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Scientific studies on chess and the brain: the annotated bibliography

Updated 18 October 2026 · Written by the How To Play Chess editorial team · Studies checked in the original journals

Which study on chess and the brain should you believe? This page brings together the 25 works cited on the site, from the French PAQUID cohort to the English trial of 4,009 pupils, with their journal, sample size, type and level of evidence. In short: the associations with better ageing are real but not causal, the effects on intelligence are small, and the studies on disorders (ADHD, schizophrenia) are pilots.

Level of evidence: the degree of confidence one can place in a result according to how the study was conducted. A meta-analysis of randomised trials sits at the top of the scale; a study with no control group or a figure never published sits at the bottom.

The table of all the studies

All the studies cited on the site
StudyJournal, yearParticipantsTypeLevel of evidence
Dartigues et al., 2013BMJ Open, 20133,675 people aged 65 and over (PAQUID cohort, Gironde and Dordogne)Observational cohort, 20-year follow-upModerate (association)
Verghese et al., 2003New England Journal of Medicine, 2003469 people over 75 living at home (Bronx Aging Study, New York)Observational cohort, median follow-up 5.1 yearsModerate (association)
Wilson et al., 2002JAMA, 2002801 elderly Catholic nuns, priests and brothers (Religious Orders Study, United States)Observational cohort, mean follow-up 4.5 yearsModerate (association)
Wu et al., 2023JAMA Network Open, 202310,318 Australians aged 70 and over (ASPREE-ALSOP study)Observational cohort, follow-up of about 10 yearsModerate (association)
Lillo-Crespo et al., 2019International Journal of Environmental Research and Public Health, 201921 articles includedLiterature review (scoping review)Low (synthesis of heterogeneous studies)
Woods et al., 2023 (Cochrane)Cochrane Database of Systematic Reviews, 202337 trials, 2,766 people with mild to moderate dementiaSystematic review of randomised trialsModerate to high
Devanand et al., 2022NEJM Evidence, 2022107 people (mean age 71) with mild cognitive impairmentSingle-blind randomised trial, 78 weeksModerate (small trial)
Livingston et al., 2024 (Lancet Commission)The Lancet, 2024International synthesisExpert report based on meta-analysesReference synthesis
Burgoyne et al., 2016Intelligence, 2016Meta-analysis of published studiesCorrelational meta-analysisHigh (for a correlation)
Bilalić, McLeod and Gobet, 2007Intelligence, 200757 young players (including 23 in an elite subgroup)Cross-sectional studyLow to moderate (small sample)
Sala and Gobet, 2016Educational Research Review, 201624 studies, 40 effect sizes (2,788 pupils in the chess group, 2,433 controls)Meta-analysisModerate
Sala and Gobet, 2017Current Directions in Psychological Science, 2017Synthesis of meta-analysesReview of meta-analysesHigh
Sala, Foley and Gobet, 2017Frontiers in Psychology, 2017Critical reviewLiterature reviewSynthesis
Jerrim et al., 2018 (EEF trial)Journal of Human Resources, 20184,009 pupils aged 9 to 10, 100 English schoolsCluster-randomised trial by school (funded by the Education Endowment Foundation)High
Aciego, García and Betancort, 2012The Spanish Journal of Psychology, 2012170 pupils aged 6 to 16 in a chess club, 60 in football or basketballQuasi-experimental study over a school yearLow to moderate
Chase and Simon, 1973Cognitive Psychology, 19733 players (a master, an experienced player, a beginner)Memorisation experimentsFoundational (small sample)
Gobet and Simon, 1996Memory & Cognition, 1996Players of varying levelsMemorisation experimentsModerate
Amidzic et al., 2001Nature, 2001Players from club level to grandmasterMagnetoencephalography during games against a computerLow (small imaging study)
Bilalić et al., 2011Journal of Neuroscience, 2011Experts and novicesFunctional MRILow to moderate
Duan et al., 2012NeuroImage, 2012Masters and grandmasters of Chinese chess (xiangqi) and novicesStructural and resting-state functional MRILow to moderate
Hänggi et al., 2014Neuropsychologia, 201420 expert players and 20 controlsMorphometric and diffusion MRILow to moderate
Blasco-Fontecilla et al., 2016Revista de Psiquiatría y Salud Mental, 201644 children and adolescents aged 6 to 17 with ADHD (Madrid), 42 to the endOpen pilot study, no control groupLow
Troubat et al., 2009European Journal of Applied Physiology, 200920 club players (men)Physiological study during gamesLow (descriptive)
Fuentes-García et al., 2019Frontiers in Psychology, 201916 players (men)Cross-sectional experimental studyLow
Demily et al., 2009Schizophrenia Research, 200926 stabilised patientsLetter to the journal (pilot study)Very low

The summary in five sentences

  1. Ageing: four large cohorts associate mentally demanding games with less dementia, but no trial has shown that chess protects; the association is partly explained by other factors.
  2. Established dementia: cognitive stimulation in general brings a small benefit (2023 Cochrane review); chess has not been tested in isolation.
  3. Intelligence: IQ is modestly linked to chess skill, and chess lessons have not been shown to improve IQ or school results.
  4. Brain and memory: expertise transforms the perception and memory of positions, which proves learning but not a health benefit.
  5. Disorders: ADHD, schizophrenia, autism and anxiety have only pilot studies, or no controlled study at all.

Are there controlled trials on chess and dementia? To our knowledge, no: the review by Lillo-Crespo and colleagues (2019) found none specifically on chess in people with the illness. The only randomised trials in this bibliography concern cognitive stimulation in general, crosswords and school.

Ageing, dementia and cognitive stimulation

Dartigues et al., 2013 · BMJ Open · DOI 10.1136/bmjopen-2013-002998

Playing board games, cognitive decline and dementia: a French population-based cohort study

Who
3,675 people aged 65 and over (PAQUID cohort, Gironde and Dordogne)
Type
Observational cohort, 20-year follow-up · level of evidence: Moderate (association)
Result
Regular board-game players (32% of the sample) have a 15% lower risk of dementia (HR 0.85) after adjustment for age, sex, level of education and health status. The gap is no longer significant once baseline cognitive score and depression are taken into account (HR 0.96).
What the study does not say
Practice reported only once, with no frequency or duration; chess is not separated from cards, lotto or draughts; reverse causation is possible.

Verghese et al., 2003 · New England Journal of Medicine

Leisure activities and the risk of dementia in the elderly

Who
469 people over 75 living at home (Bronx Aging Study, New York)
Type
Observational cohort, median follow-up 5.1 years · level of evidence: Moderate (association)
Result
124 cases of dementia during follow-up. Reading, board games, playing a musical instrument and dancing are associated with a lower risk; each point on the cognitive activity score corresponds to a 7% lower risk (HR 0.93).
What the study does not say
Modest sample; activities self-reported; no figure specific to chess.

Wilson et al., 2002 · JAMA

Participation in cognitively stimulating activities and risk of incident Alzheimer disease

Who
801 elderly Catholic nuns, priests and brothers (Religious Orders Study, United States)
Type
Observational cohort, mean follow-up 4.5 years · level of evidence: Moderate (association)
Result
111 cases of Alzheimer’s disease. Each additional point of cognitive activity (reading, games, etc.) is associated with a risk reduced by about a third (HR 0.67); a very active person (90th percentile) has a 47% lower risk than a person with little activity (10th percentile).
What the study does not say
A very particular population (members of religious orders, high level of education); the authors point out that causation is not established.

Wu et al., 2023 · JAMA Network Open

Lifestyle Enrichment in Later Life and Its Association With Dementia Risk

Who
10,318 Australians aged 70 and over (ASPREE-ALSOP study)
Type
Observational cohort, follow-up of about 10 years · level of evidence: Moderate (association)
Result
“Active mental activities” (games, cards or chess, crosswords, puzzles) are associated with a 9% lower risk of dementia per level of frequency (HR 0.91); reading and writing activities, 11% (HR 0.89). Social activities are not associated with the risk.
What the study does not say
Healthy volunteers, almost all of European origin; reverse causation not ruled out.

Lillo-Crespo et al., 2019 · International Journal of Environmental Research and Public Health · DOI 10.3390/ijerph16122116

Chess Practice as a Protective Factor in Dementia

Who
21 articles included
Type
Literature review (scoping review) · level of evidence: Low (synthesis of heterogeneous studies)
Result
Chess appears more promising for prevention, in people without a diagnosis, than after a diagnosis of dementia, where few results exist.
What the study does not say
No randomised trial specific to chess in people with the illness was found.

Woods et al., 2023 (Cochrane) · Cochrane Database of Systematic Reviews · DOI 10.1002/14651858.CD005562.pub3

Cognitive stimulation to improve cognitive functioning in people with dementia

Who
37 trials, 2,766 people with mild to moderate dementia
Type
Systematic review of randomised trials · level of evidence: Moderate to high
Result
Cognitive stimulation (generally about twenty group sessions over around ten weeks) probably brings a small cognitive benefit, equivalent to about six months of decline avoided, as well as effects on communication and mood.
What the study does not say
Few data on long programmes; chess is not studied as such.

Devanand et al., 2022 · NEJM Evidence · DOI 10.1056/EVIDoa2200121

Computerized Games versus Crosswords Training in Mild Cognitive Impairment

Who
107 people (mean age 71) with mild cognitive impairment
Type
Single-blind randomised trial, 78 weeks · level of evidence: Moderate (small trial)
Result
Online crosswords do better than computerised cognitive games on the ADAS-Cog scale at 12 and 78 weeks, with less brain atrophy on MRI.
What the study does not say
Small sample; no no-activity group; does not concern chess.

Livingston et al., 2024 (Lancet Commission) · The Lancet

Dementia prevention, intervention, and care: 2024 report of the Lancet standing Commission

Who
International synthesis
Type
Expert report based on meta-analyses · level of evidence: Reference synthesis
Result
14 modifiable risk factors (including low level of education, hearing loss, social isolation, physical inactivity, LDL cholesterol and uncorrected vision loss); about 45% of dementia cases could in theory be prevented or delayed. The 2020 report counted 12 and put this share at 40%.
What the study does not say
A theoretical estimate that assumes each factor is causal; mentally demanding games are not among the factors.

Intelligence, IQ and school

Burgoyne et al., 2016 · Intelligence

The relationship between cognitive ability and chess skill: A comprehensive meta-analysis

Who
Meta-analysis of published studies
Type
Correlational meta-analysis · level of evidence: High (for a correlation)
Result
Average correlation between cognitive abilities and chess skill of about 0.24 (0.22 after the 2018 corrigendum). The link with fluid reasoning is clearer in young people (0.32) than in adults (0.11), and in unrated players (0.32) than in rated players (0.14).
What the study does not say
A correlation does not say whether intelligence helps people improve or whether chess develops it.

Bilalić, McLeod and Gobet, 2007 · Intelligence · DOI 10.1016/j.intell.2006.09.005

Does chess need intelligence? A study with young chess players

Who
57 young players (including 23 in an elite subgroup)
Type
Cross-sectional study · level of evidence: Low to moderate (small sample)
Result
The amount of practice is the main factor in level; IQ (WISC-III) explains a small share. In the elite subgroup, IQ is no longer a significant factor, because the children with lower IQ trained more.
What the study does not say
Small sample, British children only.

Sala and Gobet, 2016 · Educational Research Review

Do the benefits of chess instruction transfer to academic and cognitive skills? A meta-analysis

Who
24 studies, 40 effect sizes (2,788 pupils in the chess group, 2,433 controls)
Type
Meta-analysis · level of evidence: Moderate
Result
Moderate overall effect (g = 0.34), more marked in mathematics (0.38) than in reading (0.25), and stronger when the lessons last longer.
What the study does not say
No study had the ideal design (a no-activity control group and an active control group): a placebo effect is not ruled out.

Sala and Gobet, 2017 · Current Directions in Psychological Science · DOI 10.1177/0963721417712760

Does far transfer exist? Negative evidence from chess, music, and working memory training

Who
Synthesis of meta-analyses
Type
Review of meta-analyses · level of evidence: High
Result
The effects of chess lessons, music or working-memory training on other skills are small and shrink as methodological quality increases: far transfer is rare.
What the study does not say
Mainly concerns children and school skills.

Sala, Foley and Gobet, 2017 · Frontiers in Psychology · DOI 10.3389/fpsyg.2017.00238

The Effects of Chess Instruction on Pupils' Cognitive and Academic Skills: State of the Art and Theoretical Challenges

Who
Critical review
Type
Literature review · level of evidence: Synthesis
Result
The effects reported are modest; a minimum of 25 to 30 hours of lessons seems necessary to observe anything, and studies with an active control group show no clear advantage.
What the study does not say
The authors call for better-controlled trials.

Jerrim et al., 2018 (EEF trial) · Journal of Human Resources

Does Teaching Children How to Play Cognitively Demanding Games Improve Their Educational Attainment? Evidence from a Randomized Controlled Trial of Chess Instruction in England

Who
4,009 pupils aged 9 to 10, 100 English schools
Type
Cluster-randomised trial by school (funded by the Education Endowment Foundation) · level of evidence: High
Result
30 hours of chess lessons in 2013-2014 (one hour a week): no measurable effect on results in mathematics, reading or science a year later (effect size of 0.01 in mathematics).
What the study does not say
A single programme, a single duration; the effects on enjoyment or concentration in class were not the main focus.

Aciego, García and Betancort, 2012 · The Spanish Journal of Psychology

The Benefits of Chess for the Intellectual and Social-Emotional Enrichment in Schoolchildren

Who
170 pupils aged 6 to 16 in a chess club, 60 in football or basketball
Type
Quasi-experimental study over a school year · level of evidence: Low to moderate
Result
Clearer progress in the chess group on the WISC-R and on measures of problem-solving and socio-emotional adjustment, according to the pupils and their teachers.
What the study does not say
The pupils chose their activity (no random allocation); the authors note that the profile of children who choose chess weighs on the results.

Memory and expertise

Chase and Simon, 1973 · Cognitive Psychology

Perception in chess

Who
3 players (a master, an experienced player, a beginner)
Type
Memorisation experiments · level of evidence: Foundational (small sample)
Result
After 5 seconds of observation, the master places back far more pieces than the others on a game position; on a random position, all recall only three or four pieces on average.
What the study does not say
Three participants; results since confirmed by many studies.

Gobet and Simon, 1996 · Memory & Cognition

Recall of random and distorted chess positions: Implications for the theory of expertise

Who
Players of varying levels
Type
Memorisation experiments · level of evidence: Moderate
Result
Memory for positions rests on patterns tied to their location; the usual estimate of about 50,000 “chunks” stored by a master is compatible with the data. Experts keep a small advantage even on scrambled positions.
What the study does not say
Measures a specialised memory, not memory in general.

Brain imaging

Amidzic et al., 2001 · Nature · DOI 10.1038/35088119

Pattern of focal γ-bursts in chess players

Who
Players from club level to grandmaster
Type
Magnetoencephalography during games against a computer · level of evidence: Low (small imaging study)
Result
In amateurs, gamma activity is concentrated in the medial temporal lobe (analysis of novel moves); in grandmasters, in the frontal and parietal cortices, which the authors interpret as the retrieval of patterns stored in memory.
What the study does not say
Interpretation of the regions still debated; cross-sectional comparison.

Bilalić et al., 2011 · Journal of Neuroscience · DOI 10.1523/JNEUROSCI.5727-10.2011

Many faces of expertise: fusiform face area in chess experts and novices

Who
Experts and novices
Type
Functional MRI · level of evidence: Low to moderate
Result
The fusiform area, known for face recognition, is more active in experts when they view complete, realistic chess positions: they perceive the board “as a whole”.
What the study does not say
Shows an acquired specialisation, not a health benefit.

Duan et al., 2012 · NeuroImage

Reduced caudate volume and enhanced striatal-DMN integration in chess experts

Who
Masters and grandmasters of Chinese chess (xiangqi) and novices
Type
Structural and resting-state functional MRI · level of evidence: Low to moderate
Result
Experts have a smaller caudate nucleus and a stronger connection between this nucleus and the “default mode network”.
What the study does not say
Concerns Chinese chess; cross-sectional: it is not known whether the difference precedes or follows training.

Hänggi et al., 2014 · Neuropsychologia · DOI 10.1016/j.neuropsychologia.2014.07.019

The architecture of the chess player's brain

Who
20 expert players and 20 controls
Type
Morphometric and diffusion MRI · level of evidence: Low to moderate
Result
Lower grey-matter volume and cortical thickness in players in the occipito-temporal junction and the precuneus; differences in a white-matter tract (the superior longitudinal fasciculus) linked to Elo rating.
What the study does not say
The authors themselves write that it is unknown whether these differences are the cause or the consequence of practice.

Attention, stress and mental health

Blasco-Fontecilla et al., 2016 · Revista de Psiquiatría y Salud Mental

Efficacy of chess training for the treatment of ADHD: A prospective, open label study

Who
44 children and adolescents aged 6 to 17 with ADHD (Madrid), 42 to the end
Type
Open pilot study, no control group · level of evidence: Low
Result
11 weekly one-hour group sessions: the SNAP-IV severity score completed by parents falls from 39.3 to 31.0; 38% of families note a drop of at least 30%.
What the study does not say
No control group or random allocation; only the parents rate the symptoms; 61% of the children were also taking medication.

Troubat et al., 2009 · European Journal of Applied Physiology · DOI 10.1007/s00421-008-0908-2

The stress of chess players as a model to study the effects of psychological stimuli on physiological responses

Who
20 club players (men)
Type
Physiological study during games · level of evidence: Low (descriptive)
Result
During the game, heart rate rises to 75-86 beats per minute and the balance of the nervous system tilts towards sympathetic activation; the body gradually shifts from carbohydrates to fats as fuel.
What the study does not say
Small male group; does not measure an expenditure of several thousand calories.

Fuentes-García et al., 2019 · Frontiers in Psychology · DOI 10.3389/fpsyg.2019.00409

Differences Between High vs. Low Performance Chess Players in Heart Rate Variability During Chess Problems

Who
16 players (men)
Type
Cross-sectional experimental study · level of evidence: Low
Result
Heart rate variability falls when the problems become difficult; it stays higher in the players who solve the most problems.
What the study does not say
Very small sample; groups defined by success on the test, not by rating.

Demily et al., 2009 · Schizophrenia Research

The game of chess enhances cognitive abilities in schizophrenia

Who
26 stabilised patients
Type
Letter to the journal (pilot study) · level of evidence: Very low
Result
After about ten hours of chess (two one-hour sessions a week for five weeks), the chess group improves more on planning tasks.
What the study does not say
Very small sample, short publication; no effect on the symptoms of the illness is demonstrated.

How these studies were checked

Each reference was checked in October 2026 against its source: the abstract published on PubMed or PubMed Central, the journal’s page, the Cochrane Library, or the full text in open access. The sample sizes and figures repeated here are those of the articles, not of press releases, which often round or simplify them. Where we could not consult a primary source, such as the 1987 Spiegel report on Garry Kasparov’s IQ, we say so on the page concerned.

Several very widespread figures do not appear in this table, for want of a source: the IQs attributed to Magnus Carlsen or Bobby Fischer, the “IQ points gained in four months”, or dendrite growth in chess players. They are discussed on the page myths about chess and health.

To go beyond the scientific studies and explore the game itself, Le Palais des Échecs offers a selection of books to deepen your chess, from beginner level to strategy.

Summary pages by theme: Alzheimer’s, cognitive stimulation, seniors, cognitive reserve, IQ, children, memory, brain, ADHD, autism, stress, games to train your brain.

Frequently asked questions

Which studies show the benefits of chess?

The PAQUID (Dartigues et al., 2013), Bronx Aging Study (Verghese et al., 2003), Religious Orders Study (Wilson et al., 2002) and ASPREE (Wu et al., 2023) cohorts associate mentally demanding games with better cognitive ageing. Studies on expertise show a specialised memory and perception. None proves a medical effect of chess.

Are there controlled trials on chess and dementia?

Not to our knowledge. The review by Lillo-Crespo and colleagues (2019) found no randomised trial specifically on chess in people with dementia. The trials available concern cognitive stimulation in general.