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CRASH INTELLIGENCE REPORT · IOWA, IA · 2015
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/2015-annual-report
Yearly Traffic Safety Analysis
183 CRASHES IN
IOWA, IA
2015
In 2015, Adair County, Iowa, experienced a total of 183 crashes, resulting in 0 fatalities and 56 injuries. A significant finding is that 121 crashes, representing 66.1% of all incidents, were non-collision single-vehicle events. Animal-related incidents were the most frequent contributing factor, involved in 40 crashes.
183
Total Crash Events
0
Persons Killed
56
Persons Injured
0
Fatal Crash Events
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: Iowa Crash Data · ArcGIS Open Data · 2015-01-01 to 2015-12-31 · Aggregate counts from crash, person, and vehicle records
Vulnerable Road User Casualties
In 2015, there were no fatalities reported among pedestrians, cyclists, or motorists in Adair County. All 56 injuries recorded were sustained by motorists. There were no pedestrians or cyclists reported injured in crashes during this period.
0
Motorists Killed
56
Motorists Injured
Source: Iowa Crash Data · ArcGIS Open Data · 2015-01-01 to 2015-12-31 · Mode classified from person records (driver/passenger → motorist; pedestrian; bicyclist → cyclist; in-line skater / unspecified → other)
When Crashes Happen
Crashes in Adair County showed a temporal pattern in 2015, with Friday being the peak day of the week, accounting for 41 incidents. The peak hour for crashes was 2 PM, with 14 occurrences. While 84 crashes occurred during daylight hours, 68 incidents happened during dark conditions, indicating a notable presence of nighttime crashes.
Source: Iowa Crash Data · ArcGIS Open Data · 2015-01-01 to 2015-12-31 · Crash date field aggregated by weekday
Source: Iowa Crash Data · ArcGIS Open Data · 2015-01-01 to 2015-12-31 · Crash time field aggregated by hour (0-23)
Crash Severity Breakdown
Of the 183 crashes in Adair County during 2015, 141 (77%) resulted in no injuries. Injury crashes, encompassing serious, minor, and possible injuries, totaled 42 incidents, accounting for 22.9% of all crashes. There were no fatal crashes, and consequently, zero fatalities were reported in this period.
Outcome by Severity (Crash Events)
Source: Iowa Crash Data · ArcGIS Open Data · 2015-01-01 to 2015-12-31 · KABCO injury classification scale
Severity Distribution (Crash Events)
Source: Iowa Crash Data · ArcGIS Open Data · 2015-01-01 to 2015-12-31 · Most severe injury per crash record
Top Contributing Factors
The leading contributing factor to crashes in Adair County was 'Animal,' involved in 40 incidents (21.9%). 'Lost Control' was the second most frequent factor, contributing to 33 crashes (18%), followed by 'Ran off road - straight' with 23 incidents (12.6%). These factors collectively highlight common scenarios leading to crashes in the county.
Officer-Reported Primary Contributing Cause
Source: Iowa Crash Data · ArcGIS Open Data · 2015-01-01 to 2015-12-31 · Officer-reported primary contributory cause per crash
Road & Environmental Conditions
Approximately 49.2% of crashes occurred under clear weather conditions, with 90 incidents, and 49.7% happened on dry road surfaces, totaling 91 crashes. Adverse weather conditions, including snow and rain, contributed to 49 crashes, while adverse road surfaces like wet, snow, and ice were present in 58 incidents. Additionally, 68 crashes occurred during dark lighting conditions, comprising 37.2% of all incidents.
Weather
Source: Iowa Crash Data · ArcGIS Open Data · 2015-01-01 to 2015-12-31 · Weather condition at time of crash
Lighting
Source: Iowa Crash Data · ArcGIS Open Data · 2015-01-01 to 2015-12-31 · Lighting condition field
Road Surface
Source: Iowa Crash Data · ArcGIS Open Data · 2015-01-01 to 2015-12-31 · Road surface condition field
Vehicles & Demographics
The age group 26-34 was the most represented among persons involved in crashes, accounting for 61 individuals, followed by the 35-44 age group with 49 individuals. The most frequently involved vehicle makes were Ford, with 42 vehicles, and Chevrolet, with 28 vehicles. 'CHEV' also appeared frequently with 22 vehicles.
Top Vehicle Makes (244 vehicles)
Source: Iowa Crash Data · ArcGIS Open Data · 2015-01-01 to 2015-12-31 · Vehicle unit records
15 persons with unknown or unrecorded age excluded from age chart.
Sex Distribution (205 persons with recorded sex)
Source: Iowa Crash Data · ArcGIS Open Data · 2015-01-01 to 2015-12-31 · Person-level records linked to crash events
Major Cause
The most common major cause of crashes in Adair County was 'Animal,' contributing to 40 incidents. 'Lost Control' was identified as a major cause in 33 crashes, while 'Ran off road - straight' accounted for 23 incidents. These three factors represent a significant portion of the crash causes reported.
Major Cause
Showing top 9 of 27 reported. 18 additional (26 total) not shown: Improper or erratic lane changing, Improper Backing, Swerving/Evasive Action, Operating vehicle in an reckless, erratic, careless, negligent manner, Equipment failure, Other (explain in narrative): No improper action, Driver Distraction: Reaching for object(s)/fallen object(s), Traveling wrong way or on wrong side of road, Driving less than the posted speed limit, Crossed centerline (undivided), Driver Distraction: Talking on a hand-held device, Failed to keep in proper lane, FTYROW: From parked position, Made improper turn, Other (explain in narrative): Other, Driver Distraction: Exterior distraction, Ran off road - right, Driver Distraction: Adjusting devices (radio, climate).
Source: Iowa Crash Data · ArcGIS Open Data · 2015-01-01 to 2015-12-31 · Crash-level records
First Harmful Event
The most frequent first harmful event was a 'Collision with: Animal,' occurring in 40 crashes. 'Collision with: Vehicle in traffic' was the second most common, with 38 incidents. Collisions with fixed objects, such as cable barriers and ditches, were also notable, accounting for 27 and 18 incidents respectively.
First Harmful Event
Showing top 9 of 19 reported. 10 additional (15 total) not shown: Collision with: Struck/struck by object/cargo/person from other vehicle, Collision with fixed object: Traffic sign support, Collision with fixed object: Guardrail - end, Collision with fixed object: Bridge/bridge rail parapet, Other (explain in narrative), Collision with fixed object: Fence, Collision with fixed object: Other post/pole/support (explain in narrative), Collision with: Other non-fixed object (explain in narrative), Collision with: Re-entering roadway, Non-collision events: Vehicle went airborne.
Source: Iowa Crash Data · ArcGIS Open Data · 2015-01-01 to 2015-12-31 · Crash-level records
Roadway Junction / Feature
A substantial majority of crashes, 136 incidents (74.3%), occurred at non-junction segments of the roadway. In contrast, crashes at various intersection types, including four-way and T-intersections, collectively accounted for 11 incidents. This indicates that most crashes happened away from traditional intersections.
Roadway Junction / Feature
Showing top 9 of 13 reported. 4 additional (4 total) not shown: Interchange-related: On-ramp, Intersection: Intersection with ramp, Interchange-related: Mainline, between ramps, Intersection: Other intersection (explain in narrative).
Source: Iowa Crash Data · ArcGIS Open Data · 2015-01-01 to 2015-12-31 · Crash-level records
Vehicle Type
Passenger cars were the most common vehicle type involved in crashes, accounting for 81 vehicles. Tractor/semi-trailers were involved in 51 incidents, representing 20.9% of all vehicles, while Sport Utility Vehicles (SUVs) accounted for 48 vehicles. Four-tire light trucks were also frequently involved, with 40 vehicles.
Vehicle Type
"Other" combines 5 smaller categories (7 records): 3-wheeled, unenclosed (2), Tractor/doubles (2), Farm equipment (explain in narrative) (1), Cargo/panel van (1), Passenger van (seats 9-15) (1).
Source: Iowa Crash Data · ArcGIS Open Data · 2015-01-01 to 2015-12-31 · Vehicle unit records
Traffic Control Device
The vast majority of vehicles involved in crashes, 197 out of 217 (90.8%), were operating where no traffic controls were present. Work zone signs were present for 6 vehicles, while other traffic controls like warning signs and stop signs were present for a smaller number of vehicles. This indicates a high prevalence of crashes in uncontrolled environments.
Traffic Control Device
Source: Iowa Crash Data · ArcGIS Open Data · 2015-01-01 to 2015-12-31 · Vehicle unit records
Most Damaged Area
The front of the vehicle was the most common area of impact, reported in 38 instances, with the front-driver side corner accounting for 32 instances. Rear damage was noted in 24 cases, representing 11.7% of all reported damage locations. Side impacts, including passenger and driver side, collectively accounted for 56 instances.
Most Damaged Area
"Other" combines 10 smaller categories (55 records): Driver side - middle (11), Rear - driver side corner (11), Passenger side - middle (8), Rear - passenger side corner (7), Passenger side - rear (5), Driver side - rear (5), Other (explain in narrative) (3), Undercarriage (3), Non-collision/no damage (1), Cargo loss (1).
Source: Iowa Crash Data · ArcGIS Open Data · 2015-01-01 to 2015-12-31 · Vehicle unit records
Crashes by City
In Adair County, the city of Adair recorded the highest number of crashes with 19 incidents. Stuart followed with 12 crashes, and Greenfield reported 6 crashes. These three municipalities account for the majority of crashes within the county's cities.
Crashes by City
Source: Iowa Crash Data · ArcGIS Open Data · 2015-01-01 to 2015-12-31 · Crash-level records
Paved vs Unpaved Road
The majority of crashes, 168 incidents, occurred on paved roadways in Adair County. However, 15 crashes, representing 8.2% of the total, took place on unpaved surfaces. This highlights the presence of crashes on the county's gravel secondary-road network.
Paved vs Unpaved Road
Source: Iowa Crash Data · ArcGIS Open Data · 2015-01-01 to 2015-12-31 · Crash-level records
Roadway Contributing Factor
Surface conditions, such as wet or icy roads, were the most frequently cited roadway factor, contributing to 35 crashes. Work zones were a factor in 3 crashes, and debris on the roadway contributed to 1 crash. These factors represent a minority of crashes, as most incidents did not have an apparent roadway contributor.
Roadway Contributing Factor
Source: Iowa Crash Data · ArcGIS Open Data · 2015-01-01 to 2015-12-31 · Crash-level records
Driver Condition
Among drivers with reported conditions other than 'apparently normal,' 'Asleep/fatigued' and 'Under the influence of alcohol' were the most frequent, each accounting for 11 instances. Other less common conditions included 'Emotional,' 'Illness/fainted,' and 'Paraplegic/wheelchair restricted,' each noted in 1 instance. These conditions represent a small portion of all drivers involved in crashes.
Driver Condition
Source: Iowa Crash Data · ArcGIS Open Data · 2015-01-01 to 2015-12-31 · Crash-level records
Property Damage
The largest proportion of crashes, 122 incidents (66.7%), resulted in estimated property damage costs between $1,500 and $7,500. High-damage crashes, with costs exceeding $25,000, occurred in 10 incidents, representing 5.5% of all crashes. Only 4 crashes had property damage estimated under $1,500.
Property Damage
Source: Iowa Crash Data · ArcGIS Open Data · 2015-01-01 to 2015-12-31 · Crash-level records
Manner of Collision
The dominant crash pattern in Adair County was 'Non-collision (single vehicle),' accounting for 121 incidents or 66.1% of all crashes. 'Rear-end (front to rear)' collisions were the second most common, with 24 incidents (13.1%). 'Sideswipe, same direction' incidents also occurred frequently, totaling 17 crashes (9.3%).
Manner of Collision
Source: Iowa Crash Data · ArcGIS Open Data · 2015-01-01 to 2015-12-31 · Crash-level records
Pre-Crash Driver Action
The most common pre-crash action reported for vehicles was 'Movement essentially straight,' accounting for 161 instances. Other notable actions included 'Stopped in traffic,' 'Negotiating a curve,' and 'Legally Parked,' each reported in 7 instances. This indicates that a large number of crashes occurred while vehicles were traveling straight.
Pre-Crash Driver Action
Showing top 9 of 14 reported. 5 additional (16 total) not shown: Turning right, Turning left, Entering traffic lane (merging), Backing, Illegally Parked/Unattended.
Source: Iowa Crash Data · ArcGIS Open Data · 2015-01-01 to 2015-12-31 · Vehicle unit records
Person Type
Drivers constituted the overwhelming majority of persons involved in crashes, with 288 individuals, representing 95.7% of all persons. Passengers accounted for 13 individuals, making up 4.3% of the total. No pedestrians or cyclists were listed among the person types.
Person Type
Source: Iowa Crash Data · ArcGIS Open Data · 2015-01-01 to 2015-12-31 · Crash-level records
Person Injury Severity
Among the 57 persons for whom injury severity was recorded, there were 7 serious injuries (A), 23 minor injuries (B), and 26 possible injuries (C). In total, 56 persons sustained some level of injury. No fatalities were recorded at the person level, aligning with the overall fatality count.
Person Injury Severity
Source: Iowa Crash Data · ArcGIS Open Data · 2015-01-01 to 2015-12-31 · Crash-level records
Vehicles Per Crash
A significant majority of crashes, 130 incidents, were single-vehicle events, representing 71.0% of all crashes. Two-vehicle crashes accounted for 48 incidents. There were also a few multi-vehicle incidents, including one crash involving 4 vehicles and another involving 5 vehicles.
Vehicles Per Crash
Source: Iowa Crash Data · ArcGIS Open Data · 2015-01-01 to 2015-12-31 · Crash-level records
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: 2015-01-01 through 2015-12-31
- Report generated: September 9, 2026
Data Coverage
- Reporting period: 2015-01-01 through 2015-12-31 (365 days)
- Geographic scope: iowa, IA
- Total crash records analyzed: 183
- Total persons involved: 301
- Total vehicles involved: 244
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: 2015." Published September 9, 2026. Reporting period: 2015-01-01 to 2015-12-31. Data source: Iowa Crash Data, ArcGIS Open Data. Available at: https://thatcarhitme.com/crash-data/iowa/statewide/2015-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: Iowa Crash Data · ArcGIS
Period: 2015-01-01 – 2015-12-31
Generated: September 9, 2026 · All rights reserved