Alpass et al., 2004 | 232 | 1.29 (3/232) | 53.8 to 95.2 | Community dwelling | MMSE | Hierarchical regression analysis | Age, education, income, social network, depression |
Bourne et al., 2007 | 266 | 50 (134/266) | 64 | Community dwelling | MHT (in 1947); Raven’s standard progressive matrices (at age 64) | Bivariate correlation | Sex |
Bourgeois et al., 2020 | 359 | 15% | > 50 | Institutionalized (HIV Clinic) | MoCA | Poisson Regression Analysis | Age, sex, education, income, marital status, ethnicity, tobacco use, employment |
Conroy et al., 2010 | 802 | 53% (423/802) | 65 to 102 | Community dwelling | AMT | Multinomial Odds Ratio | Education, social network, marital status, loneliness, depression |
Deng & Liu, 2021 | 10,556 | 55.26% | ≥ 65 years | Community dwelling and institutionalized | Chinese-MMSE | Multivariate logistic regression | Age, sex, education, income, marital status, area of residence |
Ficker et al., 2002 | 194 | 71.60% | NR | Institutionalized | MDRS | Independent t-test | Race, education |
Frith & Loprinzi, 2017 | 1874 | 59.10% | 60 to 85 | Community dwelling | WAIS: DSST | Weighted multivariable regression | Age, sex, race |
Ge et al., 2017 | 3159 | 58.90% | 60 to 105 | Community dwelling | Chinese-MMSE, EBMT, SDMT, Digit Span Backwards Test | Linear regression analysis | Education, income, social network, marital status, ADLs, depression |
Gow et al., 2007 | 488 | 58% | NR | Community dwelling | MHT - raw MHT scores converted into IQ scores | Regression analysis | Age, education, income, marital status, loneliness |
Gow et al., 2013 | 1091 | NR | NR (mean age 70) | Community dwelling | WAIS-III UK and WMS-III UK, tests of reaction and inspection time | ANCOVA | Social network, marital status, loneliness, depression |
Hamalainen et al., 2019 | 30, 029 | 50.90% | 45 to 85 | Community dwelling | Mental Alternation Test, Animal Fluency test, Controlled Oral Word Association Test, Stroop test, RAVLT with immediate and 5-minute recall | Multiple regression analysis | Age, sex, race, education, income |
Harling et al., 2020 | 5059 | 53.6% | ≥ 40 | Community dwelling | Battery from Health and Retirement study (orientation in time, episodic memory, number patterns) | Poisson regression; linear regression | Age, sex, education, income, marital status, country of origin, self-reported literacy, self-rated childhood health, father’s occupation, household size, employment status |
Henderson et al., 1986 | 274 | NR | 70-79 80+ | Community dwelling | GMS; MMSE | MANCOVA | Age, sex, marital status |
Holtzman et al., 2004 | 354 | 68.60% | 50 to 81 | Community dwelling | MMSE | Simultaneous linear or logistic regression | Age, sex, race, education, depression |
Jang et al., 2020 | 2061 | 66.8% | ≥ 60 | Community dwelling | Korean-MMSE; self-rated cognitive health | Bivariate regression; hierarchical linear regression | Age, sex, education, social network, marital status, depression, chronic conditions (functional disability, chronic disease), tobacco use, alcohol use |
Keller-Cohen et al., 2006 | 20 | 15/20 | 85–93 | Independent living in retirement community | composite cognistat; BNT | Hierarchical multiple regression; bivariate correlation | Education |
Kim et al., 2019 | 410 | 252/410 | 60+ | community dwelling | VMS; CERAD-TS; MMSE | One-way ANCOVA | Age, sex, education, depression |
Kotwal et al., 2016 | 3310 | 52% | 62 to 90 | community dwelling | MoCA-SA | Multiple linear regression | Age, sex, race, education, marital status, depression |
Krueger et al., 2009 | 838 | 75(NR/883) | NR | subsidized housing facilities and continuous care retirement communities | Episodic: Word List Memory, Recall, and Recognition; WMS; Semantic: BNT, National Adult Reading Test; Working: Digit Span Forward and Backward, Digit Ordering | Linear regression analysis | Age, sex, education, depression |
La Fleur & Salthouse, 2017 | 2613 | 18–39: 66 40-59: 72 60-96: 63 | NR | ND | Logical memory task; free recall task; paired associates’ task; Letter sets task; Shipley’s Abstraction; matrix reasoning | Multiple regression | Age, sex, education |
Lee & Waite, 2018 | 2260 | 52.05 | 57–85 | community-dwelling | MoCA-SA | multivariate regression | Age, sex, race, education |
Mehrabi & Béland, 2021 | 1643 | 50.2% | ≥ years | Community-dwelling | MoCA | Regression | Age, sex, education, income, smoking, alcohol consumption, sleeping disturbance |
Millán-Calenti et al., 2013 | 579 | 57.2 | ≥ 65 years | Community-dwelling residents | MMSE; The Geriatric Depression Scale-Short Form | multinomial logistic regression | Age, sex, education, ADLs |
Murayama et al., 2019 | 897 | 50 (450/897) | ≥ 65 years | community residents | MMSE-J | multilevel logistic regression | Age, sex, education, income, social network, marital status |
Nakamura et al., 2019 | 331 | 100 (331/331) | ≥ 65 years | ND | BOMC | Unadjusted bivariate analysis | Age, education, ADLs, depression |
Okabayashiet al., 2004 | 1976 | NR | ≥ 65 years | ND | Japanese-SPMSQ | regression (unspecified) | Age, sex, education, depression |
Oremus et al., 2019 | 21,241 | 51% | 45–85 | ND | RAVLT, Animal Fluency Test, Mental Alternation Test | Rao-Scott chi square | Age, region of residence, urban / rural residence, education |
Oremus et al., 2020 | 21,241 | 51.3 (10835/21241) | 45–85 | ND | RAVLT | multiple linear regression | Age, sex, education, income, marital status, ADLs, depression |
Pillemer & Holtzer, 2016 | 355 | 55.2 (196/355) | 65.00–95.00 | Community dwelling | RBANS | Linear regression analysis | Age, sex, education, depression |
Poey et al., 2017 | 779 | 58 (452/779) | 70–110 years | ND | Diagnosis of normal cognition, CIND, AD, and non-AD dementia | multiple logistic regression | Age, sex, race, education, depression |
Rashid et al., 2016 | 2005 | 68 (1363/2005) | 60–99 | Community dwelling | ECAG | Regression Analyses | Age, sex, race, education, social network, marital status |
Saenz et al., 2020 | 4,017 (married dyads) | 50% (4017/8034) | 50+ | Community dwelling | Cross-Cultural Cognitive Examination | Regression analysis | Age, sex, education, income, ADLs, depression |
Sims et al., 2014 | 175 | 45% | 54–83 | Community dwelling | Stroop Color-Word Test, Judgment of Line Orientation; WAIS-R: The Block Design subscale, Digit Span Forward, Digit Span Backward; WMS: Logical Memory I and II Visual Reproductions I and II; The Grooved Pegboard, The Trailmaking Test, | Multiple Regression | Age, sex, race, education, depression |
Weng et al., 2020 | 1706 | 53.01% | ≥ 45 years | Community dwelling | Subjective cognitive decline | Univariate and multiple logistic regression | Age, sex, race, education, marital status, depression, chronic conditions (coronary heart disease, diabetes), exercise, employment status |
Yang et al., 2020 | 470 | 52.6% | ≥ 65 years | Community dwelling | CDR; MMSE | Multiple linear regression | Age, sex, education, income, ADLs, depression, functional assessment questionnaire, neuropsychiatric inventory questionnaire (nighttime behaviors, irritability, apathy, motor disturbances) |
Yeh & Liu, 2003 | 4993 | 46.67% ( 2330/4989) | 65+ | Community dwelling | SPMSQ | Multiple regression analysis | Sex, education, marital status, loneliness, ADLs |
Zahodne et al., 2014 | 482 | 54.1 | 55–85 | Community dwelling | NIH Toolbox Cognition module: Dimensional Change Card Sort, Flanker, List Sorting, Pattern Comparison, Picture Sequence Memory | Regression analysis | Race, education, loneliness |
Zahodne et al., 2018 | 548 | 62.6 | ND | Community dwelling | NIH Toolbox Cognition module: Dimensional Change Card Sort, Flanker, List Sorting, Pattern Comparison, Picture Sequence Memory, Selective Reminding Test. Language scores, Benton Visual Retention Test, the Rosen Drawing Test, and the Identities and Oddities subtest of the DRW | Multiple Regression | Race, education, income |
Zank & Leipold, 2001 | 63 | 76% | 53–96 | Geriatric day care units | MMSE | Hierarchical regression analysis | Education, marital status |
Zhaoyang et al., 2021 | 311 | 67% | 70–90 | Community dwelling | 5 cognitive domains (memory, executive function, attention, language, visual-spatial) with 10 neuropsychological instruments | Multilevel Poisson and logistic models | Age, sex, race, education, employment, marital status, living status |
Zhu et al., 2012 | 120 | 37.50% | 60–86 | Community dwelling | MMSE | Multiple regression analysis | Age, sex, education, income, social network, marital status, |
Zuelsdorff et al., 2013 | 623 | 71% | 40–73 | Community dwelling | RAVLT, Digits Forward, Digits Backward; WAIS-III: Letter-Number Sequence subtests; Trails A, Trails B, and Stroop Color-Word | Regression analysis | Age, sex, education, social network, marital status |
Zuelsdorff et al., 2019 | 1052 | 69% | 40–78 | Community dwelling | RAVLT; BVMT-R; WAIS-R: Logical Memory immediate and delayed recall subtests; Trailmaking Test A & B, Stroop; Color-Word Interference condition; WAIS: Digit Span Forward, Digit Span Backward, and Letter-Number Sequencing | Regression analysis | Age, sex, race, education, social network, marital status, ADLs |
Zullo et al., 2021 | 1567 | 58.65% | ≥ 65 years | Community dwelling | Questionnaire de la Plaite Cognitive (QPC) | Binary logistic regression | Age, sex, depression, personality dimensions, quality of life, professional activity, interaction term between neuroticism and quality of life |
Cohort |
Amieva et al., 2010 | Study sample size = 3777, Analytic/included sample: 2089 | 59.9% (1251/2089) | ND | Community dwelling | AD / Dementia diagnosis; MMSE; NINCDS-ADRDA criteria for AD. | Multivariate analysis | Sex, education, social network, ADLs, Diabetes, CVD |
Andel et al., 2012 | 10,106 | 52% | ND | Community dwelling | Dementia diagnosis using DSM-4 criteria | Regression analysis | Age, sex, education, vascular disease |
Bedard & Taler, 2020 | 11,152 (440 cases, 10712 controls) | Controls: 55.3% Cases: 42.1–44.9% | 45–85 | NR | Animal Fluency Test, controlled oral word association test, mental alternation test, and victoria Stroop test, Ray auditory verbal learning test, Miami prospective memory test | Binary logistic regression | Age, sex, education, marital status, depression, testing language |
Bowling et al., 2016 | 9119 | 50.69% (4622/9119) | ND | Community dwelling | Reading and comprehension test, arithmetic test, copying design test, general ability test | Multiple linear regression | Sex, education, social network, marital status |
Camozzato et al., 2015 | 220 | 70% | ND | Community dwelling | DSM5 and NINCDS-ADRDA criteria | Multivariate Cox Proportional- Hazards Moel | Age, sex, education, income, marital status, ADLs |
Chen & Chang, 2016 | 2300 | 44.87% | 65–93 | Community dwelling | SPMSQ; Chinese-MMSE | Multinomial Logistic Regression | Age, sex, education, ADLs, hypertension, diabetes, heart disease, stroke |
Chen & Zhou, 2020 | 16, 786 | NR | ≥ 65 years | Community dwelling | Chinese-MMSE | Generalized structural equation modelling (GSEM) | Age, sex, education, marital status, cardiometabolic diseases (diabetes, cardiovascular, stroke, heart disease), residence |
Crooks et al., 2008 | initial = 2249 | 100% | ND | Institutionalized | Telephone Interview for Cognitive Status; Telephone Dementia Questionnaire | Cox proportional hazards | Age, sex, education, social network, marital status, depression, stroke, myocardial infarction, diabetes, hypertension, PD |
Dickinson et al., 2011 | 213 | 63.85% | | Community dwelling | CERAD; WMS-R; Logical Memory subtest; Trail Making Test Parts A (TMT-A) and B (TMT-B), SDMT; WAIS-R: Digit Span Forward; ascending Digit Span task modeled after the Digit Ordering Test. | Linear regression models | Age, sex, education, social network |
Eisele et al., 2012 | 2367 (1869 = analytic sample) | 65.90% | 79–95 | Community dwelling | SIDAM | Multifactorial ANCOVA | Age, sex, education, marital status, ADLs, hypertension, CVD, coronary heart disease, alcohol use, BMI |
Ellwardt et al., 2013 | 2255 | 54.00% | 55–85 | Community dwelling | MMSE; coding task, and Reven's Colored Progressive Matrices | Latent growth mediation model | Age, sex, education, loneliness, ADLs |
Heser et al., 2014 | 2300 | ND | ND | Community dwelling | SIDAM | proportional hazard models, cox regression analysis | Age, sex, education, ADLs |
Holtzman et al., 2004 | 354 | 68.60% | 50–81 | Community-dwelling | MMSE | Simultaneous linear regression | Age, sex, race, education, social network |
Howrey et al., 2015 | 2767 | 58.29% | ND | Community dwelling | MMSE | multivariate analyses by using simultaneous linear or logistic regression | Age, sex, education, income, marital status, ADLs, hypertension, heart attack, stroke, diabetes, vision, Nativity, BMI |
Hudetz et al., 2007 | 80 | 0% | 55–85 | Institutionalized | RBANS: Story Memory and Word List Memory subtests; BVMT-R | Stepwise multiple regression analysis | Age, sex, education, hypertension, hypercholesterolemia, angina, myocardial infarction, type 2 diabetes |
Hughes et al., 2008 | at baseline = 417, analytic = 217 | 51.80% | ND | Community dwelling | MMSE; Stroop test, Trailmaking Test, Hopkins verbal learning tests | Random Effects Model | Age, sex, education, social network, marital status |
Kats et al., 2016 | 13,782 | ND | 48–64 | Community dwelling | DSST, DWRT, WFT | Generalized linear models | Age, sex, race, education, social network |
Khondoker et al., 2017 | 10,055 | 46% | ND | Community dwelling | The short-form IQCODE questionnaire and physician | Proportional hazard regression models | Age, sex, education, income, diabetes, CVD, stroke, hypertension, cancer |
Khoo & Yang, 2020 | 1735 | NR | 40–70 | NR | Brief Test of Adult Cognition by Telephone (BTACT) | Structural equation modelling | Age, sex, education, income, general health |
Liao et al., 2018 | 6,863 | 29.20% | ND | Community dwelling | Alice Heim 4-I test (AH4-I), an inductive reasoning test, and two tests of verbal fluency | Bivariate dual change score model; goodness of fit | Age, sex, race, education, income, marital status, coronary heart disease, stroke, diabetes, cancer, depressive symptoms |
Liao & Scholes, 2017 | 10,241 | 53.30% | ND | Community dwelling | Verbal fluency and letter cancellation task. | Linear mixed model | Age, sex, education, income, ADLs |
Liu et al., 2020 | 13, 636 | 55% | ≥ 65 years | Community dwelling | Dementia Scale (Degree of Independence in Daily Living for Older Adults with Dementia) | Multivariate adjusted Cox proportional hazards model | Age, sex, education, history of disease (stroke, hypertension, myocardial infarction, diabetes, cancer), smoking, alcohol drinking, BMI, time spent walking per day, psychological distress score, motor function score, social participation |
Luo et al., 2021 | 497 | 48% | 64–68 | NR | Subtest of verbal comprehension index in German WAIS-R; verbal fluency and vocabulary; subtest of perceptual reasoning index in WAIS-R | Mplus8 | NR |
Miyaguni et al., 2021 | 15, 313 | 51.80% | ≥ 65 years | Community dwelling | I to IV and Medical, I (= 22 on MMSE), II (= 16), III (= 13), IV (= 6) | Multilevel survival analyses with sensitivity analyses model | Age, sex, education, marital status, depression, living conditions, present illness, smoking status, alcohol consumption, individual social support |
Moreno et al., 2021 | 2242 | 100% | 65–83 | NR | Primary Mental Abilities Vocabulary Test; Category Fluency Test; Letter Fluency Test; Benton Visual Retention Test; California Verbal Learning Test; California Verbal Learning Test; Digit Span Test; Card Rotation Test | Linear mixed models with covariate adjustment | Age, race, education, income, region, job classification, major medical comorbidities |
Murata et al., 2019 | 14,088 | 50.97% | 65–99 | Community dwelling | Incident dementia ascertained upon eligibility for Japan’s public LTCI system, Level II or higher, on the index for the evaluation of care needs for people with dementia. | Cox proportional hazard models | Age, sex, education, marital status, health behaviors (alcohol, smoking daily physical activity), cognitive complaints to predict dementia, depression |
Noguchi et al., 2019 | 121 (analytic sample) | 47.10% | ND | Community dwelling | Japanese MoCA | Multivariable linear regression analysis | Age, sex, income, ADLs, stroke, hypertension, dyslipidemia, diabetes, depression, living alone, BMI |
Okely et al., 2021 | | | 70–84 | Community dwelling | 5 questions about current state of participants’ memory | Spearman’s Rho | Age, sex, education, depression, diabetes, cardiovascular disease, occupational social class, personality, living situation, anxiety, older age fluid cognitive ability |
Pais et al., 2021 | 341 | 57.5% | 60–85 | Community Dwelling | MMSE | Multivariable Cox analysis of social support on cognitive impairment (hazard ratio) | Age, sex, social network, marital status, |
Pillemer et al., 2019 | 493 | 57.20% | 65–95 | Community dwelling | RBANS | Cox proportional hazard ratio | Sex, race, education, diabetes, chronic heart failure, arthritis, hypertension, depression, stroke, Parkinson’s disease, chronic obstructive lung disease, angina, myocardial infarction, depressive symptoms |
Riddle et al., 2015 | 299 | normal = 59.43%, MCI = 57.89%, dementia = 70.83% | ND | Community-dwelling | The neuropsychological battery | χ2 for categorical variables and ANOVA, logistic regression models | Age, sex, race, education, ADLs, depression |
Rote et al., 2021 | 2880 | 57.7% | ≥ 65 years | Community dwelling | MMSE | Logistic regression | Age, sex, country of birth (Mexico or USA), Medicaid (yes or no) |
Saito et al., 2018 | 13,984 | 50.90% | ND | Community dwelling | Long-term Care Insurance, The Degree of Autonomy in the Daily Lives of Elderly Individuals with Dementia Scale | Cox proportional hazard models | Age, sex, education, income, social network, marital status, ADLs, stroke, diabetes, depression, SCI, physical activity |
Salinas et al., 2017 | 1834 (for dementia analysis) | 44% | | Community dwelling | DSM-IV | Cox proportional hazard models | Age, sex, education, social network, marital status, atrial fibrillation, diabetes, CVD, smoking status, depression, physical activity, antihypertensive treatment |
Seeman et al., 2001 | 1189 | 55.20% | 70–79 | Community dwelling | BNT; WAIS-R | multivariate linear regression | Age, sex, race, education, income, social network, marital status, physical activity |
Sörman et al., 2015 | 1715 | No Dementia: 53.3% all cause dementia: 65.1% AD: 73.9% | | Community Dwelling | DSM-IV | multivariate linear regression | Age, sex, education, CVD, stroke, HBP, diabetes, alcohol use, smoking status, obesity, stress, depression |
Thomas & Umberson, 2018 | 2,788 | 64.70% | 60–95 | Community dwelling | SPMSQ | estimated growth curve models within a mixed-model framework Intercept (SE), Linear Slope | Age, sex, race, education, income, marital status, number of children, stressful life events |
Wilson et al., 2015 | 529 | 78.90% | | Institutionalized and Community dwelling | Clinical classification of MCI | Proportional hazards model | Age, sex, education, social network, loneliness, depression, negative life events |
Yin et al., 2020 | 5897 | 51% | ≥ 65 years | Community dwelling | MMSE | Multivariable Cox regression (hazard ratio) | Age, sex, education, income / occupation, ADLS, residence, participation in physical activity, smoking, drinking, negative well-being, baseline MMSE, leisure activities, physical diseases |
Zahodne et al., 2019 | 8,538 | 56.24% | 45–93 | Community dwelling | Consortium to Establish a Registry for Alzheimer’s Disease Word List; Tests of semantic and letter fluency | Multivariate-adjusted standardized estimates | Age, sex, race, education, income, social network, heart disease, dyslipidemia, diabetes, nonlife threatening cancer, kidney failure, number of adults and children in childhood home, prenatal education, systolic BP, systemic inflammation, depression symptoms, perceived stress, BMI |
Zahodne et al., 2021 | 578 | 663.5% | ≥ 65 years | Community dwelling | WHICAP neuropsychological battery (episodic memory, language, visuospatial functioning); NIH Toolbox cognition module (executive function, working memory) | Longitudinal models | Age, sex, race, education, depression, presence / absence of 15 chronic conditions, baseline cognition |