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The processing-speed theory of adult age differences in cognition
Abstract
Advancing adult age is associated with reduced processing speed, which constrains cognitive performance.
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“even healthy older adults experience age-related declines across multiple facets of cognition (Park & Shaw, 1992; Park et al., 1996; Salthouse, 1996; Salthouse & Babcock, 1991)”
From Training Older Adults to Use Tablet Computers: Does It Enhance Cognitive Function? (2016) · cites this paper as Salthouse, 1996
In the citing paper
“age-related changes in speed of information processing will constrain performance in timelimited decisions”
From Enrichment Effects on Adult Cognitive Development: Can the Functional Capacity of Older Adults Be Preserved and Enhanced? (2008) · cites this paper as Salthouse, 1996
In the citing paper
“Differential susceptibility to coordinative demands may also help to explain why life-span age differences in marker tests of fluid intelligence such as Raven's matrices tend to persist when participants are given unlimited amounts of time to solve the items”
From Enrichment Effects on Adult Cognitive Development: Can the Functional Capacity of Older Adults Be Preserved and Enhanced? (2008) · cites this paper as Salthouse, 1996
In the citing paper
“It follows a U-shaped trajectory over the lifespan, with differences in processing speed between younger and older adults being among the most widely replicated effects in the domain of cognitive aging (Salthouse 1996).”
From Hearing Impairment and Cognitive Energy: The Framework for Understanding Effortful Listening (FUEL) (2016) · cites this paper as Salthouse 1996
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“As processing speed tends to decline earlier in the aging process compared to other cognitive domains, 48 the results indicate that the magnitude of normative age-related changes were similar among midlife women living in different levels of concentrated poverty areas.”
Balloff, C., Meuth, S. G., Wiendl, H., Johnen, A., Bölte, J., Penner, I., & Landmeyer, N. C. (2025) · Scientific Reports · doi:10.1038/s41598-025-96181-6 · Cited by 4
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“Declines in processing speed often precede cognitive impairments in later life [45]; as such, video game interventions may have a greater influence on timed measures than on accuracy measures.”
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Visual Perspective -Taking: Are Theory of Mind and Executive Function Involved?
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“Given that the main measure of performance on VPT tasks are response times, we decided to check the relationship between them and the processing speed, which can be treated, along with working memory capacity, as one of the most important central cognitive resources (e.g., Salthouse, 1996).”
BackgroundPark, H., & Kayser, C. (2020) · Publikationen an der Universität Bielefeld (Universität Bielefeld) · Cited by 3
Splenial white matter integrity is associated with memory impairments in posterior cortical atrophy
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“Reduced processing speed would be expected to interfere more generally with cognitive processes 90 rather than being limited to retrieval mechanisms.”
BackgroundMendoza-Ruvalcaba, N. M., Arias‐Merino, E. D., Flores-Villavicencio, M. E., Rodríguez-Díaz, M., & Díaz-García, I. F. (2018) · InTech eBooks · doi:10.5772/intechopen.71551 · Cited by 3
“Processing speed has been defined as the reaction time that produces a global effect on cognition [27].”
BackgroundPezzuti, L., Michelotti, C., Dawe, J., & Lang, M. (2022) · Educational Gerontology · doi:10.1080/03601277.2022.2109890 · Cited by 6
“Since the late 1990s, more attention has been paid to the relevance of processing speed as a parameter for detecting differences in cognitive functioning (Salthouse, 1996b).”
BackgroundCsizmadia, P., Nagy, B., Czigler, I., & Gaál, Z. A. (2022) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2022.108355 · Cited by 6
Human ageing is associated with more rigid concept spaces
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“, 2021), we found that in the dots task older adults had markedly higher decision thresholds than young adults, above and beyond perceptual and motor slowing effects associated with healthy aging (Salthouse, 1996).”
BackgroundResultInfluentialAging attenuates the memory advantage for unexpected objects in real-world scenes
Klever, L., Islam, J., Võ, M. L. ‐., & Billino, J. (2023) · Heliyon · doi:10.1016/j.heliyon.2023.e20241 · Cited by 3
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“This effect is found to be more prominent for aged individuals [12].”
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“This is attributed to the heightened impact of affect on their consumer decision-making processes (Carpenter & Yoon, 2015; Peng et al., 2016), and their limited cognitive resources (Hess, 2005; Salthouse, 1996).”
InfluentialFlinkenflügel, K., Gruber, M., Meinert, S., Thiel, K., Winter, A., Goltermann, J., Usemann, P., Brosch, K., Stein, F., Thomas‐Odenthal, F., et al. (2023) · Molecular Psychiatry · doi:10.1016/j.nsa.2023.103474 · Cited by 5
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“Information processing speed is the ability to take in information and use it quickly and appropriately and is central to overall cognition and can impact memory and ability to learn new tasks (Salthouse, 1996; Ball et al., 2007).”
Regional brain aging: premature aging of the domain general system predicts aphasia severity
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“…the sequence of stimuli and cues, and the number of modality switches in mixed-tasks blocks were counterbalanced. general slowing of RT observed for older participants, a log transformation was applied on RT for interaction that included the age variable (Faust et al., 1999 ; Salthouse, 1996 ).”
BackgroundMethodFunctional integration and segregation during semantic cognition: Evidence across age groups
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Skolasinska, P., Qin, S., Voss, M. W., Lee, H., & Basak, C. (2024) · Human Brain Mapping · doi:10.1002/hbm.26804 · Cited by 4
“…general slowing hypothesis , age-related declines in fluid task performance (e.g., tasks of cognitive control, reasoning, etc.) are largely explained by decreased processing speed (Cerella, 1991; Salthouse, 1996), due to slower execution of cognitive processes and loss of unprocessed information.”
BackgroundGrégoire, C., Attout, L., Phillips, C. L. M., Rifon, L., Hody, L., & Majerus, S. (2024) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_02260 · Cited by 2
“…level, we demonstrated that older adults exhibited overall slower RTs compared with younger adults, in line with age-related changes in processing speed and theoretical frameworks considering that processing speed is one of the first cognitive domains to show age-related decline (Salthouse, 1996).”
Thomas, L., Aitkenhead, L., Stępień, K. M., Woodall, A., MacDonald, A., & Romani, C. (2024) · Molecular Genetics and Metabolism Reports · doi:10.1016/j.ymgmr.2024.101160 · Cited by 5
Aguirre, J. M., Dellarossa, C. D., Barbagelata, D., Núñez, J. V., Mena, C., Tepper, Á., Ramírez-Mahaluf, J. P., Aceituno, D., Nachar, R., Undurraga, J. P., et al. (2025) · Schizophrenia Research · doi:10.1016/j.schres.2025.01.017 · Cited by 5
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“48 Executive function referred to a complex concept conceptualized in various contexts.”
Kail, R. V. (2013) · Intelligence · doi:10.1016/j.intell.2013.05.005 · Cited by 4
“…developed by cognitive, developmental, and differential psychologists (e.g., Cerella & Hale, 1994; Engel, Tuholski, Laughlin, & Conway, 1999; Salthouse, 1996) to explain reasoning skill in terms of a cascade of processes: more rapid dual differences in intelligence: Comments onDemetriou et…”
BackgroundMethodInfluentialAging effects in cueing tasks as assessed by the ideal observer: Peripheral cues
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Non-verbal visual reinforcement affects speech audiometry in the elderly
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“…that attempt to explain age-related differences in memory, with some of the theories invoking a sort of global decline (e.g., speed of processing: Salthouse, 1996, reduced resources: Craik & Byrd, 1982), and other theories accounting for age-related differences using a local explanation (e.g.,…”
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“Age-related reduction in processing speed has been proposed to be the main cause of age-related cognitive deficits [48] and most of the age-related variance observed in working memory tasks is associated with the integrity of white matter tracts [10].”
BackgroundIntegrating Knowledge of Cognitive System and E-Learning Applications
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“which will, in turn, impose its own competing demands on the system (Salthouse, 1996).”
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“Die Altersunterschiede in kognitiven Leistungen zwischen jüngeren und älteren Menschen lassen sich auch durch die Theorie der verlangsamten Informationsverarbeitungsgeschwindigkeit nach Salthouse [22] erklären.”
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“Increased age is associated with a decrease in processing speed (Salthouse, 1996) but both age groups identified color and monochrome pictures similarly.”
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“Therefore, it is possible that processing speed or working memory, while likely to be related to memory ability per se (Salthouse, 1996), were less directly linked individually with participants’ ability or motivation to engage and maintain compensatory memory strategies and behavior change.”
BackgroundAge-Related Differences in Time-Based Event Expectancies
Kunchulia, M., Parkosadze, K., & Thomaschke, R. (2019) · Timing & Time Perception · doi:10.1163/22134468-20181123 · Cited by 4
“Salthouse (1996), for instance, argued that many age-related reductions of cognition are due to a lengthening of cognitive processes.”
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“theory (Salthouse, 1996) poses that due to general slowing in ageing, older adults have less information simultaneously activated because information from”
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Hochstrasser, C., Rieder, S., Jufer-Riedi, U., Klein, M.-N., Feinstein, A., Banwell, B., Steiner, M., Cao, L. M., Lidzba, K., & Bigi, S. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.631536 · Cited by 4
“It is desirable to define testing methods that isolate impairment of IPS from other cognitive impairments (Myerson et al., 1990; Salthouse, 1996).”
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“Further, while older adults also typically display deficits in speed of processing (Salthouse, 1996), RTs were equivalent on the Ignore task, but slower for older adults on the Suppress task.”
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Nicosia, J., Cohen‐Shikora, E. R., & Strube, M. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.797583 · Cited by 4
“In other words, larger interference effects for one group as compared to another may reflect differences in processing speed rather than any mechanistic change in attentional control (e.g., Salthouse, 1996).”
BackgroundAge-related effects on online and offline learning in visuo-spatial working memory
Tagliabue, C. F., Varesio, G., Assecondi, S., Vescovi, M., & Mazza, V. (2022) · Aging Neuropsychology and Cognition · doi:10.1080/13825585.2022.2054926 · Cited by 5
“…perceptual abilities (e.g., Schneider & Pichora-Fuller, 2000; Tagliabue et al., 2020a), processing speed (e.g., Eckert et al., 2010; Finkel et al., 2007; Salthouse, 1996), executive control (e.g., Clapp & Gazzaley, 2012; Gazzaley et al., 2008) and memory functioning (e.g., Daselaar et al., 2003).”
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Nitsan, G., Baharav, S., Tal-Shir, D., Shakuf, V., & Ben‐David, B. M. (2022) · JMIR Serious Games · doi:10.2196/32297 · Cited by 4
“Many SGCTA developers are targeting EFs because of their prominent role in healthy cognitive aging (refer to the seminal work by Salthouse [27,28]).”
BackgroundHealthy aging impairs face discrimination ability
Logan, A. J., Gordon, G. E., & Löffler, G. (2022) · Journal of Vision · doi:10.1167/jov.22.9.1 · Cited by 7
“…of healthy aging on the neural mechanisms that underlie face discrimination from general, age-related declines in cognitive functioning (e.g., memory, processing speed) (Craik & Jennings, 1992; Fraundorf et al., 2019; Salthouse, 1996) and low-level vision (Elliott, Sanderson, & Conkey, 1995).”
BackgroundWhite, M. A., & Burns, N. R. (2022) · Drug Science Policy and Law · doi:10.1177/20503245221119046 · Cited by 5
“Speed of processing is arguably the most basic of the domains, because it sets performance limits for the other domains (Salthouse, 1996).”
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Gerstenecker, A. T., Kennedy, R., Zhang, Y., et al. (2023) · Archives of Clinical Neuropsychology · doi:10.1093/arclin/acac112 · Cited by 4
Age and skill in chess: Accuracy and speed‐accuracy performance in reasoning and knowledge
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“This decline in performance is due, in part, to age-related slowing in processing speed (Salthouse, 1996).”
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Predicting executive functioning from brain networks: modality specificity and age effects
Heckner, M. K., Cieslik, E. C., Oliveros, L. K. P., Eickhoff, S. B., Patil, K. R., & Langner, R. (2023) · Cerebral Cortex · doi:10.1093/cercor/bhad338 · Cited by 4
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“Processing speed is a theoretical construct that is typically operationalized in terms of how fast individuals perform cognitive tasks (Salthouse, 1993, 1996).”
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“…speed becomes more and more important, which is strongly related to cognito-motor functions, as suggested by studies on age-related slowing [55,56] We also noted that other forms of motor sequence learning require cognito-motor skills in a similar way and that this is not a unique feature of…”
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“309-319) procesamiento relacionados con la atención y la memoria de trabajo (Craik y Byrd, 1982), un descenso en la velocidad de procesamiento (Salthouse, 1996) y dificultades en tareas ejecutivas y de memoria episódica (Dennis, Daselaar y Cabeza, 2007).”
BackgroundSpeech perception difficulties and their associated cognitive functions in older adults
Lee, S., & Kim, H. (2016) · Phonetics and Speech Sciences · doi:10.13064/ksss.2016.8.1.063 · Cited by 5
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“Given well-known cognitive slowing with age (Salthouse, 1996), we expected older adults’ strategy selection and strategy execution to be more influenced by problem presentation durations.”
BackgroundAging does not affect integration times for the perception of depth from motion parallax
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“Considering older adults’ delayed processing for motion and pursuit information, it is possible that the temporal parameters of the motion/pursuit integration mechanismwill likewise be delayed, reflecting generalized slowing of visuospatial processing (Salthouse, 1996).”
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“In fact, a slow reaction is associated with decreased cognitive function in the older adults [23].”
Origins of Executive Functions
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Duplàa, E., Kaufman, D. M., Sauvé, L., Rénaud, L., & Ireland, A. (2017) · Human-computer interaction series · doi:10.1007/978-3-319-60672-9_6 · Cited by 5
Investigating Brand Verbal Fluency: When known brands do not come to mind
Lambert-Pandraud, R., Laurent, G., & Gourvennec, B. (2018) · International Journal of Market Research · doi:10.1177/1470785318757172 · Cited by 4
“Education is another important predictor of cognitive ability (Bowles, Grimm, & McArdle, 2005; Salthouse, 1996).”
BackgroundNiemann, H., & Gauggel, S. (2010) · Springer eBooks · doi:10.1007/978-3-642-12915-5_12 · Cited by 4
Can Acquired Skill and Technology Mitigate Age-Related Declines in Learning Rate?
Charness, N. H. (2019) · Springer eBooks · doi:10.1007/978-3-030-24135-3_12 · Cited by 5
The Application of the Rorschach Inkblot Test in the Study of Neural and Cognitive Aging
Arble, E. P., Steinert, S. W., & Daugherty, A. M. (2020) · Rorschachiana Journal of the International Society for the Rorschach · doi:10.1027/1192-5604/a000120 · Cited by 5
Emotional affection on a sustained attention task: The importance the aging process and depression
Pinel, L., Nieto, M. Á. P., Redondo, M., Rodríguez‐Rodríguez, L., León, F. G., & León, L. (2020) · PLoS ONE · doi:10.1371/journal.pone.0234405 · Cited by 6
Capizzi, R., Fisher, M., Biagianti, B., Ghiasi, N., Currie, A., Fitzpatrick, K., Albertini, N., & Vinogradov, S. (2021) · Journal of Medical Internet Research · doi:10.2196/25082 · Cited by 4
“The slowing of processing speed with age has also been well documented [41,42].”
Stetie, N. A. (2021) · Revista de Estudos da Linguagem · doi:10.17851/2237-2083.29.3.2117-1262 · Cited by 4
“Dentro de las primeras, se encuentran explicaciones vinculadas a la memoria de trabajo (GIBSON, 2000; SWETS et al., 2007), al control inhibitorio (NOVICK; TRUESWELL; THOMPSON-SCHILL, 2010; VAN DYKE; JOHNS; KUKONA, 2014); y a la velocidad de procesamiento (CAPLAN et al., 2011; SALTHOUSE, 1996).”
BackgroundAre you more impulsive with age? Examining age, marital status, and gender on cognitive ageing
MacKinnon-Lee, K.-A., & Bahr, M. (2022) · Applied Neuropsychology Adult · doi:10.1080/23279095.2022.2029741 · Cited by 4
“Under the generalized model, the brain as a whole system is subject to aging; accumulation of amyloid plaque, attacking neurological structures unsystematically, has been suggested to primarily influence widespread cognitive aging (Hardy & Selkoe, 2002; Salthouse, 1996).”
Aging and strategy switch costs: A study in arithmetic problem solving
Ardiale, É., Hodzik, S., & Lemaire, P. (2012) · L’Année psychologique · doi:10.3917/anpsy.123.0345 · Cited by 40
Omejc, N., Peskar, M., Miladinović, A., Kavcic, V., Džeroski, S., & Marušič, U. (2023) · Life · doi:10.3390/life13020391 · Cited by 4
A Conceptual Model for Meeting the Needs of Adult Learners in Distance Education and E-Learning
Fensie, A. (2023) · International Journal of Advanced Corporate Learning (iJAC) · doi:10.3991/ijac.v16i2.35729 · Cited by 8
Hybridizing conversational and clear speech
Kusumoto, A., Kain, A. B., Hosom, J.-P., et al. (2007) · Interspeech (USB) · doi:10.21437/interspeech.2007-190 · Cited by 4
“Elderly listeners often have an especially hard time understanding speech in noise or under distracting conditions [ 1 ].”
BackgroundMejora de la memoria en personas mayores: Variables a tener en cuenta
Tous, C. M. (2008) · Papeles del Psicólogo - Psychologist Papers · Cited by 4
LISTENING TO FAST SPEECH: AGING AND SENTENCE CONTEXT
Janse, E., der Werff, M. V., & Quené, H. (2007) · MPG.PuRe (Max Planck Society) · Cited by 4
van den Noort, M. W. M. L., Haverkort, M., Bosch, M. P. C., et al. (2006) · Europe’s Journal of Psychology · Cited by 4
Images of the Cognitive Brain Across Age and Culture
Goh, J. O. S., & Huang, C.-M. (2012) · InTech eBooks · doi:10.5772/23944 · Cited by 4
“The speed at which information is processed (Salthouse, 1996), the capacity of working memory (Park et al.”
BackgroundLemaire, P., & Lecacheur, M. (2004) · Current psychology letters · doi:10.4000/cpl.412 · Cited by 4
“It is possible that, given well-known decreased processing resources with age (e.g., Salthouse, 1996) and previous findings of Duverne and Lemaire (2003) on split effects, older adults are less able to calibrate their strategy choices so as to choose each strategy when it works best on each problem.”
Memória e inteligência em avaliação psicológica pericial
Rueda, M., & Javier, F. (2006) · Psic: revista da Vetor Editora · Cited by 4
Listening to Spoken Text: Adult Age Differences as Revealed by Self-paced Listening
Little, D. M., Prentice, K. J., Darrow, A. W., et al. (2005) · Experimental Aging Research · doi:10.1080/03610730590948203 · Cited by 4
“Given the additional processing time needed by a generally slower processing system associated with normal aging (Salthouse, 1996; Wingfield, Tun, Koh, & Rosen, 1999), it is surprising that in this and a prior study using discourse length passages (Titone et al., 2000), we have found this…”
Background
Metadata
- Authors
- Salthouse, T. A.
- Affiliations
- Georgia Institute of Technology (US)
- Corresponding author
- Salthouse, Timothy A.
- Venue
- Psychological Review
- Published
- 1996
- Volume
- 103
- Issue
- 3
- Pages
- 403-428
- ISSN
- 0033-295X (ISSN-L)
- 1939-1471
- OpenAlex
- W2039752037
- Semantic Scholar
- 8ed819fe682efc79801d73e6343885be23d36fb8
- Cited by
- 5,902
- References
- 113
- Citations by year
- 2026: 269 · 2025: 251 · 2024: 232 · 2023: 214 · 2022: 217 · 2021: 273 · 2020: 240 · 2019: 296 · 2018: 280 · 2017: 273 · 2016: 284 · 2015: 309 · 2014: 267 · 2013: 266 · 2012: 283
- FWCI
- 81.40
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Psychological Review (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institute on Aging (R37AG006826)
- Topics
- Social Sciences › Psychology › Developmental and Educational Psychology › Aging and Gerontology Research
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Abilities and Testing
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Functions and Memory
- Keywords
- processing speed, age differences in cognition, fluid intelligence, cognitive aging
- MeSH terms
- Adolescent, Adult, Aged, Aged, 80 and over, Aging, Attention, Cognition, Female, Humans, Male, Middle Aged, Reaction Time
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