied decimals. See FORMAT for scaling. Column Variable Description Units Comment -------------------------------------------------------------------------- 1-4 ID ID none 5-8 AGE Age yr 9-12 HT Height cm 15 Sex none 1=Male, 2=Female 16 SURVIVE Survival none 1=Survived, 3=Died 20 SHOCK_TYP Shock type none 2=Non-shock 3=Hypovolemic shock 4=Cardiogenic shock 5=Bacterial shock 6=Neurogenic shock 7=Other 21-24 SBP Systolic Pressure mm Hg 25-28 MAP Mean arterial pressure mm Hg 29-32 HR Heart rate beats/min 33-36 DBP Diastolic pressure mm Hg 37-40 MCVP Mean central venous cm H2O pressure 41-44 BSI Body surface index m2 45-48 CI Cardiac index liters/min m2 49-52 AT Appearance time sec 53-56 MCT Mean circulation time sec 57-60 UO Urinary output ml/hr 61-64 PVI Plasma volume index ml/kg 65-68 RCI Red Cell Index ml/kg 69-72 HG Hemoglobin gm/100 ml 73-76 HCT Hematocrit percent 80 RECORD Card sequence none 1=Initial, 2=Final ----------------------------------------------------------------------------- FORMAT: (3F4.0,F3.0,F1.0,5F4.0,F4.1,2F4.2,2F4.1,F4.0,4F4.1/20X, 4F4.0,F4.1,2F4.2,2F4.1,F4.0,4F4.1). PEDAGOGICAL NOTES: These data have been used to fit a multiple regression model. STORY BEHIND THE DATA: REFERENCES: 1. Statistical Analysis: A Computer Oriented Approach, 2nd ed. (1979). Academic Press, New York.