Scientific studies on chess and the brain: the annotated bibliography
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
| Study | Journal, year | Participants | Type | Level of evidence |
|---|---|---|---|---|
| Dartigues et al., 2013 | BMJ Open, 2013 | 3,675 people aged 65 and over (PAQUID cohort, Gironde and Dordogne) | Observational cohort, 20-year follow-up | Moderate (association) |
| Verghese et al., 2003 | New England Journal of Medicine, 2003 | 469 people over 75 living at home (Bronx Aging Study, New York) | Observational cohort, median follow-up 5.1 years | Moderate (association) |
| Wilson et al., 2002 | JAMA, 2002 | 801 elderly Catholic nuns, priests and brothers (Religious Orders Study, United States) | Observational cohort, mean follow-up 4.5 years | Moderate (association) |
| Wu et al., 2023 | JAMA Network Open, 2023 | 10,318 Australians aged 70 and over (ASPREE-ALSOP study) | Observational cohort, follow-up of about 10 years | Moderate (association) |
| Lillo-Crespo et al., 2019 | International Journal of Environmental Research and Public Health, 2019 | 21 articles included | Literature review (scoping review) | Low (synthesis of heterogeneous studies) |
| Woods et al., 2023 (Cochrane) | Cochrane Database of Systematic Reviews, 2023 | 37 trials, 2,766 people with mild to moderate dementia | Systematic review of randomised trials | Moderate to high |
| Devanand et al., 2022 | NEJM Evidence, 2022 | 107 people (mean age 71) with mild cognitive impairment | Single-blind randomised trial, 78 weeks | Moderate (small trial) |
| Livingston et al., 2024 (Lancet Commission) | The Lancet, 2024 | International synthesis | Expert report based on meta-analyses | Reference synthesis |
| Burgoyne et al., 2016 | Intelligence, 2016 | Meta-analysis of published studies | Correlational meta-analysis | High (for a correlation) |
| Bilalić, McLeod and Gobet, 2007 | Intelligence, 2007 | 57 young players (including 23 in an elite subgroup) | Cross-sectional study | Low to moderate (small sample) |
| Sala and Gobet, 2016 | Educational Research Review, 2016 | 24 studies, 40 effect sizes (2,788 pupils in the chess group, 2,433 controls) | Meta-analysis | Moderate |
| Sala and Gobet, 2017 | Current Directions in Psychological Science, 2017 | Synthesis of meta-analyses | Review of meta-analyses | High |
| Sala, Foley and Gobet, 2017 | Frontiers in Psychology, 2017 | Critical review | Literature review | Synthesis |
| Jerrim et al., 2018 (EEF trial) | Journal of Human Resources, 2018 | 4,009 pupils aged 9 to 10, 100 English schools | Cluster-randomised trial by school (funded by the Education Endowment Foundation) | High |
| Aciego, García and Betancort, 2012 | The Spanish Journal of Psychology, 2012 | 170 pupils aged 6 to 16 in a chess club, 60 in football or basketball | Quasi-experimental study over a school year | Low to moderate |
| Chase and Simon, 1973 | Cognitive Psychology, 1973 | 3 players (a master, an experienced player, a beginner) | Memorisation experiments | Foundational (small sample) |
| Gobet and Simon, 1996 | Memory & Cognition, 1996 | Players of varying levels | Memorisation experiments | Moderate |
| Amidzic et al., 2001 | Nature, 2001 | Players from club level to grandmaster | Magnetoencephalography during games against a computer | Low (small imaging study) |
| Bilalić et al., 2011 | Journal of Neuroscience, 2011 | Experts and novices | Functional MRI | Low to moderate |
| Duan et al., 2012 | NeuroImage, 2012 | Masters and grandmasters of Chinese chess (xiangqi) and novices | Structural and resting-state functional MRI | Low to moderate |
| Hänggi et al., 2014 | Neuropsychologia, 2014 | 20 expert players and 20 controls | Morphometric and diffusion MRI | Low to moderate |
| Blasco-Fontecilla et al., 2016 | Revista de Psiquiatría y Salud Mental, 2016 | 44 children and adolescents aged 6 to 17 with ADHD (Madrid), 42 to the end | Open pilot study, no control group | Low |
| Troubat et al., 2009 | European Journal of Applied Physiology, 2009 | 20 club players (men) | Physiological study during games | Low (descriptive) |
| Fuentes-García et al., 2019 | Frontiers in Psychology, 2019 | 16 players (men) | Cross-sectional experimental study | Low |
| Demily et al., 2009 | Schizophrenia Research, 2009 | 26 stabilised patients | Letter to the journal (pilot study) | Very low |
The summary in five sentences
- 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.
- Established dementia: cognitive stimulation in general brings a small benefit (2023 Cochrane review); chess has not been tested in isolation.
- Intelligence: IQ is modestly linked to chess skill, and chess lessons have not been shown to improve IQ or school results.
- Brain and memory: expertise transforms the perception and memory of positions, which proves learning but not a health benefit.
- 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.