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Published in: BMC Public Health 1/2022

Open Access 01-12-2022 | Research

Cognitive reserve over life course and 7-year trajectories of cognitive decline: results from China health and retirement longitudinal study

Authors: Xuanji Chen, Baowen Xue, Yaoyue Hu

Published in: BMC Public Health | Issue 1/2022

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Abstract

Background

Cognitive reserve (CR) could partly explain the individual heterogeneity in cognitive decline. No study measured CR from a life course perspective and investigated the association between CR and trajectories of cognitive decline in older Chinese adults.

Methods

Data of 6795 Chinese adults aged 60+ from China Health and Retirement Longitudinal Study were used. Global cognition score (0–32) was assessed in all four waves. A life-course CR score was constructed using markers of childhood circumstance, education, highest occupational class, and leisure activities in later life. Latent growth curve modelling (LGCM) was applied to assess the association between CR and trajectories of cognitive decline.

Results

For the life-course CR, factor loadings of markers in adulthood and later life were larger than that of markers in childhood. The life-course CR score (ranged between − 2.727 and 6.537, SD: 1.74) was higher in urban Chinese adults (0.75, SD: 1.90) than in rural Chinese adults (− 0.50, SD: 1.43). The unconditional LGCM results showed that urban older Chinese adults had better global cognition at baseline (intercept: 15.010, 95% CI: 14.783, 15.237) and a slower rate of cognitive decline per year (linear slope: -0.394, 95% CI: − 0.508, − 0.281) than their rural counterparts (intercept: 12.144, 95% CI: 11.960, 12.329; linear slope: -0.498, 95% CI: − 0.588, − 0.408). After controlling for all covariates, one-unit higher CR score was associated with 1.615 (95% CI: 1.521, 1.709) and 1.768 (95% CI: 1.659, 1.876) unit higher global cognition at baseline for urban and rural older Chinese adults, respectively. The slower rate of cognitive decline associated with higher CR was more evident in rural residents (slope: 0.083, 95% CI: 0.057, 0.108) than in their urban counterparts (0.054, 95% CI: 0.031, 0.077).

Conclusions

CR was associated with better baseline cognition and slower cognitive decline in Chinese older adults. Although rural residents were disadvantaged in both CR and cognition, the protective effect of CR against cognitive decline was stronger for them than in those who live in urban area.
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Literature
2.
go back to reference Xue Y, Liu G, Geng Q. Associations of cardiovascular disease and depression with memory related disease: a Chinese national prospective cohort study. J Affect Disord. 2020;260:11–7.PubMedCrossRef Xue Y, Liu G, Geng Q. Associations of cardiovascular disease and depression with memory related disease: a Chinese national prospective cohort study. J Affect Disord. 2020;260:11–7.PubMedCrossRef
3.
go back to reference Livingston G, Sommerlad A, Orgeta V, Costafreda SG, Huntley J, Ames D, et al. Dementia prevention, intervention, and care. Lancet. 2017;390(10113):2673–734.PubMedCrossRef Livingston G, Sommerlad A, Orgeta V, Costafreda SG, Huntley J, Ames D, et al. Dementia prevention, intervention, and care. Lancet. 2017;390(10113):2673–734.PubMedCrossRef
4.
go back to reference Stern Y. What is cognitive reserve? Theory and research application of the reserve concept. J Int Neuropsychol Soc. 2002;8(3):448–60.PubMedCrossRef Stern Y. What is cognitive reserve? Theory and research application of the reserve concept. J Int Neuropsychol Soc. 2002;8(3):448–60.PubMedCrossRef
6.
go back to reference Nilsson J, Lovden M. Naming is not explaining: future directions for the "cognitive reserve" and "brain maintenance" theories. Alzheimers Res Ther. 2018;10(1):34.PubMedPubMedCentralCrossRef Nilsson J, Lovden M. Naming is not explaining: future directions for the "cognitive reserve" and "brain maintenance" theories. Alzheimers Res Ther. 2018;10(1):34.PubMedPubMedCentralCrossRef
7.
go back to reference Chapko D, McCormack R, Black C, Staff R, Murray A. Life-course determinants of cognitive reserve (CR) in cognitive aging and dementia - a systematic literature review. Aging Ment Health. 2018;22(8):915–26.PubMedCrossRef Chapko D, McCormack R, Black C, Staff R, Murray A. Life-course determinants of cognitive reserve (CR) in cognitive aging and dementia - a systematic literature review. Aging Ment Health. 2018;22(8):915–26.PubMedCrossRef
8.
go back to reference Xue B, Cadar D, Fleischmann M, Stansfeld S, Carr E, Kivimäki M, et al. Effect of retirement on cognitive function: the Whitehall II cohort study. Eur J Epidemiol. 2018;33(10):989–1001.PubMedCrossRef Xue B, Cadar D, Fleischmann M, Stansfeld S, Carr E, Kivimäki M, et al. Effect of retirement on cognitive function: the Whitehall II cohort study. Eur J Epidemiol. 2018;33(10):989–1001.PubMedCrossRef
9.
go back to reference Wang HX, Xu W, Pei JJ. Leisure activities, cognition and dementia. Biochim Biophys Acta. 2012;1822(3):482–91.PubMedCrossRef Wang HX, Xu W, Pei JJ. Leisure activities, cognition and dementia. Biochim Biophys Acta. 2012;1822(3):482–91.PubMedCrossRef
10.
go back to reference Jefferson AL, Gibbons LE, Rentz DM, Carvalho JO, Manly J, Bennett DA, et al. A life course model of cognitive activities, socioeconomic status, education, reading ability, and cognition. J Am Geriatr Soc. 2011;59(8):1403–11.PubMedPubMedCentralCrossRef Jefferson AL, Gibbons LE, Rentz DM, Carvalho JO, Manly J, Bennett DA, et al. A life course model of cognitive activities, socioeconomic status, education, reading ability, and cognition. J Am Geriatr Soc. 2011;59(8):1403–11.PubMedPubMedCentralCrossRef
11.
go back to reference Lenehan ME, Summers MJ, Saunders NL, Summers JJ, Vickers JC. Relationship between education and age-related cognitive decline: a review of recent research. Psychogeriatrics. 2015;15(2):154–62.PubMedCrossRef Lenehan ME, Summers MJ, Saunders NL, Summers JJ, Vickers JC. Relationship between education and age-related cognitive decline: a review of recent research. Psychogeriatrics. 2015;15(2):154–62.PubMedCrossRef
12.
go back to reference Soldan A, Pettigrew C, Cai Q, Wang J, Wang MC, Moghekar A, et al. Cognitive reserve and long-term change in cognition in aging and preclinical Alzheimer's disease. Neurobiol Aging. 2017;60:164–72.PubMedPubMedCentralCrossRef Soldan A, Pettigrew C, Cai Q, Wang J, Wang MC, Moghekar A, et al. Cognitive reserve and long-term change in cognition in aging and preclinical Alzheimer's disease. Neurobiol Aging. 2017;60:164–72.PubMedPubMedCentralCrossRef
13.
go back to reference Jones RN, Manly J, Glymour MM, Rentz DM, Jefferson AL, Stern Y. Conceptual and measurement challenges in research on cognitive reserve. J Int Neuropsychol Soc. 2011;17(4):593–601.PubMedPubMedCentralCrossRef Jones RN, Manly J, Glymour MM, Rentz DM, Jefferson AL, Stern Y. Conceptual and measurement challenges in research on cognitive reserve. J Int Neuropsychol Soc. 2011;17(4):593–601.PubMedPubMedCentralCrossRef
14.
go back to reference Richards M, Deary IJ. A life course approach to cognitive reserve: a model for cognitive aging and development? Ann Neurol. 2005;58(4):617–22.PubMedCrossRef Richards M, Deary IJ. A life course approach to cognitive reserve: a model for cognitive aging and development? Ann Neurol. 2005;58(4):617–22.PubMedCrossRef
15.
go back to reference Dekhtyar S, Marseglia A, Xu W, Darin-Mattsson A, Wang HX, Fratiglioni L. Genetic risk of dementia mitigated by cognitive reserve: a cohort study. Ann Neurol. 2019;86(1):68–78.PubMedPubMedCentralCrossRef Dekhtyar S, Marseglia A, Xu W, Darin-Mattsson A, Wang HX, Fratiglioni L. Genetic risk of dementia mitigated by cognitive reserve: a cohort study. Ann Neurol. 2019;86(1):68–78.PubMedPubMedCentralCrossRef
17.
go back to reference Seifan A, Schelke M, Obeng-Aduasare Y, Isaacson R. Early Life Epidemiology of Alzheimer's Disease--A Critical Review. Neuroepidemiology. 2015;45(4):237–54.PubMedCrossRef Seifan A, Schelke M, Obeng-Aduasare Y, Isaacson R. Early Life Epidemiology of Alzheimer's Disease--A Critical Review. Neuroepidemiology. 2015;45(4):237–54.PubMedCrossRef
18.
go back to reference Whalley LJ, Dick FD, McNeill G. A life-course approach to the aetiology of late-onset dementias. Lancet Neurol. 2006;5(1):87–96.PubMedCrossRef Whalley LJ, Dick FD, McNeill G. A life-course approach to the aetiology of late-onset dementias. Lancet Neurol. 2006;5(1):87–96.PubMedCrossRef
19.
go back to reference Gale CR, O'Callaghan FJ, Godfrey KM, Law CM, Martyn CN. Critical periods of brain growth and cognitive function in children. Brain. 2004;127(Pt 2):321–9.PubMedCrossRef Gale CR, O'Callaghan FJ, Godfrey KM, Law CM, Martyn CN. Critical periods of brain growth and cognitive function in children. Brain. 2004;127(Pt 2):321–9.PubMedCrossRef
20.
go back to reference Liu Y, Lachman ME. Socioeconomic status and parenting style from childhood: long-term effects on cognitive function in middle and later adulthood. J Gerontol B Psychol Sci Soc Sci. 2019;74(6):e13–24.PubMedPubMedCentralCrossRef Liu Y, Lachman ME. Socioeconomic status and parenting style from childhood: long-term effects on cognitive function in middle and later adulthood. J Gerontol B Psychol Sci Soc Sci. 2019;74(6):e13–24.PubMedPubMedCentralCrossRef
21.
go back to reference Aartsen MJ, Cheval B, Sieber S, Van der Linden BW, Gabriel R, Courvoisier DS, et al. Advantaged socioeconomic conditions in childhood are associated with higher cognitive functioning but stronger cognitive decline in older age. Proc Natl Acad Sci U S A. 2019;116(12):5478–86.PubMedPubMedCentralCrossRef Aartsen MJ, Cheval B, Sieber S, Van der Linden BW, Gabriel R, Courvoisier DS, et al. Advantaged socioeconomic conditions in childhood are associated with higher cognitive functioning but stronger cognitive decline in older age. Proc Natl Acad Sci U S A. 2019;116(12):5478–86.PubMedPubMedCentralCrossRef
22.
go back to reference Künzi M, Joly-Burra E, Zuber S, Haas M, Tinello D, Da Silva CC, et al. The relationship between life course socioeconomic conditions and objective and subjective memory in older age. Brain Sci. 2021;11(1):61.PubMedPubMedCentralCrossRef Künzi M, Joly-Burra E, Zuber S, Haas M, Tinello D, Da Silva CC, et al. The relationship between life course socioeconomic conditions and objective and subjective memory in older age. Brain Sci. 2021;11(1):61.PubMedPubMedCentralCrossRef
23.
go back to reference Xu H, Dupre ME, Østbye T, Vorderstrasse AA, Wu B. Residential mobility and cognitive function among middle-aged and older adults in China. Res Aging. 2019;41(1):3–30.PubMedCrossRef Xu H, Dupre ME, Østbye T, Vorderstrasse AA, Wu B. Residential mobility and cognitive function among middle-aged and older adults in China. Res Aging. 2019;41(1):3–30.PubMedCrossRef
24.
go back to reference Jia J, Wang F, Wei C, Zhou A, Jia X, Li F, et al. The prevalence of dementia in urban and rural areas of China. Alzheimers Dement. 2014;10(1):1–9.PubMedCrossRef Jia J, Wang F, Wei C, Zhou A, Jia X, Li F, et al. The prevalence of dementia in urban and rural areas of China. Alzheimers Dement. 2014;10(1):1–9.PubMedCrossRef
25.
go back to reference Yuan J, Zhang Z, Wen H, Hong X, Hong Z, Qu Q, et al. Incidence of dementia and subtypes: a cohort study in four regions in China. Alzheimers Dement. 2016;12(3):262–71.PubMedCrossRef Yuan J, Zhang Z, Wen H, Hong X, Hong Z, Qu Q, et al. Incidence of dementia and subtypes: a cohort study in four regions in China. Alzheimers Dement. 2016;12(3):262–71.PubMedCrossRef
26.
go back to reference Zhao Y, Hu Y, Smith JP, Strauss J, Yang G. Cohort profile: the China health and retirement longitudinal study (CHARLS). Int J Epidemiol. 2014;43(1):61–8.CrossRef Zhao Y, Hu Y, Smith JP, Strauss J, Yang G. Cohort profile: the China health and retirement longitudinal study (CHARLS). Int J Epidemiol. 2014;43(1):61–8.CrossRef
28.
29.
go back to reference Singh-Manoux A, Marmot MG, Glymour M, Sabia S, Kivimaki M, Dugravot A. Does cognitive reserve shape cognitive decline? Ann Neurol. 2011;70(2):296–304.PubMedPubMedCentralCrossRef Singh-Manoux A, Marmot MG, Glymour M, Sabia S, Kivimaki M, Dugravot A. Does cognitive reserve shape cognitive decline? Ann Neurol. 2011;70(2):296–304.PubMedPubMedCentralCrossRef
30.
go back to reference Zaninotto P, Batty GD, Allerhand M, Deary IJ. Cognitive function trajectories and their determinants in older people: 8 years of follow-up in the English longitudinal study of ageing. J Epidemiol Community Health. 2018;72(8):685–94.PubMedCrossRef Zaninotto P, Batty GD, Allerhand M, Deary IJ. Cognitive function trajectories and their determinants in older people: 8 years of follow-up in the English longitudinal study of ageing. J Epidemiol Community Health. 2018;72(8):685–94.PubMedCrossRef
31.
go back to reference Rutherford BR, Brewster K, Golub JS, Kim AH, Roose SP. Sensation and psychiatry: linking age-related hearing loss to late-life depression and cognitive decline. Am J Psychiatry. 2018;175(3):215–24.PubMedCrossRef Rutherford BR, Brewster K, Golub JS, Kim AH, Roose SP. Sensation and psychiatry: linking age-related hearing loss to late-life depression and cognitive decline. Am J Psychiatry. 2018;175(3):215–24.PubMedCrossRef
32.
go back to reference Chen C, Lu FC. The guidelines for prevention and control of overweight and obesity in Chinese adults. Biomed Environ Sci. 2004;17(Suppl):1–36.PubMed Chen C, Lu FC. The guidelines for prevention and control of overweight and obesity in Chinese adults. Biomed Environ Sci. 2004;17(Suppl):1–36.PubMed
33.
go back to reference Andresen EM, Malmgren JA, Carter WB, Patrick DL. Screening for depression in well older adults: evaluation of a short form of the CES-D (Center for Epidemiologic Studies Depression Scale). Am J Prev Med. 1994;10(2):77–84.PubMedCrossRef Andresen EM, Malmgren JA, Carter WB, Patrick DL. Screening for depression in well older adults: evaluation of a short form of the CES-D (Center for Epidemiologic Studies Depression Scale). Am J Prev Med. 1994;10(2):77–84.PubMedCrossRef
34.
go back to reference Beekman AT, Deeg DJ, Van Limbeek J, Braam AW, De Vries MZ, Van Tilburg W. Criterion validity of the Center for Epidemiologic Studies Depression scale (CES-D): results from a community-based sample of older subjects in the Netherlands. Psychol Med. 1997;27(1):231–5.PubMedCrossRef Beekman AT, Deeg DJ, Van Limbeek J, Braam AW, De Vries MZ, Van Tilburg W. Criterion validity of the Center for Epidemiologic Studies Depression scale (CES-D): results from a community-based sample of older subjects in the Netherlands. Psychol Med. 1997;27(1):231–5.PubMedCrossRef
35.
go back to reference Hubert G. Statistical analysis of management data. New York: Springer; 2014. p. 349–452. Hubert G. Statistical analysis of management data. New York: Springer; 2014. p. 349–452.
36.
go back to reference Duncan TE, Duncan SC, Strycker LA. An introduction to latent variable growth curve modeling : concepts, issues, and applications. Appl Psych Meas. 2006;5(4):419–20. Duncan TE, Duncan SC, Strycker LA. An introduction to latent variable growth curve modeling : concepts, issues, and applications. Appl Psych Meas. 2006;5(4):419–20.
37.
go back to reference Byrne BM. Structural equation modeling with Mplus : basic concepts, applications, and programming. Psicothema. 2011;24(2):343–4. Byrne BM. Structural equation modeling with Mplus : basic concepts, applications, and programming. Psicothema. 2011;24(2):343–4.
38.
go back to reference Kline R, Kline RB, Kline R. Principles and practice of structural equation modeling. J Am Stat Assoc. 2011;101(12). Kline R, Kline RB, Kline R. Principles and practice of structural equation modeling. J Am Stat Assoc. 2011;101(12).
39.
go back to reference Roderick J. Modeling the drop-out mechanism in repeated-measures studies. J Am Stat Assoc. 1995;90:1112–21.CrossRef Roderick J. Modeling the drop-out mechanism in repeated-measures studies. J Am Stat Assoc. 1995;90:1112–21.CrossRef
40.
go back to reference Wu W, West SG, Taylor AB. Evaluating model fit for growth curve models: integration of fit indices from SEM and MLM frameworks. Psychol Methods. 2009;14(3):183–201.PubMedCrossRef Wu W, West SG, Taylor AB. Evaluating model fit for growth curve models: integration of fit indices from SEM and MLM frameworks. Psychol Methods. 2009;14(3):183–201.PubMedCrossRef
41.
go back to reference Allison PD. Missing data techniques for structural equation modeling. J Abnorm Psychol. 2003;112(4):545–57.PubMedCrossRef Allison PD. Missing data techniques for structural equation modeling. J Abnorm Psychol. 2003;112(4):545–57.PubMedCrossRef
42.
go back to reference Graham JW. Missing data analysis: making it work in the real world. Annu Rev Psychol. 2009;60:549–76.PubMedCrossRef Graham JW. Missing data analysis: making it work in the real world. Annu Rev Psychol. 2009;60:549–76.PubMedCrossRef
44.
go back to reference Sha T, Yan Y, Cheng W. Associations of childhood socioeconomic status with mid-life and late-life cognition in Chinese middle-aged and older population based on a 5-year period cohort study. Int J Geriatr Psychiatry. 2018;33(10):1335–45.PubMedPubMedCentralCrossRef Sha T, Yan Y, Cheng W. Associations of childhood socioeconomic status with mid-life and late-life cognition in Chinese middle-aged and older population based on a 5-year period cohort study. Int J Geriatr Psychiatry. 2018;33(10):1335–45.PubMedPubMedCentralCrossRef
45.
go back to reference Lojo-Seoane C, Facal D, Guardia-Olmos J, Pereiro AX, Juncos-Rabadan O. Effects of cognitive reserve on cognitive performance in a follow-up study in older adults with subjective cognitive complaints. The role of working memory. Front Aging Neurosci. 2018;10:189.PubMedPubMedCentralCrossRef Lojo-Seoane C, Facal D, Guardia-Olmos J, Pereiro AX, Juncos-Rabadan O. Effects of cognitive reserve on cognitive performance in a follow-up study in older adults with subjective cognitive complaints. The role of working memory. Front Aging Neurosci. 2018;10:189.PubMedPubMedCentralCrossRef
46.
go back to reference Zahodne LB, Glymour MM, Sparks C, Bontempo D, Dixon RA, MacDonald SW, et al. Education does not slow cognitive decline with aging: 12-year evidence from the victoria longitudinal study. J Int Neuropsychol Soc. 2011;17(6):1039–46.PubMedPubMedCentralCrossRef Zahodne LB, Glymour MM, Sparks C, Bontempo D, Dixon RA, MacDonald SW, et al. Education does not slow cognitive decline with aging: 12-year evidence from the victoria longitudinal study. J Int Neuropsychol Soc. 2011;17(6):1039–46.PubMedPubMedCentralCrossRef
47.
go back to reference Tucker-Drob EM, Johnson KE, Jones RN. The cognitive reserve hypothesis: a longitudinal examination of age-associated declines in reasoning and processing speed. Dev Psychol. 2009;45(2):431–46.PubMedPubMedCentralCrossRef Tucker-Drob EM, Johnson KE, Jones RN. The cognitive reserve hypothesis: a longitudinal examination of age-associated declines in reasoning and processing speed. Dev Psychol. 2009;45(2):431–46.PubMedPubMedCentralCrossRef
48.
go back to reference Takaiwa A, Kuwayama N, Akioka N, Kashiwazaki D, Kuroda S. Discrepancy analysis between crystallized and fluid intelligence tests: a novel method to detect mild cognitive impairment in patients with asymptomatic carotid artery stenosis. Eur J Neurol. 2018;25(2):313–9.PubMedCrossRef Takaiwa A, Kuwayama N, Akioka N, Kashiwazaki D, Kuroda S. Discrepancy analysis between crystallized and fluid intelligence tests: a novel method to detect mild cognitive impairment in patients with asymptomatic carotid artery stenosis. Eur J Neurol. 2018;25(2):313–9.PubMedCrossRef
49.
go back to reference Helzner EP, Scarmeas N, Cosentino S, Portet F, Stern Y. Leisure activity and cognitive decline in incident Alzheimer disease. Arch Neurol. 2007;64(12):1749–54.PubMedCrossRef Helzner EP, Scarmeas N, Cosentino S, Portet F, Stern Y. Leisure activity and cognitive decline in incident Alzheimer disease. Arch Neurol. 2007;64(12):1749–54.PubMedCrossRef
50.
go back to reference Zahodne LB, Stern Y, Manly JJ. Differing effects of education on cognitive decline in diverse elders with low versus high educational attainment. Neuropsychology. 2015;29(4):649–57.PubMedCrossRef Zahodne LB, Stern Y, Manly JJ. Differing effects of education on cognitive decline in diverse elders with low versus high educational attainment. Neuropsychology. 2015;29(4):649–57.PubMedCrossRef
51.
go back to reference Hertzman C. The lifelong impact of childhood experiences: a population health perspective. Daedalus. 1994;123(4):167. Hertzman C. The lifelong impact of childhood experiences: a population health perspective. Daedalus. 1994;123(4):167.
52.
go back to reference Fisher GG, Stachowski A, Infurna FJ, Faul JD, Grosch J, Tetrick LE. Mental work demands, retirement, and longitudinal trajectories of cognitive functioning. J Occup Health Psychol. 2014;19(2):231–42.PubMedPubMedCentralCrossRef Fisher GG, Stachowski A, Infurna FJ, Faul JD, Grosch J, Tetrick LE. Mental work demands, retirement, and longitudinal trajectories of cognitive functioning. J Occup Health Psychol. 2014;19(2):231–42.PubMedPubMedCentralCrossRef
53.
go back to reference Salthouse TA. Mental exercise and mental aging: evaluating the validity of the "use it or lose it" hypothesis. Perspect Psychol Sci. 2006;1(1):68–87.PubMedCrossRef Salthouse TA. Mental exercise and mental aging: evaluating the validity of the "use it or lose it" hypothesis. Perspect Psychol Sci. 2006;1(1):68–87.PubMedCrossRef
54.
go back to reference Marden JR, Tchetgen Tchetgen EJ, Kawachi I, Glymour MM. Contribution of socioeconomic status at 3 life-course periods to late-life memory function and decline: early and late predictors of dementia risk. Am J Epidemiol. 2017;186(7):805–14.PubMedPubMedCentralCrossRef Marden JR, Tchetgen Tchetgen EJ, Kawachi I, Glymour MM. Contribution of socioeconomic status at 3 life-course periods to late-life memory function and decline: early and late predictors of dementia risk. Am J Epidemiol. 2017;186(7):805–14.PubMedPubMedCentralCrossRef
55.
go back to reference Wang HX, MacDonald SW, Dekhtyar S, Fratiglioni L. Association of lifelong exposure to cognitive reserve-enhancing factors with dementia risk: a community-based cohort study. PLoS Med. 2017;14(3):e1002251.PubMedPubMedCentralCrossRef Wang HX, MacDonald SW, Dekhtyar S, Fratiglioni L. Association of lifelong exposure to cognitive reserve-enhancing factors with dementia risk: a community-based cohort study. PLoS Med. 2017;14(3):e1002251.PubMedPubMedCentralCrossRef
56.
go back to reference Luo Y, Zhang L, Pan X. Neighborhood environments and cognitive decline among middle-aged and older people in China. J Gerontol B Psychol Sci Soc Sci. 2019;74(7):e60–71.PubMedCrossRef Luo Y, Zhang L, Pan X. Neighborhood environments and cognitive decline among middle-aged and older people in China. J Gerontol B Psychol Sci Soc Sci. 2019;74(7):e60–71.PubMedCrossRef
57.
go back to reference Lavrencic LM, Richardson C, Harrison SL, Muniz-Terrera G, Keage HAD, Brittain K, et al. Is there a link between cognitive reserve and cognitive function in the oldest-old? J Gerontol A Biol Sci Med Sci. 2018;73(4):499–505.PubMedCrossRef Lavrencic LM, Richardson C, Harrison SL, Muniz-Terrera G, Keage HAD, Brittain K, et al. Is there a link between cognitive reserve and cognitive function in the oldest-old? J Gerontol A Biol Sci Med Sci. 2018;73(4):499–505.PubMedCrossRef
Metadata
Title
Cognitive reserve over life course and 7-year trajectories of cognitive decline: results from China health and retirement longitudinal study
Authors
Xuanji Chen
Baowen Xue
Yaoyue Hu
Publication date
01-12-2022
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2022
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-022-12671-6

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