What is the near-miss effect?
A near miss is a losing outcome that feels unusually close to a win. The near-miss effect refers to the different emotional or motivational response that this “almost” outcome can create compared with a clear loss.
In laboratory gambling studies, near misses can increase frustration, counterfactual thinking or the desire to continue. Some fMRI studies have also found activity in reward-related brain regions during near-miss outcomes. But the effect is not identical in every experiment, and the evidence is much stronger for certain gambling formats than for scheduled lottery draws.
For a lottery player, the most important practical point is simple: feeling close and being mathematically closer are not the same thing.
How strong is the near-miss evidence for lotteries, scratchcards and slots?
Near-miss research is often discussed as if every gambling product works in the same way. It does not. The product and the way the “almost” outcome is presented matter.
Many laboratory studies have deliberately created near-win outcomes and measured motivation, emotion, response speed, betting or brain activity. Results are not perfectly uniform, but this is where most of the evidence comes from.
Studies using custom scratchcards have found that two-of-three-style jackpot near misses can increase frustration and reported urge to continue. Evidence that this always changes actual purchasing behaviour is less consistent.
Matching several numbers can feel extremely close, but draw-lottery closeness is usually interpreted after the result. Direct experimental evidence is thinner, so counterfactual thinking and cognitive-bias research provide much of the useful explanation.
Why a near miss can feel more powerful than an ordinary loss
A clear loss is easy to classify. A near miss invites comparison with the outcome that almost happened.
Counterfactual thinking
You mentally construct the alternative: “If only that one number had been different.” Research supports counterfactual thinking as one mechanism behind near-miss reactions.
Regret and frustration
Closeness can make the better outcome easier to imagine, which can intensify disappointment even though the actual result is still a loss.
Salience and memory
Matching most of a line or seeing two jackpot symbols is more distinctive than another routine loss, so it may stand out later.
Motivation
Some studies find greater reported desire to continue after a near miss than after a full miss. That does not mean every near miss causes more gambling.
Does the brain treat a near miss like a win?
That wording is too strong. A widely cited 2009 fMRI study using a simplified slot-machine task found that near misses recruited some of the same reward-related circuitry that responded to monetary wins, while participants still rated near misses as unpleasant.
The same study found that the motivational effect depended on personal control in the task. That is another reason not to lift a laboratory result and apply it uncritically to an ordinary lottery draw.
What counts as a near miss in a lottery draw?
Some experiences are genuine losing outcomes that feel close. Others are better described as “what if?” regret.
Matching most of the required numbers
Matching five numbers when six are needed can feel dramatically closer than matching none. It may also win a lower-tier prize depending on the game, but it still says nothing about the next draw.
Missing a bonus element
Missing a Lucky Star, Powerball or other secondary number needed for a larger prize can create a vivid sense that one detail separated you from a much better outcome.
Your numbers appear across different lines
Seeing all of your chosen numbers somewhere across several tickets can create “if only I had combined them differently” thinking. Only each actual valid line counts as an entry.
Your regular numbers win when you did not play
This is not a near miss in an actual ticket. It is counterfactual regret: imagining what would have happened if you had entered.
A purchase or payment fails
If no valid entry was created, there was no ticket outcome to be near a win. The emotional experience can still be severe because the alternative is easy to imagine.
A scratchcard shows two jackpot symbols
This is closer to the near-miss structures used in experimental research: a losing outcome can be visually presented as one symbol short of the top prize.
Does a near miss improve your odds next time?
No. A near miss changes your experience of the previous result, not the probability of an independent future draw.
| Thought after a near miss | What is happening psychologically | What the maths says |
|---|---|---|
| “My numbers are getting closer.” | A sequence of separate outcomes is being interpreted as progress. | Previous closeness does not make the same numbers more likely next time. |
| “I’m due after being that close.” | The previous outcome is influencing expectation for a new random event. | A losing run or near miss does not create a debt that the lottery must repay. |
| “I can’t change my numbers now.” | Fear of future regret can make an established line feel difficult to abandon. | Keeping or changing valid numbers does not gain an advantage from the near miss. |
| “I should buy more lines next time.” | The emotional impact of the near miss is influencing spending. | More distinct lines buy more chances, but the near miss itself has not made those chances better. |
The important question is what “almost” makes you do next
The emotional response to a near miss is not automatically harmful. The practical concern is whether it changes spending, frequency or control.
A proportionate response
You notice that the result felt unusually frustrating or exciting, recognise that the odds have not changed and keep to the same planned budget or decision about whether to play.
A warning pattern
You increase spend, chase the loss, feel unable to skip the next draw, borrow to play, hide the extra spending or become preoccupied with getting another chance.
Scratchcard near misses have direct experimental evidence — but the behaviour findings are mixed
Scratchcards are particularly useful for studying near misses because researchers can create a clear two-of-three jackpot pattern and measure reactions immediately.
Emotion and arousal
Experimental scratchcard studies have found near misses to be frustrating, arousing and more urge-inducing than ordinary losses.
Urge to continue
A 2017 study found a stronger urge to gamble after near misses and an association between that urge and additional card purchasing in the near-miss group.
Replication nuance
A larger preregistered 2020 study again found higher urge after a near miss, but did not find that the near-miss group actually bought another card at a higher rate.
For the wider product mechanics, see the Scratchcards hub.
What the main near-miss studies actually found
The evidence is useful because it also shows where simple headlines can overstate the science.
Near misses, motivation and reward circuitry
Clark and colleagues used a simplified slot-machine task. Near misses were rated as less pleasant than full misses but increased desire to continue when participants had personal control, and recruited some reward-related circuitry.
Read the study ↗Scratchcard near misses and purchasing
Near misses increased urge to gamble relative to ordinary losses. Within the near-miss group, higher urge was associated with buying an additional card.
Read the study ↗Counterfactual thinking as a mechanism
Wheel-of-fortune experiments linked near-miss responses with counterfactual processing — the mental comparison between what happened and the better or worse outcome that almost happened.
Read the study ↗Urge reproduced; purchasing effect did not
A larger preregistered scratchcard study found greater urge after near misses but no difference between near-miss and regular-loss groups in whether participants bought another card.
Read the study ↗Near misses affected several behavioural measures
A series of preregistered online-slot experiments reported greater motivation, faster subsequent gambling and increased bet size after near misses relative to full misses.
Read the PubMed record ↗Missed reward size can alter the effect
A 2026 ERP study reported stronger counterfactual thinking, regret, gambling motivation and reward anticipation after near misses than full misses, with the magnitude of the missed reward affecting responses.
Read the PubMed record ↗Near misses sit between psychology, probability and gambling harm
Lottery Psychology
Hope, habits, lucky numbers, cognitive biases and why people keep playing.
Lottery Addiction
Warning signs, scratchcards, instant-win play, limits and current UK support.
Same Numbers or Lucky Dip?
Why familiar numbers become sticky and what the maths says about repeating them.
Lottery Odds Comparison
Put the feeling of “almost” beside the actual probability of winning.
If a near miss is changing your gambling
If “almost winning” is leading you to spend more than planned, chase losses, borrow, hide spending or feel unable to stop, the wider pattern matters more than the near miss itself. See MLL's Lottery Addiction and Gambling Harm guide for current UK support routes, including NHS guidance and the National Gambling Helpline.
Near-miss effect FAQs
Clear answers about lottery “almost wins”, scratchcards, counterfactual thinking, future odds and when a near miss becomes a warning sign.
What is the near-miss effect in gambling?
What counts as a near miss in a lottery draw?
Does matching five numbers mean I am getting closer to the jackpot?
Why can a near miss feel worse than an ordinary loss?
Can near misses make people want to keep gambling?
Is the near-miss effect proven specifically for lottery draws?
Are scratchcard near misses different from draw-lottery near misses?
Do near misses activate the same brain systems as wins?
What is counterfactual thinking after a lottery near miss?
Is seeing my regular numbers win when I did not buy a ticket a near miss?
Should I keep playing the same numbers after a near miss?
Can a near miss lead to chasing losses?
When should a near miss be treated as a warning sign?
Where can I get help if gambling is becoming hard to control?
Research used for this guide
This page prioritises peer-reviewed experimental research and distinguishes direct evidence from broader interpretation. The strongest near-miss evidence comes from slot, wheel and scratchcard tasks; draw-lottery claims are therefore framed more cautiously.
- Clark et al. (2009) — Gambling Near-Misses Enhance Motivation to Gamble and Recruit Win-Related Brain Circuitry.
- Stange et al. (2017) — Increased Urge to Gamble Following Near-Miss Outcomes May Drive Purchasing Behaviour in Scratch Card Gambling.
- Wu et al. (2017) — On the Counterfactual Nature of Gambling Near-Misses.
- Stange & Dixon (2020) — Preregistered scratchcard replication and extension.
- 2024 — The near-miss effect in online slot machine gambling: conceptual replications.
- Yin et al. (2026) — Reward magnitude modulates the near-miss effect.
- Review — The Near-Miss Effect in Slot Machines, useful for understanding inconsistent findings and boundary conditions.