Verbal intelligence is a more robust cross-sectional measure of cognitive reserve than level of education in healthy older adults

[1]  Leisure Activity Participation and Risk of Dementia , 2021, Neurology.

[2]  T. Dang-Vu,et al.  Neural correlates of resilience to the effects of hippocampal atrophy on memory , 2020, NeuroImage: Clinical.

[3]  R. Kessels,et al.  Cognitive reserve relates to executive functioning in the old–old , 2020, Aging Clinical and Experimental Research.

[4]  G. Livingston,et al.  Leisure activity participation and risk of dementia , 2020, Neurology.

[5]  L. Fratiglioni,et al.  Education and Cognitive Functioning Across the Life Span , 2020, Psychological science in the public interest : a journal of the American Psychological Society.

[6]  Klaus P. Ebmeier,et al.  Mid-life and late life activities and their relationship with MRI measures of brain structure and functional connectivity in the UK Biobank cohort , 2020, bioRxiv.

[7]  I. Robertson,et al.  Brain-predicted age difference score is related to specific cognitive functions: a multi-site replication analysis , 2020, Brain Imaging and Behavior.

[8]  B. Lawlor,et al.  Late life education and cognitive function in older adults , 2020, International journal of geriatric psychiatry.

[9]  Nicole M. Armstrong,et al.  Late-Life Physical and Cognitive Activities Independently Contribute to Brain and Cognitive Resilience. , 2020, Journal of Alzheimer's disease : JAD.

[10]  M. Albert,et al.  Cognitive reserve and rate of change in Alzheimer's and cerebrovascular disease biomarkers among cognitively normal individuals , 2019, Neurobiology of Aging.

[11]  W. M. van der Flier,et al.  Identifying a task-invariant cognitive reserve network using task potency , 2019, NeuroImage.

[12]  Y. Stern,et al.  Cognitive reserve. , 2019, Handbook of clinical neurology.

[13]  R. Marshall,et al.  Performance differences between aphasia and healthy aging on an executive function test battery , 2019, International journal of speech-language pathology.

[14]  R. Mayeux,et al.  Current and past leisure time physical activity in relation to risk of Alzheimer's disease in older adults , 2019, Alzheimer's & Dementia.

[15]  Timothy J. Hohman,et al.  Dynamic change of cognitive reserve: associations with changes in brain, cognition, and diagnosis , 2019, Neurobiology of Aging.

[16]  Keith A. Johnson,et al.  Social Engagement and Amyloid-β-Related Cognitive Decline in Cognitively Normal Older Adults. , 2019, The American journal of geriatric psychiatry : official journal of the American Association for Geriatric Psychiatry.

[17]  H. Chertkow,et al.  Education as a moderator of the relationship between episodic memory and amyloid load in normal aging. , 2019, The journals of gerontology. Series A, Biological sciences and medical sciences.

[18]  Timothy J. Hohman,et al.  The role of education in a vascular pathway to episodic memory: brain maintenance or cognitive reserve? , 2019, Neurobiology of Aging.

[19]  R. Mikolajczyk,et al.  Measuring Cognitive Reserve (CR) – A systematic review of measurement properties of CR questionnaires for the adult population , 2019, PloS one.

[20]  R. Lipton,et al.  Determinants of cognitive performance and decline in 20 diverse ethno-regional groups: A COSMIC collaboration cohort study , 2019, PLoS medicine.

[21]  Y. Stern,et al.  Brain-predicted age difference score is related to specific cognitive functions: a multi-site replication analysis , 2019, Brain Imaging and Behavior.

[22]  B. Cho,et al.  Moderating effect of cognitive reserve on the association between grey matter atrophy and memory varies with age in older adults , 2019, Psychogeriatrics : the official journal of the Japanese Psychogeriatric Society.

[23]  J. Wardlaw,et al.  Stability of Estimated Premorbid Cognitive Ability over Time after Minor Stroke and Its Relationship with Post-Stroke Cognitive Ability , 2019, Brain sciences.

[24]  F. Chang,et al.  Associations of exercise, nutritional status, and smoking with cognitive decline among older adults in Taiwan: Results of a longitudinal population-based study. , 2019, Archives of gerontology and geriatrics.

[25]  Y. Stern,et al.  Translational research on reserve against neurodegenerative disease: consensus report of the International Conference on Cognitive Reserve in the Dementias and the Alzheimer’s Association Reserve, Resilience and Protective Factors Professional Interest Area working groups , 2019, BMC Medicine.

[26]  Klaus P. Ebmeier,et al.  Predicting cognitive resilience from midlife lifestyle and multi-modal MRI: A 30-year prospective cohort study , 2019, PloS one.

[27]  S. Leurgans,et al.  Physical activity, common brain pathologies, and cognition in community-dwelling older adults , 2019, Neurology.

[28]  Sang Won Seo,et al.  Neural substrates of cognitive reserve in Alzheimer's disease spectrum and normal aging , 2019, NeuroImage.

[29]  J. Meaney,et al.  Cortical covariance networks in ageing: Cross-sectional data from the Irish Longitudinal Study on Ageing (TILDA) , 2019, Neuropsychologia.

[30]  Y. Stern,et al.  Effect of aerobic exercise on cognition in younger adults , 2019, Neurology.

[31]  L. Grinberg,et al.  Primary School Education May Be Sufficient to Moderate a Memory-Hippocampal Relationship , 2018, Front. Aging Neurosci..

[32]  Soowon Park,et al.  Relationship between education, leisure activities, and cognitive functions in older adults , 2018, Aging & mental health.

[33]  M. Laubach,et al.  Size matters: Grey matter brain reserve predicts executive functioning in the elderly , 2018, Neuropsychologia.

[34]  Meredith A. Shafto,et al.  Lifestyle activities in mid-life contribute to cognitive reserve in late-life, independent of education, occupation, and late-life activities , 2018, Neurobiology of Aging.

[35]  Y. Stern,et al.  Whitepaper: Defining and investigating cognitive reserve, brain reserve, and brain maintenance , 2018, Alzheimer's & Dementia.

[36]  Qolamreza R. Razlighi,et al.  A task-invariant cognitive reserve network , 2018, NeuroImage.

[37]  O. Donoghue,et al.  Cohort Profile Update: The Irish Longitudinal Study on Ageing (TILDA). , 2018, International journal of epidemiology.

[38]  R. Staff,et al.  Life-course determinants of cognitive reserve (CR) in cognitive aging and dementia – a systematic literature review , 2018, Aging & mental health.

[39]  M. O’Sullivan,et al.  Change in perceived stress and 2‐year change in cognitive function among older adults: The Irish Longitudinal Study on Ageing , 2018, Stress and health : journal of the International Society for the Investigation of Stress.

[40]  Yaw Mensah,et al.  Survey of magnetic resonance imaging availability in West Africa , 2018, The Pan African medical journal.

[41]  M. Lövdén,et al.  Naming is not explaining: future directions for the “cognitive reserve” and “brain maintenance” theories , 2018, Alzheimer's Research & Therapy.

[42]  Y. Stern,et al.  Multiple pathways of reserve simultaneously present in cognitively normal older adults , 2018, Neurology.

[43]  W. M. van der Flier,et al.  Differential effects of cognitive reserve and brain reserve on cognition in Alzheimer disease , 2018, Neurology.

[44]  Y. Stern,et al.  Deriving and Testing the Validity of Cognitive Reserve Candidates , 2018 .

[45]  Zi Zhou,et al.  Social Engagement and Its Change are Associated with Dementia Risk among Chinese Older Adults: A Longitudinal Study , 2018, Scientific Reports.

[46]  Michael I. Miller,et al.  Cognitive reserve and long-term change in cognition in aging and preclinical Alzheimer's disease , 2017, Neurobiology of Aging.

[47]  J. Fleck,et al.  The Impact of Age and Cognitive Reserve on Resting-State Brain Connectivity , 2017, Front. Aging Neurosci..

[48]  Kewei Chen,et al.  Static and Dynamic Cognitive Reserve Proxy Measures: Interactions with Alzheimer’s Disease Neuropathology and Cognition , 2017, Journal of Alzheimer's disease & Parkinsonism.

[49]  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.

[50]  Michael Weiner,et al.  Left frontal cortex connectivity underlies cognitive reserve in prodromal Alzheimer disease , 2017, Neurology.

[51]  Y. Stern,et al.  Cognitive Reserve and Brain Maintenance: Orthogonal Concepts in Theory and Practice , 2016, Cerebral cortex.

[52]  Laurie M. Baker,et al.  Cognitive reserve moderates the relationship between neuropsychological performance and white matter fiber bundle length in healthy older adults , 2016, Brain Imaging and Behavior.

[53]  M. Albert,et al.  Cognitive reserve and cortical thickness in preclinical Alzheimer’s disease , 2017, Brain Imaging and Behavior.

[54]  Keith A. Johnson,et al.  Cognitive resilience in clinical and preclinical Alzheimer’s disease: the Association of Amyloid and Tau Burden on cognitive performance , 2017, Brain Imaging and Behavior.

[55]  G. Chételat,et al.  Distinct effects of late adulthood cognitive and physical activities on gray matter volume , 2017, Brain Imaging and Behavior.

[56]  Robbie C. M. van Aert,et al.  Degrees of Freedom in Planning, Running, Analyzing, and Reporting Psychological Studies: A Checklist to Avoid p-Hacking , 2016, Front. Psychol..

[57]  Keith A. Johnson,et al.  Cognitive resilience in clinical and preclinical Alzheimer’s disease: the Association of Amyloid and Tau Burden on cognitive performance , 2016, Brain Imaging and Behavior.

[58]  C. Schwartz,et al.  Reserve and Reserve-building activities research: key challenges and future directions , 2016, BMC Neuroscience.

[59]  Sheung-Tak Cheng Cognitive Reserve and the Prevention of Dementia: the Role of Physical and Cognitive Activities , 2016, Current Psychiatry Reports.

[60]  Rose Anne Kenny,et al.  Social Disadvantage and Social Isolation Are Associated With a Higher Resting Heart Rate: Evidence From The Irish Longitudinal Study on Ageing. , 2016, The journals of gerontology. Series B, Psychological sciences and social sciences.

[61]  D. Mapelli,et al.  Cognitive Reserve in Dementia: Implications for Cognitive Training , 2016, Front. Aging Neurosci..

[62]  Keith A. Johnson,et al.  Multiple Brain Markers are Linked to Age-Related Variation in Cognition. , 2016, Cerebral cortex.

[63]  Y. Stern,et al.  Differences between chronological and brain age are related to education and self-reported physical activity , 2016, Neurobiology of Aging.

[64]  C. McCrory,et al.  Childhood Circumstances and Mid-Life Functional Mobility , 2016, Journal of aging and health.

[65]  A. Herlitz,et al.  Childhood school performance, education and occupational complexity: a life-course study of dementia in the Kungsholmen Project. , 2016, International journal of epidemiology.

[66]  M. Mather,et al.  Neuromelanin marks the spot: identifying a locus coeruleus biomarker of cognitive reserve in healthy aging , 2016, Neurobiology of Aging.

[67]  Qolamreza R. Razlighi,et al.  The Reference Ability Neural Network Study: Life-time stability of reference-ability neural networks derived from task maps of young adults , 2016, NeuroImage.

[68]  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.

[69]  L. Tan,et al.  Education and Risk of Dementia: Dose-Response Meta-Analysis of Prospective Cohort Studies , 2016, Molecular Neurobiology.

[70]  R. Marioni,et al.  Social activity, cognitive decline and dementia risk: a 20-year prospective cohort study , 2015, BMC Public Health.

[71]  Thomas Witzel,et al.  Low-Cost High-Performance MRI , 2015, Scientific Reports.

[72]  E. Smart Occupational complexity and lifetime cognitive abilities , 2015, Neurology.

[73]  M. Ikram,et al.  Exploring strategies to operationalize cognitive reserve: A systematic review of reviews , 2015, Journal of clinical and experimental neuropsychology.

[74]  Y. Stern,et al.  Differing effects of education on cognitive decline in diverse elders with low versus high educational attainment. , 2015, Neuropsychology.

[75]  Ian J. Deary,et al.  Occupational complexity and lifetime cognitive abilities , 2014, Neurology.

[76]  Qolamreza R. Razlighi,et al.  The Reference Ability Neural Network Study: Motivation, design, and initial feasibility analyses , 2014, NeuroImage.

[77]  Kirk I. Erickson,et al.  Physical activity, fitness, and gray matter volume , 2014, Neurobiology of Aging.

[78]  S. Rubin,et al.  Older adults with limited literacy are at increased risk for likely dementia. , 2014, The journals of gerontology. Series A, Biological sciences and medical sciences.

[79]  Tzu-Ling Hsieh,et al.  Motivation matters? The relationship among different types of learning motivation, engagement behaviors and learning outcomes of undergraduate students in Taiwan , 2014 .

[80]  Y. Stern,et al.  The Role of Education and Verbal Abilities in Altering the Effect of Age-Related Gray Matter Differences on Cognition , 2014, PloS one.

[81]  A. Newman,et al.  Effect of socioeconomic disparities on incidence of dementia among biracial older adults: prospective study , 2013, BMJ.

[82]  M. Albert,et al.  Relationship of cognitive reserve and APOE status to the emergence of clinical symptoms in preclinical Alzheimer’s disease , 2013, Cognitive neuroscience.

[83]  David A Bennett,et al.  Resilient brain aging: characterization of discordance between Alzheimer's disease pathology and cognition. , 2013, Current Alzheimer research.

[84]  J. Schneider,et al.  Much of late life cognitive decline is not due to common neurodegenerative pathologies , 2013, Annals of neurology.

[85]  Karen L. Siedlecki,et al.  Quantifying Cognitive Reserve in Older Adults by Decomposing Episodic Memory Variance: Replication and Extension , 2013, Journal of the International Neuropsychological Society.

[86]  Christophe Ley,et al.  Detecting outliers: Do not use standard deviation around the mean, use absolute deviation around the median , 2013 .

[87]  G. Savva,et al.  Design and Methodology of The Irish Longitudinal Study on Ageing , 2013, Journal of the American Geriatrics Society.

[88]  A. Dale,et al.  Cognitive reserve moderates the association between hippocampal volume and episodic memory in middle age , 2013, Neuropsychologia.

[89]  Bruce Fischl,et al.  FreeSurfer , 2012, NeuroImage.

[90]  M. Bowen A Prospective Examination of the Relationship between Physical Activity and Dementia Risk in Later Life , 2012, American journal of health promotion : AJHP.

[91]  E. McAuley,et al.  The association between aerobic fitness and executive function is mediated by prefrontal cortex volume , 2012, Brain, Behavior, and Immunity.

[92]  Hui-Xin Wang,et al.  Education halves the risk of dementia due to apolipoprotein ε4 allele: a collaborative study from the Swedish Brain Power initiative , 2012, Neurobiology of Aging.

[93]  S. Arnold,et al.  Quality, and not Just Quantity, of Education Accounts for Differences in Psychometric Performance between African Americans and White Non-Hispanics with Alzheimer's Disease , 2012, Journal of the International Neuropsychological Society.

[94]  Duncan J Macfarlane,et al.  Validity of the international physical activity questionnaire short form (IPAQ-SF): A systematic review , 2011, The international journal of behavioral nutrition and physical activity.

[95]  P. Kearney,et al.  COHORT PROFILE Cohort Profile: The Irish Longitudinal Study on Ageing , 2011 .

[96]  Y. Stern,et al.  Cognitive reserve in aging. , 2011, Current Alzheimer research.

[97]  D. Bennett,et al.  Cognitive Activities During Adulthood Are More Important than Education in Building Reserve , 2011, Journal of the International Neuropsychological Society.

[98]  M. Glymour,et al.  Conceptual and Measurement Challenges in Research on Cognitive Reserve , 2011, Journal of the International Neuropsychological Society.

[99]  F. Bull,et al.  An assessment of self-reported physical activity instruments in young people for population surveillance: Project ALPHA , 2011, The international journal of behavioral nutrition and physical activity.

[100]  P. Scheltens,et al.  Mental flexibility: Neuroanatomical and neuropsychological correlates of the Trail Making Test in elderly people , 2009 .

[101]  Skipper Seabold,et al.  Statsmodels: Econometric and Statistical Modeling with Python , 2010, SciPy.

[102]  J. Dartigues,et al.  Leisure activities and the risk of dementia in the elderly , 2007 .

[103]  T. Schweizer,et al.  Impact of socioeconomic status on the prevalence of dementia in an inner city memory disorders clinic , 2009, International Psychogeriatrics.

[104]  B. Winblad,et al.  Leisure Activities in Late Life in Relation to Dementia Risk: Principal Component Analysis , 2009, Dementia and Geriatric Cognitive Disorders.

[105]  Yaakov Stern,et al.  Physical activity, diet, and risk of Alzheimer disease. , 2009, JAMA.

[106]  J. Lindsay,et al.  Is complexity of work associated with risk of dementia? The Canadian Study of Health And Aging. , 2008, American journal of epidemiology.

[107]  Bruce G. Link,et al.  The continuing benefits of education: adult education and midlife cognitive ability in the British 1946 birth cohort. , 2007, The journals of gerontology. Series B, Psychological sciences and social sciences.

[108]  H. Christensen,et al.  Intelligence, Education, and the Brain Reserve Hypothesis , 2007 .

[109]  D. Steffens,et al.  Job demands and dementia risk among male twin pairs , 2007, Alzheimer's & Dementia.

[110]  J. Manson,et al.  Prospective Study of , 2007 .

[111]  R. Doody,et al.  Influence of Premorbid IQ and Education on Progression of Alzheimer’s Disease , 2006, Dementia and Geriatric Cognitive Disorders.

[112]  Anders M. Dale,et al.  An automated labeling system for subdividing the human cerebral cortex on MRI scans into gyral based regions of interest , 2006, NeuroImage.

[113]  J. Schneider,et al.  Neuropathology of older persons without cognitive impairment from two community-based studies , 2006, Neurology.

[114]  J. Schneider,et al.  The effect of social networks on the relation between Alzheimer's disease pathology and level of cognitive function in old people: a longitudinal cohort study , 2006, The Lancet Neurology.

[115]  Yaakov Stern,et al.  Cognitive Decline and Literacy Among Ethnically Diverse Elders , 2005, Journal of geriatric psychiatry and neurology.

[116]  B. Winblad,et al.  Leisure-time physical activity at midlife and the risk of dementia and Alzheimer's disease , 2005, The Lancet Neurology.

[117]  M. Crowe,et al.  Complexity of work and risk of Alzheimer's disease: a population-based study of Swedish twins. , 2005, The journals of gerontology. Series B, Psychological sciences and social sciences.

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

[119]  G. McClelland,et al.  Designing, testing, and interpreting interactions and moderator effects in family research. , 2005, Journal of family psychology : JFP : journal of the Division of Family Psychology of the American Psychological Association.

[120]  I. Deary,et al.  What provides cerebral reserve? , 2004, Brain : a journal of neurology.

[121]  Y. Stern,et al.  Acculturation, Reading Level, and Neuropsychological Test Performance Among African American Elders , 2004, Applied neuropsychology.

[122]  M. Crowe,et al.  Does participation in leisure activities lead to reduced risk of Alzheimer's disease? A prospective study of Swedish twins. , 2003, The journals of gerontology. Series B, Psychological sciences and social sciences.

[123]  Yaakov Stern,et al.  Literacy and Memory Decline Among Ethnically Diverse Elders , 2003, Journal of clinical and experimental neuropsychology.

[124]  B. Ainsworth,et al.  International physical activity questionnaire: 12-country reliability and validity. , 2003, Medicine and science in sports and exercise.

[125]  C. Dufouil,et al.  Influence of education on the relationship between white matter lesions and cognition , 2003, Neurology.

[126]  Laura Fratiglioni,et al.  Late-life engagement in social and leisure activities is associated with a decreased risk of dementia: a longitudinal study from the Kungsholmen project. , 2002, American journal of epidemiology.

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

[128]  Y. Stern,et al.  Reading level attenuates differences in neuropsychological test performance between African American and White elders , 2002, Journal of the International Neuropsychological Society.

[129]  Ronald G. Ehrenberg,et al.  Class Size and Student Achievement , 2001, Psychological science in the public interest : a journal of the American Psychological Society.

[130]  S. Lovestone,et al.  Long-term predictors of cognitive outcome in a cohort of older people with hypertension. , 2000, The British journal of psychiatry : the journal of mental science.

[131]  I. Deary,et al.  Is age kinder to the initially more able?: Differential ageing of a verbal ability in the , 1998 .

[132]  Herman Aguinis,et al.  Methodological Artifacts in Moderated Multiple Regression and Their Effects on Statistical Power , 1997 .

[133]  P. Costa,et al.  Adult life span changes in immediate visual memory and verbal intelligence. , 1995, Psychology and aging.

[134]  R. Wallace,et al.  Overview of the Health Measures in the Health and Retirement Study , 1995 .

[135]  C. Judd,et al.  Statistical difficulties of detecting interactions and moderator effects. , 1993, Psychological bulletin.

[136]  M. Sliwinski,et al.  Development and validation of a model for estimating premorbid verbal intelligence in the elderly. , 1991, Journal of clinical and experimental neuropsychology.

[137]  O. Spreen,et al.  A Compendium of Neuropsychological Tests: Administration, Norms, and Commentary , 1991 .

[138]  C. Brayne,et al.  Estimation of verbal intelligence in an elderly community: a prediction analysis using a shortened NART. , 1990, The British journal of clinical psychology.

[139]  Edward R. Kemery,et al.  Effects of predictor intercorrelations and reliabilities on moderated multiple regression , 1988 .

[140]  R. Katzman.,et al.  Clinical, pathological, and neurochemical changes in dementia: A subgroup with preserved mental status and numerous neocortical plaques , 1988, Annals of neurology.

[141]  William S. Peters,et al.  Form, effect size and power in moderated regression analysis , 1987 .

[142]  J. D. Sherman,et al.  Failures to detect moderating effects with ordinary least squares-moderated multiple regression: Some reasons and a remedy. , 1986 .

[143]  R. Shephard,et al.  A simple method to assess exercise behavior in the community. , 1969, Canadian journal of applied sport sciences. Journal canadien des sciences appliquees au sport.

[144]  L. Berkman,et al.  Social networks, host resistance, and mortality: a nine-year follow-up study of Alameda County residents. , 1979, American journal of epidemiology.

[145]  HERMAN BUSCHKE,et al.  Evaluating storage, retention, and retrieval in disordered memory and learning , 1974, Neurology.

[146]  R. Reitan The relation of the trail making test to organic brain damage. , 1955, Journal of consulting psychology.