ThatCarHitMe.com
An Injuria.ai Company
CRASH INTELLIGENCE REPORT · GLENDALE, 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/glendale/2021-annual-report
Yearly Traffic Safety Analysis
53 CRASHES IN
GLENDALE, OH
2021
In 2021, Glendale experienced a total of 53 crashes, resulting in 23 injuries and 0 fatalities. The most frequent collision type was rear-end, accounting for 43.4% of all incidents. Notably, 11.3% of crashes involved a hit-and-run incident.
53
Total Crash Events
0
Persons Killed
23
Persons Injured
11.3%
Hit-and-Run Rate
Note: "Persons Killed" (0) counts individual fatalities across all crash events. "Fatal" in the severity table below (0) 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
6
Hit-and-Run Crashes — 2021
There were 6 hit-and-run crashes in Glendale in 2021, representing 11.3% of all crashes. It is important to note that the hit-and-run status is based on the responding officer's initial determination at the scene.
Vulnerable Road User Casualties
In 2021, there were 0 fatalities among pedestrians, cyclists, and motorists in Glendale. A total of 23 motorists sustained injuries in crashes. No pedestrians or cyclists were reported injured during this period.
0
Motorists Killed
23
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
Crashes in Glendale most frequently occurred on Fridays, with 13 incidents reported on this day of the week. The peak hour for crashes was 12 PM, with 6 incidents. The majority of crashes, 36 out of 53, took place during daylight or dawn/dusk conditions.
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 53 crashes in Glendale during 2021, 37 (69.8%) resulted in no injuries. Injury-causing crashes accounted for 16 incidents, with 2 resulting in serious injuries, 6 in minor injuries, and 8 in possible injuries. There were no fatal crashes reported in this period.
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 significant portion of crashes in Glendale occurred under favorable conditions, with 37.7% happening in clear weather, 62.3% on dry road surfaces, and 58.5% during daylight. However, 13 crashes occurred in rain, 20 on wet roads, and 17 in dark conditions (lighted or unlighted roadways).
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
Among the 128 persons involved in crashes, the 26-34 age group was most represented with 29 individuals. Honda, Chevrolet, and Toyota were the most frequently involved vehicle makes, each appearing 12 or 13 times. Passenger cars were the dominant vehicle type, accounting for 87 of the 95 vehicles involved.
Top Vehicle Makes (95 vehicles)
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Vehicle unit records
6 persons with unknown or unrecorded age excluded from age chart.
Sex Distribution (126 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 vast majority of crashes, 49 out of 53, occurred on the roadway in Glendale during 2021. Four crashes, representing 7.5% of the total, occurred off the travel lanes, with 2 on the roadside and 2 on the shoulder.
Crash Location (First Harmful Event)
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Crash-level records
Traffic Control Device
Among the traffic control conditions recorded for involved vehicles, 63 were at locations with no control, representing the dominant condition. Signalized locations accounted for 23 instances. Overall, 75.8% of recorded traffic control instances were at uncontrolled locations (No Control, Stop Sign, Yield Sign, Flasher).
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 leading contributing factor in crashes was 'Following too Close / ACDA,' accounting for 21 instances. 'Failure to Yield' was the second most common factor with 7 instances, followed by 'Other Improper Action' with 5 instances. These top three factors combined represent 62.3% of all reported contributing factors.
Driver Contributing Factor
Showing top 9 of 14 reported. 5 additional (5 total) not shown: Improper Crossing, Ran Stop Sign, Swerving to Avoid, Unsafe Speed, Operating Defective Equipment.
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Vehicle unit records
Driver Condition
Five drivers were reported with abnormal conditions at the time of their crashes. This included 3 drivers 'Under the Influence of Medications / Drugs / Alcohol' and 2 drivers who 'Fell Asleep; Fainted; Fatigued; etc.'. These abnormal conditions represent 5.3% of all recorded driver conditions.
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
Five instances of specific driver distractions were identified in crashes. Two drivers were distracted by manually operating an electronic communication device, two by other distractions outside the vehicle, and one by another distraction inside the vehicle. These specified distractions represent 5.4% of all recorded driver distraction instances.
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 occurred on straight road alignments, with 31 on 'Straight Level' and 21 on 'Straight Grade'. Crashes on grades accounted for 39.6% of the total. Only one crash occurred on a 'Curve Level' alignment, representing 1.9% of all incidents.
Road Alignment
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 frequent pre-crash action was 'Straight Ahead,' accounting for 48 instances, or 50.5% of all reported actions. 'Slowing or Stopped In Traffic' was the second most common at 28 instances (29.5%). 'Making Left Turn' was also notable with 11 instances, representing 11.6% of actions.
Pre-Crash Driver Action
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Vehicle unit records
Manner of Collision
Rear-end collisions were the dominant manner of collision, accounting for 23 crashes or 43.4% of the total. 'Not Collision Between Two Vehicles in Transport' was the second most frequent, with 14 crashes (26.4%). Angle collisions comprised 8 crashes, representing 15.1% of the total.
Manner of Collision
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 87 of the 95 vehicles, or 91.6%. Other vehicle types included 3 Sport Utility Vehicles, 2 Pick ups, and 2 Semi-Tractors. One motorcycle was also involved.
Vehicle Type
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Vehicle unit records
Person Type
Drivers constituted the majority of persons involved in crashes, with 94 individuals, representing 73.4% of all persons. Occupants (passengers) accounted for the remaining 34 individuals, or 26.6% of persons.
Person Type
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Crash-level records
Person Injury Severity
Out of 128 persons involved in crashes, 23 sustained injuries, representing 17.9% of the total. This included 4 serious injuries, 7 minor injuries, and 12 possible injuries. There were no fatalities among the persons recorded.
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 majority of participants (93 individuals, or 72.7%) used 'Shoulder and Lap Belt'. Five individuals (3.9%) were recorded as using 'None Used'. Other categories like 'Child Restraint System' and 'Helmet Used' accounted for smaller numbers.
Occupant Safety Equipment
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 majority of crashes in Glendale involved two vehicles, accounting for 40 of the 53 incidents, or 75.5%. Single-vehicle crashes represented 12 incidents, or 22.6% of the total. There was one crash involving three vehicles.
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: Glendale, OH
- Total crash records analyzed: 53
- Total persons involved: 128
- Total vehicles involved: 95
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). "Glendale, 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/glendale/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