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Sports Medicine

, Volume 48, Issue 6, pp 1405–1436 | Cite as

Physical Activity Throughout the Adult Life Span and Domain-Specific Cognitive Function in Old Age: A Systematic Review of Cross-Sectional and Longitudinal Data

  • Tobias Engeroff
  • Tobias Ingmann
  • Winfried Banzer
Systematic Review

Abstract

Background

A growing body of literature suggests that physical activity might alleviate the age-related neurodegeneration and decline of cognitive function. However, most of this evidence is based on data investigating the association of exercise interventions or current physical activity behavior with cognitive function in elderly subjects.

Objective

We performed a systematic review and hypothesize that physical activity during the adult life span is connected with maintained domain-specific cognitive functions during late adulthood defined as age 60+ years.

Methods

We performed a systematic literature search up to November 2017 in PubMed, Web of Science, and Google Scholar without language limitations for studies analyzing the association of leisure physical activity during the adult life span (age 18+ years) and domain-specific cognitive functions in older adults (age 60+ years).

Results

The literature review yielded 14,294 articles and after applying inclusion and exclusion criteria, nine cross-sectional and 14 longitudinal studies were included. Moderate- and vigorous-intensity leisure physical activity was associated with global cognitive function and specific cognitive domains including executive functions and memory but not attention or working memory. Most studies assessed mid- to late-adulthood physical activity, thus information concerning the influence of young adult life-span physical activity is currently lacking.

Conclusions

Observational evidence that moderate- and vigorous-intensity leisure physical activity is beneficially associated with maintained cognitive functions during old age is accumulating. Further studies are necessary to confirm a causal link by assessing objective physical activity data and the decline of cognitive functions at multiple time points during old age.

Notes

Compliance with Ethical Standards

Funding

No sources of funding were used to assist in the preparation of this article.

Conflict of interest

Tobias Engeroff, Tobias Ingmann, and Winfried Banzer have no conflicts of interest relevant to the content of this review.

References

  1. 1.
    Bherer L, Erickson KI, Liu-Ambrose T. A review of the effects of physical activity and exercise on cognitive and brain functions in older adults. J Aging Res. 2013;2013:657508.  https://doi.org/10.1155/2013/657508.PubMedPubMedCentralCrossRefGoogle Scholar
  2. 2.
    Smith PJ, Blumenthal JA, Hoffman BM, Cooper H, Strauman TA, Welsh-Bohmer K, et al. Aerobic exercise and neurocognitive performance: a meta-analytic review of randomized controlled trials. Psychosom Med. 2010;72:239–52.  https://doi.org/10.1097/PSY.0b013e3181d14633.PubMedPubMedCentralCrossRefGoogle Scholar
  3. 3.
    Santos-Lozano A, Pareja-Galeano H, Sanchis-Gomar F, Quindós-Rubial M, Fiuza-Luces C, Cristi-Montero C, et al. Physical activity and Alzheimer disease: a protective association. Mayo Clin Proc. 2016;91:999–1020.  https://doi.org/10.1016/j.mayocp.2016.04.024.PubMedCrossRefGoogle Scholar
  4. 4.
    Guure CB, Ibrahim NA, Adam MB, Said SM. Impact of physical activity on cognitive decline, dementia, and its subtypes: meta-analysis of prospective studies. Biomed Res Int. 2017;2017:9016924.  https://doi.org/10.1155/2017/9016924.PubMedPubMedCentralCrossRefGoogle Scholar
  5. 5.
    Dregan A, Gulliford MC. Leisure-time physical activity over the life course and cognitive functioning in late mid-adult years: a cohort-based investigation. Psychol Med. 2013;43:2447–58.  https://doi.org/10.1017/S0033291713000305.PubMedCrossRefGoogle Scholar
  6. 6.
    Gow AJ, Pattie A, Deary IJ. Lifecourse activity participation from early, mid, and later adulthood as determinants of cognitive aging: the Lothian Birth Cohort 1921. J Gerontol B Psychol Sci Soc Sci. 2017;72:25–37.  https://doi.org/10.1093/geronb/gbw124.PubMedCrossRefGoogle Scholar
  7. 7.
    Tierney MC, Moineddin R, Morra A, Manson J, Blake J. Intensity of recreational physical activity throughout life and later life cognitive functioning in women. J Alzheimers Dis. 2010;22:1331–8.  https://doi.org/10.3233/JAD-2010-101188.PubMedCrossRefGoogle Scholar
  8. 8.
    Rouillard M, Audiffren M, Albinet C, Ali Bahri M, Garraux G, Collette F. Contribution of four lifelong factors of cognitive reserve on late cognition in normal aging and Parkinson’s disease. J Clin Exp Neuropsychol. 2017;39:142–62.  https://doi.org/10.1080/13803395.2016.1207755.PubMedCrossRefGoogle Scholar
  9. 9.
    Brewster PWH, Melrose RJ, Marquine MJ, Johnson JK, Napoles A, MacKay-Brandt A, et al. Life experience and demographic influences on cognitive function in older adults. Neuropsychology. 2014;28:846–58.  https://doi.org/10.1037/neu0000098.PubMedPubMedCentralCrossRefGoogle Scholar
  10. 10.
    Landi F, Russo A, Barillaro C, Cesari M, Pahor M, Danese P, et al. Physical activity and risk of cognitive impairment among older persons living in the community. Aging Clin Exp Res. 2007;19:410–6.PubMedCrossRefGoogle Scholar
  11. 11.
    Gill SJ, Friedenreich CM, Sajobi TT, Longman RS, Drogos LL, Davenport MH, et al. Association between lifetime physical activity and cognitive functioning in middle-aged and older community dwelling adults: results from the Brain in Motion Study. J Int Neuropsychol Soc. 2015;21:816–30.  https://doi.org/10.1017/S1355617715000880.PubMedCrossRefGoogle Scholar
  12. 12.
    Kramer AF, Erickson KI. Capitalizing on cortical plasticity: influence of physical activity on cognition and brain function. Trends Cogn Sci. 2007;11:342–8.  https://doi.org/10.1016/j.tics.2007.06.009.PubMedCrossRefGoogle Scholar
  13. 13.
    Lezak MD, Howieson DB, Bigler ED, Tranel D. Neuropsychological assessment. 5th ed. New York (NY): Oxford University Press; 2012.Google Scholar
  14. 14.
    Liberati A, Altman DG, Tetzlaff J, Mulrow C, Gøtzsche PC, Ioannidis JPA, et al. The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate healthcare interventions: explanation and elaboration. BMJ. 2009;339:b2700.PubMedPubMedCentralCrossRefGoogle Scholar
  15. 15.
    Hurd AR, Anderson DM. The park and recreation professional’s handbook. Champaign (IL): Human Kinetics; 2011.Google Scholar
  16. 16.
    Füzéki E, Engeroff T, Banzer W. Health benefits of light-intensity physical activity: a systematic review of accelerometer data of the National Health and Nutrition Examination Survey (NHANES). Sports Med. 2017;2:1143.  https://doi.org/10.1007/s40279-017-0724-0.CrossRefGoogle Scholar
  17. 17.
    Stroup DF, Berlin JA, Morton SC, Olkin I, Williamson GD, Rennie D, et al. Meta-analysis of observational studies in epidemiology: a proposal for reporting. Meta-analysis Of Observational Studies in Epidemiology (MOOSE) group. JAMA. 2000;283:2008–12.PubMedCrossRefGoogle Scholar
  18. 18.
    Sanderson S, Tatt ID, Higgins JPT. Tools for assessing quality and susceptibility to bias in observational studies in epidemiology: a systematic review and annotated bibliography. Int J Epidemiol. 2007;36:666–76.  https://doi.org/10.1093/ije/dym018.PubMedCrossRefGoogle Scholar
  19. 19.
    Shamliyan T, Kane RL, Dickinson S. A systematic review of tools used to assess the quality of observational studies that examine incidence or prevalence and risk factors for diseases. J Clin Epidemiol. 2010;63:1061–70.  https://doi.org/10.1016/j.jclinepi.2010.04.014.PubMedCrossRefGoogle Scholar
  20. 20.
    von Elm E, Altman DG, Egger M, Pocock SJ, Gøtzsche PC, Vandenbroucke JP. The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) statement: guidelines for reporting observational studies. Lancet. 2007;370:1453–7.  https://doi.org/10.1016/S0140-6736(07)61602-X.CrossRefGoogle Scholar
  21. 21.
    Ariëns GA, van Mechelen W, Bongers PM, Bouter LM, van der Wal G. Physical risk factors for neck pain. Scand J Work Environ Health. 2000;26:7–19.PubMedCrossRefGoogle Scholar
  22. 22.
    Cliff DP, Hesketh KD, Vella SA, Hinkley T, Tsiros MD, Ridgers ND, et al. Objectively measured sedentary behaviour and health and development in children and adolescents: systematic review and meta-analysis. Obes Rev. 2016;17:330–44.  https://doi.org/10.1111/obr.12371.PubMedCrossRefGoogle Scholar
  23. 23.
    Folstein MF, Folstein SE, McHugh PR. “Mini-mental state”: a practical method for grading the cognitive state of patients for the clinician. J Psychiatr Res. 1975;12:189–98.PubMedCrossRefGoogle Scholar
  24. 24.
    Dik M, Deeg DJH, Visser M, Jonker C. Early life physical activity and cognition at old age. J Clin Exp Neuropsychol. 2003;25:643–53.  https://doi.org/10.1076/jcen.25.5.643.14583.PubMedCrossRefGoogle Scholar
  25. 25.
    Gajewski PD, Falkenstein M. Lifelong physical activity and executive functions in older age assessed by memory based task switching. Neuropsychologia. 2015;73:195–207.  https://doi.org/10.1016/j.neuropsychologia.2015.04.031.PubMedCrossRefGoogle Scholar
  26. 26.
    Gajewski PD, Falkenstein M. Long-term habitual physical activity is associated with lower distractibility in a Stroop interference task in aging: behavioral and ERP evidence. Brain Cogn. 2015;98:87–101.  https://doi.org/10.1016/j.bandc.2015.06.004.PubMedCrossRefGoogle Scholar
  27. 27.
    Pesce C, Cereatti L, Forte R, Crova C, Casella R. Acute and chronic exercise effects on attentional control in older road cyclists. Gerontology. 2011;57:121–8.  https://doi.org/10.1159/000314685.PubMedCrossRefGoogle Scholar
  28. 28.
    Middleton LE, Barnes DE, Lui L-Y, Yaffe K. Physical activity over the life course and its association with cognitive performance and impairment in old age. J Am Geriatr Soc. 2010;58:1322–6.  https://doi.org/10.1111/j.1532-5415.2010.02903.x.PubMedPubMedCentralCrossRefGoogle Scholar
  29. 29.
    Tseng BY, Uh J, Rossetti HC, Cullum CM, Diaz-Arrastia RF, Levine BD, et al. Masters athletes exhibit larger regional brain volume and better cognitive performance than sedentary older adults. J Magn Reson Imaging. 2013;38:1169–76.  https://doi.org/10.1002/jmri.24085.PubMedCrossRefGoogle Scholar
  30. 30.
    Wouters H, Aalbers T, Maessen MFH, Verbeek ALM, Rikkert MGMO, Kessels RPC, et al. Physical activity and cognitive function of long-distance walkers: studying four days marches participants. Rejuvenation Res. 2017;20:367–74.  https://doi.org/10.1089/rej.2016.1876.PubMedCrossRefGoogle Scholar
  31. 31.
    Sattler C, Erickson KI, Toro P, Schröder J. Physical fitness as a protective factor for cognitive impairment in a prospective population-based study in Germany. J Alzheimers Dis. 2011;26:709–18.  https://doi.org/10.3233/JAD-2011-110548.PubMedCrossRefGoogle Scholar
  32. 32.
    Kåreholt I, Lennartsson C, Gatz M, Parker MG. Baseline leisure time activity and cognition more than two decades later. Int J Geriatr Psychiatry. 2011;26:65–74.  https://doi.org/10.1002/gps.2490.PubMedCrossRefGoogle Scholar
  33. 33.
    Steves CJ, Mehta MM, Jackson SHD, Spector TD. Kicking back cognitive ageing: leg power predicts cognitive ageing after ten years in older female twins. Gerontology. 2016;62:138–49.  https://doi.org/10.1159/000441029.PubMedCrossRefGoogle Scholar
  34. 34.
    Weuve J, Kang JH, Manson JE, Breteler Monique MB, Ware JH, Grodstein F. Physical activity, including walking, and cognitive function in older women. JAMA. 2004;292:1454–61.  https://doi.org/10.1001/jama.292.12.1454.PubMedCrossRefGoogle Scholar
  35. 35.
    Cadar D, Pikhart H, Mishra G, Stephen A, Kuh D, Richards M. The role of lifestyle behaviors on 20-year cognitive decline. J Aging Res. 2012;2012:304014.  https://doi.org/10.1155/2012/304014.PubMedPubMedCentralCrossRefGoogle Scholar
  36. 36.
    Szoeke C, Lehert P, Henderson VW, Dennerstein L, Desmond P, Campbell S. Predictive factors for verbal memory performance over decades of aging: data from the Women’s Healthy Ageing Project. Am J Geriatr Psychiatry. 2016;24:857–67.  https://doi.org/10.1016/j.jagp.2016.05.008.PubMedCrossRefGoogle Scholar
  37. 37.
    Sabia S, Nabi H, Kivimaki M, Shipley MJ, Marmot MG, Singh-Manoux A. Health behaviors from early to late midlife as predictors of cognitive function: the Whitehall II study. Am J Epidemiol. 2009;170:428–37.  https://doi.org/10.1093/aje/kwp161.PubMedPubMedCentralCrossRefGoogle Scholar
  38. 38.
    Yu F, Ryan LH, Schaie KW, Willis SL, Kolanowski A. Factors associated with cognition in adults: the Seattle Longitudinal Study. Res Nurs Health. 2009;32:540–50.  https://doi.org/10.1002/nur.20340.PubMedPubMedCentralCrossRefGoogle Scholar
  39. 39.
    Kesse-Guyot E, Andreeva VA, Lassale C, Hercberg S, Galan P. Clustering of midlife lifestyle behaviors and subsequent cognitive function: a longitudinal study. Am J Public Health. 2014;104:e170–7.  https://doi.org/10.2105/AJPH.2014.302121.PubMedPubMedCentralCrossRefGoogle Scholar
  40. 40.
    Ku PW, Stevinson C, Chen LJ. Prospective associations between leisure-time physical activity and cognitive performance among older adults across an 11-year period. J Epidemiol. 2012;22:230–7.  https://doi.org/10.2188/jea.JE20110084.PubMedPubMedCentralCrossRefGoogle Scholar
  41. 41.
    van Gelder van BM, Tijhuis MAR, Kalmijn S, Giampaoli S, Nissinen A, Kromhout D. Physical activity in relation to cognitive decline in elderly men: the FINE Study. Neurology. 2004;63:2316–21.CrossRefGoogle Scholar
  42. 42.
    Paffenbarger RS, Wing AL, Hyde RT. Physical activity as an index of heart attack risk in college alumni. Am J Epidemiol. 1978;108:161–75.PubMedCrossRefGoogle Scholar
  43. 43.
    Friedenreich CM, Courneya KS, Bryant HE. The lifetime total physical activity questionnaire: development and reliability. Med Sci Sports Exerc. 1998;30:266–74.PubMedCrossRefGoogle Scholar
  44. 44.
    Kriska AM, Sandler RB, Cauley JA, LaPorte RE, Hom DL, Pambianco G. The assessment of historical physical activity and its relation to adult bone parameters. Am J Epidemiol. 1988;127:1053–63.PubMedCrossRefGoogle Scholar
  45. 45.
    Taylor HL, Jacobs DR, Schucker B, Knudsen J, Leon AS, Debacker G. A questionnaire for the assessment of leisure time physical activities. J Chronic Dis. 1978;31:741–55.PubMedCrossRefGoogle Scholar
  46. 46.
    Vuillemin A, Oppert JM, Guillemin F, Essermeant L, Fontvieille AM, Galan P, et al. Self-administered questionnaire compared with interview to assess past-year physical activity. Med Sci Sports Exerc. 2000;32:1119–24.PubMedCrossRefGoogle Scholar
  47. 47.
    Ainsworth BE, Haskell WL, Herrmann SD, Meckes N, Bassett DR, Tudor-Locke C, et al. 2011 compendium of physical activities: a second update of codes and MET values. Med Sci Sports Exerc. 2011;43:1575–81.  https://doi.org/10.1249/MSS.0b013e31821ece12.PubMedCrossRefGoogle Scholar
  48. 48.
    Miller DI, Taler V, Davidson PSR, Messier C. Measuring the impact of exercise on cognitive aging: methodological issues. Neurobiol Aging. 2012;33:622.e29–43.  https://doi.org/10.1016/j.neurobiolaging.2011.02.020.CrossRefGoogle Scholar
  49. 49.
    Van der Elst W. The Stroop color-word test: influence of age, sex, and education; and normative data for a large sample across the adult age range. Assessment. 2006;13:62–79.  https://doi.org/10.1177/1073191105283427.PubMedCrossRefGoogle Scholar
  50. 50.
    Darby DG, Pietrzak RH, Fredrickson J, Woodward M, Moore L, Fredrickson A, et al. Intraindividual cognitive decline using a brief computerized cognitive screening test. Alzheimers Dement. 2012;8:95–104.  https://doi.org/10.1016/j.jalz.2010.12.009.PubMedCrossRefGoogle Scholar
  51. 51.
    Kramer AF, Colcombe SJ, McAuley E, Scalf PE, Erickson KI. Fitness, aging and neurocognitive function. Neurobiol Aging. 2005;26(Suppl. 1):124–7.  https://doi.org/10.1016/j.neurobiolaging.2005.09.009.PubMedCrossRefGoogle Scholar
  52. 52.
    Colcombe SJ, Erickson KI, Scalf PE, Kim JS, Prakash R, McAuley E, et al. Aerobic exercise training increases brain volume in aging humans. J Gerontol A Biol Sci Med Sci. 2006;61:1166–70.  https://doi.org/10.1093/gerona/61.11.1166.PubMedCrossRefGoogle Scholar
  53. 53.
    Erickson KI, Leckie RL, Weinstein AM. Physical activity, fitness, and gray matter volume. Neurobiol Aging. 2014;35(Suppl. 2):S20–8.  https://doi.org/10.1016/j.neurobiolaging.2014.03.034.PubMedCrossRefGoogle Scholar
  54. 54.
    Erickson KI, Weinstein AM, Sutton BP, Prakash RS, Voss MW, Chaddock L, et al. Beyond vascularization: aerobic fitness is associated with N-acetylaspartate and working memory. Brain Behav. 2012;2:32–41.  https://doi.org/10.1002/brb3.30.PubMedPubMedCentralCrossRefGoogle Scholar
  55. 55.
    Matura S, Fleckenstein J, Deichmann R, Engeroff T, Füzéki E, Hattingen E, et al. Effects of aerobic exercise on brain metabolism and grey matter volume in older adults: results of the randomised controlled SMART trial. Transl Psychiatry. 2017;7:e1172.  https://doi.org/10.1038/tp.2017.135.PubMedPubMedCentralCrossRefGoogle Scholar
  56. 56.
    Hamer M, Chida Y. Physical activity and risk of neurodegenerative disease: a systematic review of prospective evidence. Psychol Med. 2009;39:3–11.  https://doi.org/10.1017/S0033291708003681.PubMedCrossRefGoogle Scholar
  57. 57.
    Vital TM, Stein AM, de Melo Coelho FG, Arantes FJ, Teodorov E, Santos-Galduróz RF. Physical exercise and vascular endothelial growth factor (VEGF) in elderly: a systematic review. Arch Gerontol Geriatr. 2014;59:234–9.  https://doi.org/10.1016/j.archger.2014.04.011.PubMedCrossRefGoogle Scholar
  58. 58.
    Cotman CW, Berchtold NC. Exercise: a behavioral intervention to enhance brain health and plasticity. Trends Neurosci. 2002;25:295–301.PubMedCrossRefGoogle Scholar
  59. 59.
    Huang T, Larsen KT, Ried-Larsen M, Møller NC, Andersen LB. The effects of physical activity and exercise on brain-derived neurotrophic factor in healthy humans: a review. Scand J Med Sci Sports. 2014;24:1–10.  https://doi.org/10.1111/sms.12069.PubMedCrossRefGoogle Scholar
  60. 60.
    Rovio S, Kåreholt I, Helkala E-L, Viitanen M, Winblad B, Tuomilehto J, et al. Leisure-time physical activity at midlife and the risk of dementia and Alzheimer’s disease. Lancet Neurol. 2005;4:705–11.  https://doi.org/10.1016/S1474-4422(05)70198-8.PubMedCrossRefGoogle Scholar
  61. 61.
    McCrae RR, Costa PT. A contemplated revision of the NEO Five-Factor Inventory. Pers Individ Dif. 2004;36:587–96.  https://doi.org/10.1016/S0191-8869(03)00118-1.CrossRefGoogle Scholar
  62. 62.
    Bates ME, Lemay EP. The d2 test of attention: construct validity and extensions in scoring techniques. J Int Neuropsychol Soc. 2004;10:392–400.  https://doi.org/10.1017/S135561770410307X.PubMedCrossRefGoogle Scholar
  63. 63.
    Cohen J. A factor-analytically based rationale for the Wechsler Adult Intelligence Scale. J Consult Psychol. 1957;21:451–7.  https://doi.org/10.1037/h0044203.PubMedCrossRefGoogle Scholar
  64. 64.
    Stroop JR. Studies of interference in serial verbal reactions. J Exp Psychol. 1935;18:643–62.  https://doi.org/10.1037/h0054651.CrossRefGoogle Scholar
  65. 65.
    Helmstaedter C, Lendt M, Lux S. VLMT Verbaler Lern- und Merkfähigkeitstest. Göttingen: Beltz Test GmbH; 2001.Google Scholar
  66. 66.
    Aschenbrenner S, Tucha O, Lange KW. Regensburger Wortflüssigkeits-Test: RWT: Hogrefe, Verlag für Psychologie; 2000.Google Scholar
  67. 67.
    Lehrl S, Triebig G, Fischer B. Multiple choice vocabulary test MWT as a valid and short test to estimate premorbid intelligence. Acta Neurol Scand. 1995;91:335–45.  https://doi.org/10.1111/j.1600-0404.1995.tb07018.x.PubMedCrossRefGoogle Scholar
  68. 68.
    Jäger AO, Althoff K. The WILDE intelligence test. Göttingen: Hogrefe; 1994.Google Scholar
  69. 69.
    Reitan RM. Trail Making Test: manual for administration and scoring. Tucson, AZ: Reitan Neuropsychology Laboratory; 1992.Google Scholar
  70. 70.
    Tombaugh T. Trail Making Test A and B: normative data stratified by age and education. Arch Clin Neuropsychol. 2004;19:203–14.  https://doi.org/10.1016/S0887-6177(03)00039-8.PubMedCrossRefGoogle Scholar
  71. 71.
    Tolppanen AM, Solomon A, Kulmala J, Kåreholt I, Ngandu T, Rusanen M, et al. Leisure-time physical activity from mid- to late life, body mass index, and risk of dementia. Alzheimers Dement. 2015;11(434–43):e6.  https://doi.org/10.1016/j.jalz.2014.01.008.CrossRefGoogle Scholar
  72. 72.
    Stuss DT, Stethem LL, Poirier CA. Comparison of three tests of attention and rapid information processing across six age groups. Clin Neuropsychol. 1987;1:139–52.  https://doi.org/10.1080/13854048708520046.CrossRefGoogle Scholar
  73. 73.
    Delis DC, Kramer JH, Kaplan E, Holdnack J. Reliability and validity of the Delis–Kaplan executive function system: an update. J Int Neuropsychol Soc. 2004;10:301–3.  https://doi.org/10.1017/S1355617704102191.PubMedCrossRefGoogle Scholar
  74. 74.
    Buschke H, Fuld PA. Evaluating storage, retention, and retrieval in disordered memory and learning. Neurology. 1974;24:1019.  https://doi.org/10.1212/WNL.24.11.1019.PubMedCrossRefGoogle Scholar
  75. 75.
    Meador KJ, Moore EE, Nichols ME, Abney OL, Taylor HS, Zamrini EY, Loring DW. The role of cholinergic systems in visuospatial processing and memory. J Clin Exp Neuropsychol. 1993;15:832–42.  https://doi.org/10.1080/01688639308402599.PubMedCrossRefGoogle Scholar
  76. 76.
    Blair JR, Spreen O. Predicting premorbid IQ: a revision of the national adult reading test. Clin Neuropsychol. 1989;3:129–36.  https://doi.org/10.1080/13854048908403285.CrossRefGoogle Scholar
  77. 77.
    Patel KV, Coppin AK, Manini TM, Lauretani F, Bandinelli S, Ferrucci L, Guralnik JM. Midlife physical activity and mobility in older age: the InCHIANTI study. Am J Prev Med. 2006;31:217–24.  https://doi.org/10.1016/j.amepre.2006.05.005.PubMedPubMedCentralCrossRefGoogle Scholar
  78. 78.
    Elosua R, Bartali B, Ordovas JM, Corsi AM, Lauretani F, Ferrucci L. Association between physical activity, physical performance, and inflammatory biomarkers in an elderly population: the InCHIANTI study. J Gerontol A Biol Sci Med Sci. 2005;60:760–7.  https://doi.org/10.1093/gerona/60.6.760.PubMedCrossRefGoogle Scholar
  79. 79.
    Morris JN, Fries BE, Mehr DR, Hawes C, Phillips C, Mor V, Lipsitz LA. MDS Cognitive Performance Scale. J Gerontol. 1994;49:M174–82.PubMedCrossRefGoogle Scholar
  80. 80.
    Yaffe K, Cauley J, Sands L, Browner W. Apolipoprotein E phenotype and cognitive decline in a prospective study of elderly community women. Arch Neurol. 1997;54:1110–4.  https://doi.org/10.1001/archneur.1997.00550210044011.PubMedCrossRefGoogle Scholar
  81. 81.
    Sheikh JI, Yesavage JA, Brooks JO, Friedman L, Gratzinger P, Hill RD, et al. Proposed factor structure of the Geriatric Depression Scale. Int Psychogeriatr. 1999;3:23–8.  https://doi.org/10.1017/S1041610291000480.CrossRefGoogle Scholar
  82. 82.
    Gardner R, Fisher L, Muñoz SO, Empting L. Mattis dementia rating scale: internal reliability study using a diffusely impaired population. J Clin Neuropsychol. 2008;3:271–5.  https://doi.org/10.1080/01688638108403130.CrossRefGoogle Scholar
  83. 83.
    Benton AL. Contributions to neuropsychological assessment: a clinical manual. 2nd ed. New York (NY): Oxford University Press; 1994.Google Scholar
  84. 84.
    Nucci M, Mapelli D, Mondini S. Cognitive Reserve Index questionnaire (CRIq): a new instrument for measuring cognitive reserve. Aging Clin Exp Res. 2012;24:218–26.  https://doi.org/10.3275/7800.PubMedCrossRefGoogle Scholar
  85. 85.
    Salthouse TA, Babcock RL. Decomposing adult age differences in working memory. Dev Psychol. 1991;27:763–76.  https://doi.org/10.1037/0012-1649.27.5.763.CrossRefGoogle Scholar
  86. 86.
    Sheridan LK, Fitzgerald HE, Adams KM, Nigg JT, Martel MM, Puttler LI, et al. Normative Symbol Digit Modalities Test performance in a community-based sample. Arch Clin Neuropsychol. 2006;21:23–8.  https://doi.org/10.1016/j.acn.2005.07.003.PubMedCrossRefGoogle Scholar
  87. 87.
    Morris N, Jones DM. Memory updating in working memory: the role of the central executive. Br J Psychol. 1990;81:111–21.  https://doi.org/10.1111/j.2044-8295.1990.tb02349.x.CrossRefGoogle Scholar
  88. 88.
    Golden CJ. A group version of the Stroop Color and Word Test. J Pers Assess. 1975;39:386–8.  https://doi.org/10.1207/s15327752jpa3904_10.PubMedCrossRefGoogle Scholar
  89. 89.
    Tombaugh T. Normative data stratified by age and education for two measures of verbal fluency FAS and animal naming. Arch Clin Neuropsychol. 1999;14:167–77.  https://doi.org/10.1016/S0887-6177(97)00095-4.PubMedCrossRefGoogle Scholar
  90. 90.
    Nelson HE. A modified card sorting test sensitive to frontal lobe defects. Cortex. 1976;12:313–24.  https://doi.org/10.1016/S0010-9452(76)80035-4.PubMedCrossRefGoogle Scholar
  91. 91.
    Maessen MFH, Verbeek ALM, Bakker EA, Thompson PD, Hopman MTE, Eijsvogels TMH. Lifelong exercise patterns and cardiovascular health. Mayo Clin Proc. 2016;91:745–54.  https://doi.org/10.1016/j.mayocp.2016.02.028.PubMedCrossRefGoogle Scholar
  92. 92.
    Aalbers T, Baars MAE, Olde Rikkert MGM, Kessels RPC. Puzzling with online games (BAM-COG): reliability, validity, and feasibility of an online self-monitor for cognitive performance in aging adults. J Med Internet Res. 2013;15:e270.  https://doi.org/10.2196/jmir.2860.PubMedPubMedCentralCrossRefGoogle Scholar
  93. 93.
    Mungas D, Reed BR, Crane PK, Haan MN, González H. Spanish and English Neuropsychological Assessment Scales (SENAS): further development and psychometric characteristics. Psychol Assess. 2004;16:347–59.  https://doi.org/10.1037/1040-3590.16.4.347.PubMedCrossRefGoogle Scholar
  94. 94.
    Piccinin AM, Rabbitt PM. Contribution of cognitive abilities to performance and improvement on a substitution coding task. Psychol Aging. 1999;14:539–51.PubMedCrossRefGoogle Scholar
  95. 95.
    Twisk JW. Different statistical models to analyze epidemiological observational longitudinal data: an example from the Amsterdam Growth and Health Study. Int J Sports Med. 1997;18(Suppl. 3):S216–24.  https://doi.org/10.1055/s-2007-972718.PubMedCrossRefGoogle Scholar
  96. 96.
    Hirvensalo M, Lintunen T, Rantanen T. The continuity of physical activity: a retrospective and prospective study among older people. Scand J Med Sci Sports. 2000;10:37–41.  https://doi.org/10.1034/j.1600-0838.2000.010001037.x.PubMedCrossRefGoogle Scholar
  97. 97.
    Elwood RW. The Wechsler Memory Scale-Revised: psychometric characteristics and clinical application. Neuropsychol Rev. 1991;2:179–201.  https://doi.org/10.1007/BF01109053.PubMedCrossRefGoogle Scholar
  98. 98.
    Raven J. The Raven’s progressive matrices: change and stability over culture and time. Cogn Psychol. 2000;41:1–48.  https://doi.org/10.1006/cogp.1999.0735.PubMedCrossRefGoogle Scholar
  99. 99.
    McArdle JJ. Latent variable growth within behavior genetic models. Behav Genet. 1986;16:163–200.  https://doi.org/10.1007/BF01065485.PubMedCrossRefGoogle Scholar
  100. 100.
    Brandt J, Spencer M, Folstein M. The telephone interview for cognitive status. Cogn Behav Neurol. 1988;1:111–7.Google Scholar
  101. 101.
    Scherr PA, Albert MS, Funkenstein HH, Cook NR, Hennekens CH, Branch LG, et al. Correlates of cognitive function in an elderly community population. Am J Epidemiol. 1988;128:1084–101.PubMedCrossRefGoogle Scholar
  102. 102.
    Goodglass H. The assessment of aphasia and related disorders. Philadelphia: Lea & Febiger; 1976.Google Scholar
  103. 103.
    Kuh D, Pierce M, Adams J, Deanfield J, Ekelund U, Friberg P, et al. Cohort profile: updating the cohort profile for the MRC National Survey of Health and Development: a new clinic-based data collection for ageing research. Int J Epidemiol. 2011;40:e1–9.  https://doi.org/10.1093/ije/dyq231.PubMedPubMedCentralCrossRefGoogle Scholar
  104. 104.
    Pfeiffer E. A short portable mental status questionnaire for the assessment of organic brain deficit in elderly patients. J Am Geriatr Soc. 1975;23:433–41.  https://doi.org/10.1111/j.1532-5415.1975.tb00927.x.PubMedCrossRefGoogle Scholar
  105. 105.
    Morris JC, Heyman A, Mohs RC, Hughes JP, van Belle G, Fillenbaum G, et al. The Consortium to Establish a Registry for Alzheimer’s Disease (CERAD). Part I. Clinical and neuropsychological assessment of Alzheimer’s disease. Neurology. 1989;39:1159–65.PubMedCrossRefGoogle Scholar
  106. 106.
    Collie A, Shafiq-Antonacci R, Maruff P, Tyler P, Currie J. Norms and the effects of demographic variables on a neuropsychological battery for use in healthy ageing Australian populations. Aust N Z J Psychiatry. 1999;33:568–75.  https://doi.org/10.1080/j.1440-1614.1999.00570.x.PubMedCrossRefGoogle Scholar
  107. 107.
    Delis D, Kramer J, Kaplan E, Ober B. California verbal learning test. 2nd ed. San Antonio: The Psychological Corporation; 2000.Google Scholar
  108. 108.
    Heim AW. AH4: Group Test of General Intelligence. Windsor: NFER-Nelson Publishing Company; 1970.Google Scholar
  109. 109.
    Borkowski JG, Benton AL, Spreen O. Word fluency and brain damage. Neuropsychologia. 1967;5:135–40.  https://doi.org/10.1016/0028-3932(67)90015-2.CrossRefGoogle Scholar
  110. 110.
    Gribbin K, Schaie KW, Parham IA. Complexity of life style and maintenance of intellectual abilities. J Soc Issues. 1980;36:47–61.  https://doi.org/10.1111/j.1540-4560.1980.tb02021.x.CrossRefGoogle Scholar
  111. 111.
    Thurstone LTT. Examiners manual, SRA Primary Mental Abilities Test, intermediate form. Chicago: Science Research Associates; 1949.Google Scholar
  112. 112.
    Zelinski EM, Gilewski MJ, Schaie KW. Individual differences in cross-sectional and 3-year longitudinal memory performance across the adult life span. Psychol Aging. 1993;8:176–86.  https://doi.org/10.1037/0882-7974.8.2.176.PubMedCrossRefGoogle Scholar
  113. 113.
    Blieszner R, Willis SL, Baltes PB. Training research in aging on the fluid ability of inductive reasoning. J Appl Dev Psychol. 1981;2:247–65.  https://doi.org/10.1016/0193-3973(81)90005-8.CrossRefGoogle Scholar
  114. 114.
    Schaie KW, Caskie GIL, Revell AJ, Willis SL, Kaszniak AW, Teri L. Extending neuropsychological assessments into the primary mental ability space. Neuropsychol Dev Cogn B Aging Neuropsychol Cogn. 2005;12:245–77.  https://doi.org/10.1080/13825580590969343.PubMedPubMedCentralCrossRefGoogle Scholar
  115. 115.
    Ekstrom R, French J, Harman G, Derman D. Fit of factor-referenced cognitive tests. Princeton: Educational Testing Service; 1976.Google Scholar
  116. 116.
    Schröder J, Kratz B, Pantel J, Minnemann E, Lehr U, Sauer H. Prevalence of mild cognitive impairment in an elderly community sample. J Neural Transm Suppl. 1998;54:51–9.PubMedCrossRefGoogle Scholar
  117. 117.
    Schönknecht P, Pantel J, Kruse A, Schröder J. Prevalence and natural course of aging-associated cognitive decline in a population-based sample of young-old subjects. Am J Psychiatry. 2005;162:2071–7.  https://doi.org/10.1176/appi.ajp.162.11.2071.PubMedCrossRefGoogle Scholar
  118. 118.
    Oswald WFV. Nuernberger-Alters-Inventar. Erlangen: University Erlangen-Nuernberg; 1991.Google Scholar
  119. 119.
    Horn W. Leistungspruefsystem. Göttingen: Hogrefe; 1983.Google Scholar
  120. 120.
    Caspersen CJ, Bloemberg BPM, Saris WHM, Merritt RK, Kromhout D. The prevalence of selected physical activities and their relation with coronary heart disease risk factors in elderly men: the Zutphen Study, 1985. Am J Epidemiol. 1991;133:1078–92.  https://doi.org/10.1093/oxfordjournals.aje.a115821.PubMedCrossRefGoogle Scholar
  121. 121.
    Steves CJ, Jackson SHD, Spector TD. Cognitive change in older women using a computerised battery: a longitudinal quantitative genetic twin study. Behav Genet. 2013;43:468–79.  https://doi.org/10.1007/s10519-013-9612-z.PubMedPubMedCentralCrossRefGoogle Scholar
  122. 122.
    Robbins TW, James M, Owen AM, Sahakian BJ, McInnes L, Rabbitt P. Cambridge neuropsychological test automated battery (CANTAB): a factor analytic study of a large sample of normal elderly volunteers. Dement Geriatr Cogn Disord. 2004;5:266–81.  https://doi.org/10.1159/000106735.CrossRefGoogle Scholar
  123. 123.
    Wechsler D. Wechsler adult intelligence scale-revised. New York: The Psychological Corporation; 1981.Google Scholar
  124. 124.
    Delis DC, Kaplan E, Kramer JH. Delis–Kaplan executive function system (D-KEFS) examiner’s manual. San Antonio: The Psychological Corporation; 2001.Google Scholar
  125. 125.
    Ivanoiu A, Adam S, Van Der Linden M, Salmon E, Juillerat A-C, Mulligan R, Seron X. Memory evaluation with a new cued recall test in patients with mild cognitive impairment and Alzheimer’s disease. J Neurol. 2005;252:47–55.  https://doi.org/10.1007/s00415-005-0597-2.PubMedCrossRefGoogle Scholar

Copyright information

© Springer International Publishing AG, part of Springer Nature 2018

Authors and Affiliations

  • Tobias Engeroff
    • 1
  • Tobias Ingmann
    • 1
  • Winfried Banzer
    • 1
  1. 1.Department of Sports MedicineGoethe UniversityFrankfurt am MainGermany

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