High alcohol consumption in middle-aged adults is associated with poorer cognitive performance only in the low socio-economic group. Results from the GAZEL cohort study: SEP, alcohol and cognition
Open accessAbstract
AIMS: To examine the association of alcohol consumption over 10 years with cognitive performance in different socio-economic groups. DESIGN: Prospective cohort study, the French GAZEL study. SETTING: France. PARTICIPANTS: Employees of France's national electricity and gas company. MEASUREMENTS: Alcohol intake was assessed annually, beginning in 1992, using questions on frequency and quantity of alcoholic beverages consumed in a week; used to define mean consumption and trajectory of alcohol intake over 10 years. Cognitive performance among participants aged ≥ 55 years (n = 4073) was assessed in 2002-04 using the Digit Symbol Substitution Test (DSST), a measure of psychomotor speed, attention and reasoning. Occupational position at age 35 and education were used as the markers of socio-economic position. FINDINGS: All analyses were stratified by socio-economic position. In the low occupational group, participants consuming a mean of more than 21 drinks per week had 2.1 points lower (95% CI: -3.9, -0.3) DSST score compared to those consuming four to 14 drinks per week. In participants with primary school education, the corresponding difference was 3.6 points (95% CI: -7.1, -0.0). No association between alcohol consumption and cognitive performance was observed in the intermediate and high socio-economic groups, defined using either occupation or education. Analysis of trajectories of alcohol consumption showed that in the low socio-economic groups large increase or decrease in alcohol consumption was associated with lower cognitive scores compared to stable consumption. CONCLUSIONS: Our results suggest that high alcohol consumption is associated with poorer cognitive performance only in the low socio-economic group, due possibly to greater cognitive reserve in the higher socio-economic groups.
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The remaining 3 cross-sectional studies either found a U-shaped or J-shaped association in a sub-group, failed to detect any association, or detected one not in line with the hypothesis (alcohol use generally poor cognitive outcomes).
“The remaining 3 studies either found this U-shaped or J-shaped association in a sub-group [107], and either failed to detect any association [112] or detected one that was not in line with the hypothesis, whereby alcohol use was generally found to result in poor cognitive outcomes [130].”
From Epidemiologic studies of modifiable factors associated with cognition and dementia: systematic review and meta-analysis (2014) · cites this paper as [130]
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Cites
The CES-D Scale: A Self-Report Depression Scale for Research in the General Population
Radloff, L. S. (1977) · Applied Psychological Measurement · doi:10.1177/014662167700100306 · Cited by 53,267 · see citing works
Neuropsychological assessment.
Lisa Cipolotti, A., & Warrington, E. K. (1995) · Journal of Neurology Neurosurgery & Psychiatry · doi:10.1136/jnnp.58.6.655 · Cited by 3,234 · see citing works
Stern, Y. (2009) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2009.03.004 · Cited by 2,943 · see citing works
Kivipelto, M., Helkala, E.-L., Laakso, M. P., Hänninen, T., Hallikainen, M., Alhainen, K., Soininen, H., Tuomilehto, J., & Nissinen, A. (2001) · BMJ · doi:10.1136/bmj.322.7300.1447 · Cited by 1,618 · see citing works
Kivipelto, M., Ngandu, T., Laatikainen, T. K., Winblad, B. G., Soininen, H. S., & Tuomilehto, J. (2006) · The Lancet Neurology · doi:10.1016/s1474-4422(06)70537-3 · Cited by 1,127 · see citing works
Smoking as a Risk Factor for Dementia and Cognitive Decline: A Meta-Analysis of Prospective Studies
Anstey, K. J., von Sanden, C., Salim, A., & O'Kearney, R. (2007) · American Journal of Epidemiology · doi:10.1093/aje/kwm116 · Cited by 921 · see citing works
Alcohol Consumption and Risk of Stroke
Reynolds, K., Lewis, B. L., Nolen, J. D. L., Kinney, G. L., Sathya, B., & He, J. (2003) · JAMA · doi:10.1001/jama.289.5.579 · Cited by 915 · see citing works
Midlife vascular risk factors and late-life mild cognitive impairment: A population-based study
Kivipelto, M., Helkala, E.-L., Hänninen, T., Laakso, M. P., Hallikainen, M., Alhainen, K., Soininen, H., Tuomilehto, J., & Nissinen, A. (2001) · Neurology · doi:10.1212/wnl.56.12.1683 · Cited by 717 · see citing works
Anstey, K. J., Mack, H. A., & Cherbuin, N. (2009) · The American Journal of Geriatric Psychiatry · doi:10.1097/jgp.0b013e3181a2fd07 · Cited by 452 · see citing works
Dietary factors and Alzheimer's disease
Luchsinger, J. A., & Mayeux, R. P. (2004) · The Lancet Neurology · doi:10.1016/s1474-4422(04)00878-6 · Cited by 434 · see citing works
Bloomfield, K., Grittner, U., Krämer, S., & Gmel, G. E. (2006) · Alcohol and Alcoholism · doi:10.1093/alcalc/agl073 · Cited by 324 · see citing works
Anttila, T., Helkala, E.-L., Viitanen, M., Kåreholt, I., Fratiglioni, L., Winblad, B., Soininen, H., Tuomilehto, J., Nissinen, A., & Kivipelto, M. (2004) · BMJ · doi:10.1136/bmj.38181.418958.be · Cited by 323 · see citing works
Depressive Symptoms and Cognitive Decline in Late Life: A Prospective Epidemiological Study
Ganguli, M., Du, Y., Dodge, H. H., Ratcliff, G. G., & Chang, C.-C. H. (2006) · Archives of General Psychiatry · doi:10.1001/archpsyc.63.2.153 · Cited by 314 · see citing works
Cigarette Smoking and Alcohol Consumption in Relation to Cognitive Performance in Middle Age
Kalmijn, S. (2002) · American Journal of Epidemiology · doi:10.1093/aje/kwf135 · Cited by 281 · see citing works
Correlates of Cognitive Function in Middle-Aged Adults
Cerhan, J. R., Folsom, A. R., Mortimer, J. A., Shahar, E., Knopman, D. S., McGovern, P. G., Hays, M. A., Crum, L. D., & HEISS, G. M. (1998) · Gerontology · doi:10.1159/000021991 · Cited by 272 · see citing works
Cohort profile: the GAZEL Cohort Study
Goldberg, M., Leclerc, A., Bonenfant, S., Chastang, J. F., Schmaus, A., Kaniewski, N., & Zins, M. (2006) · International Journal of Epidemiology · doi:10.1093/ije/dyl247 · Cited by 250 · see citing works
Self-citationMidlife Risk Factors and Healthy Survival in Men
Willcox, B. J., He, Q., Chen, R., Yano, K., Masaki, K., Grove, J., Donlon, T. A., Willcox, D. C., & Curb, J. D. (2006) · JAMA · doi:10.1001/jama.296.19.2343 · Cited by 247 · see citing works
Alcohol Consumption and Cardiovascular Mortality Among U.S. Adults, 1987 to 2002
Mukamal, K. J., Chen, C. M., Rao, S. R., & Breslow, R. A. (2010) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2009.10.056 · Cited by 245 · see citing works
Does the Association Between Alcohol Consumption and Depression Depend on How They Are Measured?
Graham, K., Massak, A., Demers, A., & Rehm, J. T. (2006) · Alcoholism Clinical and Experimental Research · doi:10.1111/j.1530-0277.2006.00274.x · Cited by 196 · see citing works
Alcohol consumption and cognitive function in late life: A longitudinal community study
Ganguli, M., Bilt, J. V., Saxton, J. A., Shen, C., & Dodge, H. H. (2005) · Neurology · doi:10.1212/01.wnl.0000180520.35181.24 · Cited by 190 · see citing works
Kao, W. H. L. (2001) · American Journal of Epidemiology · doi:10.1093/aje/154.8.748 · Cited by 189 · see citing works
Alcohol Consumption and Cognitive Performance in the Framingham Heart Study
Elias, P. K., Elias, M. F., D'Agostino, R. B., Silbershatz, H., & Wolf, P. A. (1999) · American Journal of Epidemiology · doi:10.1093/oxfordjournals.aje.a010056 · Cited by 187 · see citing works
Lang, I., Wallace, R. B., Huppert, F. A., & Melzer, D. R. (2007) · Age and Ageing · doi:10.1093/ageing/afm001 · Cited by 186 · see citing works
The neuropsychology of vascular cognitive impairment: is there a specific cognitive deficit?
Desmond, D. W. (2004) · Journal of the Neurological Sciences · doi:10.1016/j.jns.2004.09.002 · Cited by 176 · see citing works
Mäkelä, P., & Paljärvi, T. (2008) · Journal of Epidemiology & Community Health · doi:10.1136/jech.2007.065672 · Cited by 167 · see citing works
Sabia, S., Nabi, H., Kivimaki, M., Shipley, M. J., Marmot, M. G., & Singh-Manoux, A. (2009) · American Journal of Epidemiology · doi:10.1093/aje/kwp161 · Cited by 162 · see citing works
Self-citationCervilla, J. A. (2000) · Journal of Neurology Neurosurgery & Psychiatry · doi:10.1136/jnnp.68.5.622 · Cited by 161 · see citing works
Sex Differences in the Association between Alcohol Consumption and Cognitive Performance
Dufouil, C., Ducimeti re, P., Ducimeti re, P., Alp rovitch, A., & for the EVA Study Group (1997) · American Journal of Epidemiology · doi:10.1093/oxfordjournals.aje.a009293 · Cited by 157 · see citing works
Alcohol-Consumption Trajectories and Associated Characteristics Among Adults Older Than Age 50
Platt, A. C., Sloan, F. A., & Costanzo, P. R. (2010) · Journal of Studies on Alcohol and Drugs · doi:10.15288/jsad.2010.71.169 · Cited by 138 · see citing works
Life-Course Socioeconomic Position and Incidence of Coronary Heart Disease
Loucks, E. B., Lynch, J. W., Pilote, L., Fuhrer, R., Almeida, N., Richard, H., Agha, G., Murabito, J. M., & Benjamin, E. J. (2009) · American Journal of Epidemiology · doi:10.1093/aje/kwn403 · Cited by 134 · see citing works
Smoking History and Cognitive Function in Middle Age From the Whitehall II Study
Sabia, S. (2008) · Archives of Internal Medicine · doi:10.1001/archinte.168.11.1165 · Cited by 128 · see citing works
Self-citationAlcohol Consumption and Cognitive Function in the Whitehall II Study
Britton, A. (2004) · American Journal of Epidemiology · doi:10.1093/aje/kwh206 · Cited by 122 · see citing works
Alcohol Drinking, Cognitive Functions in Older Age, Predementia, and Dementia Syndromes
Panza, F., Capurso, C. A., D’Introno, A., Colacicco, A. M., Frisardi, V., Lorusso, M., Santamato, A., Seripa, D., Pilotto, A., Scafato, E., et al. (2009) · Journal of Alzheimer s Disease · doi:10.3233/jad-2009-1009 · Cited by 115 · see citing works
Zuccalà, G., Onder, G., Pedone, C., Cesari, M., Landi, F., Bernabei, R., & Cocchi, A. (2001) · Alcoholism: Clinical and Experimental Research · doi:10.1111/j.1530-0277.2001.tb02185.x · Cited by 113 · see citing works
Birth Weight and Income: Interactions across Generations
Conley, D., & Bennett, N. G. (2001) · Journal of Health and Social Behavior · doi:10.2307/3090189 · Cited by 111 · see citing works
Galanis, D. J., Joseph, C. L., Masaki, K., Petrovitch, H., Ross, G. W., & White, L. R. (2000) · American Journal of Public Health · doi:10.2105/ajph.90.8.1254 · Cited by 105 · see citing works
Physical activity and cognitive health
Jedrziewski, M. K., Lee, V. M. ‐., & Trojanowski, J. Q. (2007) · Alzheimer s & Dementia · doi:10.1016/j.jalz.2007.01.009 · Cited by 99 · see citing works
Ngandu, T., Helkala, E., Soininen, H. S., Winblad, B. G., Tuomilehto, J., Nissinen, A. M., & Kivipelto, M. (2006) · Dementia and Geriatric Cognitive Disorders · doi:10.1159/000097995 · Cited by 78 · see citing works
Singh‐Manoux, A., Britton, A. R., Mika Kivimaki, B., Guéguen, A., Halcox, J., & Marmot, M. G. (2007) · Atherosclerosis · doi:10.1016/j.atherosclerosis.2007.08.010 · Cited by 36 · see citing works
Self-citation[Reproducibility of an alcohol questionnaire for a case-control study on chronic liver diseases].
Corrao, G., Lepore, A. R., Rapone, C., Miccoli, C., & di Orio, F. (1991) · PubMed · Cited by 7 · see citing works
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Beydoun, M. A., Beydoun, H. A., Gamaldo, A. A., Teel, A., Zonderman, A. B., & Wang, Y. (2014) · BMC Public Health · doi:10.1186/1471-2458-14-643 · Cited by 671 · see citing works
Moderate alcohol consumption and cognitive risk
Neafsey, E., & Collins, M. (2011) · Neuropsychiatric Disease and Treatment · doi:10.2147/ndt.s23159 · Cited by 205 · see citing works
Port, A. L., Guéguen, A., Kesse‐Guyot, E., Melchior, M., Lemogne, C., Nabi, H., Goldberg, M., Zins, M., & Czernichow, S. (2012) · PLoS ONE · doi:10.1371/journal.pone.0051593 · Cited by 177 · see citing works
Self-citationLafortune, L., Martin, S., Kelly, S., Kuhn, I., Remes, O., Cowan, A., & Brayne, C. (2016) · PLOS ONE · doi:10.1371/journal.pone.0144405 · Cited by 165 · see citing works
Trantham‐Davidson, H., Glover, E. J., Gass, J. T., Lopez, M. F., Mulholland, P. J., Centanni, S. W., Floresco, S., & Chandler, L. J. (2014) · Journal of Neuroscience · doi:10.1523/jneurosci.0623-13.2014 · Cited by 128 · see citing works
Addressing inequities in alcohol consumption and related harms
ROCHE, A. M., Kostadinov, V., Fischer, J., Nicholas, R. S., OʼRourke, K., Pidd, K., & Trifonoff, A. (2015) · Health Promotion International · doi:10.1093/heapro/dav030 · Cited by 101 · see citing works
Cohort Profile Update: The GAZEL Cohort Study
Goldberg, M., Leclerc, A., & Zins, M. (2014) · International Journal of Epidemiology · doi:10.1093/ije/dyu224 · Cited by 77 · see citing works
Self-citationBrennan, S., McDonald, S. J., Page, M. J., Reid, J. E. A., Ward, S. A., Forbes, A. B., & McKenzie, J. E. (2020) · Systematic Reviews · doi:10.1186/s13643-019-1220-4 · Cited by 69 · see citing works
Beydoun, M. A., Gamaldo, A. A., Beydoun, H. A., Tanaka, T., Tucker, K. L., Talegawkar, S. A., Ferrucci, L., & Zonderman, A. B. (2014) · Journal of Nutrition · doi:10.3945/jn.113.189027 · Cited by 48 · see citing works
Alcohol consumption, drinking patterns, and cognitive function in older Eastern European adults
Horvat, P., Richards, M., Kubínová, R., Pająk, A., Malyutina, S. K., Shishkin, S. V., Pikhart, H., Peasey, A., Marmot, M. G., Singh‐Manoux, A., et al. (2014) · Neurology · doi:10.1212/wnl.0000000000001164 · Cited by 45 · see citing works
Self-citationRole of Sigma Receptors in Alcohol Addiction
Quadir, S. G., Cottone, P., & Sabino, V. (2019) · Frontiers in Pharmacology · doi:10.3389/fphar.2019.00687 · Cited by 26 · see citing works
Kesse‐Guyot, E., Andreeva, V. A., Jeandel, C., Ferry, M., Touvier, M., Herçberg, S., & Galan, P. (2012) · PLoS ONE · doi:10.1371/journal.pone.0052311 · Cited by 25 · see citing works
Weinborn, M., Woods, S. P., O’Toole, S., Kellogg, E. J., & Moyle, J. (2011) · Archives of Clinical Neuropsychology · doi:10.1093/arclin/acr071 · Cited by 25 · see citing works
Requena-Ocaña, N., Araos, P. F., Flores, M., García‐Marchena, N., Silva‐Peña, D., Aranda, J., Rivera, P., Ruiz, J. J., Serrano, A., Pavón, F. J., et al. (2021) · Scientific Reports · doi:10.1038/s41598-021-95131-2 · Cited by 24 · see citing works
Inequalities in the Distribution of the Costs of Alcohol Misuse in Scotland: A Cost of Illness Study
Johnston, M. C., Ludbrook, A., & Jaffray, M. (2012) · Alcohol and Alcoholism · doi:10.1093/alcalc/ags092 · Cited by 24 · see citing works
Requena-Ocaña, N., Flores-López, M., Papaseit, E., García‐Marchena, N., Ruiz, J. J., Ortega-Pinazo, J., Serrano, A., Pavón, F. J., Farré, M., Suárez, J., et al. (2022) · Biomedicines · doi:10.3390/biomedicines10050947 · Cited by 18 · see citing works
Highlighting the Role of Cognitive and Brain Reserve in the Substance use Disorder Field
Cutuli, D., de Guevara-Miranda, D. L., Castilla-Ortega, E., Santín, L. J., & Sampedro-Piquero, P. (2019) · Current Neuropharmacology · doi:10.2174/1570159x17666190617100707 · Cited by 14 · see citing works
Consumo de alcohol y otras drogas en el medio laboral en España
Benavides, F. G., Ruiz-Forés, N., Delclós, J., & Domingo‐Salvany, A. (2012) · Gaceta Sanitaria · doi:10.1016/j.gaceta.2012.06.006 · Cited by 12 · see citing works
Mavrodaris, A., Lafortune, L., & Brayne, C. (2022) · The Lancet Healthy Longevity · doi:10.1016/s2666-7568(22)00145-3 · Cited by 9 · see citing works
Executive Dysfunction Related to Binge Drinking in Ischemic Stroke
Laari, S. P. K., Kauranen, T. V., Turunen, K. E. A., Mustanoja, S. M., Tatlisumak, T., & Poutiainen, E. T. (2020) · Cognitive and Behavioral Neurology · doi:10.1097/wnn.0000000000000222 · Cited by 5 · see citing works
Principales efectos de la reserva cognitiva sobre diversas enfermedades: una revisión sistemática
Reynoso-Alcántara, V., Silva‐Pereyra, J., Fernández, T., & Mondragón‐Maya, A. (2018) · Psiquiatría Biológica · doi:10.1016/j.psiq.2018.02.005 · Cited by 4 · see citing works
Dance, S., Adams, S. H., Weyman, A. K., Herbert, A., Burke, C., Cassidy, N., Higson‐Sweeney, N., & Dack, C. (2025) · BMC Public Health · doi:10.1186/s12889-025-24508-z · Cited by 3 · see citing works
Choi, S., & Je, Y. (2026) · Addiction · doi:10.1111/add.70558 · Cited by 1 · see citing works
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Lorrai, I., Maccioni, R., Wu, C., Shankula, C. A., Gaytan, J. M., Torres, I., Puliga, R., Repunte‐Canonigo, V., & Sanna, P. P. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.11.15.688635 · Cited by 1 · see citing works
Horvat, P. (2014) · UCL Discovery (University College London)
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Tarvydienė, N., Steponkienė, M., Stepukonis, F., & Norkienė, S. (2017) · Sveikatos mokslai · doi:10.5200/sm-hs.2016.104
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Lokhande, A. V., Sadar, S. S., Vyawahare, N., Wankhade, P. P., & Gawande, G. P. (2025) · Journal of Neural Transmission · doi:10.1007/s00702-025-03039-2
Additional file 2 of Visual memory and alcohol use in a middle-aged birth cohort
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Additional file 1 of Visual memory and alcohol use in a middle-aged birth cohort
Mazumder, A. H., Barnett, J. H., Halt, A.-H., Taivalantti, M., Kerkelä, M., Järvelin, M., & Veijola, J. (2024) · Figshare · doi:10.6084/m9.figshare.26692903
- Authors
- Sabia, S., Guéguen, A., Berr, C., Berkman, L., Ankri, J., Goldberg, M., Zins, M., & Singh-Manoux, A.
- Affiliations
- Centre de recherche en Epidémiologie et Santé des Populations (FR)
- Centre Hospitalier Universitaire de Montpellier (FR)
- Harvard University (US)
- Université de Versailles Saint-Quentin-en-Yvelines (FR)
- Venue
- Addiction
- Publisher
- Wiley
- Published
- 2010-09-15
- Volume
- 106
- Issue
- 1
- Pages
- 93-101
- ISSN
- 0965-2140 (ISSN-L)
- PMC
- PMC3006084
- OpenAlex
- W2138325852
- Cited by
- 29
- References
- 40
- Citations by year
- 2026: 1 · 2025: 3 · 2024: 2 · 2022: 2 · 2021: 1 · 2020: 2 · 2019: 2 · 2018: 1 · 2017: 1 · 2016: 1 · 2015: 1 · 2014: 6 · 2012: 4
- FWCI
- 1.30
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Addiction (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- HAL (submittedVersion, other-oa)
- UCL Discovery (University College London) (submittedVersion)
- Funders
- National Institute on Aging (R01AG034454, R01AG013196)
- Topics
- Health Sciences › Medicine › Pathology and Forensic Medicine › Alcohol Consumption and Health Effects
- Health Sciences › Medicine › Psychiatry and Mental health › Dementia and Cognitive Impairment Research
- Health Sciences › Medicine › Epidemiology › Substance Abuse Treatment and Outcomes
- Keywords
- alcohol consumption, cognitive performance, socioeconomic status, middle-aged adults, cognitive reserve, occupational position, educational attainment, Digit Symbol Substitution Test, psychomotor speed, GAZEL cohort
- MeSH terms
- Adult, Age Factors, Alcohol Drinking, Alcoholic Beverages, Cognition Disorders, Female, France, Humans, Male, Middle Aged, Neuropsychological Tests, Psychomotor Performance, Socioeconomic Factors, Cohort Studies, Effect Modifier, Epidemiologic
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