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Breakout Session 11: Linking Crash and Trauma Data to Improve Safety 2015 Traffic Safety Conference by Marcie Perez, Research Associate, Texas A&M Transportation Institute

Datos y análisis

A Compelling Argument
for the Importance of
Linking Data

Crash Record
Information System
(CRIS)
EMS
Trauma Registry
Hospital Trauma
Registry

What new
information can the
linked data give us?

Non-Hispanics
748 Non-Hispanics
657
Hispanics
436 Hispanics
527
CRIS Hospital
37% 45%
Are Hispanics over
represented?
37.6%
Hispanic

Motorcycle Drivers
and Their Diagnoses
of Injury

Motorcycle
Drivers were
classified as
Dead at
Discharge
16

How many were NOT
wearing a helmet?
CRIS
10
Hospital
14

Diagnoses
of Injury: Fracture of the Skull
70% 57%
CRIS Hospital

Manner of Collision
and Resulting
Abbreviated Injury
Scores (AIS)

Drivers
Motorcycle Drivers
Pedestrians
Cyclists 54%
OMV Crash &
Serious Injury
or Worse

211 Non-Motorcycle
Drivers were assigned a
maximum AIS score of
3 or higher
3 = Serious Injury
4 = Severe Injury
5 = Critical Injury
6 = Maximum Injury, Virtually Not Survivable

Half of them
crashed in a
One Motor
Vehicle,
Going
Straight,
Crash
73% Hit a
Fixed Object
27%
Overturned

10
Drivers
Critically
Injured
9
Drivers
Hit a
Fixed
Object
5
Drivers
Died

87 Motorcycle Drivers
were assigned a
maximum AIS score of
3 or higher

Almost Half
(47%) of them
crashed in a
One Motor
Vehicle, Going
Straight,
Crash
63%
Overturned

51Pedestrians or
Cyclists were assigned a
maximum AIS score of
3 or higher

All of them…100% were
involved in a
“One Motor Vehicle
Crash”
80% OMV,
Going Straight

49% of the
Pedestrians
and Cyclists
were
Discharged
with a Good
Recovery
Status

1st Harmful Event
Serious Injury
Injury Diagnoses

Motor Vehicle
in Transport
Crash
Serious
Injury or
Worse
34% Flagged as
Intersection
Related

Hit Fixed
Object Crash
Serious
Injury or
Worse

Overturned
Crash
Serious
Injury or
Worse

Not Transported by
EMS,
But Still Ended Up in
the Hospital

56 People
were
attended
to, but not
transported
by EMS

21% Discharged with a
Moderate or Severe
Disability

Rehabilitation or
Long-term Care
Facility
Skilled Nursing
Facility
Home with No
Service

2
Fracture of
the Skull
1
Intracranial
injury
1
Fracture of
Lower Limb
6
Fracture of
Neck and Trunk
2
Internal Injury of
Thorax, Abdomen and
Pelvis

Questions?
Marcie Perez
Research Associate
Center for Transportation Safety
Texas A&M Transportation Institute
M-perez@ttimail.tamu.edu

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Yilin Xia (yilinx2@illinois.edu), Shawn Bowers (bowers@gonzaga.edu), Lan Li (lanl2@illinois.edu), and Bertram Ludäscher (ludaesch@illinois.edu) Presented at IDCC-2024 in Edinburg. ABSTRACT. We propose a new approach for modeling and reconciling conflicting data cleaning actions. Such conflicts arise naturally in collaborative data curation settings where multiple experts work independently and then aim to put their efforts together to improve and accelerate data cleaning. The key idea of our approach is to model conflicting updates as a formal argumentation framework (AF). Such argumentation frameworks can be automatically analyzed and solved by translating them to a logic program PAF whose declarative semantics yield a transparent solution with many desirable properties, e.g., uncontroversial updates are accepted, unjustified ones are rejected, and the remaining ambiguities are exposed and presented to users for further analysis. After motivating the problem, we introduce our approach and illustrate it with a detailed running example introducing both well-founded and stable semantics to help understand the AF solutions. We have begun to develop open source tools and Jupyter notebooks that demonstrate the practicality of our approach. In future work we plan to develop a toolkit for conflict resolution that can be used in conjunction with OpenRefine, a popular interactive data cleaning tool.

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