ThatCarHitMe.com
An Injuria.ai Company
YEAR-OVER-YEAR CRASH REPORT · IOWA, IA · AUGUST 2023
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/iowa/statewide/august-2023-report
Monthly Traffic Safety Analysis
4,212 CRASHES IN
IOWA, IA
AUGUST 2023
In August 2023, Iowa recorded 4,212 total traffic crashes, a 1.3% decrease from the 4,266 crashes reported in August 2022. Despite this slight reduction in overall crashes, the number of fatalities saw a significant year-over-year increase. The most notable shift was a 42.4% rise in total fatalities, which climbed from 33 in the prior period to 47 in the current period.
4,212
▼ -1.3%was 4,266
Total Crash Events
47
▲ 42.4%was 33
Persons Killed
1,597
▲ 0.6%was 1,588
Persons Injured
43
▲ 43.3%was 30
Fatal Crash Events
Note: "Persons Killed" (47) counts individual fatalities across all crash events. "Fatal" in the severity table below (43) counts crash events where at least one fatality occurred. A single crash can result in multiple fatalities.
Source: Iowa Crash Data · ArcGIS Open Data · 2023-08-01 to 2023-08-31 · Aggregate counts from crash, person, and vehicle records
Trend Summary
Overall crash volume in Iowa showed a slight downward trend, decreasing by 1.3% from 4,266 in August 2022 to 4,212 in August 2023. However, this trend of lower volume was contrasted by a sharp increase in crash severity. Total fatalities rose by 42.4% (from 33 to 47), while total injuries remained nearly stable with a 0.6% increase (from 1,588 to 1,597).
Vulnerable Road User Casualties
0
Pedestrians Killed
1
Cyclists Killed
44
Motorists Killed
2
Other Killed
34
Pedestrians Injured
49
Cyclists Injured
1,507
Motorists Injured
7
Other Injured
Source: Iowa Crash Data · ArcGIS Open Data · 2023-08-01 to 2023-08-31 · Mode classified from person records (driver/passenger → motorist; pedestrian; bicyclist → cyclist; in-line skater / unspecified → other)
When Crashes Happen
The temporal patterns of crashes remained largely consistent year-over-year. The peak hour for collisions was 4 p.m. in both August 2023 (367 crashes) and August 2022 (389 crashes). The peak day of the week shifted from Wednesday in the prior period (728 crashes) to Thursday in the current period (740 crashes).
Source: Iowa Crash Data · ArcGIS Open Data · 2023-08-01 to 2023-08-31 · Crash date field aggregated by weekday
Source: Iowa Crash Data · ArcGIS Open Data · 2023-08-01 to 2023-08-31 · Crash time field aggregated by hour (0-23)
Crash Severity Breakdown
Crash severity worsened significantly compared to the prior year. The number of fatal crashes increased by 43.3%, from 30 to 43, and the corresponding fatality rate rose from 0.7% to 1.0% of all crashes. Crashes resulting in serious injuries also increased from 130 to 142. Conversely, crashes with no reported injuries decreased from 2,886 to 2,792.
Severity is per crash event (most severe injury). 43 fatal crash events resulted in 47 persons killed.
Outcome by Severity (Crash Events)
Source: Iowa Crash Data · ArcGIS Open Data · 2023-08-01 to 2023-08-31 · KABCO injury classification scale
Severity Distribution (Crash Events)
Source: Iowa Crash Data · ArcGIS Open Data · 2023-08-01 to 2023-08-31 · Most severe injury per crash record
Top Contributing Factors
The leading contributing factors remained consistent between the two periods, with 'Followed too close' being the primary cause in both August 2023 (499 crashes) and August 2022 (515 crashes). 'Animal' was the second-most common factor in both years, with nearly identical counts (342 vs. 343). Notably, crashes attributed to 'FTYROW: From stop sign' saw a 21.6% increase in count, rising from 208 to 253 incidents year-over-year.
Officer-Reported Primary Contributing Cause
Source: Iowa Crash Data · ArcGIS Open Data · 2023-08-01 to 2023-08-31 · Officer-reported primary contributory cause per crash
Road & Environmental Conditions
Crashes predominantly occurred on dry roads in clear, daylight conditions in both periods. However, there was a notable decrease in adverse-condition crashes year-over-year; incidents on wet surfaces fell from 329 to 255, and rain-related crashes dropped from 202 to 150. In contrast, the number of crashes occurring in dark conditions (both lighted and unlighted roadways) increased from a combined 663 to 703.
Weather
Source: Iowa Crash Data · ArcGIS Open Data · 2023-08-01 to 2023-08-31 · Weather condition at time of crash
Lighting
Source: Iowa Crash Data · ArcGIS Open Data · 2023-08-01 to 2023-08-31 · Lighting condition field
Road Surface
Source: Iowa Crash Data · ArcGIS Open Data · 2023-08-01 to 2023-08-31 · Road surface condition field
Vehicles & Demographics
Vehicle and person demographics remained stable year-over-year. Ford and Chevrolet were the top two vehicle makes involved in crashes in both August 2023 and August 2022. The age distribution of individuals involved in crashes also showed little change, with the 26-34 age group being the most represented in both periods (1,448 persons in 2023 vs. 1,462 in 2022).
Top Vehicle Makes (7,454 vehicles)
Source: Iowa Crash Data · ArcGIS Open Data · 2023-08-01 to 2023-08-31 · Vehicle unit records
1,377 persons with unknown or unrecorded age excluded from age chart.
Sex Distribution (6,636 persons with recorded sex)
Source: Iowa Crash Data · ArcGIS Open Data · 2023-08-01 to 2023-08-31 · Person-level records linked to crash events
Data Sources & Methodology
Primary Data Source
All crash data in this report is sourced from Iowa Crash Data, accessed programmatically via the ArcGIS 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: ArcGIS 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: 2023-08-01 through 2023-08-31
- Report generated: September 9, 2026
Data Coverage
- Reporting period: 2023-08-01 through 2023-08-31 (31 days)
- Geographic scope: iowa, IA
- Total crash records analyzed: 4,212
- Total persons involved: 10,003
- Total vehicles involved: 7,454
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). "iowa, IA Crash Intelligence Report: August 2023." Published September 9, 2026. Reporting period: 2023-08-01 to 2023-08-31. Data source: Iowa Crash Data, ArcGIS Open Data. Available at: https://thatcarhitme.com/crash-data/iowa/statewide/august-2023-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: Iowa Crash Data · ArcGIS
Period: 2023-08-01 – 2023-08-31
Generated: September 9, 2026 · All rights reserved