Multiple Imputation of Missing Blood Alcohol Concentration (BAC) Values in FARS

نویسندگان

  • Rajesh Subramanian
  • Dennis Utter
چکیده

Alcohol involvement is a major contributing factor in the occurrence of motor vehicle traffic crashes. According to NHTSA’s preliminary estimate for 2002, alcohol was involved in about 42 percent of all motor vehicle crashes where there was a fatality. The most direct measure of a driver’s or nonoccupant’s alcohol involvement is a BAC test result reported in NHTSA’s Fatality Analysis Reporting System (FARS). These results are based on a variety of sources like breath-tests administered by police or a toxicology test from the Medical Examiner’s Office. BAC is the grams of alcohol in a deciliter of blood and can have a plausible value between 0 and 0.94. However, in FARS, BAC results are not known for many of the persons involved in the fatal crashes. The significant number of missing BAC values (about 58 percent in 2001) greatly inhibits the ability to report the extent of alcohol involvement, to identify groups for targeting campaigns to reduce impaired driving, and to evaluate the effectiveness of existing impaired-driving programs.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Multiple Imputation for the Fatal Accident Reporting System

The Fatal Accident Reporting System (FARS) gathers data on fatal traffic accidents in the United States. Data are collected at the state level for the National Highway Traffic Safety Administration (NHTSA), which publishes results in an Annual Report (NHTSA 1985). An important methodological concern with FARS data is the high level of nonresponse for certain variables, particularly blood alcoho...

متن کامل

Evaluation of the Texas 0.08 BAC law.

AIMS The purpose of the present study was to assess the effects on alcohol-involved traffic crashes and fatalities of the 0.08 blood alcohol concentration (BAC) per se law introduced in the state of Texas in 1999. METHOD Data pertaining to alcohol-involved traffic crashes and fatalities were extracted from two datasets: the Fatality Analysis Reporting System (FARS) compiled by the National Hi...

متن کامل

Accuracy evaluation of different statistical and geostatistical censored data imputation approaches (Case study: Sari Gunay gold deposit)

Most of the geochemical datasets include missing data with different portions and this may cause a significant problem in geostatistical modeling or multivariate analysis of the data. Therefore, it is common to impute the missing data in most of geochemical studies. In this study, three approaches called half detection (HD), multiple imputation (MI), and the cosimulation based on Markov model 2...

متن کامل

چند رویکرد برخورد با مقادیر گمشده‌ متغیرهای کمی و بررسی اثر آنها بر نتایج حاصل از یک کارآزمایی‌ بالینی

Background and Objectives: A major challenge that affects the longitudinal studies is the problem of missing data. Missing in the data may result in the loss of part of the information which reduces the accuracy of the estimator and obtain the results will be biased and inaccurate. Therefore, it is necessary to evaluate the missing data mechanism from a longitudinal research and to consider thi...

متن کامل

Drugs and alcohol: their relative crash risk.

OBJECTIVE The purpose of this study was to determine (a) whether among sober (blood alcohol concentration [BAC] = .00%) drivers, being drug positive increases the drivers' risk of being killed in a fatal crash; (b) whether among drinking (BAC > .00%) drivers, being drug positive increases the drivers' risk of being killed in a fatal crash; and (c) whether alcohol and other drugs interact in inc...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2004