Laws & Penalties leads broadly measured road-rule categories, with a 37% wrong-answer rate across 34 qualifying jurisdictions.
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Updated: Jul 10, 2026, 11:31 PM GMT+0000
America's Road Rules Confusion Index
A current 30-day public data report built from aggregate state-level practice-answer data, showing where permit-test confusion clusters by state, topic, and rule category.
What the Confusion Score means
The score is a 0-100 concentration index, not a grade. It uses a jurisdiction's highest wrong-answer category and its next two weakest categories. Higher scores mean learner mistakes are clustering around the same road-rule topics. For licensing-process friction, use the Permit Test Difficulty by State report.
Key findings from the current data window
Five publishable facts from the current 30-day window
These are written as attribution-ready notes so a reporter can copy a finding, localize it, and cite the index without reverse-engineering the dashboard.
Important editorial note
The Confusion Score measures learner permit-test knowledge gaps, not crash risk, road skill, or whether a state has bad drivers.
Florida currently has the highest state Confusion Score at 49.7/100. The current median among ranked jurisdictions is 38.0/100.
Texas ranks #17 nationally; its top confusion area is Laws & Penalties.
The leading categories point to applied rule interpretation, including laws & penalties.
The Confusion Score measures learner permit-test knowledge gaps, not crash risk, road skill, or whether a state has bad drivers.
Laws & Penalties leads broadly measured categories: 37% wrong-answer rate across 34 qualifying jurisdictions.
The median Confusion Score among ranked jurisdictions. Use it as the national comparison point, not the highest-state score.
All 50 states and the District of Columbia are eligible; only jurisdictions with enough aggregate answer data are included.
Aggregate practice answers in the last 30 days across state-level data.
State score map
A quick visual scan of where confusion concentrates
This tile map uses the Confusion Score for each ranked jurisdiction. Darker warm colors mean learner mistakes are more concentrated around a few road-rule topics.
FL 49.7 OH 49.2 TN 48.1 CT 46.8 WI 43.4 ND 43.0 VT 42.0 MT 41.3 DC 41.0 GA 40.4 OR 40.4 NY 40.4 SD 40.1 MA 39.9 NC 39.6 RI 39.5 TX 39.4 LA 39.3 NM 38.9 NH 38.8 NE 38.8 MO 38.4 UT 38.4 IA 38.3 AL 38.2 WY 38.0 MS 37.9 KY 37.9 OK 37.7 SC 37.5 DE 36.6 AK 36.4 HI 36.3 VA 35.6 WV 35.2 AZ 35.0 ID 34.9 IL 34.8 AR 34.7 CO 33.8 PA 33.8 WA 33.7 ME 33.7 NV 33.2 MN 32.9 MI 32.9 IN 32.8 MD 32.5 KS 32.1 NJ 30.2 CA 27.0
Lower Moderate Elevated Higher concentration
National snapshot
Which rule categories learners miss most
Each row shows the wrong-answer rate plus coverage. Broad coverage means 25+ qualifying jurisdictions; limited coverage should be treated as an observed signal, not the national headline.
Topic miss rates by coverage
Laws & PenaltiesBroad coverage, 34 jurisdictions
37%
Stop & Yield SignsLimited coverage, 4 jurisdictions
37%
Adverse ConditionsModerate coverage, 16 jurisdictions
33.7%
IntersectionsLimited coverage, 6 jurisdictions
33.3%
Impaired & Distracted DrivingLimited coverage, 8 jurisdictions
33.2%
Highest state scores
Florida
49.7
Ohio
49.2
Tennessee
48.1
Connecticut
46.8
Wisconsin
43.4
#1
Laws & Penalties
37% peak 52.8% #2
Stop & Yield Signs
37% peak 47.6% #3
Adverse Conditions
33.7% peak 41% #4
Intersections
33.3% peak 34.8% #5
Impaired & Distracted Driving
33.2% peak 42.4% #6
Parking
32.5% peak 38.6% #7
Sharing the Road
32.1% peak 37.9% #8
Lane Changes & Passing
31.8% peak 41.8%Linkable rankings
Lists that turn the dataset into story angles
Short ranked lists are easier for local newsrooms to cite, chart, and compare than a full dashboard.
Use this when the story is where learner mistakes cluster most strongly.
- Florida: 49.7/100, Laws & Penalties
- Ohio: 49.2/100, Laws & Penalties
- Tennessee: 48.1/100, Laws & Penalties
- Connecticut: 46.8/100, Stop & Yield Signs
- Wisconsin: 43.4/100, Laws & Penalties
- North Dakota: 43.0/100, Laws & Penalties
- Vermont: 42.0/100, Yielding to Others
- Montana: 41.3/100, Laws & Penalties
- District of Columbia: 41.0/100, Lane Changes & Passing
- Georgia: 40.4/100, Traffic Signals
Careful framing: these are lower learner knowledge-gap scores, not better drivers.
- California: 27.0/100, Yielding to Others
- New Jersey: 30.2/100, Sharing the Road
- Kansas: 32.1/100, Pavement Markings
- Maryland: 32.5/100, Impaired & Distracted Driving
- Indiana: 32.8/100, Laws & Penalties
- Michigan: 32.9/100, Adverse Conditions
- Minnesota: 32.9/100, Turning & U-Turns
- Nevada: 33.2/100, Parking
- Maine: 33.7/100, Parking
- Washington: 33.7/100, Laws & Penalties
Use this when the story needs the largest 30-day learner sample.
- California: 43,396 learners, Yielding to Others
- North Carolina: 21,315 learners, Adverse Conditions
- Ohio: 19,117 learners, Laws & Penalties
- New York: 16,970 learners, Adverse Conditions
- Illinois: 16,164 learners, Turning & U-Turns
- Florida: 13,274 learners, Laws & Penalties
- Massachusetts: 13,151 learners, Laws & Penalties
- Minnesota: 12,640 learners, Turning & U-Turns
- Tennessee: 12,561 learners, Laws & Penalties
- Missouri: 11,606 learners, Impaired & Distracted Driving
State-specific drilldown
Localize the story for any state
Choose a state to get a source-ready lede, chart-ready rows, top confusion categories, rank, sample size, and live activity.
Rank #1
Florida learners are most confused by Laws & Penalties.
49.7Confusion Score
52.7%wrong-answer rate, top topic
13Klearners last 30 days
26Ktests completed, 30 days
82studying now
6PMpeak study hour
Wednesdaypeak study day
648Kquestions answered, 30 days
Quick local hookFlorida learners missed laws & penalties most often, with a 52.7% wrong-answer rate in that topic.
Why readers careThis shows what learners misunderstand before the road test, not which state has better or worse drivers.
Source lineAggregated learner answer data from Driving-Tests.org, refreshed before page render.
Top-topic denominator Topic-level denominator is not available in the current data layer for Florida; use the state-level sample of 647,618 practice answers as context.
So what?
Why laws and penalties matter
This is the gap between knowing a rule and knowing the consequence. It gives reporters a way to connect permit-test confusion to fines, points, suspensions, and enforcement moments readers already recognize.
Good local hooks include teen-driver restrictions, school-zone penalties, DUI/BAC consequences, and point systems that affect insurance or license status.
Category context
Fines and points penalties, point systems, and repeat-offense consequences
Suspensions and restrictions license holds, permit limits, and teen-driver rules
DUI/BAC and high-risk violations alcohol limits, implied consent, work zones, and school zones
Top local confusion points
- Laws & Penalties52.7%
- Sharing the Road37.9%
- Pavement Markings35.3%
- Lane Changes & Passing32.6%
- Emergency Vehicles30.1%
Florida learner drivers were most likely to stumble on "Laws & Penalties", according to America's Road Rules Confusion Index from Driving-Tests.org. The state posted a Confusion Score of 49.7 out of 100 and ranked #1 nationally. Topic-level denominator is not available in the current data layer for Florida; use the state-level sample of 647,618 practice answers as context. The 30-day state sample included 13,274 learners and 647,618 practice answers.
Compare states
Put a local result next to a neighbor or national leader
Many local stories need a comparison: state vs. state, state vs. neighbor, or state vs. the current national leaders.
All-state data table
Every ranked jurisdiction in one visible table
Use this table for fact-checking before copying the CSV. Rows include rank, score, top category, wrong-answer rate, state-level sample, eligibility status, and study rhythm.
| Rank | Jurisdiction | Confusion Score | Top category | Wrong-answer rate | State sample | Coverage status | Study rhythm |
|---|---|---|---|---|---|---|---|
| #1 | Florida FL | 49.7/100 | Laws & Penalties | 52.7% | 647,618 answers 13,274 learners | Ranked Threshold met | 6PM hour Wednesday |
| #2 | Ohio OH | 49.2/100 | Laws & Penalties | 52.8% | 781,960 answers 19,117 learners | Ranked Threshold met | 6PM hour Wednesday |
| #3 | Tennessee TN | 48.1/100 | Laws & Penalties | 50.5% | 547,873 answers 12,561 learners | Ranked Threshold met | 6PM hour Wednesday |
| #4 | Connecticut CT | 46.8/100 | Stop & Yield Signs | 47.6% | 154,320 answers 3,907 learners | Ranked Threshold met | 5PM hour Wednesday |
| #5 | Wisconsin WI | 43.4/100 | Laws & Penalties | 45.5% | 184,653 answers 4,761 learners | Ranked Threshold met | 5PM hour Wednesday |
| #6 | North Dakota ND | 43.0/100 | Laws & Penalties | 46.1% | 111,787 answers 2,292 learners | Ranked Threshold met | 6PM hour Thursday |
| #7 | Vermont VT | 42.0/100 | Yielding to Others | 42.5% | 31,375 answers 649 learners | Ranked Threshold met | 8PM hour Thursday |
| #8 | Montana MT | 41.3/100 | Laws & Penalties | 43.1% | 59,431 answers 1,368 learners | Ranked Threshold met | 8PM hour Wednesday |
| #9 | District of Columbia DC | 41.0/100 | Lane Changes & Passing | 41.8% | 43,980 answers 1,050 learners | Ranked Threshold met | 5PM hour Wednesday |
| #10 | Georgia GA | 40.4/100 | Traffic Signals | 42.2% | 226,834 answers 6,144 learners | Ranked Threshold met | 5PM hour Wednesday |
| #11 | Oregon OR | 40.4/100 | Pavement Markings | 42% | 148,329 answers 3,329 learners | Ranked Threshold met | 8PM hour Wednesday |
| #12 | New York NY | 40.4/100 | Adverse Conditions | 41% | 615,878 answers 16,970 learners | Ranked Threshold met | 4PM hour Wednesday |
| #13 | South Dakota SD | 40.1/100 | Laws & Penalties | 41.9% | 80,891 answers 1,618 learners | Ranked Threshold met | 8PM hour Wednesday |
| #14 | Massachusetts MA | 39.9/100 | Laws & Penalties | 41.4% | 532,134 answers 13,151 learners | Ranked Threshold met | 5PM hour Wednesday |
| #15 | North Carolina NC | 39.6/100 | Adverse Conditions | 40.2% | 917,822 answers 21,315 learners | Ranked Threshold met | 5PM hour Wednesday |
| #16 | Rhode Island RI | 39.5/100 | Pavement Markings | 40.7% | 49,097 answers 1,215 learners | Ranked Threshold met | 12AM hour Wednesday |
| #17 | Texas TX | 39.4/100 | Laws & Penalties | 40.7% | 412,042 answers 7,645 learners | Ranked Threshold met | 8PM hour Wednesday |
| #18 | Louisiana LA | 39.3/100 | Pavement Markings | 40.5% | 127,825 answers 3,004 learners | Ranked Threshold met | 6PM hour Thursday |
| #19 | New Mexico NM | 38.9/100 | Laws & Penalties | 39% | 60,134 answers 1,260 learners | Ranked Threshold met | 7PM hour Wednesday |
| #20 | New Hampshire NH | 38.8/100 | Laws & Penalties | 40.9% | 90,434 answers 1,829 learners | Ranked Threshold met | 3PM hour Wednesday |
| #21 | Nebraska NE | 38.8/100 | Adverse Conditions | 40% | 44,423 answers 1,333 learners | Ranked Threshold met | 6PM hour Wednesday |
| #22 | Missouri MO | 38.4/100 | Impaired & Distracted Driving | 39.4% | 441,074 answers 11,606 learners | Ranked Threshold met | 5PM hour Wednesday |
| #23 | Utah UT | 38.4/100 | Laws & Penalties | 39% | 124,291 answers 3,073 learners | Ranked Threshold met | 8PM hour Thursday |
| #24 | Iowa IA | 38.3/100 | Lane Changes & Passing | 39.1% | 64,076 answers 1,551 learners | Ranked Threshold met | 5PM hour Wednesday |
| #25 | Alabama AL | 38.2/100 | Parking | 38.6% | 291,327 answers 7,485 learners | Ranked Threshold met | 4PM hour Wednesday |
| #26 | Wyoming WY | 38.0/100 | Adverse Conditions | 39.1% | 96,753 answers 1,591 learners | Ranked Threshold met | 6PM hour Thursday |
| #27 | Mississippi MS | 37.9/100 | Pavement Markings | 39% | 311,785 answers 7,912 learners | Ranked Threshold met | 7PM hour Wednesday |
| #28 | Kentucky KY | 37.9/100 | Yielding to Others | 38.5% | 414,642 answers 9,920 learners | Ranked Threshold met | 4PM hour Wednesday |
| #29 | Oklahoma OK | 37.7/100 | Laws & Penalties | 39% | 185,885 answers 4,424 learners | Ranked Threshold met | 8PM hour Thursday |
| #30 | South Carolina SC | 37.5/100 | Speed & Regulatory Signs | 38.5% | 292,448 answers 7,580 learners | Ranked Threshold met | 6PM hour Wednesday |
| #31 | Delaware DE | 36.6/100 | Emergency Vehicles | 37.4% | 29,052 answers 733 learners | Ranked Threshold met | 12PM hour Wednesday |
| #32 | Alaska AK | 36.4/100 | Emergency Situations | 37.3% | 24,647 answers 587 learners | Ranked Threshold met | 10PM hour Thursday |
| #33 | Hawaii HI | 36.3/100 | Adverse Conditions | 36.9% | 88,433 answers 1,670 learners | Ranked Threshold met | 12AM hour Wednesday |
| #34 | Virginia VA | 35.6/100 | Lane Changes & Passing | 37% | 261,561 answers 7,608 learners | Ranked Threshold met | 12AM hour Wednesday |
| #35 | West Virginia WV | 35.2/100 | Emergency Situations | 35.7% | 156,561 answers 3,564 learners | Ranked Threshold met | 5PM hour Wednesday |
| #36 | Arizona AZ | 35.0/100 | Laws & Penalties | 35.1% | 83,320 answers 2,264 learners | Ranked Threshold met | 9PM hour Wednesday |
| #37 | Idaho ID | 34.9/100 | Yielding to Others | 36.8% | 89,112 answers 2,007 learners | Ranked Threshold met | 5PM hour Wednesday |
| #38 | Illinois IL | 34.8/100 | Turning & U-Turns | 36% | 660,895 answers 16,164 learners | Ranked Threshold met | 4PM hour Wednesday |
| #39 | Arkansas AR | 34.7/100 | Lane Changes & Passing | 35.4% | 194,812 answers 4,781 learners | Ranked Threshold met | 7PM hour Wednesday |
| #40 | Colorado CO | 33.8/100 | Lane Changes & Passing | 34.6% | 240,258 answers 5,992 learners | Ranked Threshold met | 7PM hour Wednesday |
| #41 | Pennsylvania PA | 33.8/100 | Impaired & Distracted Driving | 34.2% | 317,078 answers 7,192 learners | Ranked Threshold met | 5PM hour Wednesday |
| #42 | Washington WA | 33.7/100 | Laws & Penalties | 34.7% | 472,243 answers 9,826 learners | Ranked Threshold met | 8PM hour Wednesday |
| #43 | Maine ME | 33.7/100 | Parking | 34.5% | 47,273 answers 1,040 learners | Ranked Threshold met | 5PM hour Monday |
| #44 | Nevada NV | 33.2/100 | Parking | 33.7% | 199,035 answers 4,717 learners | Ranked Threshold met | 9PM hour Wednesday |
| #45 | Minnesota MN | 32.9/100 | Turning & U-Turns | 33.8% | 580,613 answers 12,640 learners | Ranked Threshold met | 5PM hour Wednesday |
| #46 | Michigan MI | 32.9/100 | Adverse Conditions | 33% | 344,342 answers 8,545 learners | Ranked Threshold met | 3PM hour Wednesday |
| #47 | Indiana IN | 32.8/100 | Laws & Penalties | 33% | 406,349 answers 11,007 learners | Ranked Threshold met | 6PM hour Thursday |
| #48 | Maryland MD | 32.5/100 | Impaired & Distracted Driving | 32.9% | 213,529 answers 5,648 learners | Ranked Threshold met | 7PM hour Wednesday |
| #49 | Kansas KS | 32.1/100 | Pavement Markings | 32.6% | 235,020 answers 5,282 learners | Ranked Threshold met | 6PM hour Wednesday |
| #50 | New Jersey NJ | 30.2/100 | Sharing the Road | 30.9% | 468,854 answers 8,605 learners | Ranked Threshold met | 4PM hour Wednesday |
| #51 | California CA | 27.0/100 | Yielding to Others | 27.4% | 1,850,317 answers 43,396 learners | Ranked Threshold met | 8PM hour Wednesday |
Press kit
Reporter-ready exports and visuals
Use the CSV for newsroom charts, the state brief for copy, and the SVG visuals when a producer needs a quick graphic.
All-state CSV
Copy every state row with rank, Confusion Score, top topic, wrong-answer rate, denominator fields, sample size, and study rhythm.
Rankingjurisdiction, rank, Confusion Score, top missed topic, top-topic wrong-answer rate
Denominatortop-topic eligible answers, wrong answers, estimated flag, and category sample status
Scalelearners, questions answered, and completed tests in the last 30 days
Timingoptional live activity, peak study hour, and peak study day
State press card
A lightweight SVG card for the selected state. It can be pasted into a CMS, converted to an image, or sent to a producer.
National SVG chart
A ready-to-embed visual that combines the highest Confusion Scores with topic coverage, so the national story does not depend on one isolated percentage.
Citation and attribution
Give editors the source line, link, and HTML attribution exactly as they should appear in a story.
Source line
Source: Driving-Tests.org America's Road Rules Confusion Index, updated Jul 10, 2026, 11:31 PM GMT+0000. Link: https://driving-tests.org/road-rules-confusion-index/
Canonical URL
https://driving-tests.org/road-rules-confusion-index/
HTML attribution
Source: <a href="https://driving-tests.org/road-rules-confusion-index/">Driving-Tests.org America's Road Rules Confusion Index</a>
AP-style source line
Source: Driving-Tests.org analysis of aggregate learner permit-test practice answers, updated Jul 10, 2026, 11:31 PM GMT+0000.
Story angles by beat
Make the data easy to assign
Different reporters need different entry points. These prompts turn the same dataset into local, education, and safety stories.
What learner drivers in your state miss most, how the state compares nationally, and what parents of teen drivers should review before permit season.
Which rule categories are hardest before licensing, and where handbook comprehension may be weakest before learners move from study mode to the road.
Knowledge gaps around yielding, school buses, adverse conditions, emergency vehicles, penalties, and other rules that require judgment in traffic.
About the source
What is Driving-Tests.org?
Driving-Tests.org is a US driver education resource from Elegant E-Learning. The site helps learner drivers prepare for state-specific permit tests, CDL exams, motorcycle tests, road signs, and driver's handbooks. It also includes Challenge Bank™, DMV Genie™, Exam Simulator, state manuals, and DMV office resources.
Andrei Zakhareuski
Founder of Driving-Tests.org. Provides industry context on learner-driver preparation and state permit-test trends.
Steven D. Litvintchouk
Editorial reviewer. Helps keep test explanations aligned with state source material and driver-education practice.
Media contact
For methodology questions, source clarification, or state-specific details, email info@driving-tests.org.
Snapshot status
Current edition and change tracking
The page stays live from the current aggregate data layer, while the template stores one monthly baseline automatically for defensible change tracking.
Current editionJuly 2026
Live 30-day report rendered from the current dataset.
Data windowJun 10, 2026 - Jul 10, 2026
Rolling learner-answer activity window.
Published timestampJul 10, 2026, 11:31 PM UTC
The on-page timestamp is converted to the visitor's local time.
Trend statusBaseline saved
This edition is stored automatically. Month-over-month movers appear after the next monthly snapshot exists.
| Edition | Data window | CSV | Notes |
|---|---|---|---|
| July 2026 | Jun 10, 2026 - Jul 10, 2026 | Download current CSV | Launch baseline - no month-over-month movement yet. |
Methodology
How the index is calculated
The index uses aggregate learner-answer outcomes and state-level activity data. No individual learner data is published.
Date range
2026-06-10/2026-07-10. The timestamp shown at the top of the page is converted to the visitor's local time in the browser.
Minimum sample threshold
A jurisdiction must have at least 1,000 eligible practice answers in the current 30-day window before it is ranked.
How learners are counted
Learner counts use aggregate state-level activity from permit-test practice sessions. No device IDs, profiles, or individual learner records are published.
How answers are counted
Answer counts are aggregate practice-answer outcomes grouped by state and road-rule category. Wrong-answer rates are calculated at the category level.
Topic denominator
When the category data layer exposes answer counts, the page publishes eligible answers and wrong answers for each state's top topic. If a wrong-answer count is not stored separately, the CSV marks it as estimated from the published rate.
Score formula
Confusion Score = top-category wrong-answer rate x 0.72 + average wrong-answer rate of the top three categories x 0.28.
Why topic coverage varies
Not every state has enough eligible answer data in every topic category. Topic rows are labeled by coverage: broad coverage is 25+ qualifying jurisdictions, moderate is 10-24, and limited is fewer than 10. The national lede uses the highest broad-coverage topic; limited-coverage topics are shown as observed signals.
Representativeness
The dataset reflects Driving-Tests.org learner practice behavior. It should not be treated as official DMV applicant behavior or official DMV pass/fail statistics.
What the score does not measure
The score does not measure crash risk, road skill, licensed-driver behavior, enforcement quality, or whether a state has good or bad drivers.
- Practice answers are grouped into stable topic categories such as signs, pavement markings, right of way, school buses, DUI/BAC, teen restrictions, CDL exam family, motorcycle safety, and state-specific exceptions.
- For each state, the page ranks the topics with the highest aggregate miss rates after minimum sample thresholds are met.
- The Confusion Score is a 0-100 index: 72% of the score comes from the top missed topic and 28% comes from the average of the top three missed topics, so one oddball topic does not fully define a state.
- Live learner pulse and state activity metrics come from the aggregate site activity layer and are refreshed outside this template.
- Exact proprietary answer text, individual learner records, device IDs, and user profiles are not included in the public dataset.
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