Skip to main content

Advertisement

Log in

Enhancing Cognitive Functioning in Healthly Older Adults: a Systematic Review of the Clinical Significance of Commercially Available Computerized Cognitive Training in Preventing Cognitive Decline

  • Review
  • Published:
Neuropsychology Review Aims and scope Submit manuscript

Abstract

Successfully assisting older adults to maintain or improve cognitive function, particularly when they are dealing with neurodegenerative disorders such as Alzheimer’s disease (AD), remains a major challenge. Cognitive training may stimulate neuroplasticity thereby increasing cognitive and brain reserve. Commercial brain training programs are computerized, readily-available, easy-to-administer and adaptive but often lack supportive data and their clinical validation literature has not been previously reviewed. Therefore, in this review, we report the characteristics of commercially available brain training programs, critically assess the number and quality of studies evaluating the empirical evidence of these programs for promoting brain health in healthy older adults, and discuss underlying causal mechanisms. We searched PubMed, Google Scholar and each program’s website for relevant studies reporting the effects of computerized cognitive training on cognitively healthy older adults. The evidence for each program was assessed via the number and quality (PEDro score) of studies, including Randomized Control Trials (RCTs). Programs with clinical studies were subsequently classified as possessing Level I, II or III evidence. Out of 18 identified programs, 7 programs were investigated in 26 studies including follow-ups. Two programs were identified as possessing Level I evidence, three programs demonstrated Level II evidence and an additional two programs demonstrated Level III evidence. Overall, studies showed generally high methodological quality (average PEDro score = 7.05). Although caution must be taken regarding any potential bias due to selective reporting, current evidence supports that at least some commercially available computerized brain training products can assist in promoting healthy brain aging.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1

Similar content being viewed by others

References

  • AccessEconomics (2004). Delaying the onset of Alzheimer’s disease: projections and issues.

  • Anand, R., Chapman, S. B., Rackley, A., Keebler, M., Zientz, J., & Hart, J. (2011). Gist reasoning training in cognitively normal seniors. International Journal of Geriatric Psychiatry, 26(9), 961–968.

    Article  PubMed  Google Scholar 

  • Anderson, S., White-Schwoch, T., Parbery-Clark, A., & Kraus, N. (2013). Reversal of age-related neural timing delays with training. Proceedings of the National Academy of Sciences, 110(11), 4357–4362.

    Article  CAS  Google Scholar 

  • Anderson, S., White-Schwoch, T., Choi, H. J., & Kraus, N. (2014). Partial maintenance of auditory-based cognitive training benefits in older adults. Neuropsychologia, 62, 286–296.

    Article  PubMed  PubMed Central  Google Scholar 

  • Anderson-Hanley, C., Arciero, P. J., Brickman, A. M., Nimon, J. P., Okuma, N., Westen, S. C., et al. (2012). Exergaming and older adult cognition: A cluster randomized clinical trial. American Journal of Preventive Medicine, 42(2), 109–119.

    Article  PubMed  Google Scholar 

  • Bahar-Fuchs, A., Clare, L., & Woods, B. (2013). Cognitive training and cognitive rehabilitation for mild to moderate Alzheimer’s disease and vascular dementia. Cochrane Database of Systematic Reviews. doi:10.1002/14651858.

    PubMed  Google Scholar 

  • Ball, K., & Owsley, C. (1993). The useful field of view test: a new technique for evaluating age-related declines in visual function. Journal of the American Optometric Association, 64(1), 71–79.

    CAS  PubMed  Google Scholar 

  • Ball, K. K., Beard, B. L., Roenker, D. L., Miller, R. L., & Griggs, D. S. (1988). Age and visual search: Expanding the useful field of view. Journal of the Optical Society of America A, 5(12), 2210–2219.

    Article  CAS  Google Scholar 

  • Ball, K., Berch, D. B., Helmers, K. F., Jobe, J. B., Leveck, M. D., Marsiske, M., et al. (2002a). Effects of cognitive training interventions with older adults: a randomized controlled trial. The Journal of the American Medical Association, 288(18), 2271–2281.

    Article  PubMed  Google Scholar 

  • Ball, K. K., Wadley, V. G., & Edwards, J. D. (2002b). Advances in technology used to assess and retrain older drivers. Gerontechnology, 1(4), 251–261.

    Google Scholar 

  • Ball, K. K., Ross, L. A., Roth, D. L., & Edwards, J. D. (2013). Speed of Processing Training in the ACTIVE Study How Much Is Needed and Who Benefits? Journal of Aging and Health, 25(8 suppl), 65S–84S.

    Article  PubMed  PubMed Central  Google Scholar 

  • Ballesteros, S., Prieto, A., Mayas, J., Toril, P., Pita, C., Ponce de León, L., et al. (2014). Brain training with non-action video games enhances aspects of cognition in older adults: a randomized controlled trial. Frontiers in Aging Neuroscience, 6, 277. doi:10.3389/fnagi.2014.00277.

    Article  PubMed  PubMed Central  Google Scholar 

  • Ballesteros, S., Mayas, J., Prieto, A., Toril, P., Pita, C., Laura, P. D. L., et al. (2015a). A randomized controlled trial of brain training with non-action video games in older adults: results of the 3-month follow-up. Frontiers in Aging Neuroscience, 7, 45. doi:10.3389/fnagi.2015.00045.

    PubMed  PubMed Central  Google Scholar 

  • Ballesteros, S., Prieto, A., Mayas, J., & Waterworth, J. A. (2015b). Corrigendum: Brain training with non-action video games enhances aspects of cognition in older adults: a randomized controlled trial. Frontiers in Aging Neuroscience, 7, 82.

    PubMed  PubMed Central  Google Scholar 

  • Baltes, P. B., & Lindenberger, U. (1988). On the range of cognitive plasticity in old age as a function of experience: 15 years of intervention research. Behavior Therapy, 19(3), 283–300.

    Article  Google Scholar 

  • Baltes, P. B., Kliegl, R., & Dittmann-Kohli, F. (1988). On the locus of training gains in research on the plasticity of fluid intelligence in old age. Journal of Educational Psychology, 80(3), 392–400.

    Article  Google Scholar 

  • Bamidis, P. D., Fissler, P., Papageorgiou, S. G., Zilidou, V., Konstantinidis, E. I., Billis, A. S., et al. (2015). Gains in cognition through combined cognitive and physical training: the role of training dosage and severity of neurocognitive disorder. Frontiers in Aging Neuroscience, 7, 152.

    Article  PubMed  PubMed Central  Google Scholar 

  • Barnes, D. E., Yaffe, K., Belfor, N., Jagust, W. J., DeCarli, C., Reed, B. R., et al. (2009). Computer-based cognitive training for mild cognitive impairment: results from a pilot randomized, controlled trial. Alzheimer Disease and Associated Disorders, 23(3), 205–210. doi:10.1097/WAD.0b013e31819c6137.

    Article  PubMed  PubMed Central  Google Scholar 

  • Barnes, D. E., Santos-Modesitt, W., Poelke, G., Kramer, A. F., Castro, C., Middleton, L. E., et al. (2013). The Mental Activity and eXercise (MAX) trial: a randomized controlled trial to enhance cognitive function in older adults. JAMA Internal Medicine, 173(9), 797–804.

    Article  PubMed  Google Scholar 

  • Berry, A. S., Zanto, T. P., Clapp, W. C., Hardy, J. L., Delahunt, P. B., Mahncke, H. W., et al. (2010). The influence of perceptual training on working memory in older adults. PloS One, 5(7), e11537.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Brainage.com official site - brain age: concentration training for Nintendo 3DS. http://brainage.nintendo.com/. Accessed 16 Sept 2015.

  • Brainhq.com. http://www.brainhq.com/#. Accessed 15 Sept 2015.

  • Brayne, C. (2007). The elephant in the room—healthy brains in later life, epidemiology and public health. Nature Reviews Neuroscience, 8(3), 233–239.

    Article  CAS  PubMed  Google Scholar 

  • Brehmer, Y., Rieckmann, A., Bellander, M., Westerberg, H., Fischer, H., & Bäckman, L. (2011). Neural correlates of training-related working-memory gains in old age. NeuroImage, 58(4), 1110–1120. doi:10.1016/j.neuroimage.2011.06.079.

    Article  PubMed  Google Scholar 

  • Buonomano, D. V., & Merzenich, M. M. (1998). Cortical plasticity: from synapses to maps. Annual Review of Neuroscience, 21(1), 149–186.

    Article  CAS  PubMed  Google Scholar 

  • Buschert, V., Bokde, A. L., & Hampel, H. (2010). Cognitive intervention in Alzheimer disease. Nature Reviews Neurology, 6(9), 508–517.

    Article  CAS  PubMed  Google Scholar 

  • Cameirão, M. S., Badia, S. B. I., Oller, E. D., & Verschure, P. F. M. J. (2010). Neurorehabilitation using the virtual reality based Rehabilitation Gaming System: methodology, design, psychometrics, usability and validation. Journal of NeuroEngineering and Rehabilitation, 7, 48. doi:10.1186/1743-0003-7-48.

    Article  PubMed  PubMed Central  Google Scholar 

  • Casey, D. A., Antimisiaris, D., & O’Brien, J. (2010). Drugs for Alzheimer’s disease: are they effective? Pharmacy and Therapeutics, 35(4), 208–211.

    PubMed  PubMed Central  Google Scholar 

  • Chapman, S. B., Aslan, S., Spence, J. S., Hart, J. J., Bartz, E. K., Didehbani, N., et al. (2013). Neural Mechanisms of Brain Plasticity with Complex Cognitive Training in Healthy Seniors. Cerebral Cortex. doi:10.1093/cercor/bht234.

    PubMed  PubMed Central  Google Scholar 

  • Cicerone, K. D., Langenbahn, D. M., Braden, C., Malec, J. F., Kalmar, K., Fraas, M., et al. (2011). Evidence-based cognitive rehabilitation: updated review of the literature from 2003 through 2008. Archives of Physical Medicine and Rehabilitation, 92(4), 519–530.

    Article  PubMed  Google Scholar 

  • Cogmed.com cogmed working memory training. http://www.cogmed.com/. Accessed 17 Sept 2015.

  • Cohen, J. (1988). Statistical power analysis for the behavioral sciences. New York: Academic.

    Google Scholar 

  • Dakim.com Dakim brainfitness. https://www.dakim.com/. Accessed 17 Sept 2015.

  • Edwards, J. D., Wadley, V. G., Myers, R. S., Roenker, D. L., Cissell, G. M., & Ball, K. K. (2002). Transfer of a Speed of Processing Intervention to Near and Far Cognitive Functions. Gerontology, 48(5), 329–340.

    Article  PubMed  Google Scholar 

  • Edwards, J. D., Vance, D. E., Wadley, V. G., Cissell, G. M., Roenker, D. L., & Ball, K. K. (2005). Reliability and validity of useful field of view test scores as administered by personal computer. Journal of Clinical and Experimental Neuropsychology, 27(5), 529–543.

    Article  PubMed  Google Scholar 

  • Edwards, J. D., Ross, L. A., Wadley, V. G., Clay, O. J., Crowe, M., Roenker, D. L., et al. (2006). The useful field of view test: normative data for older adults. Archives of Clinical Neuropsychology, 21(4), 275–286.

    Article  PubMed  Google Scholar 

  • Edwards, J. D., Valdés, E. G., Peronto, C., Castora-Binkley, M., Alwerdt, J., Andel, R., et al. (2013). The efficacy of InSight cognitive training to improve useful field of view performance: A brief report. The Journals of Gerontology Series B: Psychological Sciences and Social Sciences, 70(3), 417–422. doi:10.1093/geronb/gbt113.

    Article  Google Scholar 

  • Engvig, A., Fjell, A. M., Westlye, L. T., Moberget, T., Sundseth, Ø., Larsen, V. A., et al. (2010). Effects of memory training on cortical thickness in the elderly. NeuroImage, 52(4), 1667–1676.

    Article  PubMed  Google Scholar 

  • Engvig, A., Fjell, A. M., Westlye, L. T., Moberget, T., Sundseth, Ø., Larsen, V. A., et al. (2012). Memory training impacts short-term changes in aging white matter: A longitudinal diffusion tensor imaging study. Human Brain Mapping, 33(10), 2390–2406.

    Article  PubMed  Google Scholar 

  • Fernandez, A. (2010). Transforming brain health with digital tools to assess, enhance and treat cognition across the lifespan: the state of the brain health market. <http://www.sharpbrains.com/executive-summary/>. Accessed 9 Feb 2011.

  • Frantzidis, C. A., Ladas, A.-K. I., Vivas, A. B., Tsolaki, M., & Bamidis, P. D. (2014). Cognitive and physical training for the elderly: Evaluating outcome efficacy by means of neurophysiological synchronization. International Journal of Psychophysiology, 93(1), 1–11. doi:10.1016/j.ijpsycho.2014.01.007.

    Article  PubMed  Google Scholar 

  • Fratiglioni, L., Paillard-Borg, S., & Winblad, B. (2004). An active and socially integrated lifestyle in late life might protect against dementia. The Lancet Neurology, 3(6), 343–353.

    Article  PubMed  Google Scholar 

  • Galante, E., Venturini, G., & Fiaccadori, C. (2007). Computer-based cognitive intervention for dementia: Preliminary results of a randomized clinical trial. The Italian Journal of Occupational Medicine and Ergonomics, 29(3 suppl B), B26–B32.

    CAS  Google Scholar 

  • Gates, N., Sachdev, P., Singh, M. F., & Valenzuela, M. (2011). Cognitive and memory training in adults at risk of dementia: A systematic review. BMC Geriatrics, 11(1), 55. doi:10.1186/1471-2318-11-55.

    Article  PubMed  PubMed Central  Google Scholar 

  • Geyer, J., Insel, P., Farzin, F., Sternberg, D., Hardy, J. L., Scanlon, M., et al. (2015). Evidence for age-associated cognitive decline from internet game scores. Alzheimer’s & Dementia: Diagnosis, Assessment & Disease Monitoring, 1(2), 260–267.

    Google Scholar 

  • Günther, V. K., Schäfer, P., Holzner, B., & Kemmler, G. (2003). Long-term improvements in cognitive performance through computer-assisted cognitive training: A pilot study in a residential home for older people. Aging & Mental Health, 7(3), 200–206.

    Article  Google Scholar 

  • Haier, R. J., Siegel, B. V., Jr., MacLachlan, A., Soderling, E., Lottenberg, S., & Buchsbaum, M. S. (1992). Regional glucose metabolic changes after learning a complex visuospatial/motor task: A positron emission tomographic study. Brain Research, 570(1), 134–143.

    Article  CAS  PubMed  Google Scholar 

  • Haimov, I., Hanuka, E., & Horowitz, Y. (2008). Chronic insomnia and cognitive functioning among older adults. Behavioral Sleep Medicine, 6(1), 32–54.

    Article  PubMed  Google Scholar 

  • Hardy, J., & Scanlon, M. (2009). The science behind lumosity.

  • Hardy, J. L., Nelson, R. A., Thomason, M. E., Sternberg, D. A., Katovich, K., Farzin, F., et al. (2015). Enhancing cognitive abilities with comprehensive training: A large, online, randomized, active-controlled trial. PloS One, 10(9), e0134467.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Jobe, J. B., Smith, D. M., Ball, K., Tennstedt, S. L., Marsiske, M., Willis, S. L., et al. (2001). ACTIVE: A cognitive intervention trial to promote independence in older adults. Controlled Clinical Trials, 22(4), 453–479.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Johansson, B. B. (2004). Brain plasticity in health and disease. The Keio Journal of Medicine, 53(4), 231–246.

    Article  PubMed  Google Scholar 

  • Koepp, M., Gunn, R., Lawrence, A., Cunningham, V., Dagher, A., Jones, T., et al. (1998). Evidence for striatal dopamine release during a video game. Nature, 393(6682), 266–267.

    Article  CAS  PubMed  Google Scholar 

  • Kueider, A. M., Parisi, J. M., Gross, A. L., & Rebok, G. W. (2012). Computerized cognitive training with older adults: A systematic review. PloS One, 7(7), e40588.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Lampit, A., Hallock, H., & Valenzuela, M. (2014). Computerized cognitive training in cognitively healthy older adults: A systematic review and meta-analysis of effect modifiers. PLoS Medicine, 11(11), e1001756.

    Article  PubMed  PubMed Central  Google Scholar 

  • Landau, S. M., Marks, S. M., Mormino, E. C., Rabinovici, G. D., Oh, H., O’Neil, J. P., et al. (2012). Association of lifetime cognitive engagement and low beta-amyloid deposition. Archives of Neurology, 69(5), 623–629.

    Article  PubMed  PubMed Central  Google Scholar 

  • Leung, N. T., Tam, H. M., Chu, L. W., Kwok, T. C., Chan, F., Lam, L. C., et al. (2015). Neural plastic effects of cognitive training on aging brain. Neural Plasticity, 501, 535618. doi:10.1155/2015/535618.

    Google Scholar 

  • Lewis, M. S., & Miller, L. S. (2007). Executive control functioning and functional ability in older adults. The Clinical Neuropsychologist, 21(2), 274–285.

    Article  PubMed  Google Scholar 

  • Lumosity.com brain games & brain training - lumosity. http://www.lumosity.com/. Accessed 17 Sept 2015.

  • Maher, C. G., Sherrington, C., Herbert, R. D., Moseley, A. M., & Elkins, M. (2003). Reliability of the PEDro scale for rating quality of randomized controlled trials. Physical Therapy, 83(8), 713–721.

    PubMed  Google Scholar 

  • Mahncke, H. W., Connor, B. B., Appelman, J., Ahsanuddin, O. N., Hardy, J. L., Wood, R. A., et al. (2006). Memory enhancement in healthy older adults using a brain plasticity-based training program: A randomized, controlled study. Proceedings of the National Academy of Sciences, 103(33), 12523–12528.

    Article  CAS  Google Scholar 

  • Mayas, J., Parmentier, F. B., Andrés, P., & Ballesteros, S. (2014). Plasticity of attentional functions in older adults after non-action video game training: a randomized controlled trial. PloS One, 9(3), e92269.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Merzenich, M. M. & Jenkins, W. M. (1993). Cortical representation of learned behaviors. In P. Andersen (Ed.), Memory Concepts (pp. 437-453). Amsterdam: Elsevier.

  • Merzenich, M. M. & Jenkins, W. M. (1999). In S. Levy-Reiner (Ed.), The adaptable brain (Vol. II, pp 37-50). Washington, DC: Library of Congress. 

  • Miller, K. J., Dye, R. V., Kim, J., Jennings, J. L., O’Toole, E., Wong, J., et al. (2013). Effect of a computerized brain exercise program on cognitive performance in older adults. American Journal of Geriatric Psychiatry, 21(7), 655–663. doi:10.1016/j.jagp.2013.01.077.

    Article  PubMed  Google Scholar 

  • Mowszowski, L., Batchelor, J., & Naismith, S. L. (2010). Early intervention for cognitive decline: can cognitive training be used as a selective prevention technique? International Psychogeriatrics, 22(04), 537–548.

    Article  PubMed  Google Scholar 

  • Mybraintrainer.com brain exercises, brain age test and cognitive exercises by MyBrainTrainer. http://www.mybraintrainer.com/. Accessed 17 Sept 2015.

  • Ngandu, T., Lehtisalo, J., Solomon, A., Levälahti, E., Ahtiluoto, S., Antikainen, R., et al. (2015). A 2 year multidomain intervention of diet, exercise, cognitive training, and vascular risk monitoring versus control to prevent cognitive decline in at-risk elderly people (FINGER): A randomised controlled trial. The Lancet, 385(9984), 2255–2263.

    Article  Google Scholar 

  • Nouchi, R., Taki, Y., Takeuchi, H., Hashizume, H., Akitsuki, Y., Shigemune, Y., et al. (2012). Brain training game improves executive functions and processing speed in the elderly: A randomized controlled trial. PLoS One, 7(1), e29676.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Nouchi, R., Taki, Y., Takeuchi, H., Hashizume, H., Nozawa, T., Kambara, T., et al. (2013). Brain training game boosts executive functions, working memory and processing speed in the young adults: A randomized controlled trial. PloS One, 8(2), e55518.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Nyberg, L., Sandblom, J., Jones, S., Neely, A. S., Petersson, K. M., Ingvar, M., et al. (2003). Neural correlates of training-related memory improvement in adulthood and aging. Proceedings of the National Academy of Sciences, 100(23), 13728–13733.

    Article  CAS  Google Scholar 

  • O’Brien, J. L., Edwards, J. D., Maxfield, N. D., Peronto, C. L., Williams, V. A., & Lister, J. J. (2013). Cognitive training and selective attention in the aging brain: An electrophysiological study. Clinical Neurophysiology, 124(11), 2198–2208.

    Article  PubMed  Google Scholar 

  • Olesen, P. J., Westerberg, H., & Klingberg, T. (2003). Increased prefrontal and parietal activity after training of working memory. Nature Neuroscience, 7(1), 75–79.

    Article  PubMed  CAS  Google Scholar 

  • Owen, A. M., Hampshire, A., Grahn, J. A., Stenton, R., Dajani, S., Burns, A. S., et al. (2010). Putting brain training to the test. Nature, 465(7299), 775–778.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Owsley, C., Ball, K., McGwin, G., Sloane, M. E., Roenker, D. L., White, M. F., et al. (1998). Visual processing impairment and risk of motor vehicle crash among older adults. The Journal of the American Medical Association, 279(14), 1083–1088.

    Article  CAS  PubMed  Google Scholar 

  • Pascual-Leone, A., Amedi, A., Fregni, F., & Merabet, L. B. (2005). The plastic human brain cortex. Neuroscience, 28(1), 377–401.

    CAS  Google Scholar 

  • Peretz, C., Korczyn, A. D., Shatil, E., Aharonson, V., Birnboim, S., & Giladi, N. (2011). Computer-based, personalized cognitive training versus classical computer games: A randomized double-blind prospective trial of cognitive stimulation. Neuroepidemiology, 36(2), 91–99.

    Article  PubMed  Google Scholar 

  • Petersen, R. C., Doody, R., Kurz, A., Mohs, R. C., Morris, J. C., Rabins, P. V., et al. (2001). Current concepts in mild cognitive impairment. Archives of Neurology, 58(12), 1985–1992.

    Article  CAS  PubMed  Google Scholar 

  • Rebok, G. W., Ball, K., Guey, L. T., Jones, R. N., Kim, H. Y., King, J. W., et al. (2014). Ten-year effects of the advanced cognitive training for independent and vital elderly cognitive training trial on cognition and everyday functioning in older adults. Journal of the American Geriatrics Society, 62(1), 16–24.

    Article  PubMed  PubMed Central  Google Scholar 

  • Recanzone, G. H., Merzenich, M. M., Jenkins, W. M., Grajski, K. A., & Dinse, H. R. (1992). Topographic reorganization of the hand representation in cortical area 3b owl monkeys trained in a frequency-discrimination task. Journal of Neurophysiology, 67(5), 1031–1056.

    CAS  PubMed  Google Scholar 

  • Recanzone, G. H., Schreiner, C. E., & Merzenich, M. M. (1993). Plasticity in the frequency representation of primary auditory cortex following discrimination training in adult owl monkeys. Journal of Neuroscience, 13(1), 87–103.

    CAS  PubMed  Google Scholar 

  • Reitz, C., Brayne, C., & Mayeux, R. (2011). Epidemiology of Alzheimer disease. Nature Reviews Neurology, 7(3), 137–152.

    Article  PubMed  PubMed Central  Google Scholar 

  • Rosen, A. C., Sugiura, L., Kramer, J. H., Whitfield-Gabrieli, S., & Gabrieli, J. D. (2011). Cognitive training changes hippocampal function in mild cognitive impairment: A pilot study. Journal of Alzheimer’s Disease, 3, 349–357.

    Google Scholar 

  • Ruthirakuhan, M., Luedke, A. C., Tam, A., Goel, A., Kurji, A., & Garcia, A. (2012). Use of physical and intellectual activities and socialization in the management of cognitive decline of aging and in dementia: A review. Journal of Aging Research, 2012, 384875. doi:10.1155/2012/384875.

    Article  PubMed  PubMed Central  Google Scholar 

  • Sanders, A. F. (1970). Some aspects of the selective process in the functional visual field. Ergonomics, 13(1), 101–117.

    Article  CAS  PubMed  Google Scholar 

  • Scanlon, M., Drescher, D., & Sarkar, K. (2007). Improvement of visual attention and working memory through a web-based cognitive training program. A Lumos Labs White Paper.

  • Scarmeas, N., Levy, G., Tang, M. X., Manly, J., & Stern, Y. (2001). Influence of leisure activity on the incidence of Alzheimer’s disease. Neurology, 57(12), 2236–2242.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Schaie, K. W., & Willis, S. L. (1986). Can decline in adult intellectual functioning be reversed. Developmental Psychology, 22(2), 223–232.

    Article  Google Scholar 

  • Schonknecht, P., Pantel, J., Kruse, A., & Schroder, J. (2005). Prevalence and natural course of aging-associated cognitive decline in a population-based sample of young-old subjects. American Journal of Psychiatry, 162(11), 2071–2077. doi:10.1176/appi.ajp.162.11.2071.

    Article  PubMed  Google Scholar 

  • Shah, T., Verdile, G., Sohrabi, H., Campbell, A., Putland, E., Cheetham, C., et al. (2014). A combination of physical activity and computerized brain training improves verbal memory and increases cerebral glucose metabolism in the elderly. Translational Psychiatry, 4(12), e487.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Shao, Y.-K., Mang, J., Li, P.-L., Wang, J., Deng, T., & Xu, Z.-X. (2015). Computer-based cognitive programs for improvement of memory, processing speed and executive function during age-related cognitive decline: a meta-analysis. PloS One, 10(6), e0130831.

  • Shatil, E. (2013). Does combined cognitive training and physical activity training enhance cognitive abilities more than either alone? a four-condition randomized controlled trial among healthy older adults. Frontiers in Aging Neuroscience, 5, 8. doi:10.3389/fnagi.2013.00008.

    Article  PubMed  PubMed Central  Google Scholar 

  • Shatil, E., Mikulecká, J., Bellotti, F., & Bureš, V. (2014). Novel television-based cognitive training improves working memory and executive function. PloS One, 9(7), e101472. doi:10.1371/journal.pone.0101472.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Simpson, T., Camfield, D., Pipingas, A., Macpherson, H., & Stough, C. (2012). Improved processing speed: Online computer-based cognitive training in older adults. Educational Gerontology, 38(7), 445–458.

    Article  Google Scholar 

  • Slegers, K., van Boxtel, M., & Jolles, J. (2009). Effects of computer training and internet usage on cognitive abilities in older adults: A randomized controlled study. Aging Clinical and Experimental Research, 21(1), 43–54.

    Article  PubMed  Google Scholar 

  • Small, G. W., Silverman, D. H. S., Siddarth, P., Ercoli, L. M., Miller, K. J., Lavretsky, H., et al. (2006). Effects of a 14-day healthy longevity lifestyle program on cognition and brain function. American Journal of Geriatric Psychiatry, 14(6), 538–545.

    Article  PubMed  Google Scholar 

  • Smith, G. E., Housen, P., Yaffe, K., Ruff, R., Kennison, R. F., Mahncke, H. W., et al. (2009). A cognitive training program based on principles of brain plasticity: Results from the improvement in memory with plasticity-based adaptive cognitive training (IMPACT) study. Journal of the American Geriatrics Society, 57(4), 594–603.

    Article  PubMed  PubMed Central  Google Scholar 

  • Stern, Y. (2006). Cognitive reserve and Alzheimer disease. Alzheimer Disease & Associated Disorders, 20, S69.

    Article  Google Scholar 

  • Stern, Y. (2012). Cognitive reserve in ageing and Alzheimer’s disease. The Lancet Neurology, 11(11), 1006–1012.

    Article  PubMed  PubMed Central  Google Scholar 

  • Strenziok, M., Parasuraman, R., Clarke, E., Cisler, D. S., Thompson, J. C., & Greenwood, P. M. (2014). Neurocognitive enhancement in older adults: Comparison of three cognitive training tasks to test a hypothesis of training transfer in brain connectivity. NeuroImage, 85, 1027–1039. doi:10.1016/j.neuroimage.2013.07.069.

    Article  PubMed  Google Scholar 

  • Tárraga, L., Boada, M., Modinos, G., Espinosa, A., Diego, S., Morera, A., et al. (2006). A randomised pilot study to assess the efficacy of an interactive, multimedia tool of cognitive stimulation in Alzheimer’s disease. Journal of Neurology, Neurosurgery & Psychiatry, 77(10), 1116–1121.

    Article  Google Scholar 

  • Valenzuela, M. J., & Sachdev, P. (2006). Brain reserve and dementia: A systematic review. Psychological Medicine, 36(04), 441–454.

    Article  PubMed  Google Scholar 

  • Valenzuela, M. J., Jones, M., Wen, W., Rae, C., Graham, S., Shnier, R., et al. (2003). Memory training alters hippocampal neurochemistry in healthy elderly. Neuroreport, 14(10), 1333–1337.

    Article  PubMed  Google Scholar 

  • Verghese, J., Lipton, R. B., Katz, M. J., Hall, C. B., Derby, C. A., Kuslansky, G., et al. (2003). Leisure activities and the risk of dementia in the elderly. New England Journal of Medicine, 348(25), 2508–2516.

    Article  PubMed  Google Scholar 

  • Verghese, J., Mahoney, J., Ambrose, A. F., Wang, C., & Holtzer, R. (2010). Effect of cognitive remediation on gait in sedentary seniors. The Journals of Gerontology Series A: Biological Sciences and Medical Sciences, 65(12), 1338–1343. doi:10.1093/gerona/glq127.

    Article  Google Scholar 

  • Vinogradov, S., Fisher, M., Holland, C., Shelly, W., Wolkowitz, O., & Mellon, S. H. (2009). Is serum brain-derived neurotrophic factor a biomarker for cognitive enhancement in schizophrenia? Biological Psychiatry, 66(6), 549–553.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Walser, R. F., Meserve, B. B., & Boucher, T. R. (2009). The effectiveness of thoracic spine manipulation for the management of musculoskeletal conditions: A systematic review and meta-analysis of randomized clinical trials. The Journal of Manual & Manipulative Therapy, 17(4), 237–246. doi:10.1179/106698109791352085.

    Article  Google Scholar 

  • Willis, S. L. (1987). Cognitive training and everyday competence. Annual Review of Gerontology & Geriatrics, 7, 159–188.

    CAS  Google Scholar 

  • Willis, S. L., Tennstedt, S. L., Marsiske, M., Ball, K., Elias, J., Koepke, K. M., et al. (2006). Long-term effects of cognitive training on everyday functional outcomes in older adults. The Journal of the American Medical Association, 296(23), 2805–2814.

    Article  CAS  PubMed  Google Scholar 

  • Wilson, R., Scherr, P., Schneider, J., Tang, Y., & Bennett, D. (2007). Relation of cognitive activity to risk of developing Alzheimer disease. Neurology, 69(20), 1911–1920.

    Article  CAS  PubMed  Google Scholar 

  • Wolinsky, F. D., Unverzagt, F. W., Smith, D. M., Jones, R., Stoddard, A., & Tennstedt, S. L. (2006a). The ACTIVE cognitive training trial and health-related quality of life: protection that lasts for 5 years. The Journals of Gerontology Series A: Biological Sciences and Medical Sciences, 61(12), 1324–1329.

    Article  Google Scholar 

  • Wolinsky, F. D., Unverzagt, F. W., Smith, D. M., Jones, R., Wright, E., & Tennstedt, S. L. (2006b). The effects of the ACTIVE cognitive training trial on clinically relevant declines in health-related quality of life. The Journals of Gerontology: Series B, 61(5), S281–S287.

    Article  Google Scholar 

  • Wolinsky, F. D., Vander Weg, M. W., Howren, M. B., Jones, M. P., & Dotson, M. M. (2013). A randomized controlled trial of cognitive training using a visual speed of processing intervention in middle aged and older adults. PloS One, 8, (5), e61624. doi:10.1371/journal.pone.0061624.

  • Woods, S. P., Weinborn, M., Velnoweth, A., Rooney, A., & Bucks, R. S. (2012). Memory for intentions is uniquely associated with instrumental activities of daily living in healthy older adults. Journal of the International Neuropsychological Society, 18(1), 134–138. doi:10.1017/S1355617711001263.

    Article  PubMed  Google Scholar 

  • Woodward, M., & Brodaty, H. (2007). Dementia risk reduction: the evidence: Alzheimer’s Australia.

  • Xerri, C., Merzenich, M. M., Jenkins, W., & Santucci, S. (1999). Representational plasticity in cortical area 3b paralleling tactual-motor skill acquisition in adult monkeys. Cerebral Cortex, 9(3), 264–276.

    Article  CAS  PubMed  Google Scholar 

  • Zelinski, E. M., Spina, L. M., Yaffe, K., Ruff, R., Kennison, R. F., Mahncke, H. W., et al. (2011). Improvement in memory with plasticity-based adaptive cognitive training: Results of the 3-month follow-up. Journal of the American Geriatrics Society, 59(2), 258–265.

    Article  PubMed  Google Scholar 

Download references

Acknowledgements

TS is supported by the Australian Postgraduate Award from the University of Western Australia, the Research Excellence Award from Edith Cowan University and the Freemasons of Western Australia Education Grant 2010 and 2011. TS and MW reviewed the study abstracts and program relevant websites. All authors reviewed and approved the final manuscript. The McCusker Alzheimer’s Research Foundation Inc. contributed financial and in kind support.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Ralph N. Martins.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Shah, T.M., Weinborn, M., Verdile, G. et al. Enhancing Cognitive Functioning in Healthly Older Adults: a Systematic Review of the Clinical Significance of Commercially Available Computerized Cognitive Training in Preventing Cognitive Decline. Neuropsychol Rev 27, 62–80 (2017). https://doi.org/10.1007/s11065-016-9338-9

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11065-016-9338-9

Keywords

Navigation