Depression and Cognitive Control across the Lifespan: a Systematic Review and Meta-Analysis
Open accessAbstract
Depression has been shown to negatively impact neurocognitive functions, particularly those governed by fronto-subcortical networks, such as executive functions. Converging evidence suggests that depression-related executive dysfunction is greater at older ages, however, this has not been previously confirmed by meta-analysis. We performed a systematic review and meta-analysis, using three-level models, on peer-reviewed studies that examined depression-related differences in cognitive control in healthy community-dwelling individuals of any age. We focused on studies of cognitive control as defined by the National Institute of Mental Health (NIMH) Research Domain Criteria (RDoC) framework, which centers on goal-directed behavior, such as goal selection (updating, representations, maintenance), response selection (inhibition or suppression), and performance monitoring. In 16,806 participants aged 7 to 97 across 76 studies, both clinical depression and subthreshold depressive symptoms were associated with cognitive control deficits (Hedges' g = -0.31). This relationship was stronger in study samples with an older mean age. Within studies with a mean age of 39 years or higher, which represents the median age in our analyses, the relationship was stronger in clinical compared to subthreshold depression and in individuals taking antidepressant medication. These findings highlight the importance of clinicians screening for cognitive control dysfunction in patients with depression, particularly in later stages of adulthood.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Subclinical symptoms are associated with neurobiological and cognitive abnormalities.
“associated with neurobiological and cognitive abnormalities [15–18]”
From Efficacy of a transdiagnostic Internet prevention approach in adolescents (EMPATIA study): study protocol of a randomized controlled trial (2024) · cites this paper as [17]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Statistical Power Analysis for the Behavioral Sciences
Muller, K. E., & Cohen, J. (1989) · Technometrics · doi:10.2307/1270020 · Cited by 99,588 · see citing works
Preferred Reporting Items for Systematic Reviews and Meta-Analyses: the PRISMA statement
Moher, D., Liberati, A., Tetzlaff, J., Altman, D. G., & for the PRISMA Group (2009) · BMJ · doi:10.1136/bmj.b2535 · Cited by 83,823 · see citing works
Statistical power analysis for the behavioral sciences
Cohen, J. (1990) · Computers Environment and Urban Systems · doi:10.1016/0198-9715(90)90050-4 · Cited by 65,406 · see citing works
Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement
Moher, D., Liberati, A., Tetzlaff, J., Altman, D. G., & The PRISMA Group (2009) · PLoS Medicine · doi:10.1371/journal.pmed.1000097 · Cited by 64,042 · see citing works
Preferred reporting items for systematic reviews and meta-analyses: the PRISMA Statement.
(2009) · PubMed Central · Cited by 44,859 · see citing works
Statistical Power Analysis for the Behavioral Sciences (2nd ed.).
Lachenbruch, P. A., & Cohen, J. (1989) · Journal of the American Statistical Association · doi:10.2307/2290095 · Cited by 37,385 · see citing works
Wang, G., Ma, R., Qiao, G., Wada, K., Aizawa, Y., & Satoh, T. (2015) · Integrative Medicine International · doi:10.1159/000368408 · Cited by 18,759 · see citing works
von Elm, E., Altman, D. G., Egger, M., Pocock, S. J., Gøtzsche, P. C., Vandenbroucke, J. P., & Initiative, F. T. S. (2007) · Annals of Internal Medicine · doi:10.7326/0003-4819-147-8-200710160-00010 · Cited by 17,796 · see citing works
Effects of stress throughout the lifespan on the brain, behaviour and cognition
Lupien, S. J., McEwen, B. S., Gunnar, M. R., & Heim, C. (2009) · Nature Reviews Neuroscience · doi:10.1038/nrn2639 · Cited by 6,256 · see citing works
Distribution Theory for Glass's Estimator of Effect Size and Related Estimators
Hedges, L. V. (1981) · Journal of Educational Statistics · doi:10.2307/1164588 · Cited by 5,695 · see citing works
Cognitive impairment in depression: a systematic review and meta-analysis
Rock, P. L., Roiser, J. P., Riedel, W. J., & Blackwell, A. D. (2014) · Psychological Medicine · doi:10.1017/s0033291713002535 · Cited by 2,161 · see citing works
Grand challenges in global mental health
Collins, P. Y., Patel, V., Joestl, S. S., March, D., Insel, T. R., Daar, A. S., Bordin, I. A., Costello, E. J., Durkin, M., Fairburn, C., et al. (2011) · Nature · doi:10.1038/475027a · Cited by 2,043 · see citing works
Executive Function and the Frontal Lobes: A Meta-Analytic Review
Alvarez, J. A., & Emory, E. (2006) · Neuropsychology Review · doi:10.1007/s11065-006-9002-x · Cited by 1,981 · see citing works
Snyder, H. R. (2013) · Psychological Bulletin · doi:10.1037/a0028727 · Cited by 1,667 · see citing works
Mokdad (2018) · doi:10.1001/jama.2018.0158 · Cited by 1,517 · see citing works
Mental Illness and Mental Health: The Two Continua Model Across the Lifespan
Westerhof, G. J., & Keyes, C. L. M. (2010) · Journal of Adult Development · doi:10.1007/s10804-009-9082-y · Cited by 1,345 · see citing works
Cheung, M. W.-L. (2014) · Psychological Methods · doi:10.1037/a0032968 · Cited by 1,342 · see citing works
Depression sum-scores don’t add up: why analyzing specific depression symptoms is essential
Fried, E. I., & Nesse, R. M. (2015) · BMC Medicine · doi:10.1186/s12916-015-0325-4 · Cited by 981 · see citing works
A meta-analysis of depression severity and cognitive function
McDermott, L. M., & Ebmeier, K. P. (2009) · Journal of Affective Disorders · doi:10.1016/j.jad.2009.04.022 · Cited by 956 · see citing works
Publication bias in clinical trials due to statistical significance or direction of trial results
Hopewell, S., Loudon, K., Clarke, M. J., Oxman, A. D., & Dickersin, K. (2009) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.mr000006.pub3 · Cited by 898 · see citing works
A meta-analysis of cognitive deficits in first-episode Major Depressive Disorder
Lee, R. S. C., Hermens, D. F., Porter, M. A., & Redoblado-Hodge, M. A. (2012) · Journal of Affective Disorders · doi:10.1016/j.jad.2011.10.023 · Cited by 737 · see citing works
metaSEM: an R package for meta-analysis using structural equation modeling
Cheung, M. W. ‐. (2015) · Frontiers in Psychology · doi:10.3389/fpsyg.2014.01521 · Cited by 698 · see citing works
The NIMH research domain criteria initiative: Background, issues, and pragmatics
Kozak, M. J., & Cuthbert, B. N. (2016) · Psychophysiology · doi:10.1111/psyp.12518 · Cited by 655 · see citing works
Research Domain Criteria: cognitive systems, neural circuits, and dimensions of behavior
Morris, S. E., & Cuthbert, B. N. (2012) · Dialogues in Clinical Neuroscience · doi:10.31887/dcns.2012.14.1/smorris · Cited by 638 · see citing works
Meeks, T. W., Vahia, I. V., Lavretsky, H., Kulkarni, G., & Jeste, D. V. (2011) · Journal of Affective Disorders · doi:10.1016/j.jad.2010.09.015 · Cited by 569 · see citing works
Cognitive performance in tests sensitive to frontal lobe dysfunction in the elderly depressed
Beats, B. C., Sahakian, B. J., & Levy, R. (1996) · Psychological Medicine · doi:10.1017/s0033291700035662 · Cited by 457 · see citing works
Recurrent depressive symptoms and the incidence of dementia and mild cognitive impairment
Dotson, V. M., Beydoun, M. A., & Zonderman, A. B. (2010) · Neurology · doi:10.1212/wnl.0b013e3181e62124 · Cited by 385 · see citing works
Self-citationExecutive Dysfunction in Geriatric Depression
Lockwood, K. A., Alexopoulos, G. S., & van Gorp, W. G. (2002) · American Journal of Psychiatry · doi:10.1176/appi.ajp.159.7.1119 · Cited by 378 · see citing works
Definitions and factors associated with subthreshold depressive conditions: a systematic review
Rodríguez, M. R., Nuevo, R., Chatterji, S., & Ayuso‐Mateos, J. L. (2012) · BMC Psychiatry · doi:10.1186/1471-244x-12-181 · Cited by 371 · see citing works
McClintock, S. M., Husain, M. M., Greer, T. L., & Cullum, C. M. (2010) · Neuropsychology · doi:10.1037/a0017336 · Cited by 344 · see citing works
Self-citationMoeyaert, M., Ugille, M., Natasha Beretvas, S., Ferron, J., Bunuan, R., & Van den Noortgate, W. (2017) · International Journal of Social Research Methodology · doi:10.1080/13645579.2016.1252189 · Cited by 274 · see citing works
Naismith, S. L., Norrie, L. M., Mowszowski, L., & Hickie, I. B. (2012) · Progress in Neurobiology · doi:10.1016/j.pneurobio.2012.05.009 · Cited by 269 · see citing works
Toward a Threshold for Subthreshold Depression
Hybels, C. F., Blazer, D. G., & Pieper, C. F. (2001) · The Gerontologist · doi:10.1093/geront/41.3.357 · Cited by 244 · see citing works
Neuropsychological Impairment in Major Depression: Its Nature, Origin and Clinical Significance
Porter, R. J., Bourke, C., & Gallagher, P. (2007) · Australian & New Zealand Journal of Psychiatry · doi:10.1080/00048670601109881 · Cited by 236 · see citing works
McClintock, S. M., Husain, M. M., Wisniewski, S. R., Nierenberg, A. A., Stewart, J. W., Trivedi, M. H., Cook, I., Morris, D., Warden, D., & Rush, A. J. (2011) · Journal of Clinical Psychopharmacology · doi:10.1097/jcp.0b013e31820ebd2c · Cited by 234 · see citing works
Self-citationRahman, S., Nestor, P. J., Hodges, J. R., Sahakian, B. J., & Deakin, J. (2004) · Psychopharmacology · doi:10.1007/s00213-003-1686-5 · Cited by 217 · see citing works
Prado, C. E., Watt, S., & Crowe, S. F. (2018) · Neuropsychology Review · doi:10.1007/s11065-018-9369-5 · Cited by 188 · see citing works
Wagner, S., Doering, B., Helmreich, I., Lieb, K., & Tadić, A. (2012) · Acta Psychiatrica Scandinavica · doi:10.1111/j.1600-0447.2011.01762.x · Cited by 180 · see citing works
Dotson, V. M., Resnick, S. M., & Zonderman, A. B. (2008) · American Journal of Geriatric Psychiatry · doi:10.1097/jgp.0b013e3181662a9c · Cited by 175 · see citing works
Self-citationCognitive Functioning and Late-Life Depression
Koenig, A. M., Bhalla, R. K., & Butters, M. A. (2014) · Journal of the International Neuropsychological Society · doi:10.1017/s1355617714000198 · Cited by 161 · see citing works
Executive Function and Higher-Order Cognition: Definition and Neural Substrates
Miller, E. K., & Wallis, J. D. (2009) · Elsevier eBooks · doi:10.1016/b978-008045046-9.00418-6 · Cited by 159 · see citing works
Boone, K. B., Lesser, I. M., Miller, B. L., Wohl, M. A., Berman, N., Lee, A., Palmer, B. W., & Back, C. (1995) · Neuropsychology · doi:10.1037/0894-4105.9.3.390 · Cited by 152 · see citing works
Grey Literature and Systematic Reviews
Hopewell, S., Clarke, M. J., & Mallett, S. (2005) · doi:10.1002/0470870168.ch4 · Cited by 138 · see citing works
A comparison of neurocognitive impairment in younger and older adults with major depression
Thomas, A. J., Gallagher, P., Robinson, L. J., Porter, R., Young, A. H., Ferrier, I. N., & O'Brien, J. T. (2008) · Psychological Medicine · doi:10.1017/s0033291708004042 · Cited by 123 · see citing works
Neurocognitive Functioning in Depressed Young People: A Systematic Review and Meta-Analysis
Goodall, J., Fisher, C. A., Hetrick, S. E., Phillips, L., Parrish, E. M., & Allott, K. (2018) · Neuropsychology Review · doi:10.1007/s11065-018-9373-9 · Cited by 122 · see citing works
Major Depression Symptoms in Primary Care and Psychiatric Care Settings: A Cross-Sectional Analysis
Gaynes, B. N., Rush, A. J., Trivedi, M. H., Wisniewski, S. R., Balasubramani, G. K., Spencer, D. C., Petersen, T., Klinkman, M., Warden, D., Nicholas, L., et al. (2007) · The Annals of Family Medicine · doi:10.1370/afm.641 · Cited by 102 · see citing works
Cognitive control in depression and anxiety: out of control?
Paulus, M. P. (2014) · Current Opinion in Behavioral Sciences · doi:10.1016/j.cobeha.2014.12.003 · Cited by 71 · see citing works
Hasselbalch, B. J., Knorr, U., Hasselbalch, S. G., Gade, A., & Kessing, L. V. (2013) · European Psychiatry · doi:10.1016/j.eurpsy.2012.03.004 · Cited by 70 · see citing works
Dotson, V. M. (2014) · Journal of Depression & Anxiety · doi:10.4172/2167-1044.s1-003 · Cited by 66 · see citing works
Self-citationSSRIs and cognitive performance in a working sample
Wadsworth, E. J. K., Moss, S. C., Simpson, S. A., & Smith, A. P. (2005) · Human Psychopharmacology: Clinical and Experimental · doi:10.1002/hup.725 · Cited by 54 · see citing works
Dimensions of depressive symptoms and cingulate volumes in older adults
McLaren, M. E., Szymkowicz, S. M., O’Shea, A. M., Woods, A. J., Anton, S. D., & Dotson, V. M. (2016) · Translational Psychiatry · doi:10.1038/tp.2016.49 · Cited by 52 · see citing works
Self-citationAnxiety, depression, psychotropic drug use and cognitive impairment
Paterniti, S., Dufouil, C., Bisserbe, J. C., & Alpérovitch, A. (1999) · Psychological Medicine · doi:10.1017/s0033291798008010 · Cited by 51 · see citing works
Brailean, A., Comijs, H., Aartsen, M., Prince, M., Prina, A., Beekman, A., & Huisman, M. (2016) · Journal of Affective Disorders · doi:10.1016/j.jad.2016.05.027 · Cited by 51 · see citing works
Executive Functioning Complaints and Escitalopram Treatment Response in Late-Life Depression
Manning, K. J., Alexopoulos, G. S., Banerjee, S., Morimoto, S. S., Seirup, J. K., Klimstra, S. A., Yuen, G., Kanellopoulos, T., & Gunning-Dixon, F. (2015) · The American Journal of Geriatric Psychiatry · doi:10.1016/j.jagp.2013.11.005 · Cited by 49 · see citing works
Sundermann, E. E., Katz, M. J., & Lipton, R. B. (2016) · American Journal of Geriatric Psychiatry · doi:10.1016/j.jagp.2016.08.022 · Cited by 49 · see citing works
Sex and Age Differences in the Relation of Depressive Symptoms With Blood Pressure
Shah, M. T., Zonderman, A. B., & Waldstein, S. R. (2013) · American Journal of Hypertension · doi:10.1093/ajh/hpt135 · Cited by 34 · see citing works
Vascular depression: overrepresented among African Americans?
Culang‐Reinlieb, M. E., Persaud, A., Singh, D., Garcon, E., Rutherford, B. R., Pelton, G. H., Devanand, D. P., Roose, S. P., & Sneed, J. R. (2013) · International Journal of Geriatric Psychiatry · doi:10.1002/gps.4029 · Cited by 24 · see citing works
Cluver, L. D. (2011) · Nature · doi:10.1038/474027a · Cited by 21 · see citing works
Weisenbach, S. L., Kassel, M. T., Rao, J. A., Weldon, A., Avery, E. T., Briceño, E. M., Ajilore, O., Mann, M., Kales, H. C., Welsh, R. C., et al. (2014) · International Journal of Geriatric Psychiatry · doi:10.1002/gps.4165 · Cited by 20 · see citing works
Dotson, V. M., Zonderman, A. B., Davatzikos, C. A., Kraut, M. A., & Resnick, S. M. (2009) · Brain Imaging and Behavior · doi:10.1007/s11682-009-9078-z · Cited by 12 · see citing works
Self-citationVariability in Depression: What Have We Been Missing?
Dotson, V. M. (2016) · American Journal of Geriatric Psychiatry · doi:10.1016/j.jagp.2016.10.005 · Cited by 4 · see citing works
Self-citation
Flagged first, then by citations
Cited by
Sorted by citations
Doss, M. K., Považan, M., Rosenberg, M. D., Sepeda, N. D., Davis, A. K., Finan, P. H., Smith, G. S., Pekar, J. J., Barker, P. B., Griffiths, R. R., et al. (2021) · Translational Psychiatry · doi:10.1038/s41398-021-01706-y · Cited by 356 · see citing works
Cognitive impairment and neurocognitive profiles in major depression: A clinical perspective
Hammar, Å., Ronold, E. H., & Rekkedal, G. Å. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2022.764374 · Cited by 132 · see citing works
Hirsig, A., Häfeli, X. A., & Schmidt, S. J. (2024) · Trials · doi:10.1186/s13063-024-08241-3 · Cited by 2 · see citing works
Kaloğlu, H. A., Ünler, M., Koparal, B., Utku, Ç., & Yüksel, N. (2026) · Brain Sciences · doi:10.3390/brainsci16090922
“This issue is particularly important because depressive symptoms, including subthreshold symptoms, have been associated with poorer cognitive control, while depression more broadly may affect attention, processing speed, executive functioning, and memory [28,29].”
- Authors
- Dotson, V. M., McClintock, S. M., Verhaeghen, P., Kim, J. U., Draheim, A. A., Syzmkowicz, S. M., Gradone, A. M., Bogoian, H. R., & Wit, L. D.
- Affiliations
- Georgia State University (US)
- Duke University (US)
- Georgia Institute of Technology (US)
- University of Utah (US)
- University of Nebraska Medical Center (US)
- University of Florida Health (US)
- Corresponding author
- Dotson, Vonetta M.
- ORCID
- Venue
- Neuropsychology Review
- Published
- 2020-05-08
- Volume
- 30
- Issue
- 4
- Pages
- 461-476
- ISSN
- 1040-7308 (ISSN-L)
- 1573-6660
- PMC
- PMC9637269
- OpenAlex
- W3022076523
- Cited by
- 173
- References
- 61
- Citations by year
- 2026: 35 · 2025: 36 · 2024: 37 · 2023: 22 · 2022: 20 · 2021: 18 · 2020: 5
- FWCI
- 2.19
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Neuropsychology Review (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institute of Mental Health
- Georgia State University (Brains & Behavior Graduate Fellowship)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Health Sciences › Medicine › Pharmacology › Treatment of Major Depression
- Keywords
- depression, cognitive control, executive function, executive dysfunction, lifespan development, aging, subthreshold depression, major depressive disorder, antidepressants, response inhibition, performance monitoring, goal-directed behavior, Research Domain Criteria
- MeSH terms
- Adolescent, Adult, Aged, Aged, 80 and over, Child, Cognition, Depression, Depressive Disorder, Major, Major Depressive Disorder, Female, Humans, Longevity, Male, Middle Aged, Neuropsychological Tests, Young Adult, Executive Function, Cognitive Dysfunction
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review