ThatCarHitMe.com
An Injuria.ai Company
CRASH INTELLIGENCE REPORT · OHIO, OH · 2021
Purpose: Machine-readable JSON endpoint for AI agents, LLMs, researchers, and programmatic consumers. Returns all underlying crash data and AI-generated commentary without HTML.
Authentication: None required. Public endpoint.
GET: https://thatcarhitme.com/api/crash-data/reports/data/ohio/statewide/2021-annual-report
Yearly Traffic Safety Analysis
3,700 CRASHES IN
OHIO, OH
2021
In 2021, Licking County recorded 3,700 traffic crashes, resulting in 25 fatalities and 1,362 injuries. A significant portion of these incidents, 36.2% (1,341 crashes), were single-vehicle events not involving a collision with another vehicle in transport.
3,700
Total Crash Events
25
Persons Killed
1,362
Persons Injured
13.4%
Hit-and-Run Rate
Note: "Persons Killed" (25) counts individual fatalities across all crash events. "Fatal" in the severity table below (24) counts crash events where at least one fatality occurred. A single crash can result in multiple fatalities.
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Aggregate counts from crash, person, and vehicle records
495
Hit-and-Run Crashes — 2021
Based on the responding officer's initial determination, 495 crashes in Licking County during 2021 were classified as hit-and-runs. This represents 13.4% of all reported traffic incidents for the year.
Vulnerable Road User Casualties
In 2021, motorists accounted for the vast majority of traffic casualties, with 24 killed and 1,334 injured. Crashes also involved vulnerable road users, resulting in one pedestrian fatality and 28 pedestrian injuries. No cyclist fatalities or injuries were recorded in the data for this period.
1
Pedestrians Killed
24
Motorists Killed
28
Pedestrians Injured
1,334
Motorists Injured
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Mode classified from person records (driver/passenger → motorist; pedestrian; bicyclist → cyclist; in-line skater / unspecified → other)
When Crashes Happen
Crash patterns in 2021 show a concentration during the work week, peaking on Fridays with 613 incidents. The most frequent time for crashes was the 5 p.m. hour, which saw 319 events. Overall, a majority of crashes (2,362) occurred during daylight hours.
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Crash date field aggregated by weekday
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Crash time field aggregated by hour (0-23)
Crash Severity Breakdown
Of the 3,700 crashes reported, 73.5% (2,719 incidents) resulted in no injuries. The remaining 26.5% involved possible, minor, serious, or fatal injuries. There were 24 distinct fatal crashes, which resulted in a total of 25 fatalities.
Severity is per crash event (most severe injury). 24 fatal crash events resulted in 25 persons killed.
Outcome by Severity (Crash Events)
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · KABCO injury classification scale
Severity Distribution (Crash Events)
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Most severe injury per crash record
Road & Environmental Conditions
A majority of crashes in 2021 occurred under ideal environmental conditions, with 75.4% (2,791) on dry roads and 63.8% (2,362) in daylight. Crashes in clear weather accounted for 2,164 incidents. Adverse conditions were also present, with 440 crashes occurring during rain and 691 on wet road surfaces.
Weather
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Weather condition at time of crash
Lighting
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Lighting condition field
Road Surface
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Road surface condition field
Vehicles & Demographics
Analysis of the 8,219 individuals involved in crashes shows the most represented age groups were 26-34 years (1,235 people), 35-44 years (1,200 people), and 16-20 years (1,055 people). Among the 6,427 vehicles involved, the most frequent makes were Ford (998 vehicles), Chevrolet (864 vehicles), and Honda (842 vehicles).
Top Vehicle Makes (6,427 vehicles)
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Vehicle unit records
481 persons with unknown or unrecorded age excluded from age chart.
Sex Distribution (7,857 persons with recorded sex)
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Person-level records linked to crash events
Crash Location (First Harmful Event)
The initial harmful event in most crashes (2,931) occurred on the roadway itself. However, a notable number of incidents were run-off-road events, with 700 crashes, or 18.9% of the total, having their first harmful event on the roadside, shoulder, median, or outside the trafficway.
Crash Location (First Harmful Event)
"Other" combines 3 smaller categories (24 records): On ramp (13), Driveway/Alley access (10), Shared-use paths or trails (1).
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Crash-level records
Traffic Control Device
Analysis of traffic controls for vehicles involved in crashes shows that the majority, 4,433 vehicles, were at locations with no traffic control device present. A significant number of vehicles (1,379) were involved in crashes at signalized intersections, while 532 were at locations with a stop sign.
Traffic Control Device
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Vehicle unit records
Driver Contributing Factor
The most frequently cited contributing factor for drivers was 'Following too Close / ACDA,' attributed to 863 units. This was followed by 'Failure to Yield' with 558 units and 'Drove off Road' with 438 units. Other notable factors included 'Unsafe Speed' (270 units) and 'Improper Lane Change' (142 units).
Driver Contributing Factor
Showing top 9 of 21 reported. 12 additional (424 total) not shown: Ran Red Light, Swerving to Avoid, Not Discernible, Ran Stop Sign, Improper Passing, Operating Defective Equipment, Improper Crossing, Load shifting/Falling/Spilling, Improper Start From a Parked Position, Vision Obstruction, Wrong Way, Stopped or Parked Illegally.
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Vehicle unit records
Commercial / Truck Involvement
Crashes in 2021 involved 326 commercial trucks. Of these, 208 were identified as semi-tractor trailers and 118 were classified as other types of commercial vehicles.
Vulnerable Road Users & Motorcycles
There were 111 crashes involving motorcyclists or vulnerable road users. This total includes 63 motorcycle crashes, 32 pedestrian-involved crashes, and 16 bicyclist-involved crashes. Combined, crashes involving pedestrians and bicyclists accounted for 48 incidents, representing 1.3% of all crashes.
Animal-Involved Crashes
A total of 275 crashes were attributed to collisions with animals, accounting for 7.4% of all incidents. The vast majority of these, 254 crashes, specifically involved deer. An additional 21 crashes involved other types of animals.
Impairment (Alcohol / Drugs)
Impairment was a factor in 190 crashes, representing 5.1% of the total for the year. Among these, alcohol was the sole impairing substance in 127 incidents, drugs were involved in 33, and a combination of alcohol and drugs was noted in 30 crashes.
Driver Condition
While most drivers (5,363) were listed as 'Apparently Normal,' several adverse conditions were noted. A total of 149 drivers were identified as being under the influence of medications, drugs, or alcohol. Additionally, 44 drivers were reported to have fallen asleep, fainted, or been fatigued, and 22 had a physical impairment.
Driver Condition
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Person-level records linked to crash events
Driver Distraction
Among the 6,078 drivers involved in crashes, at least 321 were documented as being distracted. The most common sources of distraction were 'Other distraction inside the vehicle' (131 drivers) and 'Other distraction outside the vehicle' (110 drivers). Electronic device use was also a factor, with 36 drivers manually operating a device and 24 engaged in other electronic device activity.
Driver Distraction
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Person-level records linked to crash events
Road Alignment
The majority of crashes (2,846) occurred on straight, level sections of roadway. However, road geometry played a role in a subset of incidents, with 362 crashes (9.8%) taking place on curves. Road grade was a factor in 643 crashes, or 17.4% of the total, occurring on either straight or curved grades.
Road Alignment
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Crash-level records
Top Cities
Crash distribution across the county was concentrated in several key municipalities. The city of Newark recorded the highest number of incidents with 907 crashes, followed by Heath (380), Etna (307), and Pataskala (306). Together, these top four locations accounted for 1,900 incidents, representing over half of all crashes in the county.
Top Cities
Showing top 9 of 36 reported. 27 additional (1,007 total) not shown: Reynoldsburg, Jersey, Bowling Green, Monroe, St. Albans, Hebron, Hanover, Madison, New Albany, Newton, Burlington, Liberty, Mckean, Franklin, Mary Ann, Washington, Eden, Perry, Buckeye Lake, Kirkersville, Bennington, Hopewell, Hartford, Utica, Fallsbury, Alexandria, St. Louisville.
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Crash-level records
Pre-Crash Driver Action
The most common pre-crash action for vehicles was 'Straight Ahead,' which was reported for 3,674 units, or 57.2% of all vehicles involved. The next most frequent actions were 'Slowing or Stopped In Traffic' (883 vehicles) and 'Making Left Turn' (550 vehicles).
Pre-Crash Driver Action
Showing top 9 of 20 reported. 11 additional (236 total) not shown: Entering Traffic Lane, Overtaking/Passing, Leaving Traffic Lane, Walking; Running; Jogging; Playing, Driverless, Making U-Turn, Other Non-Motorist, Entering or Crossing Specified Location, Standing, Working, Approaching or Leaving Vehicle.
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Vehicle unit records
Manner of Collision
Single-vehicle crashes were the most common incident type, with 1,341 events classified as 'Not Collision Between Two Vehicles in Transport,' making up 36.2% of all crashes. Among multi-vehicle collisions, rear-end crashes were the most frequent, accounting for 900 incidents (24.3%), followed by angle collisions with 777 incidents (21.0%).
Manner of Collision
"Other" combines 2 smaller categories (86 records): Head-on (68), Rear-to-rear (18).
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Crash-level records
Vehicle Type
Passenger cars were the most common vehicle type involved in crashes, accounting for 3,125 of the 6,427 total vehicles. Sport Utility Vehicles (1,396) and Pick-up trucks (877) were the next most frequent. A variety of commercial vehicles, including 224 semi-tractors and 88 single-unit trucks, were also involved in incidents.
Vehicle Type
"Other" combines 15 smaller categories (325 records): Single Unit Truck (88), Motorcycle 2 Wheeled (65), Other Vehicle (45), Pedestrian/Skater (32), Bus (16+ Passengers) (24), Bicycle (16), Heavy Equipment (15), Van (9-15 Seats) (12), All Terrain Vehicle (ATV/UTV) (10), Farm Equipment (6), Motorhome (3), Motorcycle 3 Wheeled (3), Moped or Motorized Bicycle (2), Golf Cart (2), Animal with Rider or Animal Drawn Vehicle (2).
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Vehicle unit records
Person Type
Of the 8,219 individuals involved in crashes, the majority were drivers (6,078 people, or 73.9%). Vehicle occupants or passengers accounted for another 2,109 individuals (25.7%). Pedestrians were involved in 32 instances, making up 0.4% of the total.
Person Type
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Crash-level records
Person Injury Severity
A total of 8,219 people were involved in crashes, with the majority (6,616 people) sustaining no injuries. However, 1,362 individuals, or 16.6% of all persons involved, suffered injuries ranging from possible to serious. Fatalities were recorded for 25 individuals, representing 0.3% of all people involved in crashes.
Person Injury Severity
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Crash-level records
Occupant Safety Equipment
The data shows that 6,545 individuals involved in crashes were using both a shoulder and lap belt. Conversely, 506 people, representing 6.2% of all participants, were recorded as using no safety equipment. An additional 279 individuals were secured in various child restraint systems.
Occupant Safety Equipment
"Other" combines 2 smaller categories (64 records): Lap Belt Only Used (35), Helmet Used (29).
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Person-level records linked to crash events
Vehicles Per Crash
The most common crash scenario involved two vehicles, which accounted for 2,319 incidents (62.7% of the total). Single-vehicle crashes were also frequent, with 1,192 incidents making up 32.2% of all crashes. Crashes involving three or more vehicles were less common, with 189 such events recorded.
Vehicles Per Crash
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Crash-level records
Data Sources & Methodology
Primary Data Source
All crash data in this report is sourced from Ohio Crash Data (ODOT TIMS), accessed programmatically via the Csv Open Data API (SODA). This dataset contains official police-reported motor vehicle traffic crash records maintained by the reporting jurisdiction's law enforcement agency. Records are published to the open data portal by the municipality and are subject to the portal's terms of use.
Data Retrieval
- Access method: Csv Open Data API (SoQL queries)
- Data format: Structured JSON via REST API
- Record types queried: Crash events, person records, and vehicle unit records
- Date filter applied: 2021-01-01 through 2021-12-31
- Report generated: July 5, 2026
Data Coverage
- Reporting period: 2021-01-01 through 2021-12-31 (365 days)
- Geographic scope: ohio, OH
- Total crash records analyzed: 3,700
- Total persons involved: 8,219
- Total vehicles involved: 6,427
Analytical Methodology
- Severity classification: Uses the KABCO injury scale (K=Fatal, A=Incapacitating injury, B=Non-incapacitating injury, C=Possible injury, O=No injury/property damage only), the standard classification in U.S. Model Minimum Uniform Crash Criteria (MMUCC). Severity is assigned per crash event based on the most severe injury in that crash. A single fatal crash (K) may involve multiple fatalities; therefore the "Persons Killed" count in the headline KPIs may differ from the "Fatal" crash count in the severity breakdown.
- Contributing factors: Reflect the officer-determined primary contributory cause recorded at the time of the crash report. These are preliminary determinations and may not reflect final investigation findings.
- Hit-and-run classification: Based on the hit-and-run indicator field in the official crash report, as determined by the responding officer at the scene.
- Temporal analysis: Day-of-week and hour-of-day distributions are computed from the crash date/time timestamp in each record.
- Demographics: Age and sex distributions are drawn from person-level records linked to each crash event. A single crash may involve multiple persons.
- Vehicle data: Make information is drawn from vehicle unit records linked to each crash event.
- AI commentary: Narrative sections are generated by Google Gemini (large language model) based on the structured data. Commentary is descriptive, not predictive, and should not be interpreted as expert opinion.
Limitations & Disclaimers
- Only crashes reported to and documented by law enforcement are included. Minor incidents, unreported crashes, and near-misses are not captured in this dataset.
- Data reflects conditions at the time of the initial police report and may be subject to subsequent corrections, reclassifications, or supplements by the reporting agency.
- Open data portal records may experience a publication lag - recently occurring crashes may not yet appear in the dataset at the time of report generation.
- AI-generated commentary is produced by a large language model and is intended to highlight patterns in the data. It does not constitute legal, medical, or professional analysis.
- Percentages are calculated from reported data and are subject to rounding.
Non-Affiliation Disclosure
This report is produced independently by ThatCarHitMe.com (Injuria.ai). It is not affiliated with, endorsed by, or produced in partnership with any law enforcement agency, municipal government, state department of transportation, or the National Highway Traffic Safety Administration (NHTSA). Data is sourced from publicly available government open data portals.
Data License
The underlying crash data is provided under the municipality's Open Data Terms of Use and is made available to the public for unrestricted use. This analysis and report is © 2026 Injuria.ai and may be cited with attribution using the suggested citation below.
Corrections & Feedback
If you believe any data in this report is inaccurate or have questions about our methodology, please contact: data@injuria.ai. We are committed to accuracy and will issue corrections promptly.
Suggested Citation
ThatCarHitMe.com (Injuria.ai). "ohio, OH Crash Intelligence Report: 2021." Published July 5, 2026. Reporting period: 2021-01-01 to 2021-12-31. Data source: Ohio Crash Data (ODOT TIMS), Csv Open Data. Available at: https://thatcarhitme.com/crash-data/ohio/statewide/2021-annual-report
About the Publisher
ThatCarHitMe.com is a crash data intelligence platform developed by Injuria.ai, a legal technology company specializing in traffic safety analytics. We aggregate and analyze publicly available government crash data to produce structured intelligence reports for communities, researchers, journalists, and legal professionals. Our reports combine programmatic data retrieval from official open data portals with AI-assisted narrative analysis.
Questions about this report's data or methodology: data@injuria.ai
ThatCarHitMe.com · An Injuria.ai Company
ThatCarHitMe.com
An Injuria.ai Company
Crash Data Intelligence
Data: Ohio Crash Data (ODOT TIMS) · Csv
Period: 2021-01-01 – 2021-12-31
Generated: July 5, 2026 · All rights reserved