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Washington State LOVES Electronic Data Transfer
EDT Washington State LOVES Electronic Data Transfer WA 4-Ever Staci Hoff, PhD Research Director and FARS Supervisor Research And Data Division, WTSC
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Going paperless 2012 Fars unit 100% paper, from the crash report to the coding forms Paper-based case management files Can we crosswalk the FARS data to the State data and run a SAS report? Eliminate coding onto paper forms and printing crash reports Make better use of electronic data Data reports could only be run AFTER the data was entered into MDE Implemented the WA CRSS program
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EDT in Washington State-2016
At that time, the Washington State Patrol was willing to share data, so we extended a contract with WSP through the TRCC to develop the XSD/XML data feed to NHTSA $13,400 for WSP contract – Fall 2017 Initial Mapping with WSP was four 2-hour meetings = 8 hours and about 8-10 hours of “homework” <20 hours x 4 WTSC Staff THEN, WSDOT decided they would share data with NHTSA for EDT = five more 2-hour mapping meetings = 8 hours and about 20 hours of “homework” – Winter 2017/2018 <30 hours x 4 WTSC Staff, <10 hours x 3 WSDOT Staff, hours x 1 WSDOT Staff to initiate, test, and finalize the feed (in-kind contribution from WSDOT) EDT went live in July 2018 AND CHANGED OUR LIVES! Today: Annual review of crosswalk following SWT (updated by FARS Contractors) Setting the confidence intervals through EDT Manager Monitoring changes to the WSDOT data and feed (new PTCR launch January 1, 2020) New FARS/CRSS MDE applications to launch in 2020
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Data Quality Benefits and Efficiencies
The OLD Way The NEW Way Run reports against the statewide database for correcting location information (Raw officer reported data vs WSDOT location derived information) - All location derived information from WSDOT pre populates the FARS/CRSS MDE Crash information directly from officer reports. For example, age would have to be confirmed from licensing records. Crash information after it has already passed through 2 separate business/edit checks built into other systems (age is now accurate) Multiple EOY SAS reports to check basic crash information (demographics, location, contributing circumstances, etc.) against the statewide database and Deeper QA review (ex: accurate race/ethnicity) more EOY time to chase down toxicology, death records, and EMS reports. 100% manual coding = full capacity of staff - ~40 50% manual coding = increased capacity (ex: pedestrian case file reviews for advisory council) FARS case structure manually created EDT creates the case structure Correct Collision Report numbers from human data entry error NO more human data entry error
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What to look out for with EDT
You’ve got to understand the ins-n-outs of the data that is being sent for EDT When, why and how does data get changed from what the officer reported What tools and processes are used to derive location information Trafficway identifiers for ramps and state routes/highways/freeways and County Roads Total lanes in roadway – probably counted differently in FARS than in statewide database Be aware of changes to the system and business/edit checks Just because it is good today, doesn’t mean the same for tomorrow! How is the statewide database different from FARS? Not just the crosswalk, but also case inclusion/exclusion criteria Accepting supplements and locking EDT cases FARS Quality Control Reports – reach out to your region office/Gov’s office regarding possible impacts to these reports Large increase in level 4 cases
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What we did not change We still use our own collision report
The EDT generated crash report is nice, but once staff are trained on one report, it is hard to get used to coding from another report. The narrative and diagrams are only transmitted on electronic reports (~90% of cases) We still maintain electronic case files with source materials, including crash reports and supplements We retained some EOY checks since the case may be updated by WSDOT after the case is “locked” to EDT
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EDT Confidence Intervals
Washington FARS/CRSS Staff – “we either have to look at it or we don’t” We are currently implementing a 2 color schema, good or review No Review Review Manual Coding
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The Crosswalk FARS is not MMUCC, but MMUCC has drawn a lot from the experience from FARS. While MMUCC mapping is MUCH more literal than EDT mapping, having the crosswalk will help assist in mapping. SHSP reports for both fatalities (FARS) and serious injuries (State) – the crosswalk helps to ensure you are defining things most similar in disparate datasets
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EDT and Crash Report Sampling System (CRSS)
FARS Cooperative Agreement and “Other Data Collection Activities” = CRSS PARSE Stratification → Stratification QC → QC Selected Case Coding (~5,000/yr) (~1,000/yr) (~550/yr) EDT EDT More human resources dedicated to Stratification and Listing Quality Control. EDT does make a few mistakes in stratification, but those mistakes are becoming consistent so the QC’er knows what to look for. No more “common misunderstandings” between lister and QC’er = less errors QC EDT (Logic can’t fix the <1% mis-stratification
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In the Fin… The computer is not replacing the coder, I still need all my FTEs The data is improved not only due to direct transfer and no data entry error, but also more human resources dedicated to quality and completeness EDT made it possible for us to continue supporting the CRSS program without requiring additional resources (1 FTE + EDT = WA CRSS) EDT mitigated the capacity required to deal with a 20% single year increase in fatalities Questions? Thank you! Staci Hoff, PhD, Research Director (360)
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