Interrelationships among biological markers of aging, health, activity, acculturation, and cognitive performance in late adulthood.

In this study a structural equation model of predictors of age differences in cognitive performance in late adulthood was developed. Biological markers of aging (vision, hearing, vibration sense, forced expiratory volume, and grip strength) were used as indicators of a latent variable called BioAge. A sample of 180 community-dwelling women aged 60 to 90 years was assessed. Results showed that BioAge explained all of the age-related variance in cognitive test performance. Physical health and physical activity had direct effects on BioAge. Measures of acculturation explained non-age-related variance in cognitive test performance. Some variables used as biomarkers also explained individual differences in measures of crystallized intelligence and perceptual speed. It is concluded that the association between biomarkers and cognition in old age is due to more than a common statistical association with age.

[1]  T. Salthouse,et al.  Shared age-related influences on cognitive and noncognitive variables. , 1998, Psychology and aging.

[2]  P. Baltes,et al.  Emergence of a Powerful Connection Between Sensory and Cognitive Functions Across the Adult Life Span: A New Window to the Study of Cognitive Aging? , 1997 .

[3]  Lazar Stankov,et al.  Fluid and crystallized intelligence and primacy/recency components of short-term memory , 1983 .

[4]  S. Lord,et al.  Physiological Factors Associated with Falls in an Elderly Population , 1991, Journal of the American Geriatrics Society.

[5]  Intellectual functioning in old and very old age: cross-sectional results from the Berlin Aging Study. , 1997 .

[6]  P. Rabbitt,et al.  Unique and interactive effects of depression, age, socioeconomic advantage, and gender on cognitive performance of normal healthy older people , 1995 .

[7]  T. Salthouse,et al.  Interrelations of age, health, and speed. , 1995, The journals of gerontology. Series B, Psychological sciences and social sciences.

[8]  V. Leirer,et al.  Development and validation of a geriatric depression screening scale: a preliminary report. , 1982, Journal of psychiatric research.

[9]  R. Friedland,et al.  Epidemiology, education, and the ecology of Alzheimer's disease , 1993, Neurology.

[10]  J. Birren,et al.  Research on the psychology of aging: Principles, concepts and theory. , 1985 .

[11]  P. Costa,et al.  Hypochondriasis, neuroticism, and aging. When are somatic complaints unfounded? , 1985, The American psychologist.

[12]  James E. Birren,et al.  Human aging: A biological and behavioral study. , 1963 .

[13]  Sandra E. Trehub,et al.  Aging and cognitive processes , 1982 .

[14]  Mark Byrd,et al.  Patterns of memory loss in three elderly samples. , 1987, Psychology and aging.

[15]  T. Salthouse Mechanisms of Age Cognition Relations in Adulthood , 1992 .

[16]  A. Hartley,et al.  Structural equation models of relationships between exercise and cognitive abilities. , 1990, Psychology and aging.

[17]  D. Whitla,et al.  Profiles in cognitive aging , 1994 .

[18]  Alastair Heron,et al.  Age and function , 1967 .

[19]  A. Mackinnon,et al.  The relationship between health and cognitive functioning in a sample of elderly people in the community. , 1994, Age and ageing.

[20]  A. Mackinnon,et al.  Age differences and interindividual variation in cognition in community-dwelling elderly. , 1994, Psychology and aging.

[21]  Primary aging, secondary aging, and intelligence. , 1993, Psychology and aging.

[22]  J. Liang,et al.  Self-reported physical health among aged adults. , 1986, Journal of gerontology.

[23]  S. Lord,et al.  Postural stability and associated physiological factors in a population of aged persons. , 1991, Journal of gerontology.

[24]  T. Salthouse,et al.  Influence of processing speed on adult age differences in working memory. , 1992, Acta psychologica.

[25]  L. Connor,et al.  Interrelations of age, self-reported health, speed, and memory. , 1997, Psychology and aging.

[26]  Dan J. Woltz,et al.  An investigation of the role of working memory in procedural skill acquisition. , 1988 .

[27]  M. Kleban,et al.  Relationships between hearing loss and cognition in normally hearing aged persons. , 1976, Journal of gerontology.

[28]  Philippa Williams,et al.  The Effect of a 12‐Month Exercise Trial on Balance, Strength, and Falls in Older Women: A Randomized Controlled Trial , 1995, Journal of the American Geriatrics Society.

[29]  P. Baltes,et al.  Sensory functioning and intelligence in old age: A strong connection , 1994 .

[30]  N. Pedersen,et al.  Sources of covariation among Mini-Mental State Examination scores, education, and cognitive abilities. , 1996, The journals of gerontology. Series B, Psychological sciences and social sciences.

[31]  R. H. Pohndorf,et al.  Comparison of adult exercisers and nonexercisers on fluid intelligence and selected physiological variables. , 1971, Research quarterly.

[32]  F. Post,et al.  Behavior, aging and the nervous system , 1966 .

[33]  U. Lindenberger,et al.  The complex nature of unique and shared effects in hierarchical linear regression : Implications for developmental psychology , 1998 .

[34]  J. Bryan,et al.  Predicting episodic memory performance of very old men and women: contributions from age, depression, activity, cognitive ability, and speed. , 1997, Psychology and aging.

[35]  S R Lord,et al.  Effects of group exercise on cognitive functioning and mood in older women , 1977, Australian and New Zealand journal of public health.

[36]  J. Botwinick,et al.  Interrelations of Mental and Perceptual Tests Given to Healthy Elderly Men. , 1963 .

[37]  B. Avolio,et al.  Variations in cognitive, perceptual, and psychomotor abilities across the working life span: examining the effects of race, sex, experience, education, and occupational type. , 1994, Psychology and aging.

[38]  Shu-Chen Li,et al.  From good senses to good sense: A link between tactile information processing and intelligence , 1998 .

[39]  J. Goodwin,et al.  Hearing acuity in a healthy elderly population: effects on emotional, cognitive, and social status. , 1983, Journal of gerontology.

[40]  Patrick C. Kyllonen,et al.  Reasoning ability is (little more than) working-memory capacity?! , 1990 .

[41]  F J Clement,et al.  Longitudinal and cross-sectional assessments of age changes in physical strength as related to sex, social class, and mental ability. , 1974, Journal of gerontology.

[42]  J. Clark The aging dimension: a factorial analysis of individual differences with age on psychological and physiological measurements. , 1960, Journal of gerontology.

[43]  Alex E. Schwartzman,et al.  Structural equation model of intellectual change and continuity and predictors of intelligence in older men. , 1995 .

[44]  A. Mackinnon,et al.  The association between mental, social and physical activity and cognitive performance in young and old subjects. , 1993, Age and ageing.

[45]  K. Schaie,et al.  Complexity of life style and maintenance of intellectual abilities. , 1980 .

[46]  D. Roth,et al.  Association between aerobic fitness and visuospatial performance in healthy older adults. , 1992, Psychology and aging.

[47]  H. Christensen,et al.  Cognitive functioning and neuroticism in an elderly community sample , 1993 .

[48]  E. Metter,et al.  Next steps in describing aging and disease in longitudinal studies. , 1990, Journal of gerontology.

[49]  T. Arbuckle,et al.  Cognitive functioning of older people in relation to social and personality variables. , 1986, Psychology and aging.

[50]  D. Hultsch,et al.  Age differences in cognitive performance in later life: relationships to self-reported health and activity life style. , 1993, Journal of gerontology.

[51]  S R Lord,et al.  Physical activity program for older persons: effect on balance, strength, neuromuscular control, and reaction time. , 1994, Archives of physical medicine and rehabilitation.

[52]  S. Lord,et al.  Strength in the lower limbs, visual contrast sensitivity, and simple reaction time predict cognition in older women. , 1997, Psychology and aging.

[53]  E. Heikkinen,et al.  Pure-tone thresholds, speech understanding, and their correlates in samples of men of different ages. , 1986, Audiology : official organ of the International Society of Audiology.

[54]  R. Katzman.,et al.  Education and the prevalence of dementia and Alzheimer's disease , 1993, Neurology.

[55]  H. Simon,et al.  Empirical tests of a theory of human acquisition of concepts for sequential patterns , 1973 .

[56]  C. Victor,et al.  Hearing difficulty and its psychological implications for the elderly. , 1984, Journal of epidemiology and community health.

[57]  E. Asmussen,et al.  ISOMETRIC MUSCLE STRENGTH IN RELATION TO AGE IN MEN AND WOMEN , 1962 .

[58]  A. Peter Holm,et al.  MEDICINE AND SCIENCE IN SPORTS , 1969 .

[59]  Richard D. Roberts,et al.  Charting the Cognitive Sphere: Tactile-Kinesthetic Performance within the Structure of Intelligence. , 1997 .

[60]  K J Anstey,et al.  A reevaluation of the common factor theory of shared variance among age, sensory function, and cognitive function in older adults. , 2001, The journals of gerontology. Series B, Psychological sciences and social sciences.

[61]  M. Albert,et al.  Predictors of cognitive change in older persons: MacArthur studies of successful aging. , 1995, Psychology and aging.

[62]  E. V. Zhuk,et al.  Biological age and its estimation. III. Introduction of a correction to the multiple regression model of biological age and assessment of biological age in cross-sectional and longitudinal studies , 1984, Experimental Gerontology.

[63]  L. Stankov,et al.  Health and Cognitive Ageing: the Emerging Role of Sensorimotor Abilities , 1997 .

[64]  Louis Narens,et al.  Norms of 300 general-information questions: Accuracy of recall, latency of recall, and feeling-of-knowing ratings. , 1980 .

[65]  L. Stankov,et al.  Competing tasks, working memory, and intelligence , 1989 .

[66]  M. F. Carlin,et al.  Auditory Acuity and Performance on the Mental Status Questionnaire in the Elderly , 1981, Journal of the American Geriatrics Society.

[67]  Denise C. Park,et al.  Handbook of the Psychology of Aging , 1979 .

[68]  C. Humphrey,et al.  Hearing impairment and mental state in the elderly living at home. , 1980, British medical journal.

[69]  S R Lord,et al.  Measuring human functional age: a review of empirical findings. , 1996, Experimental aging research.

[70]  T. Salthouse,et al.  Age, self-assessed health status, and cognition. , 1990, Journal of gerontology.

[71]  B. Winblad,et al.  The role of demographic and life style variables in utilizing cognitive support for episodic remembering among very old adults. , 1995, The journals of gerontology. Series B, Psychological sciences and social sciences.

[72]  Peter M. Bentler,et al.  EQS : structural equations program manual , 1989 .

[73]  W. Spirduso,et al.  Physical fitness, aging, and psychomotor speed: a review. , 1980, Journal of gerontology.

[74]  T. Salthouse,et al.  Interrelations of age, visual acuity, and cognitive functioning. , 1996, The journals of gerontology. Series B, Psychological sciences and social sciences.

[75]  R. Emmerson,et al.  Physical Activity, Age, and Cognitive- Neuropsychological Function , 1994 .

[76]  J. Horn The Theory of Fluid and Crystallized Intelligence in Relation to Concepts of Cognitive Psychology and Aging in Adulthood , 1982 .

[77]  M. Perlmutter,et al.  Relationships between self-reported physical and mental health and intelligence performance across adulthood. , 1990, Journal of gerontology.

[78]  K. Anstey,et al.  Test-Retest Reliability of a Battery of Sensory, Motor and Physiological Measures of Aging , 1997, Perceptual and motor skills.