Driving Science · Research review · Guide 37

Young men, risk, and the worry gap

The stock explanation for why young men crash more is that they think they are invincible: they cannot see the danger the rest of us can. It is a tidy story, and it is the reason so many road-safety campaigns try to make them see it, usually by frightening them. This guide is about a study that complicates that story in a useful way. When researchers surveyed 2,681 young road users across nine European countries, Ireland among them, and asked young men and young women to rate their own chance of crashing, the two groups answered almost the same. Where they parted company was not in the rating but in the feeling attached to it: young men worried about that risk significantly less. That single dissociation, perception roughly equal, worry unequal, points to a very different fix from the one the invincibility story implies. Not more fear. More genuine, owned engagement with the risk. We will walk through what the study found, where it is thin, and why the fear-appeal evidence says the scare-them harder instinct is aimed at exactly the group it works least well on.

Source: Cordellieri et al. (2016), Frontiers in Psychology 2,681 young road users, 9 countries 📅 July 2026

Section 1

The study, and why it is decent but limited

Before a finding earns any weight, it is worth knowing exactly what was measured, on whom, and with what. This one has real strengths and real soft spots, and honesty about both is the point.

In 2016, Pierluigi Cordellieri and colleagues at Sapienza University of Rome published a study in Frontiers in Psychology that did something unusual for this field: instead of surveying one country, it pooled 2,681 young road users aged 18 to 22 from nine European countries, Italy, Austria, Bulgaria, Cyprus, Germany, Ireland, Latvia, Lithuania and Poland. The sample was 1,458 male (54.4%) and 1,223 female. Each person filled out standard scales: the Driving Attitudes Scale for attitudes toward rules, speeding and drink or drug driving, the Driver Behaviour Questionnaire for self-reported violations and errors, and two single questions on accident risk, one asking them to rate their own probability of a crash compared with people their own age, the other asking how worried they were about that possibility.

Now the honest qualifiers, because they change how you should read everything that follows. First, these are described as young road users, not all drivers. Participants were sorted into three groups, car drivers, motorcyclists and non-drivers, and the behaviour scales were adapted so that non-drivers answered about imagined or intended driving rather than logged experience. So the behaviour findings are partly about what young people say they would do, not only what they have done. Second, the two most important measures, risk and worry, are single items each on a ten-point scale, not multi-question instruments, which makes them blunter than the attitude scales. Third, Frontiers in Psychology is a respectable but mid-tier journal, and the study is cross-sectional self-report, so it can show associations, not causes. None of this sinks the work. It just means the headline is a signpost, not a verdict.

⚠️ The Irish detail you must not overclaim

Irish young people were among those surveyed, which is why this study is worth an Irish school's attention. But Ireland's subsample was n=105 and entirely female. With no Irish men in the sample, Ireland contributed nothing to the gender comparison and was excluded from every gender analysis in the paper. So this study supports no Irish male-versus-female finding of its own. When we talk about the gender gap below, it is a nine-country pattern with Ireland sitting out the comparison, not an Irish result.

One more piece of context from the paper's own introduction, because it guards against a misreading we are about to warn you off. The authors are explicit that young drivers as a group tend to underestimate their crash risk and overestimate their skill. That is the backdrop. So nothing here says young people, male or female, judge road risk perfectly. The finding is narrower and more interesting than that, and getting the wording exactly right is what the next two sections are for.

Section 2

The finding: same rating, different worry

The centre of the study is a dissociation between two things people usually lump together: how likely you think a bad outcome is, and how much you feel about it. In young men, those two came apart.

The researchers put the two risk items into a single analysis crossing gender with measure. Two results came out of it. On the first item, the rating of your own crash probability compared with people your age, young men and young women did not differ significantly. On the second item, worry about that same possibility, they differed sharply: young men were significantly less worried, F(1,2652)=115.552, p<0.001, with a moderate effect size, Cohen's d=0.42. The interaction that formalises the split, gender behaving differently across the two measures, was itself strong, F(1,2650)=101.546, p<0.001. In plain terms: asked to judge the odds, the sexes answered alike; asked how much it bothered them, the young men shrugged where the young women did not.

2,681young road users aged 18 to 22, across nine European countries
~0significant sex difference in the rating of one's own crash probability vs peers
d=0.42young men significantly less worried, a moderate gap (F(1,2652)=115.552, p<0.001)
Splitthe two sexes rated the risk alike but the worry differently: a strong gender-by-measure interaction (F(1,2650)=101.546, p<0.001)

⚠️ The single most important wording line in this article

The risk item is a comparative self-rating, not a test of what young men know about how dangerous driving is. So the finding is not that young men "see the danger exactly as clearly" or that their risk perception is "identical" to young women's in some deep sense. What the data support is precise and narrow: on this one comparative item, young men rated their own crash probability, relative to their peers, no differently from young women, but worried about it significantly less. Remember too that the paper's own introduction says young people generally underestimate risk. Equal ratings between the sexes does not mean either sex is well calibrated in absolute terms.

Why does a gap in worry, rather than in judgement, matter at all? Because worry and risk perception are not the same psychological thing, and the paper leans on two of its cited sources to say so. Sjöberg (1998), as cited by Cordellieri and colleagues, frames the distinction as emotion versus cognition: perceived risk is a cognitive assessment of vulnerability, while worry is the affective response to a threat. And Peters and colleagues (2006), also cited in the paper, reported that worry predicted precautionary intentions better than risk perception did. If that holds, then two people can hold the same cold estimate of danger and behave very differently, because one of them feels enough about it to act and the other does not. That is the mechanism the authors reach for. It is worth being clear that they reach for it as an idea, not a proof, which is exactly what the cross-examination takes up next.

The young men in this sample were not blind to the odds. On the one item that asked, they rated their own crash risk about the same as the young women did. What they carried less of was the worry that turns an estimate into a precaution.
Reading of Cordellieri et al. (2016), Frontiers in Psychology 7:1412

Section 3

The cross-examination

A neat finding invites neat conclusions, and most of them are wrong. Here are the three that get drawn most often, put on trial against the evidence, including the evidence the naive reading ignores.

⚖️ The claim

"Young men crash more because they just can't see the danger. They think they're invincible, so the job is to make them see how dangerous it is."

🔥 What the record shows

On the study's own comparative item, young men rated their crash probability no differently from young women. If they were simply blind to the risk, that rating should have been lower, and it was not. What differed was worry, not the estimate. So "they can't see it" is too strong for what this data shows: the more accurate statement is that the danger registers cognitively but carries less emotional weight for them. That is a different problem, and it does not have the same solution as pure ignorance.

✅ Where it lands

Partly wrong. Young people as a group do under-rate risk, the paper says so, and inexperience is a large part of the story we cover elsewhere. But the male-female difference in this study is not a difference in seeing the danger. It is a difference in worrying about it. Framing the whole problem as a perception deficit misses the emotional-engagement gap that this study actually found.

⚖️ The claim

"Fine. If unworried young men crash more, then frighten them. Show them the wreck, the funeral, the wheelchair. Make them worry."

🔥 What the record shows

This is the instinct the evidence contradicts most cleanly. A meta-analysis of 13 experimental studies, roughly 3,044 people, by Carey, McDermott and Sarma (2013) found that threat appeals produced a large rise in fear, r=.64, but no significant effect on driving behaviour, r=.03, p=.17. Worse for the instinct: the authors report that studies using male-only samples showed particularly weak effects, and conclude that young men are simultaneously the group most at risk and the group "most resilient to threat appeals". Reviews of the wider literature go further, describing cases reported in the review summaries (which we could not verify against the original studies) in which fear framing produced the opposite of the intended behaviour: young men driving faster after a frightening film, or reporting more intention to drive distracted after anti-distraction fear ads. The mechanism is defensive processing: high-fear messages that implicitly attack a young man's self-image as a skilled driver tend to be rejected, "that won't be me", rather than absorbed.

✅ Where it lands

Wrong, and usefully so. Fear reliably changes how people feel, not how they drive, and its weakest results are concentrated in young men. The honest refinement, from Carey and Sarma (2016), is that a strong threat combined with a clear, doable coping action can nudge young men's speed choice, so the active ingredient is the sense that you can actually do something, not the fear itself. "Fear without a way to act does nothing" is the defensible line, not "fear always backfires".

⚖️ The claim

"So it's just a young-man problem. Women are the safe ones."

🔥 What the record shows

The gender gaps here are real but they are moderate averages over widely overlapping distributions, not two separate species. A d around 0.4 to 0.6 means the groups differ on average while an enormous number of individuals from each overlap the other. Plenty of young women score high on violations, plenty of young men score low. And the direction of travel is not fixed: the paper cites Kelley-Baker and Romano (2010) reporting that women's involvement in fatal crashes has been rising in the US while men's falls, and that many skill-related gender differences shrink or vanish once alcohol is controlled for. The study also undercuts the old tidy split of "men violate, women err": here young men reported more of both violations and inattention errors.

✅ Where it lands

Half right at most. There is a genuine average difference, and young men are over-represented in serious crashes in Ireland and internationally. But treating this as a fixed male essence is wrong on the evidence: the gaps are averages with heavy overlap, the female trend is moving, and none of it licenses either lecturing young men or ignoring young women.

🔬 Worry is not the same as fear, and that distinction carries the whole argument

The reason "don't scare them" and "help them worry productively" are not a contradiction is that worry and fear are different processes. Fear, in the psychological literature, is acute, tied to a present or imminent threat, and fires a fight-or-flight arousal response. Worry, in the classic definition from Borkovec, Ray and Stöber (1998), is cognitive and future-oriented: a chain of thoughts about what could go wrong, anticipatory rather than alarmed. A scare campaign manufactures acute fear in a cinema seat. What the crash-involved young man was missing on the road weeks earlier was the quieter, forward-looking concern that would have had him lift off before the bend. You cannot install the second by maximising the first.

Section 4

The attitudes and behaviour behind the worry gap

The worry finding does not sit alone. The same study measured attitudes and self-reported behaviour, and those results set the scene, in effect sizes worth reading as magnitudes and directions rather than exact numbers.

Alongside the risk items, the study found a consistent set of attitude and behaviour gaps, all significant across the pooled sample. A note on how we report them: the paper prints Cohen's d values, but the signs of those d values are internally inconsistent in the tables, so we describe each gap by its magnitude and direction in words and give the d only as a size. Two of the country-level tables also contain obvious typographical errors, values like d = -5.94 that cannot be real effect sizes, so we do not quote any per-country d at all and describe the cross-country pattern qualitatively instead.

MeasureWhich group scored higherEffect size (magnitude)
Negative attitude toward traffic rulesYoung men more negative toward the rulesModerate, d ≈ 0.52
Tolerance toward speedingYoung men more tolerant of speedingModerate, d ≈ 0.53
Opposition to drink and drug drivingYoung women more strongly opposedModerate, d ≈ 0.44
Self-reported driving violationsYoung men reported moreModerate to large, d ≈ 0.65
Errors in inattentive drivingYoung men reported moreSmall to moderate, d ≈ 0.37

Two things in that table deserve a second look. First, the drink-and-drug result runs the other way to the rest: young women were the group more firmly opposed to driving impaired, which lines up with the paper's cited evidence that women are less involved in alcohol-related crashes. Second, and more interesting, young men reported more inattention errors as well as more violations. The neat old textbook division, in which men deliberately break rules while women make honest mistakes, does not survive this data. Here the young men were higher on both. That matters because it means the young-male pattern is not simply "rule-breaking by choice"; some of it looks like less careful driving overall, which is not something a poster about consequences addresses.

On geography, the paper is careful, and so should we be. The anti-rule attitude gap was significant in all eight analysable countries, Ireland excluded for having no men in its sample, which makes it the study's most strongly supported cross-cultural finding. The speeding-tolerance and drink-driving gaps, by contrast, were not significant everywhere. The authors read that as culture and policy showing through: how much young men out-tolerate young women on speeding or drink driving depends on the country's drinking norms and enforcement, not just on being young and male. So even the sturdiest part of this study comes with a reminder that context does a lot of the work.

Section 5

What actually helps: engagement, not fear

If the gap is in owned concern rather than in knowledge, and if fear is the least effective lever on this group, then the practical turn has to be about building genuine engagement with the risk. Here is what the evidence supports, and what it does not.

Start with the distinction that keeps this honest. The kind of concern worth building is internally owned and forward-looking: a young driver who has genuinely thought through what could go wrong on this road, at this speed, with these passengers, and acts on it before anything happens. That is worlds away from a shock imposed from outside in a thirty-second ad. Sweeny (2017), reviewing what she calls functional worry, argues that a moderate, action-oriented concern is protective: it cues that a situation is serious, keeps the risk in mind, and motivates people to reduce it, and it predicts more health-protective behaviour such as cancer screening. She also describes an inverted-U: too little worry leaves the over-confident young driver taking no precaution, but too much tips into paralysis and avoidance. The goal is never to maximise negative emotion. It is to move someone from too little concern to about the right amount, and no further.

🧪 The levers with the strongest evidence, in order of how well they are supported

Graduated licensing is the best-evidenced policy lever. A Cochrane review (Russell, Vandermeer and Hartling, 2011) found every included study reported crash reductions, with a median first-year drop around 31% in overall crashes among 16-year-olds. It works by structurally controlling exposure, supervised practice, night and passenger limits, which is the opposite lever from frightening anyone. The honest caveat is that some of the gain reflects simply driving less, and the review could not isolate which components did the work.

Hazard-perception and anticipation training is promising and skill-building. It reliably improves the underlying skill and some real-world behaviours, with online courses cutting rates of heavy braking, speeding and over-revving in everyday driving. The honest caveat is that transfer to actual crash reduction is not settled, and formal driver training as a whole shows roughly no crash reduction in Cochrane evidence, so we present this as skill-building, not a proven crash-cutter. Our own hazard-perception material is built on this line of work.

Positive and social-norm messaging tends to beat threat framing. Correcting the false belief that risky driving is normal or admired has reduced drink and distracted driving among young adults, and positively framed messages using humour, empathy and role-modelling are increasingly evidenced to outperform scare tactics, which young people often read as condescending. Message design should differ for young men and young women, so there is no single recipe.

Target self-regulation, not fear. Because the young-male pattern is driven by over-confidence and low emotional engagement rather than by not knowing the danger, the promising lever is honest feedback and calibration that narrows the gap between how good someone thinks they are and how good they are. This is the theme of our why drivers really crash guide and the calibration work it draws on.

For a parent or an instructor, the translation is practical. The worry gap is not closed by a lecture about death, which this group is unusually good at deflecting. It is closed by putting a young driver in situations where the risk becomes real and owned: unhurried commentary drives where they say aloud what could go wrong and when they would act, honest debriefs after a near-miss instead of a telling-off, structured practice against the learner logbook, and calm exposure to the conditions, wet nights, tired evenings, a car full of mates, that the statistics single out. That is engagement, and it is what our teen and novice drivers guide covers for the developing brain and the parent's role, and what our careless or clueless review covers for the underlying mechanism. If you are a parent weighing up how to set your young driver up well, our page for parents and sponsors is the next step.

💡

The parent and instructor version, in one line: you are not trying to scare a young man into worrying. You are trying to make the risk real enough, and personal enough, that he engages with it himself, and then giving him the skills and feedback that make that concern turn into better driving rather than into anxiety. Fear is a poster. Engagement is a passenger seat.

Section 6

Where Ireland actually sits

The study sat Ireland out of its gender comparison, but the Irish over-representation of young male drivers is real and separately documented. Here is what the clean figures do and do not say.

The strongest clean Irish figure comes from the RSA via a parliamentary question, reported in May 2026: from the start of 2024 to 20 May 2026 there were 101 road deaths in collisions involving a male driver aged 16 to 25, 39 in 2024, 47 in 2025 and 15 in 2026 to late May. In 2025 those deaths made up 26% of the 179 fatalities recorded by Gardaí that year. Read the metric carefully: this counts deaths in collisions involving a young male driver, victims of any age, not deaths of young men. Of the 2025 young-male-driver-involved deaths, 22 were the drivers themselves, 13 passengers, 8 pedestrians, 1 motorcyclist and 3 cyclists. The RSA's framing is qualitative but consistent: of roughly 190 deaths in 2025, about 74% were male, the 16-to-25 band is the highest-risk group, and young men in their twenties are over-represented, typically on rural roads, which the RSA attributes to overconfidence and a sense of invincibility.

⚠️ Two different "26%", and why you must not merge them

Our own Driving Science hub cites that 26% of Irish road fatalities in 2023 were people aged 16 to 25, deaths of that age group. The fresh RSA figure above is that 26% of 2025's total deaths occurred in collisions involving a male driver aged 16 to 25, victims of any age or sex. Same number, different metric, different year. Presenting the two together as a trend would be wrong. And Ireland does not publish a clean per-kilometre young-male crash rate, so the international "two to four times" multipliers on our other pages stay explicitly international, not Irish.

The 2025 total itself is provisional and reported inconsistently, 179 in the Garda figure, higher in some RSA and news reports, so treat it as roughly 180 to 190. Ireland's Road Safety Strategy 2021 to 2030 targets fewer than 72 deaths a year by 2030.

One place the worry gap connects to Irish rules cleanly is the novice period. A driver is a novice for the first two years of holding a full licence, must display red N plates front and rear for those two years, and is held to a tighter penalty-point threshold: seven points in three years brings an automatic six-month disqualification for learner and novice drivers, against twelve for experienced ones, and the drink-drive limit is the stricter 20mg per 100ml. Those first months after the test are statistically the most dangerous stretch a driver ever has, which is exactly when engagement matters most and a false sense of having "passed, so I'm good now" is most costly. Our guide to N-plate and novice rules sets out the full detail, and any precise fine should be checked against the live RSA page, since legal amounts change.

Section 7

What this evidence cannot tell you

We put our own conclusions on trial, and a finding we find useful gets no free pass. This one has several genuine soft edges, and the practical turn we drew from it is itself partly inference.

🧪 The honest small print

It is self-report, and no crashes were measured. The study measured attitudes, imagined or self-reported behaviour, a risk rating and a worry rating. It did not track anyone's actual collisions. So the worry gap is a finding about what young people report feeling, not a demonstrated cause of crashes.

The worry-explains-crashes idea is the authors' hypothesis, not a result. The paper says the worry gap "could explain" the crash-rate gap between the sexes. It measured no crashes and cannot show that it does. Treat worry-explains-crashes as a reasoned hypothesis supported by cited work (Peters et al. 2006; Sjöberg 1998), not as a proven causal chain.

The key measures are single items. Risk and worry were one question each. Single items are blunter and noisier than multi-question scales, and a comparative "versus people your age" rating is not a measure of absolute risk knowledge.

They are road users, not all drivers. The sample included non-drivers answering about imagined driving, so some of the behaviour signal is intention rather than logged experience.

Ireland's subsample was all female. Ireland contributed no gender comparison and was excluded from the gender analyses. Nothing here is an Irish male-versus-female finding.

The published effect sizes have sign errors, and the country tables have typos. The printed Cohen's d signs are internally inconsistent, and per-country values like -5.94 are impossible, so we reported magnitudes and directions in words and avoided per-country d entirely.

"Worry is protective" is a cross-literature inference, not a driving finding. Sweeny's functional-worry evidence comes mainly from health contexts such as cancer screening, not from crash data. We could find no strong direct study showing trait worry causally reduces crashes. The bridge to driving runs through the optimism-bias literature and is inferential.

In the clinical tradition, worry is largely maladaptive. Borkovec's model treats worry as cognitive avoidance and the core feature of generalised anxiety. Our thesis relies on the narrower "moderate, action-oriented concern", not worry unqualified, and the two must not be confused.

The fear-appeal picture is nuanced, and the vivid backfire examples are secondary. The defensible claim is that threat appeals reliably raise fear but on average do not change driving behaviour, with the weakest effects in young men, and that fear paired with a clear coping action can help. The "drove faster after a scary film" type of anecdote comes from review summaries we could not verify against the primary studies, so we cite them as reported, not as confirmed facts. The meta-analytic behaviour outcomes are also mostly lab and simulator measures, not real-world crashes.

Our own practical conclusion is untested and in tension with parts of the literature. "Build owned engagement, not fear" is a reasoned synthesis, not something this study or any single trial proved. Gender-tailoring is itself a caution: young men and young women respond to different message types, so there is no one recipe.

Section 8

Our verdict

The final verdict

Why do young men crash more? The invincibility story says they cannot see the danger. This study says something more specific and more useful: across 2,681 young road users in nine European countries, young men rated their own crash probability no differently from young women, but worried about it significantly less, d=0.42. The gap is not in seeing the risk. It is in the concern that turns seeing into acting. Call it an engagement gap, not a perception deficit.

And the fix that instinctively follows, frighten them into caring, is the one the evidence rejects hardest. Fear appeals reliably raise fear and, on average, do not change driving, with their weakest results landing on young men, the very group they target. What moves the needle is structural exposure control through graduated licensing, skill-building through hazard-perception training, positive and social-norm messaging over shock, and honest feedback that punctures over-confidence. All of that is engagement. None of it is fear.

So the one line to keep: on average, young men see the risk as clearly as young women do; what they carry less of is the concern that turns seeing into acting, and you close that gap by making the risk real and owned, not by making it loud. Worry, in its moderate, forward-looking form, is a passenger worth having. Fear in a cinema seat is not the same thing, and it does not survive the drive home.

Sources & further reading

References

  1. Cordellieri, P., Baralla, F., Ferlazzo, F., Sgalla, R., Piccardi, L. & Giannini, A. M. (2016). "Gender Effects in Young Road Users on Road Safety Attitudes, Behaviors and Risk Perception." Frontiers in Psychology 7:1412. The primary source for this guide: 2,681 young road users aged 18 to 22 from nine European countries, the equal risk-rating but unequal worry finding (worry F(1,2652)=115.552, p<0.001, d=0.42; gender by measure interaction F(1,2650)=101.546, p<0.001), the attitude and behaviour gaps, and the all-female Irish subsample. https://doi.org/10.3389/fpsyg.2016.01412
  2. Sjöberg, L. (1998); Peters, E. et al. (2006); Yagil, D. (1998); Evans, L. (1991); Lucidi, F. et al. (2010); Kelley-Baker, T. & Romano, E. (2010). Works cited within Cordellieri et al. (2016), not findings of that study. Sjöberg frames worry as emotion versus risk perception as cognition; Peters reports worry predicting precautionary intent better than risk perception; Yagil that men's fatal-crash involvement runs about twice women's; Evans that a woman has about a 25% lower accident chance than a man; Lucidi that 75.4% of "risky driver" profiles in an Italian sample were male; Kelley-Baker and Romano that US female fatal-crash involvement is rising and that skill-related gender gaps shrink once alcohol is controlled. Attributed to the original authors as cited by Cordellieri et al.
  3. Carey, R. N., McDermott, D. T. & Sarma, K. M. (2013). "The Impact of Threat Appeals on Fear Arousal and Driver Behavior: A Meta-Analysis of Experimental Research 1990-2011." PLoS ONE 8(5):e62821. Threat appeals raised fear (r=.64) but showed no significant effect on driving behaviour (r=.03, p=.17), with particularly weak effects in male-only samples. journals.plos.org
  4. Carey, R. N. & Sarma, K. M. (2016). "Threat appeals in health communication: messages that elicit fear and enhance perceived efficacy positively impact on young male drivers." BMC Public Health 16:3227. High threat combined with high perceived efficacy can reduce young men's speed choice; the active ingredient is coping efficacy, not fear intensity. link.springer.com
  5. Lewis, I., Watson, B., White, K. M. & Tay, R. (2007). "The role of fear appeals in improving driver safety." International Journal of Behavioral Consultation and Therapy 3(2):203-222. Fear arousal is useful mainly for attention; behaviour change depends more on perceived vulnerability and coping. Source, as reported in the review literature, for the documented backfire examples. files.eric.ed.gov (PDF)
  6. Sweeny, K. (2017). "The surprising upsides of worry." Social and Personality Psychology Compass 11(2):e12311. Functional-worry account: moderate, action-oriented worry cues seriousness and motivates precaution, on an inverted-U where too little and too much both impair. Evidence base is mainly health contexts, not driving. onlinelibrary.wiley.com
  7. Borkovec, T. D., Ray, W. J. & Stöber, J. (1998). "Worry: A cognitive phenomenon intimately linked to affective, physiological, and interpersonal behavioral processes." Cognitive Therapy and Research 22:561-576. The cognitive, future-oriented definition of worry that distinguishes it from acute fear, with the caution that worry can also function as cognitive avoidance. kar.kent.ac.uk (PDF)
  8. Russell, K. F., Vandermeer, B. & Hartling, L. (2011). "Graduated driver licensing for reducing motor vehicle crashes among young drivers." Cochrane Database of Systematic Reviews CD003300. All included studies reported crash reductions; median first-year drop around 31% among 16-year-olds, partly through reduced exposure. cochranelibrary.com
  9. Hazard-perception training. Online hazard-perception course reducing heavy braking, speeding and over-revving in everyday driving (Wetton and Horswill line of work); anticipation-training and its limits on crash transfer. Presented as skill-building, not a proven crash-cutter; formal driver training overall shows roughly no crash reduction in Cochrane evidence. sciencedirect.com
  10. Wundersitz, L. N. & Hutchinson, T. P. (2010); Hutchinson, T. P. & Wundersitz, L. N. (2011). Reviews of road-safety mass-media campaigns concluding that the overall effect of advertising is inconclusive and that the useful question is which elements work and for whom, not whether advertising works. pubmed.ncbi.nlm.nih.gov
  11. Road Safety Authority, via parliamentary question (Irish Examiner, May 2026). 101 road deaths in collisions involving a male driver aged 16 to 25 from 2024 to 20 May 2026; the 2025 figure being 26% of 179 fatalities, with the victim breakdown. Metric: deaths in collisions involving a young male driver, victims of any age. irishexaminer.com
  12. Road Safety Authority (thejournal.ie, May 2026); RSA Provisional Review of Fatalities 2025; RSA Road Safety Strategy 2021-2030. The 74% male / 26% female 2025 framing, the over-representation of young men on rural roads, the provisional ~180 to 190 total, and the target of fewer than 72 deaths a year by 2030. Provisional counts vary between Garda and RSA sources; cite the RSA end-of-year report directly for any hard number. rsa.ie (PDF)
  13. Road Safety Authority. Novice-driver rules: two-year N-plate display, the seven-points-in-three-years disqualification threshold for learner and novice drivers, and the 20mg per 100ml limit. Corroborated against Citizens Information and this site's own N-plate rules page; re-verify any precise fine against the live RSA page before relying on it. rsa.ie

Related on this site: Careless or clueless? Why young drivers really crash · Teen & novice drivers: what the evidence says · Why drivers really crash · Hazard perception · For parents & sponsors · Driving Science hub