Advantaged socioeconomic conditions in childhood are associated with higher cognitive functioning but stronger cognitive decline in older age

Significance There is increasing evidence that socioeconomic conditions early in life have an impact on cognitive functioning in later life. Based on the large longitudinal sample from SHARE we find a clear pattern in cognitive functioning in old age, related to childhood socioeconomic conditions: Those from more affluent households show higher levels of fluid intelligence in old age and experience stronger decline over time in executive functions. The latter phenomenon is not often documented. Although modifications in cognitive functioning with aging are inevitable, life course socioeconomic circumstances impact the timing of this process. We conclude that the etiology of cognitive aging is the result of multiple social processes, defined by the socioeconomic conditions in childhood and all along the life course. Cognitive aging is characterized by large heterogeneity, which may be due to variations in childhood socioeconomic conditions (CSC). Although there is substantial evidence for an effect of CSC on levels of cognitive functioning at older age, results on associations with cognitive decline are mixed. We examined by means of an accelerated longitudinal design the association between CSC and cognitive trajectories from 50 to 96 years. Cognition included two functions generally found to decline with aging: delayed recall and verbal fluency. Data are from six waves of the Survey of Health, Aging, and Retirement in Europe (SHARE), conducted between 2004 and 2015 (n = 24,066 at baseline; 56% female, age 50+). We found a consistent CSC pattern in levels of cognitive functioning in later life. Older people with disadvantaged CSC had lower levels of cognitive functioning than those with more advantaged CSC. We also find that decline is almost 1.6 times faster in the most advantaged group compared with the most disadvantaged group. The faster decline for people with more advantaged CSC becomes less pronounced when we additionally control for adulthood socioeconomic conditions and current levels of physical activity, depressive symptoms, and partner status. Our findings are in line with the latency, pathway, and cumulative model and lend support to theories of cognitive reserve, stating that neuronal loss can no longer be repaired in people with more cognitive reserve once the underlying pathology is substantial and speed of decline is accelerated.

[1]  P. Čermaková,et al.  Socioeconomic position in childhood and cognitive aging in Europe , 2018, Neurology.

[2]  M. Kliegel,et al.  Associations of educational attainment and cognitive level of job with old age verbal ability and processing speed: The mediating role of chronic diseases , 2018, Applied neuropsychology. Adult.

[3]  I. Deary,et al.  Cognitive function trajectories and their determinants in older people: 8 years of follow-up in the English Longitudinal Study of Ageing , 2018, Journal of Epidemiology & Community Health.

[4]  M. Glymour,et al.  Contribution of Socioeconomic Status at 3 Life-Course Periods to Late-Life Memory Function and Decline: Early and Late Predictors of Dementia Risk , 2017, American journal of epidemiology.

[5]  N. Pedersen,et al.  Childhood social class and cognitive aging in the Swedish Adoption/Twin Study of Aging , 2017, Proceedings of the National Academy of Sciences.

[6]  J. C. Basso,et al.  The Effects of Acute Exercise on Mood, Cognition, Neurophysiology, and Neurochemical Pathways: A Review , 2017, Brain plasticity.

[7]  Stuart J. Ritchie,et al.  Predictors of ageing-related decline across multiple cognitive functions , 2016, Intelligence.

[8]  M. Boisgontier,et al.  The anova to mixed model transition , 2016, Neuroscience & Biobehavioral Reviews.

[9]  R. Burns,et al.  Association between Depressive Symptoms and Cognitive Function in Persons with Diabetes Mellitus: A Systematic Review , 2016, PloS one.

[10]  M. Hogan,et al.  Life course socioeconomic status and the decline in information processing speed in late life. , 2016, Social science & medicine.

[11]  J. Burr,et al.  Socioeconomic Status Across the Life Course and Cognitive Function Among Older Adults , 2016, Journal of aging and health.

[12]  L. Clare,et al.  Cognitive reserve and cognitive function in healthy older people: a meta-analysis , 2016, Neuropsychology, development, and cognition. Section B, Aging, neuropsychology and cognition.

[13]  M. Osler,et al.  Lifetime socio-economic position and depression: an analysis of the influence of cognitive function, behaviour and inflammatory markers. , 2015, European journal of public health.

[14]  M. Kliegel,et al.  The association of educational attainment, cognitive level of job, and leisure activities during the course of adulthood with cognitive performance in old age: the role of openness to experience , 2015, International Psychogeriatrics.

[15]  S. Pollak,et al.  Association of Child Poverty, Brain Development, and Academic Achievement. , 2015, JAMA pediatrics.

[16]  S. Clouston,et al.  Educational inequalities in aging-related declines in fluid cognition and the onset of cognitive pathology , 2015, Alzheimer's & dementia.

[17]  J. Summers,et al.  Relationship between education and age‐related cognitive decline: a review of recent research , 2015, Psychogeriatrics : the official journal of the Japanese Psychogeriatric Society.

[18]  M. Kliegel,et al.  The Association of Leisure Activities in Middle Adulthood with Cognitive Performance in Old Age: The Moderating Role of Educational Level , 2015, Gerontology.

[19]  Joshua K. Hartshorne,et al.  When Does Cognitive Functioning Peak? The Asynchronous Rise and Fall of Different Cognitive Abilities Across the Life Span , 2015, Psychological science.

[20]  C. Delpierre,et al.  Adverse childhood experiences and physiological wear-and-tear in midlife: Findings from the 1958 British birth cohort , 2015, Proceedings of the National Academy of Sciences.

[21]  D. Kang,et al.  Loneliness and cognitive function in the older adult: a systematic review , 2015, International Psychogeriatrics.

[22]  D. Blane,et al.  Does labour market disadvantage help to explain why childhood circumstances are related to quality of life at older ages? Results from SHARE , 2014, Aging & mental health.

[23]  T. Salthouse Correlates of cognitive change. , 2014, Journal of experimental psychology. General.

[24]  Rudolf Winter-Ebmer,et al.  Does Education Improve Cognitive Performance Four Decades After School Completion? , 2014, Demography.

[25]  Matthew C. Keller,et al.  Gene × Environment Interaction Studies Have Not Properly Controlled for Potential Confounders: The Problem and the (Simple) Solution , 2014, Biological Psychiatry.

[26]  J. Vaupel,et al.  Physical and cognitive functioning of people older than 90 years: a comparison of two Danish cohorts born 10 years apart , 2013, The Lancet.

[27]  J. Roiser,et al.  Cognitive impairment in depression: a systematic review and meta-analysis , 2013, Psychological Medicine.

[28]  Axel Börsch-Supan,et al.  Data Resource Profile: the Survey of Health, Ageing and Retirement in Europe (SHARE). , 2013, International journal of epidemiology.

[29]  G. Fisher,et al.  What Do Parents Have to Do with My Cognitive Reserve Life Course Perspectives on Twelve-Year Cognitive Decline , 2013, Neuroepidemiology.

[30]  C. Chaufan,et al.  The ‘Missing Heritability’ of Common Disorders: Should Health Researchers Care? , 2013, International journal of health services : planning, administration, evaluation.

[31]  N. Dragano,et al.  Working conditions in mid-life and mental health in older ages. , 2013, Advances in life course research.

[32]  Denis A. Evans,et al.  Effects of early-life adversity on cognitive decline in older African Americans and whites , 2012, Neurology.

[33]  H. Pikhart,et al.  The Role of Lifestyle Behaviors on 20-Year Cognitive Decline , 2012, Journal of aging research.

[34]  A. Beekman,et al.  Depression and cognition: how do they interrelate in old age? , 2012, The American journal of geriatric psychiatry : official journal of the American Association for Geriatric Psychiatry.

[35]  Daniel E. Bontempo,et al.  Education Does Not Slow Cognitive Decline with Aging: 12-Year Evidence from the Victoria Longitudinal Study , 2011, Journal of the International Neuropsychological Society.

[36]  E. McAuley,et al.  Exercise training increases size of hippocampus and improves memory , 2011, Proceedings of the National Academy of Sciences.

[37]  F. Sofi,et al.  Physical activity and risk of cognitive decline: a meta‐analysis of prospective studies , 2011, Journal of internal medicine.

[38]  Raja Parasuraman,et al.  Neuronal and Cognitive Plasticity: A Neurocognitive Framework for Ameliorating Cognitive Aging , 2010, Front. Ag. Neurosci..

[39]  M. Brown Early-life characteristics, psychiatric history, and cognition trajectories in later life. , 2010, The Gerontologist.

[40]  Jason H. Moore,et al.  Missing heritability and strategies for finding the underlying causes of complex disease , 2010, Nature Reviews Genetics.

[41]  K. Ferraro,et al.  Aging and cumulative inequality: how does inequality get under the skin? , 2009, The Gerontologist.

[42]  Kathy E. Johnson,et al.  The cognitive reserve hypothesis: a longitudinal examination of age-associated declines in reasoning and processing speed. , 2009, Developmental Psychology.

[43]  B. Winblad,et al.  Mentally stimulating activities at work during midlife and dementia risk after age 75: follow-up study from the Kungsholmen Project. , 2009, The American journal of geriatric psychiatry : official journal of the American Association for Geriatric Psychiatry.

[44]  G. Weber,et al.  Changes in Compulsory Schooling, Education and the Distribution of Wages in Europe , 2007 .

[45]  F. Baum,et al.  A life-course approach to measuring socioeconomic position in population health surveillance systems , 2006, Journal of Epidemiology and Community Health.

[46]  P. Sachdev,et al.  Brain reserve and dementia: a systematic review , 2005, Psychological Medicine.

[47]  D. Bennett,et al.  Socioeconomic Characteristics of the Community in Childhood and Cognition in Old Age , 2005, Experimental aging research.

[48]  Selcuk R. Sirin Socioeconomic Status and Academic Achievement: A Meta-Analytic Review of Research , 2005 .

[49]  D. Bennett,et al.  Early Life Socioeconomic Status and Late Life Risk of Alzheimer’s Disease , 2005, Neuroepidemiology.

[50]  Jean-François Dartigues,et al.  The 9 year cognitive decline before dementia of the Alzheimer type: a prospective population-based study. , 2005, Brain : a journal of neurology.

[51]  T. Strandberg,et al.  Predictors of cognitive decline and mortality of aged people over a 10-year period. , 2004, The journals of gerontology. Series A, Biological sciences and medical sciences.

[52]  B. Gorman,et al.  The long arm of childhood: The influence of early-life social conditions on men’s mortality , 2004, Demography.

[53]  G. Evans The environment of childhood poverty. , 2004, The American psychologist.

[54]  Denis A. Evans,et al.  Early life conditions and cognitive functioning in later life. , 2003, American journal of epidemiology.

[55]  D. Dannefer Cumulative advantage/disadvantage and the life course: cross-fertilizing age and social science theory. , 2003, The journals of gerontology. Series B, Psychological sciences and social sciences.

[56]  Yaakov Stern,et al.  Cognitive Reserve and Lifestyle , 2003, Journal of clinical and experimental neuropsychology.

[57]  Leon Feinstein,et al.  Inequality in the Early Cognitive Development of British Children in the 1970 Cohort , 2003 .

[58]  Carole Dufouil,et al.  Depressive symptoms and cognitive decline in elderly people. Longitudinal study. , 2002, The British journal of psychiatry : the journal of mental science.

[59]  Y. Ben-Shlomo,et al.  A life course approach to chronic disease epidemiology: conceptual models, empirical challenges and interdisciplinary perspectives , 2002 .

[60]  Y. Stern What is cognitive reserve? Theory and research application of the reserve concept , 2002, Journal of the International Neuropsychological Society.

[61]  J. Salonen,et al.  Childhood socioeconomic position and cognitive function in adulthood. , 2001, International journal of epidemiology.

[62]  D. Gunnell,et al.  Childhood housing conditions and later mortality in the Boyd Orr cohort , 2001, Journal of epidemiology and community health.

[63]  H. Christensen,et al.  Education, Activity, Health, Blood Pressure and Apolipoprotein E as Predictors of Cognitive Change in Old Age: A Review , 2000, Gerontology.

[64]  C. Hertzman The Biological Embedding of Early Experience and Its Effects on Health in Adulthood , 1999, Annals of the New York Academy of Sciences.

[65]  R Fuhrer,et al.  Development of the EURO–D scale – a European Union initiative to compare symptoms of depression in 14 European centres , 1999, British Journal of Psychiatry.

[66]  K. Stronks,et al.  A Lifecourse Perspective on Socio‐economic Inequalities in Health: The Influence of Childhood Socio‐economic Conditions and Selection Processes , 1998 .

[67]  Paul B. Baltes,et al.  On the incomplete architecture of human ontogeny: Selection, optimization, and compensation as foundation of developmental theory , 1997 .

[68]  R M Malina,et al.  Tracking of physical activity and physical fitness across the lifespan. , 1996, Research quarterly for exercise and sport.

[69]  Terry E. Duncan,et al.  Analysis of longitudinal data within accelerated longitudinal designs. , 1996 .

[70]  P. Satz Brain reserve capacity on symptom onset after brain injury: A formulation and review of evidence for threshold theory. , 1993 .

[71]  Anthony S. Bryk,et al.  Hierarchical Linear Models: Applications and Data Analysis Methods , 1992 .

[72]  Carmi Schooler,et al.  Psychological effects of complex environments during the life span: A review and theory , 1984 .

[73]  R. Bradley,et al.  The relation of infants' home environments to achievement test performance in first grade: a follow-up study. , 1984, Child development.

[74]  S. Harris,et al.  Recall of a 10-Word List in the Assessment of Dementia in the Elderly , 1982, British Journal of Psychiatry.

[75]  W. Rosen,et al.  Verbal fluency in aging and dementia , 1980 .

[76]  J. Hair Multivariate data analysis , 1972 .

[77]  D. Spini,et al.  The multiplicity of aging: lessons for theory and conceptual development from longitudinal studies , 2016 .

[78]  Lea Ellwardt,et al.  The mix matters: complex personal networks relate to higher cognitive functioning in old age. , 2015, Social science & medicine.

[79]  Paul Gregg,et al.  Downward mobility, opportunity hoarding and the ‘glass floor’ , 2015 .

[80]  J. Joseph The use of the classical twin method in the social and behavioral sciences: The fallacy continues. , 2013 .

[81]  Christelle Garrouste 100 Years of Educational Reforms in Europe: A Contextual Database , 2010 .

[82]  D. Gu,et al.  Early life influences on cognitive impairment among oldest old Chinese. , 2008, The journals of gerontology. Series B, Psychological sciences and social sciences.

[83]  P. Baltes On the incomplete architecture of human ontogeny , 2002 .