The DOI matches its Crossref record; 72 of the 73 references it cites were found in a registry or an index, and 1 are not checked yet.
Age differences in intra-individual variability in simple and choice reaction time: systematic review and meta-analysis.
Open accessAbstract
BACKGROUND: Intra-individual variability in reaction time (RT IIV) is considered to be an index of central nervous system functioning. Such variability is elevated in neurodegenerative diseases or following traumatic brain injury. It has also been suggested to increase with age in healthy ageing. OBJECTIVES: To investigate and quantify age differences in RT IIV in healthy ageing; to examine the effect of different tasks and procedures; to compare raw and mean-adjusted measures of RT IIV. DATA SOURCES: Four electronic databases: PsycINFO, Medline, Web of Science and EMBASE, and hand searching of reference lists of relevant studies. STUDY ELIGIBILITY: English language journal articles, books or book chapters, containing quantitative empirical data on simple and/or choice RT IIV. Samples had to include younger (under 60 years) and older (60 years and above) human adults. STUDY APPRAISAL AND SYNTHESIS: Studies were evaluated in terms of sample representativeness and data treatment. Relevant data were extracted, using a specially-designed form, from the published report or obtained directly from the study authors. Age-group differences in raw and RT-mean-adjusted measures of simple and choice RT IIV were quantified using random effects meta-analyses. RESULTS: Older adults (60+ years) had greater RT IIV than younger (20-39) and middle-aged (40-59) adults. Age effects were larger in choice RT tasks than in simple RT tasks. For all measures of RT IIV, effect sizes were larger for the comparisons between older and younger adults than between older and middle-aged adults, indicating that the age-related increases in RT IIV are not limited to old age. Effect sizes were also larger for raw than for RT-mean-adjusted RT IIV measures. CONCLUSIONS: RT IIV is greater among older adults. Some (but not all) of the age-related increases in RT IIV are accounted for by the increased RT means.
Overview
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
Figures










Verification
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?
The cited source says what the claim attributes to it.
In the citing paper
“However, in contrast to previous studies (Dykiert et al., 2012a), older participants in the current study showed reduced CVs.”
From Age-related slowing of response selection and production in a visual choice reaction time task (2015) · cites this paper as Dykiert et al., 2012a
The cited source says what the claim attributes to it.
In the citing paper
“In contrast to previous studies (Dykiert et al., 2012a), we did not observe an increase in the CV of trial-to-trial RT variance with age.”
From Age-related slowing of response selection and production in a visual choice reaction time task (2015) · cites this paper as Dykiert et al., 2012a
The cited source says what the claim attributes to it.
In the citing paper
“As in previous studies (Deary and Der, 2005; Der and Deary, 2006; Dykiert et al., 2012a), we found significant increases in SRT variance with age.”
From Factors influencing the latency of simple reaction time (2015) · cites this paper as Dykiert et al., 2012a
The cited source says what the claim attributes to it.
In the citing paper
“We also found significant age-related increases in SRT variance, and, in Experiment 2, increases in the CV as well, consistent with previous reports (Dykiert et al., 2012a).”
From Factors influencing the latency of simple reaction time (2015) · cites this paper as Dykiert et al., 2012a
The check wasn’t confident either way, so it gives no verdict — never disputed.
In the citing paper
“The rate of age-related SRT slowing that we observed (mean 0.50 ms/year) was similar to that of Dykiert et al. (2012a), but considerably less than the slowing observed in other SRT studies (Deary and Der, 2005; Reeves et al., 2007; Vincent et al., 2008; Deary et al., 2011).”
From Factors influencing the latency of simple reaction time (2015) · cites this paper as Dykiert et al. (2012a)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
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
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
Preferred reporting items for systematic reviews and meta-analyses: the PRISMA Statement.
(2009) · PubMed Central · Cited by 44,859
Wang, G., Ma, R., Qiao, G., Wada, K., Aizawa, Y., & Satoh, T. (2015) · Integrative Medicine International · doi:10.1159/000368408 · Cited by 18,762
Borenstein, M., Hedges, L. V., Higgins, J. P. T., & Rothstein, H. R. (2009) · doi:10.1002/9780470743386 · Cited by 14,225
Duval, S., & Tweedie, R. (2000) · Biometrics · doi:10.1111/j.0006-341x.2000.00455.x · Cited by 14,099
Borenstein, M., Hedges, L. V., Higgins, J. P. T., & Rothstein, H. R. (2021) · doi:10.1002/9781119558378 · Cited by 9,799
The file drawer problem and tolerance for null results.
Rosenthal, R. (1979) · Psychological Bulletin · doi:10.1037/0033-2909.86.3.638 · Cited by 9,068
Cohen, J. (1992) · Psychological Bulletin · doi:10.1037//0033-2909.112.1.155 · Cited by 8,771
A Nonparametric “Trim and Fill” Method of Accounting for Publication Bias in Meta-Analysis
Duval, S., & Tweedie, R. (2000) · Journal of the American Statistical Association · doi:10.1080/01621459.2000.10473905 · Cited by 2,955
Meta-Analysis: Quantitative Methods for Research Synthesis
Rosenthal, R., & Wolf, F. M. (1987) · Contemporary Sociology A Journal of Reviews · doi:10.2307/2071646 · Cited by 1,371
European Journal of Applied Physiology
(2013) · European Journal of Applied Physiology · doi:10.1007/421.1439-6327 · Cited by 996
Variability in Reaction Time Performance of Younger and Older Adults
Hultsch, D. F., MacDonald, S. W. S., & Dixon, R. A. (2002) · The Journals of Gerontology Series B · doi:10.1093/geronb/57.2.p101 · Cited by 838
American Journal of Geriatric Psychiatry
Bowden, V. M. (1995) · JAMA · doi:10.1001/jama.1995.03520410091040 · Cited by 749
Der, G., & Deary, I. J. (2006) · Psychology and Aging · doi:10.1037/0882-7974.21.1.62 · Cited by 611
Self-citationThe handbook of aging and cognition (3rd ed.).
Craik, F. I. M., & Salthouse, T. A. (2008) · Cited by 562
Comba, P. D. P., & Hambley, T. W. (2000) · doi:10.1002/9783527612987.part1 · Cited by 561
Eysenck, H. J. (1982) · Springer eBooks · doi:10.1007/978-3-642-68664-1 · Cited by 459
West, R., Murphy, K. J., Armilio, M. L., Craik, F. I. M., & Stuss, D. T. (2002) · Brain and Cognition · doi:10.1006/brcg.2001.1507 · Cited by 418
Age differences and changes in reaction time: the Baltimore Longitudinal Study of Aging.
Fozard, J. L., Vercruyssen, M., Reynolds, S. L., Hancock, P. A., & Quilter, R. E. (1994) · Journal of Gerontology · doi:10.1093/geronj/49.4.p179 · Cited by 408
Deary, I. J., Liewald, D., & Nissan, J. (2011) · Behavior Research Methods · doi:10.3758/s13428-010-0024-1 · Cited by 328
Self-citationStuss, D. T., Stethem, L. L., Hugenholtz, H., Picton, T., Pivik, J., & Richard, M. T. (1989) · Journal of Neurology, Neurosurgery & Psychiatry · doi:10.1136/jnnp.52.6.742 · Cited by 292
Meta-Analysis: Quantitative Methods for Research Synthesis
Beltramini, R. F., & Wolf, F. M. (1987) · Journal of Marketing Research · doi:10.2307/3151396 · Cited by 244
Deary, I. J., & Der, G. (2005) · Aging, Neuropsychology, and Cognition · doi:10.1080/13825580590969235 · Cited by 243
Self-citationMacDonald, S. W. S., Hultsch, D. F., & Dixon, R. A. (2003) · Psychology and Aging · doi:10.1037/0882-7974.18.3.510 · Cited by 229
Neurocognitive markers of cognitive impairment: Exploring the roles of speed and inconsistency.
Dixon, R. A., Garrett, D. D., Lentz, T. L., MacDonald, S. W. S., Strauss, E., & Hultsch, D. F. (2007) · Neuropsychology · doi:10.1037/0894-4105.21.3.381 · Cited by 223
Replication of Age and Physical Activity Effects on Reaction and Movement Time
Spirduso, W. W., & Clifford, P. S. (1978) · Journal of Gerontology · doi:10.1093/geronj/33.1.26 · Cited by 220
Inconsistency in Reaction Time Across the Life Span.
Williams, B. R., Hultsch, D. F., Strauss, E. H., Hunter, M. A., & Tannock, R. (2005) · Neuropsychology · doi:10.1037/0894-4105.19.1.88 · Cited by 208
Stuss, D. T., Pogue, J., Buckle, L., & Bondar, J. (1994) · Neuropsychology · doi:10.1037/0894-4105.8.3.316 · Cited by 181
Intraindividual Variability, Cognition, and Aging
Hultsch, D. F., Strauss, E., Hunter, M. A., & MacDonald, S. W. S. (2015) · Routledge eBooks · doi:10.4324/9780203837665.ch10 · Cited by 177
Duchek, J. M., Balota, D. A., Tse, C., Holtzman, D. M., Fagan, A. M., & Goate, A. (2009) · Neuropsychology · doi:10.1037/a0016583 · Cited by 167
Jackson, J., Balota, D. A., Duchek, J. M., & Head, D. M. (2011) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2011.11.024 · Cited by 156
Testing the limits of cognitive plasticity in older adults: Application to attentional control
Bherer, L., Kramer, A. F., Peterson, M. S., Colcombe, S., Erickson, K., & Becic, E. (2006) · Acta Psychologica · doi:10.1016/j.actpsy.2006.01.005 · Cited by 155
Age-Related Changes in the Time Course of Vigilant Attention During 40 Hours Without Sleep in Men
Adam, M., Rétey, J., Khatami, R., & Landolt, H. (2006) · SLEEP · doi:10.1093/sleep/29.1.55 · Cited by 154
Burton, C. L., Strauss, E., Hultsch, D. F., Moll, A., & Hunter, M. A. (2006) · Journal of Clinical and Experimental Neuropsychology · doi:10.1080/13803390490918318 · Cited by 153
Sex differences in reaction time mean and intraindividual variability across the life span.
Dykiert, D., Der, G., Starr, J. M., & Deary, I. J. (2012) · Developmental Psychology · doi:10.1037/a0027550 · Cited by 141
Self-citationAging and Variability in Performance
Shammi, P., Bosman, E. L., & Stuss, D. T. (1998) · Aging Neuropsychology and Cognition · doi:10.1076/anec.5.1.1.23 · Cited by 139
Bunce, D. J., MacDonald, S. W. S., & Hultsch, D. F. (2004) · Brain and Cognition · doi:10.1016/j.bandc.2004.08.006 · Cited by 129
Age and Simple Reaction Time: Decade Differences for 5,325 Subjects
Wilkinson, R. T., & Allison, S. (1989) · Journal of Gerontology · doi:10.1093/geronj/44.2.p29 · Cited by 119
Cognition and All-Cause Mortality Across the Entire Adult Age Range: Health and Lifestyle Survey
Shipley, B. A., Der, G., Taylor, M. D., & Deary, I. J. (2006) · Psychosomatic Medicine · doi:10.1097/01.psy.0000195867.66643.0f · Cited by 118
Self-citationAging and Rapid Aiming Arm Movement Control
Yan, J. H. (1998) · Experimental Aging Research · doi:10.1080/036107398244292 · Cited by 117
Anstey, K. J., Dear, K., Christensen, H., & Jorm, A. F. (2005) · The Quarterly Journal of Experimental Psychology Section A · doi:10.1080/02724980443000232 · Cited by 115
Aging-Related Increases in Behavioral Variability: Relations to Losses of Dopamine D1 Receptors
MacDonald, S. W. S., Karlsson, S., Rieckmann, A., Nyberg, L. H., & Bäckman, L. (2012) · Journal of Neuroscience · doi:10.1523/jneurosci.5474-11.2012 · Cited by 107
Impact of Working Memory Constraints on Speech Monitoring in Healthy Children
Lentz, T. L. (2013) · Neuropsychology · Cited by 95
Movement Time, Reaction Time and Age
Pierson, W. R., & Montoye, H. J. (1958) · Journal of Gerontology · doi:10.1093/geronj/13.4.418 · Cited by 93
Maruff, P. T., Falleti, M. G., Collie, A., Darby, D., & McStephen, M. (2005) · Journal of Sleep Research · doi:10.1111/j.1365-2869.2004.00438.x · Cited by 89
Anstey, K. J. (1999) · Aging Neuropsychology and Cognition · doi:10.1076/anec.6.2.84.786 · Cited by 86
The biological basis of intelligence
Eysenck, H. J. (1988) · Cambridge University Press eBooks · doi:10.1017/cbo9780511574603.004 · Cited by 76
The Biological Basis of Intelligence. Part I: Theory
Hendrickson, A. (1982) · Springer eBooks · doi:10.1007/978-3-642-68664-1_6 · Cited by 74
Cherbuin, N., Sachdev, P. S., & Anstey, K. J. (2010) · American Journal of Geriatric Psychiatry · doi:10.1097/jgp.0b013e3181cdecf1 · Cited by 69
Revisiting Inhibitory Control Across the Life Span: Insights From the Ex-Gaussian Distribution
McAuley, T., Yap, M. J.-M., Christ, S. E., & White, D. A. (2006) · Developmental Neuropsychology · doi:10.1207/s15326942dn2903_4 · Cited by 68
Bunce, D. J., Anstey, K. J., Cherbuin, N., Burns, R. A., Christensen, H. M., Wen, W. X., & Sachdev, P. S. (2010) · PLoS ONE · doi:10.1371/journal.pone.0013567 · Cited by 68
Age and inconsistency in driving performance
Bunce, D. J., Young, M. S., Blane, A., & Khugputh, P. (2012) · Accident Analysis & Prevention · doi:10.1016/j.aap.2012.01.001 · Cited by 58
Mental Health and Cognitive Function in Adults Aged 18 to 92 Years
Bunce, D. J., Tzur, M., Ramchurn, A., Gain, F., & Bond, F. W. (2008) · The Journals of Gerontology Series B · doi:10.1093/geronb/63.2.p67 · Cited by 58
Smulders, F. T. Y., Kenemans, J. L., Jonkman, L. M., & Kok, A. (1997) · Biological Psychology · doi:10.1016/s0301-0511(96)05229-5 · Cited by 58
Depression, anxiety, and within-person variability in adults aged 18 to 85 years.
Bunce, D. J., Handley, R., & Gaines, S. O. (2008) · Psychology and Aging · doi:10.1037/a0013678 · Cited by 53
Li, S., Hämmerer, D., Müller, V., Hommel, B., & Lindenberger, U. (2008) · Psychological Research · doi:10.1007/s00426-008-0190-2 · Cited by 49
McFarland, R. A. (1937) · Journal of comparative psychology · doi:10.1037/h0058262 · Cited by 47
Attentional, emotional and hormonal data in subjects of different ages
Fontani, G., Lodi, L., Felici, A., Corradeschi, F., & Lupo, C. (2004) · European Journal of Applied Physiology · doi:10.1007/s00421-004-1108-3 · Cited by 46
Williams, B. R., Strauss, E. H., Hultsch, D. F., & Hunter, M. A. (2006) · Aging Neuropsychology and Cognition · doi:10.1080/13825580600584590 · Cited by 43
Lahtela, K., Niemi, P., & Kuusela, V. (1985) · Scandinavian Journal of Psychology · doi:10.1111/j.1467-9450.1985.tb01175.x · Cited by 41
Aging Effects on Visual Reaction Time in a Single Task Condition and When Treadmill Walking
Sparrow, W. A., Begg, R. K., & Parker, S. (2006) · Motor Control · doi:10.1123/mcj.10.3.201 · Cited by 37
Gorus, E., Raedt, R. D., & Mets, T. F. (2006) · Aging Clinical and Experimental Research · doi:10.1007/bf03324837 · Cited by 37
Effects of Age and Frequency of Stimulus Repetitions on Two-choice Reaction Time
Fozard, J. L., Thomas, J. C., & Waugh, N. C. (1976) · Journal of Gerontology · doi:10.1093/geronj/31.5.556 · Cited by 37
McFarland, R. A. (1937) · Journal of comparative psychology · doi:10.1037/h0056332 · Cited by 37
Genetic and Environmental Influences on Intraindividual Variability in Reaction Time
Finkel, D., & McGue, M. K. (2006) · Experimental Aging Research · doi:10.1080/03610730601006222 · Cited by 28
Single-dose Levodopa Administration and Aging Independently Disrupt Time Production
Rakitin, B. C., Scarmeas, N., Li, T., Malapani, C., & Stern, Y. (2006) · Journal of Cognitive Neuroscience · doi:10.1162/089892906775990615 · Cited by 28
The relation of response-time variability to age and the influence of brain wave frequency
Surwillo, W. W. (1963) · Electroencephalography and Clinical Neurophysiology · doi:10.1016/0013-4694(63)90146-9 · Cited by 27
Single-dose Levodopa Administration and Aging Independently Disrupt Time Production
Rakitin, B. C., Scarmeas, N., Li, T., Malapani, C., & Stern, Y. (2006) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2006.18.3.376 · Cited by 25
Simple Auditory Reaction Time in Aged Adults
Obrist, W. D. (1953) · The Journal of Psychology · doi:10.1080/00223980.1953.9712860 · Cited by 25
Effects of Age and Stimulus Repetition on Two-Choice Reaction Time
Waugh, N. C., Fozard, J. L., Talland, G. A., & Erwin, D. E. (1973) · Journal of Gerontology · doi:10.1093/geronj/28.4.466 · Cited by 23
Gooch, C. M., Stern, Y., & Rakitin, B. C. (2009) · Aging Neuropsychology and Cognition · doi:10.1080/13825580802592771 · Cited by 23
Free testosterone levels, attentional control, and processing speed performance in aging men.
Martin, D. M., Burns, N. R., & Wittert, G. (2009) · Neuropsychology · doi:10.1037/a0014182 · Cited by 11
Research works printed but not linked: 3
- [18]Brebner JT, Welford AT (1980) Introduction: an historical background sketch. In Reaction times Welford AT, editor. Academic Press, New York 1– 23.
- [19]Lahtela K, Niemi P, Kuusela V (1985) Adult visual choice-reaction time, age, sex, and preparedness. Scandinavian Journal of Psychology 26: 357– 362. 4089563
- [30]Hogan MJ (2003) Average speed or variable speed–what do older adults really need? Irish Journal of Psychology 24: 161– 183.
Cited by
Sorted by citations
Hallmarks of Brain Aging: Adaptive and Pathological Modification by Metabolic States
Mattson, M. P., & Arumugam, T. V. (2018) · Cell Metabolism · doi:10.1016/j.cmet.2018.05.011 · Cited by 1,242
Factors influencing the latency of simple reaction time
Woods, D. L., Wyma, J. M., Yund, E. W., Herron, T. J., & Reed, B. (2015) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2015.00131 · Cited by 336
“As in previous studies (Deary and Der, 2005; Der and Deary, 2006; Dykiert et al., 2012a), we found significant increases in SRT variance with age.”
BackgroundMethodResultInfluentialNeural variability: friend or foe?
Dinstein, I., Heeger, D. J., & Behrmann, M. (2015) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2015.04.005 · Cited by 266
Castelli, V., Benedetti, E., Antonosante, A., Catanesi, M., Pitari, G., Ippoliti, R., Cimini, A., & d’Angelo, M. (2019) · Frontiers in Molecular Neuroscience · doi:10.3389/fnmol.2019.00132 · Cited by 224
Age-related slowing of response selection and production in a visual choice reaction time task
Woods, D. L., Wyma, J. M., Yund, E. W., Herron, T. J., & Reed, B. (2015) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2015.00193 · Cited by 130
“These results also agree with some previous studies (Deary and Der, 2005), Frontiers in Human Neuroscience | www.frontiersin.org 7 April 2015 | Volume 9 | Article 193 but conflict with others (Houx and Jolles, 1993; Dykiert et al., 2012b).”
BackgroundMethodResultInfluential
Metadata
- Authors
- Dykiert, D., Der, G., Starr, J. M., & Deary, I. J.
- Affiliations
- University of Edinburgh (GB)
- MRC/CSO Social and Public Health Sciences Unit (GB)
- Corresponding author
- Dykiert, Dominika
- Venue
- PLoS ONE
- Publisher
- Public Library of Science (PLoS)
- Published
- 2012-10-11
- Volume
- 7
- Issue
- 10
- Pages
- e45759
- ISSN
- 1932-6203 (ISSN-L)
- PMC
- PMC3469552
- OpenAlex
- W2114369674
- Cited by
- 218
- References
- 73
- Citations by year
- 2026: 14 · 2025: 27 · 2024: 17 · 2023: 17 · 2022: 25 · 2021: 15 · 2020: 12 · 2019: 18 · 2018: 11 · 2017: 15 · 2016: 15 · 2015: 15 · 2014: 9 · 2013: 8
- FWCI
- 0.81
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- PLoS ONE (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam) (acceptedVersion)
- Edinburgh Research Explorer (University of Edinburgh) (acceptedVersion, other-oa)
- RePEc: Research Papers in Economics (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Figshare (submittedVersion, cc-by)
- Funders
- University of Edinburgh (G0700704/84698)
- Centre for Cognitive Ageing and Cognitive Epidemiology (G0700704/84698)
- Directorate for Biological Sciences
- Medical Research Council (G0700704)
- Engineering and Physical Sciences Research Council
- Biotechnology and Biological Sciences Research Council (G0700704/84698)
- Economic and Social Research Council
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Functions and Memory
- Social Sciences › Psychology › Developmental and Educational Psychology › Aging and Gerontology Research
- Keywords
- within-person variability, reaction time, age differences, healthy aging, older adults, choice reaction time, simple reaction time, central nervous system function, cognitive aging
- MeSH terms
- Adolescent, Adult, Aged, Aged, 80 and over, Aging, Choice Behavior, Female, Humans, Male, Middle Aged, Reaction Time, Publication Bias
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