Yearly Traffic Safety Analysis

319 CRASHES IN
BEDFORD HEIGHTS, OH
2024

All metrics benchmarked against2023

Total crashes in Bedford Heights increased by 11.54%, rising from 286 in 2023 to 319 in 2024. A notable shift was the emergence of two fatalities in 2024, compared to zero in the prior year.

319

11.5%was 286

Total Crash Events

2

Persons Killed

95

4.4%was 91

Persons Injured

45

-29.7%was 64

Hit-and-Run Crashes

Note: "Persons Killed" (2) counts individual fatalities across all crash events. "Fatal" in the severity table below (2) 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 · 2024-01-01 to 2024-12-31 · Aggregate counts from crash, person, and vehicle records

Trend Summary

Overall, crashes in Bedford Heights increased by 11.54% year-over-year, rising from 286 crashes in 2023 to 319 crashes in 2024. This increase was accompanied by a rise in total injuries from 91 to 95, and the occurrence of two fatalities in 2024, compared to none in the prior year.

45

Hit-and-Run Crashes — 2024

-29.7% vs prior (64)

Hit-and-run crashes decreased by 29.69% year-over-year, falling from 64 incidents in 2023 to 45 in 2024. Consequently, the hit-and-run rate dropped from 22.4% in 2023 to 14.1% in 2024.

Vulnerable Road User Casualties

2

Motorists Killed

Prior: 0%

95

Motorists Injured

Prior: 888.0%

Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2024-01-01 to 2024-12-31 · Mode classified from person records (driver/passenger → motorist; pedestrian; bicyclist → cyclist; in-line skater / unspecified → other)

When Crashes Happen

The peak day for crashes remained Friday in both years, with 67 crashes in 2024 compared to 57 in 2023. The peak hour also remained 5 PM, though the number of crashes at this hour slightly decreased from 30 in 2023 to 26 in 2024.

Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2024-01-01 to 2024-12-31 · Crash date field aggregated by weekday

Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2024-01-01 to 2024-12-31 · Crash time field aggregated by hour (0-23)

Crash Severity Breakdown

The fatal crash rate increased from 0% in 2023 to 0.63% in 2024, corresponding to two fatalities in 2024 compared to none in the prior year. Serious injury crashes increased from 3 in 2023 to 4 in 2024, while minor injury crashes decreased from 30 to 24.

Outcome by Severity (Crash Events)

Fatal2fatal crashes0.6%
Serious Injury4serious injury crashes1.3%
33.3%prior 3
Minor Injury24minor injury crashes7.5%
-20.0%prior 30
Possible Injury37possible injury crashes11.6%
8.8%prior 34
No Injury252no injury crashes79%
15.1%prior 219

Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2024-01-01 to 2024-12-31 · KABCO injury classification scale

Severity Distribution (Crash Events)

Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2024-01-01 to 2024-12-31 · Most severe injury per crash record

Road & Environmental Conditions

Crashes occurring in clear weather conditions increased from 147 in 2023 to 169 in 2024. Similarly, crashes on dry road surfaces rose from 183 to 217 year-over-year, while crashes during daylight hours increased from 176 to 217.

Weather

Clear169 (53.0%)
15.0%prior 147
Cloudy59 (18.5%)
-4.8%prior 62
Rain53 (16.6%)
20.5%prior 44
Snow30 (9.4%)
20.0%prior 25
Other/Unknown5 (1.6%)
-16.7%prior 6
Fog; Smog; Smoke2 (0.6%)
Severe Crosswinds1 (0.3%)

Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2024-01-01 to 2024-12-31 · Weather condition at time of crash

Lighting

Daylight217 (68.0%)
23.3%prior 176
Dark - Lighted Roadway65 (20.4%)
-3.0%prior 67
Dawn/Dusk17 (5.3%)
-5.6%prior 18
Dark - Roadway Not Lighted12 (3.8%)
-14.3%prior 14
Other/Unknown7 (2.2%)
16.7%prior 6
Dark - Unknown Roadway Lighting1 (0.3%)
-80.0%prior 5

Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2024-01-01 to 2024-12-31 · Lighting condition field

Road Surface

Dry217 (68.0%)
18.6%prior 183
Wet71 (22.3%)
-4.1%prior 74
Snow15 (4.7%)
-28.6%prior 21
Ice11 (3.4%)
Slush3 (0.9%)
Other/Unknown2 (0.6%)
-60.0%prior 5

Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2024-01-01 to 2024-12-31 · Road surface condition field

Vehicles & Demographics

The total number of vehicles involved in crashes increased from 539 in 2023 to 587 in 2024. The 35-44 age group saw an increase in representation from 96 persons in 2023 to 112 in 2024, while the 26-34 age group saw a decrease from 143 to 134 persons.

Top Vehicle Makes (587 vehicles)

1
OTHER/UNKNOWN79 (13.5%)
27.4%prior 62
2
CHEVROLET71 (12.1%)
6.0%prior 67
3
FORD70 (11.9%)
2.9%prior 68
4
TOYOTA41 (7%)
17.1%prior 35
5
JEEP35 (6%)
34.6%prior 26
6
NISSAN33 (5.6%)
-2.9%prior 34
7
KIA27 (4.6%)
8.0%prior 25
8
HONDA25 (4.3%)
13.6%prior 22
9
GMC21 (3.6%)
40.0%prior 15
10
DODGE19 (3.2%)
-5.0%prior 20

Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2024-01-01 to 2024-12-31 · Vehicle unit records

32 persons with unknown or unrecorded age excluded from age chart.

Sex Distribution (665 persons with recorded sex)

Male398 (59.8%)
14.4%prior 348
Female267 (40.2%)
-5.7%prior 283

Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2024-01-01 to 2024-12-31 · Person-level records linked to crash events

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: 2024-01-01 through 2024-12-31
  • Report generated: July 5, 2026

Data Coverage

  • Reporting period: 2024-01-01 through 2024-12-31 (366 days)
  • Geographic scope: Bedford Heights, OH
  • Total crash records analyzed: 319
  • Total persons involved: 694
  • Total vehicles involved: 587

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). "Bedford Heights, OH Crash Intelligence Report: 2024." Published July 5, 2026. Reporting period: 2024-01-01 to 2024-12-31. Data source: Ohio Crash Data (ODOT TIMS), Csv Open Data. Available at: https://thatcarhitme.com/crash-data/ohio/bedford-heights/2024-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

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Bedford Heights, OH Crash Report — 2024 | ThatCarHitMe.com