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Improvement: Data Quality Tools FARS/MCMIS Fatal Crash Record Matching Tool    restricted area - locked

A tool designed to help reconcile differences between the number of fatal crash records in the FARS and MCMIS databases.

Updated Results: 12/14/2012
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arrow image  The National Results  restricted area - locked  - Provides FARS to MCMIS (fatal crash records) matched counts across all States
arrow image  The Individual State Results  restricted area - locked  - Provides FARS to MCMIS (fatal crash records) matched, potentially matched, and not matched records for each State

 

The FARS/MCMIS Fatal Crash Record Matching Tool is designed to help reconcile differences between the Fatality Analysis Reporting System (FARS) and Motor Carrier Management Information System (MCMIS) databases. A methodology was developed to "match" fatal large truck and bus crash records between the FARS and MCMIS databases. The methodology defines a "matched record" between the two databases as a crash that involved at least one fatality, involved a large truck or bus, and contains the same information in several key fields (e.g., county, date, time, VIN, DOT #, etc.). The methodology has more than 40 unique matching combinations that can produce a single match between FARS and MCMIS fatal crash records.

arrow image What should I do with the matching results (the "matching tool")?
arrow image How is this Analysis Different from the State Safety Data Quality (SSDQ) evaluation?
arrow image Is the Tool Expected to Match all Fatal Crash Records Between FARS and MCMIS?
arrow image How does the Matching Tool determine a "matched record set"?
     arrow image Descriptions of FARS and MCMIS Vehicle Body Types.


What should I do with the matching results (the "matching tool")?
Review the results of the Matching Tool to determine if all reportable fatal crash records have been reported to MCMIS from your State database.

How is this Analysis Different from the State Safety Data Quality (SSDQ) evaluation?

Is the Tool Expected to Match all Fatal Crash Records Between FARS and MCMIS?

How does the Matching Tool determine a "matched record set"?

The tool examines several variables from the FARS and MCMIS data sets. If the key variables in a record are the same or almost the same in some cases, then the tool returns a matched record set.

The tool has 54 unique matching combinations that can produce a matched record set. Each matching combination requires a few variables from each data source to match exactly to produce a matched record set. The following nine variables are examined from the FARS and MCMIS data sources to produce a matched record set: county, date, time, vehicle identification number (VIN), DOT number, MC/MX number, Truck or Bus indicator, driver age, and driver license state. These matching combinations are shown in Table 1, and the definitions of each variable are described in Table 2.

The matching combinations rely upon primary and secondary variable types. The primary variables - nine that are listed above - are evaluated as they were reported to the FARS and MCMIS. The secondary variables include the month and year data fields and sub-variables of the original variables. The DOT number and the VIN were created into sub-variables. For example, the VIN contains 12 alpha-numeric characters from the FARS data source and 17 alpha-numeric characters from the MCMIS data source. The sub-variable "VIN10" examines 10 of the original 12 alpha-numeric characters in the FARS and 17 characters from the MCMIS. The eight sub-variables created for this tool are described in Table 1. The tool can create a match without using all characters from the DOT and the VIN. Matching combinations 49, 50, 51, 52, 53, and 54 are applied only for TN, SC, and ND, because significant crash event data are missing (e.g., US DOT #, MC/MX #, VIN).


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View Table 1 - Matching Combinations used in the FARS/MCMIS Matching Algorithm

arrow image View Table 2 - Descriptions of Primary and Secondary Variables used in the FARS/MCMIS Matching Methodology

Descriptions of FARS and MCMIS Vehicle Body Types.


Each record in both FARS and MCMIS are labeled with its vehicle type. The descriptions for each vehicle type for each data source are described as follows:

FARS body types:

Truck - a vehicle having a gross vehicle weight rating (GVWR) of more than 10,000 pounds.
Bus - a large motor vehicle used to carry more than 10 passengers, including school buses, inter-city buses and transit buses.
Automobile - convertibles, 2-5 door sedans, auto-based pickups, station wagons, large limousines (more than 4 side doors or stretch), 3-wheel autos or derivatives.
Utility Vehicle - a transport vehicle designed for carrying persons and generally considered a multi-purpose vehicle that is designed to have off-road capabilities. These vehicles are generally 4-wheel-drive and have increased ground clearance. A utility vehicle typically has a gross vehicle weight rating of 10,000 pounds or less.
Van - van-based light trucks that include minivans, large vans, step vans, other and unknown van types.
Light Truck - light conventional trucks with a gross vehicle weight rating of 10,000 pounds or less, including compact pickups, standard pickups, convertible pickups and unknown light conventional truck types.
Motor Home - van-based or pickup-based motor homes, medium/heavy truck -based motor homes, and campers or motor homes w/ unknown truck types.
Motorcycle - motorcycles, mopeds, 3-wheel motorcycles or mopeds, off-road motorcycles (2-wheel), other motored cycle types (includes mini-bikes, motor scooters, and pocket motorcycles), unknown motored cycle types, and all-terrain vehicles (3 or 4 wheels).
Other - Other vehicles that include snowmobiles, farm equipment other than trucks, construction equipment other than trucks, other vehicle types (such as go-carts, fork-lifts, city street sweepers, dune/swamp buggies and golf carts), and unknown body types.

MCMIS body types:

Truck - a vehicle designed, used, or maintained primarily for carrying property, with a gross vehicle weight rating (GVWR) of more than 10,000 pounds or a gross combination weight rating (GCWR) over 10,000 pounds.
Bus - A motor vehicle with seats for at least nine (9) people, including the driver's seat.

 
 

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