Skip to main content
Top
Published in: BMC Geriatrics 1/2018

Open Access 01-12-2018 | Study protocol

Alzheimer’s disease risk factors as mediators of subjective memory impairment and objective memory decline: protocol for a construct-level replication analysis

Authors: Nikki L. Hill, Jacqueline Mogle

Published in: BMC Geriatrics | Issue 1/2018

Login to get access

Abstract

Background

Subjective memory impairment (SMI), or the perception of memory problems in the absence of objective memory deficits, is associated with negative outcomes of individual and societal significance, including a substantially increased risk of Alzheimer’s disease (AD). However, little is known regarding the mediators that link SMI and memory decline in some individuals, or which older adults with SMI are at greatest risk for memory decline. In this study, we will examine modifiable AD risk factors (specifically affective symptoms and activity participation) as mediators underlying linkages among SMI and memory decline over time; furthermore, we will characterize SMI subgroups at highest risk for memory decline via this pathway.

Methods

This study utilizes a series of construct-level replication analyses across four large longitudinal datasets to maximize the unique aspects of each dataset as well as test the reproducibility of findings across multiple populations to establish generalizability. The current study’s sample (n > 40,000) is drawn from the Einstein Aging Study, Health and Retirement Study, Minority Aging Research Study, and National Health and Aging Trends Study. Participants must meet the following basic criteria for inclusion: age 55 or older and no evidence of cognitive impairment at baseline. We will use multilevel modeling to determine whether higher levels of SMI are related to increased affective symptoms and decreased activity participation, as well as whether this relationship is moderated by neuroticism, family history of AD, and race/ethnicity. Finally, we will test our full conceptual model that examines whether changes in affective symptoms and activity participation mediate the relationship between SMI and objective memory decline. Specifically, we will test moderated mediation as we hypothesize these relationships to hold among subgroups of older adults.

Discussion

Discovery of modifiable AD risk factors that mediate the association between SMI and memory decline (the earliest and most central deficit in AD) will provide explicit, and potentially novel, targets for intervention. Additionally, identifying individuals at highest risk for negative reactions to SMI will serve to enrich samples for future research as well as to help guide the development of SMI assessment tools to identify older adults at greatest risk for debilitating outcomes.
Appendix
Available only for authorised users
Literature
1.
go back to reference Bäckman L, Jones S, Berger A-K, Laukka EJ, Small BJ. Cognitive impairment in preclinical Alzheimer’s disease: a meta-analysis. Neuropsychology. 2005;19(4):520–31.CrossRef Bäckman L, Jones S, Berger A-K, Laukka EJ, Small BJ. Cognitive impairment in preclinical Alzheimer’s disease: a meta-analysis. Neuropsychology. 2005;19(4):520–31.CrossRef
2.
go back to reference Jessen F, Wolfsgruber S, Wiese B, Bickel H, Mösch E, Kaduszkiewicz H, et al. AD dementia risk in late MCI, in early MCI, and in subjective memory impairment. Alzheimers Dement. 2014;10:76–83.CrossRef Jessen F, Wolfsgruber S, Wiese B, Bickel H, Mösch E, Kaduszkiewicz H, et al. AD dementia risk in late MCI, in early MCI, and in subjective memory impairment. Alzheimers Dement. 2014;10:76–83.CrossRef
3.
go back to reference Jessen F, Amariglio RE, van Boxtel M, Breteler M, Ceccaldi M, Chételat G, et al. A conceptual framework for research on subjective cognitive decline in preclinical Alzheimer’s disease. Alzheimers Dement. 2014;10:844–52.CrossRef Jessen F, Amariglio RE, van Boxtel M, Breteler M, Ceccaldi M, Chételat G, et al. A conceptual framework for research on subjective cognitive decline in preclinical Alzheimer’s disease. Alzheimers Dement. 2014;10:844–52.CrossRef
4.
go back to reference Reid LM, Maclullich AMJ. Subjective memory complaints and cognitive impairment in older people. Dement Geriatr Cogn Disord. 2006;22(5–6):471–85.CrossRef Reid LM, Maclullich AMJ. Subjective memory complaints and cognitive impairment in older people. Dement Geriatr Cogn Disord. 2006;22(5–6):471–85.CrossRef
5.
go back to reference Saykin AJ, Wishart HA, Rabin LA, Santulli RB, Flashman LA, West JD, et al. Older adults with cognitive complaints show brain atrophy similar to that of amnestic MCI. Neurology. 2006;67:834–42.CrossRef Saykin AJ, Wishart HA, Rabin LA, Santulli RB, Flashman LA, West JD, et al. Older adults with cognitive complaints show brain atrophy similar to that of amnestic MCI. Neurology. 2006;67:834–42.CrossRef
6.
go back to reference Sperling RA, Aisen PS, Beckett LA, Bennett DA, Craft S, Fagan AM, et al. Toward defining the preclinical stages of Alzheimer’s disease: recommendations from the National Institute on Aging-Alzheimer’s association workgroups on diagnostic guidelines for Alzheimer’s disease. Alzheimers Dement. 2011;7(3):280–92.CrossRef Sperling RA, Aisen PS, Beckett LA, Bennett DA, Craft S, Fagan AM, et al. Toward defining the preclinical stages of Alzheimer’s disease: recommendations from the National Institute on Aging-Alzheimer’s association workgroups on diagnostic guidelines for Alzheimer’s disease. Alzheimers Dement. 2011;7(3):280–92.CrossRef
7.
go back to reference Eramudugolla R, Cherbuin N, Easteal S, Jorm AF, Anstey KJ. Self-reported cognitive decline on the informant questionnaire on cognitive decline in the elderly is associated with dementia, instrumental activities of daily living and depression but not longitudinal cognitive change. Dement Geriatr Cogn Disord. 2012;34(5–6):282–91.CrossRef Eramudugolla R, Cherbuin N, Easteal S, Jorm AF, Anstey KJ. Self-reported cognitive decline on the informant questionnaire on cognitive decline in the elderly is associated with dementia, instrumental activities of daily living and depression but not longitudinal cognitive change. Dement Geriatr Cogn Disord. 2012;34(5–6):282–91.CrossRef
8.
go back to reference Wang L, van Belle G, Crane PK, Kukull WA, Bowen JD, McCormick WC, et al. Subjective memory deterioration and future dementia in people aged 65 and older. J Am Geriatr Soc. 2004;52(12):2045–51.CrossRef Wang L, van Belle G, Crane PK, Kukull WA, Bowen JD, McCormick WC, et al. Subjective memory deterioration and future dementia in people aged 65 and older. J Am Geriatr Soc. 2004;52(12):2045–51.CrossRef
9.
go back to reference Reisberg B, Shulman MB, Torossian C, Leng L, Zhu W. Outcome over seven years of healthy adults with and without subjective cognitive impairment. Alzheimers Dement. 2010;6:11–24.CrossRef Reisberg B, Shulman MB, Torossian C, Leng L, Zhu W. Outcome over seven years of healthy adults with and without subjective cognitive impairment. Alzheimers Dement. 2010;6:11–24.CrossRef
10.
go back to reference Edmonds EC, Delano-Wood L, Galasko DR, Salmon DP, Bondi MW. Alzheimer’s disease neuroimaging I. subjective cognitive complaints contribute to misdiagnosis of mild cognitive impairment. J Int Neuropsychol Soc. 2014;20(8):836–47.CrossRef Edmonds EC, Delano-Wood L, Galasko DR, Salmon DP, Bondi MW. Alzheimer’s disease neuroimaging I. subjective cognitive complaints contribute to misdiagnosis of mild cognitive impairment. J Int Neuropsychol Soc. 2014;20(8):836–47.CrossRef
11.
go back to reference Arenaza-Urquijo EM, Wirth M, Chételat G. Cognitive reserve and lifestyle: moving towards preclinical Alzheimer’s disease. Front Aging Neurosci. 2015;7:134.CrossRef Arenaza-Urquijo EM, Wirth M, Chételat G. Cognitive reserve and lifestyle: moving towards preclinical Alzheimer’s disease. Front Aging Neurosci. 2015;7:134.CrossRef
12.
go back to reference Ficker LJ, Lysack CL, Hanna M, Lichtenberg PA. Perceived cognitive impairment among African American elders: health and functional impairments in daily life. Aging Ment Health. 2014;18(4):471–80.CrossRef Ficker LJ, Lysack CL, Hanna M, Lichtenberg PA. Perceived cognitive impairment among African American elders: health and functional impairments in daily life. Aging Ment Health. 2014;18(4):471–80.CrossRef
13.
go back to reference Genziani M, Stewart R, Béjot Y, Amieva H, Artero S, Ritchie K. Subjective memory impairment, objective cognitive functioning and social activity in French older people: findings from the three cities study. Geriatr Gerontol Int. 2013;13(1):139–45.CrossRef Genziani M, Stewart R, Béjot Y, Amieva H, Artero S, Ritchie K. Subjective memory impairment, objective cognitive functioning and social activity in French older people: findings from the three cities study. Geriatr Gerontol Int. 2013;13(1):139–45.CrossRef
14.
go back to reference Lee PL. The relationship between memory complaints, activity and perceived health status. Scand J Psychol. 2014;55(2):136–41.CrossRef Lee PL. The relationship between memory complaints, activity and perceived health status. Scand J Psychol. 2014;55(2):136–41.CrossRef
15.
go back to reference Hill NL, Mogle J, Wion R, Munoz E, DePasquale N, Yevchak AM, et al. Subjective cognitive impairment and affective symptoms: a systematic review. The Gerontologist. 2016;56(6):e109–27.CrossRef Hill NL, Mogle J, Wion R, Munoz E, DePasquale N, Yevchak AM, et al. Subjective cognitive impairment and affective symptoms: a systematic review. The Gerontologist. 2016;56(6):e109–27.CrossRef
16.
go back to reference Anstey K, Christensen H. Education, activity, health, blood pressure and apolipoprotein E as predictors of cognitive change in old age: a review. Gerontology. 2000;46:163–77.CrossRef Anstey K, Christensen H. Education, activity, health, blood pressure and apolipoprotein E as predictors of cognitive change in old age: a review. Gerontology. 2000;46:163–77.CrossRef
17.
go back to reference Cooper C, Sommerlad A, Lyketsos CG, Livingston G. Modifiable predictors of dementia in mild cognitive impairment: a systematic review and meta-analysis. Am J Psychiatry. 2015;172(4):323–34.CrossRef Cooper C, Sommerlad A, Lyketsos CG, Livingston G. Modifiable predictors of dementia in mild cognitive impairment: a systematic review and meta-analysis. Am J Psychiatry. 2015;172(4):323–34.CrossRef
18.
go back to reference Verghese J, Lipton RB, Katz MJ, Hall CB, Derby CA, Kuslansky G, et al. Leisure activities and the risk of dementia in the elderly. N Engl J Med Boston. 2003;348(25):2508–16.CrossRef Verghese J, Lipton RB, Katz MJ, Hall CB, Derby CA, Kuslansky G, et al. Leisure activities and the risk of dementia in the elderly. N Engl J Med Boston. 2003;348(25):2508–16.CrossRef
19.
go back to reference Kaup AR, Byers AL, Falvey C, Simonsick EM, Satterfield S, Ayonayon HN, et al. Trajectories of depressive symptoms in older adults and risk of dementia. JAMA Psychiatry. 2016;73(5):525–31.CrossRef Kaup AR, Byers AL, Falvey C, Simonsick EM, Satterfield S, Ayonayon HN, et al. Trajectories of depressive symptoms in older adults and risk of dementia. JAMA Psychiatry. 2016;73(5):525–31.CrossRef
20.
go back to reference Lugtenburg A, Zuidersma M, Voshaar RC, Schoevers RA. Symptom dimensions of depression and 3-year incidence of dementia: results from the Amsterdam study of the elderly. J Geriatr Psychiatry Neurol. 2016;29:99–107.CrossRef Lugtenburg A, Zuidersma M, Voshaar RC, Schoevers RA. Symptom dimensions of depression and 3-year incidence of dementia: results from the Amsterdam study of the elderly. J Geriatr Psychiatry Neurol. 2016;29:99–107.CrossRef
21.
go back to reference Burmester B, Leathem J, Merrick P. Assessing subjective memory complaints: a comparison of spontaneous reports and structured questionnaire methods. Int Psychogeriatr. 2015;27:61–77.CrossRef Burmester B, Leathem J, Merrick P. Assessing subjective memory complaints: a comparison of spontaneous reports and structured questionnaire methods. Int Psychogeriatr. 2015;27:61–77.CrossRef
22.
go back to reference Stern C, Munn Z. Cognitive leisure activities and their role in preventing dementia: a systematic review. Int J Evid Based Heal. 2010;8:2–17.CrossRef Stern C, Munn Z. Cognitive leisure activities and their role in preventing dementia: a systematic review. Int J Evid Based Heal. 2010;8:2–17.CrossRef
23.
go back to reference Russ TC, Hamer M, Stamatakis E, Starr JM, Batty GD. Psychological distress as a risk factor for dementia death. Arch Intern Med. 2011;171:1858–9.CrossRef Russ TC, Hamer M, Stamatakis E, Starr JM, Batty GD. Psychological distress as a risk factor for dementia death. Arch Intern Med. 2011;171:1858–9.CrossRef
24.
go back to reference Merema MR, Speelman CP, Foster JK, Kaczmarek EA. Neuroticism (not depressive symptoms) predicts memory complaints in some community-dwelling older adults. Am J Geriatr Psychiatry. 2013 Aug;21:729–36.CrossRef Merema MR, Speelman CP, Foster JK, Kaczmarek EA. Neuroticism (not depressive symptoms) predicts memory complaints in some community-dwelling older adults. Am J Geriatr Psychiatry. 2013 Aug;21:729–36.CrossRef
25.
go back to reference Pearman A, Storandt M. Predictors of subjective memory in older adults. J Gerontol B Psychol Sci Soc Sci. 2004;59:P4–6.CrossRef Pearman A, Storandt M. Predictors of subjective memory in older adults. J Gerontol B Psychol Sci Soc Sci. 2004;59:P4–6.CrossRef
26.
go back to reference Arbabi M, Zhand N, Eybpoosh S, Yazdi N, Ansari S, Ramezani M. Correlates of memory complaints and personality, depression, and anxiety in a memory clinic. Acta Med Iran. 2015;53:270–5.PubMed Arbabi M, Zhand N, Eybpoosh S, Yazdi N, Ansari S, Ramezani M. Correlates of memory complaints and personality, depression, and anxiety in a memory clinic. Acta Med Iran. 2015;53:270–5.PubMed
27.
go back to reference Pearman A, Hertzog C, Gerstorf D. Little evidence for links between memory complaints and memory performance in very old age: longitudinal analyses from the Berlin aging study. Psychol Aging. 2014;29(4):828–42.CrossRef Pearman A, Hertzog C, Gerstorf D. Little evidence for links between memory complaints and memory performance in very old age: longitudinal analyses from the Berlin aging study. Psychol Aging. 2014;29(4):828–42.CrossRef
28.
go back to reference Comijs HC, Deeg DJ, Dik MG, Twisk JW, Jonker C. Memory complaints; the association with psycho-affective and health problems and the role of personality characteristics. A 6-year follow-up study. J Affect Disord. 2002;72:157–65.CrossRef Comijs HC, Deeg DJ, Dik MG, Twisk JW, Jonker C. Memory complaints; the association with psycho-affective and health problems and the role of personality characteristics. A 6-year follow-up study. J Affect Disord. 2002;72:157–65.CrossRef
29.
go back to reference Ramakers IH, Visser PJ, Bittermann AJ, Ponds RW, van Boxtel MP, Verhey FR. Characteristics of help-seeking behaviour in subjects with subjective memory complaints at a memory clinic: a case-control study. Int J Geriatr Psychiatry. 2009;24(2):190–6.CrossRef Ramakers IH, Visser PJ, Bittermann AJ, Ponds RW, van Boxtel MP, Verhey FR. Characteristics of help-seeking behaviour in subjects with subjective memory complaints at a memory clinic: a case-control study. Int J Geriatr Psychiatry. 2009;24(2):190–6.CrossRef
30.
go back to reference Cantegreil-Kallen I, Pin S. Fear of Alzheimer’s disease in the French population: impact of age and proximity to the disease. Int Psychogeriatr. 2012;24:108–16.CrossRef Cantegreil-Kallen I, Pin S. Fear of Alzheimer’s disease in the French population: impact of age and proximity to the disease. Int Psychogeriatr. 2012;24:108–16.CrossRef
31.
go back to reference Howell JC, Soyinka O, Parker M, Jarrett TL, Roberts DL, Dorbin CD, et al. Knowledge and attitudes in alzheimer’s disease in a cohort of older African Americans and Caucasians. Am J Alzheimers Demen. 2016;31(4):361–7.CrossRef Howell JC, Soyinka O, Parker M, Jarrett TL, Roberts DL, Dorbin CD, et al. Knowledge and attitudes in alzheimer’s disease in a cohort of older African Americans and Caucasians. Am J Alzheimers Demen. 2016;31(4):361–7.CrossRef
32.
go back to reference Cooper C, Tandy AR, Balamurali TB. Livingston G. a systematic review and meta-analysis of ethnic differences in use of dementia treatment, care, and research. Am J Geriatr Psychiatry. 2010;18(3):193–203.CrossRef Cooper C, Tandy AR, Balamurali TB. Livingston G. a systematic review and meta-analysis of ethnic differences in use of dementia treatment, care, and research. Am J Geriatr Psychiatry. 2010;18(3):193–203.CrossRef
33.
go back to reference Abdulrab K, Heun R. Subjective memory impairment. A review of its definitions indicates the need for a comprehensive set of standardised and validated criteria. Eur Psychiatry. 2008;23(5):321–30.CrossRef Abdulrab K, Heun R. Subjective memory impairment. A review of its definitions indicates the need for a comprehensive set of standardised and validated criteria. Eur Psychiatry. 2008;23(5):321–30.CrossRef
34.
go back to reference Rabin LA, Smart CM, Crane PK, Amariglio RE, Berman LM, Boada M, et al. Subjective cognitive decline in older adults: an overview of self-report measures used across 19 international research studies. J Alzheimers Dis. 2015;48(1):S63–86.CrossRef Rabin LA, Smart CM, Crane PK, Amariglio RE, Berman LM, Boada M, et al. Subjective cognitive decline in older adults: an overview of self-report measures used across 19 international research studies. J Alzheimers Dis. 2015;48(1):S63–86.CrossRef
35.
go back to reference Bauer DJ, Hussong AM. Psychometric approaches for developing commensurate measures across independent studies: traditional and new models. Psychol Methods. 2009;14(2):101–25.CrossRef Bauer DJ, Hussong AM. Psychometric approaches for developing commensurate measures across independent studies: traditional and new models. Psychol Methods. 2009;14(2):101–25.CrossRef
36.
go back to reference Hofer SM, Piccinin AM. Integrative data analysis through coordination of measurement and analysis protocol across independent longitudinal studies. Psychol Methods. 2009;14(2):150–64.CrossRef Hofer SM, Piccinin AM. Integrative data analysis through coordination of measurement and analysis protocol across independent longitudinal studies. Psychol Methods. 2009;14(2):150–64.CrossRef
37.
go back to reference Kessler E-M, Bowen C, Baer M, Froelich L, Wahl H-W. Dementia worry: a psychological examination of an unexplored phenomenon. Eur J Ageing. 2012;9(4):275–84.CrossRef Kessler E-M, Bowen C, Baer M, Froelich L, Wahl H-W. Dementia worry: a psychological examination of an unexplored phenomenon. Eur J Ageing. 2012;9(4):275–84.CrossRef
38.
go back to reference Mol MEM, Ruiter RAC, Verhey FRJ, Dijkstra J, Jolles J. A study into the psychosocial determinants of perceived forgetfulness: implications for future interventions. Aging Ment Health. 2008;12(8):167–76.CrossRef Mol MEM, Ruiter RAC, Verhey FRJ, Dijkstra J, Jolles J. A study into the psychosocial determinants of perceived forgetfulness: implications for future interventions. Aging Ment Health. 2008;12(8):167–76.CrossRef
39.
go back to reference Crane MK, Bogner HR, Brown GK, Gallo JJ. The link between depressive symptoms, negative cognitive bias and memory complaints in older adults. Aging Ment Health. 2007;11(6):708–15.CrossRef Crane MK, Bogner HR, Brown GK, Gallo JJ. The link between depressive symptoms, negative cognitive bias and memory complaints in older adults. Aging Ment Health. 2007;11(6):708–15.CrossRef
40.
go back to reference Pietrzak RH, Maruff P, Woodward M, Fredrickson J, Fredrickson A, Krystal JH, et al. Mild worry symptoms predict decline in learning and memory in healthy older adults: a 2-year prospective cohort study. Am J Geriatr Psychiatry. 2012;20(3):266–75.CrossRef Pietrzak RH, Maruff P, Woodward M, Fredrickson J, Fredrickson A, Krystal JH, et al. Mild worry symptoms predict decline in learning and memory in healthy older adults: a 2-year prospective cohort study. Am J Geriatr Psychiatry. 2012;20(3):266–75.CrossRef
41.
go back to reference Belleville S, Fouquet C, Duchesne S, Collins DL, Hudon C. Detecting early preclinical Alzheimer’s disease via cognition, neuropsychiatry, and neuroimaging: qualitative review and recommendations for testing. J Alzheimers Dis. 2014;42(Suppl 4):S375–82.CrossRef Belleville S, Fouquet C, Duchesne S, Collins DL, Hudon C. Detecting early preclinical Alzheimer’s disease via cognition, neuropsychiatry, and neuroimaging: qualitative review and recommendations for testing. J Alzheimers Dis. 2014;42(Suppl 4):S375–82.CrossRef
42.
go back to reference Lopez OL, Jagust WJ, Dulberg C, Becker JT, DeKosky ST, Fitzpatrick A, et al. Risk factors for mild cognitive impairment in the cardiovascular health study cognition study: part 2. Arch Neurol. 2003;60(10):1394–9.CrossRef Lopez OL, Jagust WJ, Dulberg C, Becker JT, DeKosky ST, Fitzpatrick A, et al. Risk factors for mild cognitive impairment in the cardiovascular health study cognition study: part 2. Arch Neurol. 2003;60(10):1394–9.CrossRef
43.
go back to reference Dolcos S, MacDonald SW, Braslavsky A, Camicioli R, Dixon RA. Mild cognitive impairment is associated with selected functional markers: integrating concurrent, longitudinal, and stability effects. Neuropsychology. 2012;26(2):209–23.CrossRef Dolcos S, MacDonald SW, Braslavsky A, Camicioli R, Dixon RA. Mild cognitive impairment is associated with selected functional markers: integrating concurrent, longitudinal, and stability effects. Neuropsychology. 2012;26(2):209–23.CrossRef
44.
go back to reference Gold DA. An examination of instrumental activities of daily living assessment in older adults and mild cognitive impairment. J Clin Exp Neuropsychol. 2012;34(1):11–34.CrossRef Gold DA. An examination of instrumental activities of daily living assessment in older adults and mild cognitive impairment. J Clin Exp Neuropsychol. 2012;34(1):11–34.CrossRef
45.
go back to reference Reppermund S, Brodaty H, Crawford JD, Kochan NA, Draper B, Slavin MJ, et al. Impairment in instrumental activities of daily living with high cognitive demand is an early marker of mild cognitive impairment: the Sydney memory and ageing study. Psychol Med. 2013;43(11):2437–45.CrossRef Reppermund S, Brodaty H, Crawford JD, Kochan NA, Draper B, Slavin MJ, et al. Impairment in instrumental activities of daily living with high cognitive demand is an early marker of mild cognitive impairment: the Sydney memory and ageing study. Psychol Med. 2013;43(11):2437–45.CrossRef
46.
go back to reference Sachdev PS, Lipnicki DM, Crawford J, Reppermund S, Kochan NA, Trollor JN, et al. Risk profiles of subtypes of mild cognitive impairment: the Sydney memory and ageing study. J Am Geriatr Soc. 2012;60(1):24–33.CrossRef Sachdev PS, Lipnicki DM, Crawford J, Reppermund S, Kochan NA, Trollor JN, et al. Risk profiles of subtypes of mild cognitive impairment: the Sydney memory and ageing study. J Am Geriatr Soc. 2012;60(1):24–33.CrossRef
47.
go back to reference Lahey BB. Public health significance of neuroticism. Am Psychol. 2009;64(4):241–56.CrossRef Lahey BB. Public health significance of neuroticism. Am Psychol. 2009;64(4):241–56.CrossRef
48.
go back to reference French SL, Floyd M, Wilkins S, Osato S. The fear of alzheimer’s disease scale: a new measure designed to assess anticipatory dementia in older adults. Int J Geriatr Psychiatry. 2012;27(5):521–8.CrossRef French SL, Floyd M, Wilkins S, Osato S. The fear of alzheimer’s disease scale: a new measure designed to assess anticipatory dementia in older adults. Int J Geriatr Psychiatry. 2012;27(5):521–8.CrossRef
49.
go back to reference Jessen F, Wiese B, Bachmann C, Eifflaender-Gorfer S, Haller F, Kölsch H, et al. Prediction of dementia by subjective memory impairment. Arch Gen Psychiatry. 2010;67(4):414–22.CrossRef Jessen F, Wiese B, Bachmann C, Eifflaender-Gorfer S, Haller F, Kölsch H, et al. Prediction of dementia by subjective memory impairment. Arch Gen Psychiatry. 2010;67(4):414–22.CrossRef
50.
go back to reference Abner EL, Kryscio RJ, Caban-Holt AM, Schmitt FA. Baseline subjective memory complaints associate with increased risk of incident dementia: the PREADVISE trial. J Prev Alzheimers Dis. 2015;2(1):11–6.PubMedPubMedCentral Abner EL, Kryscio RJ, Caban-Holt AM, Schmitt FA. Baseline subjective memory complaints associate with increased risk of incident dementia: the PREADVISE trial. J Prev Alzheimers Dis. 2015;2(1):11–6.PubMedPubMedCentral
51.
go back to reference Kraemer HC, Stice E, Kazdin A, Offord D, Kupfer D. How do risk factors work together? Mediators, moderators, and independent, overlapping, and proxy risk factors. Am J Psychiatry. 2001;158(6):848–56.CrossRef Kraemer HC, Stice E, Kazdin A, Offord D, Kupfer D. How do risk factors work together? Mediators, moderators, and independent, overlapping, and proxy risk factors. Am J Psychiatry. 2001;158(6):848–56.CrossRef
52.
go back to reference Katz MJ, Lipton RB, Hall CB, Zimmerman ME, Sanders AE, Verghese J, et al. Age-specific and sex-specific prevalence and incidence of mild cognitive impairment, dementia, and Alzheimer dementia in blacks and whites: a report from the Einstein aging study. Alzheimer Dis Assoc Disord. 2012;26(4):335–43.CrossRef Katz MJ, Lipton RB, Hall CB, Zimmerman ME, Sanders AE, Verghese J, et al. Age-specific and sex-specific prevalence and incidence of mild cognitive impairment, dementia, and Alzheimer dementia in blacks and whites: a report from the Einstein aging study. Alzheimer Dis Assoc Disord. 2012;26(4):335–43.CrossRef
53.
go back to reference Sonnega A, Faul JD, Ofstedal MB, Langa KM, Phillips JW, Weir DR. Cohort profile: the health and retirement study (HRS). Int J Epidemiol. 2014;43(2):576–85.CrossRef Sonnega A, Faul JD, Ofstedal MB, Langa KM, Phillips JW, Weir DR. Cohort profile: the health and retirement study (HRS). Int J Epidemiol. 2014;43(2):576–85.CrossRef
54.
go back to reference Barnes LL, Shah RC, Aggarwal NT, Bennett DA, Schneider JA. The minority aging research study: ongoing efforts to obtain brain donation in African Americans without dementia. Curr Alzheimer Res. 2012;9(6):734–45.CrossRef Barnes LL, Shah RC, Aggarwal NT, Bennett DA, Schneider JA. The minority aging research study: ongoing efforts to obtain brain donation in African Americans without dementia. Curr Alzheimer Res. 2012;9(6):734–45.CrossRef
55.
go back to reference Kasper J, Freedman V. National Health and Aging trends study (NHATS) user guide: rounds 1 - 7 beta release [internet]. Baltimore: Johns Hopkins University School of. Public Health. 2018; Available from: www.nhats.org. Kasper J, Freedman V. National Health and Aging trends study (NHATS) user guide: rounds 1 - 7 beta release [internet]. Baltimore: Johns Hopkins University School of. Public Health. 2018; Available from: www.​nhats.​org.
56.
go back to reference Fastame MC, Penna MP, Rossetti ES, Agus M. Perceived well-being and metacognitive efficiency in life course: a developmental perspective. Res Aging. 2013;35(6):736–49.CrossRef Fastame MC, Penna MP, Rossetti ES, Agus M. Perceived well-being and metacognitive efficiency in life course: a developmental perspective. Res Aging. 2013;35(6):736–49.CrossRef
57.
go back to reference Marshall GA, Zoller AS, Lorius N, Amariglio RE, Locascio JJ, Johnson KA, et al. Functional activities questionnaire items that best discriminate and predict progression from clinically normal to mild cognitive impairment. Curr Alzheimer Res. 2015;12(5):493–502.CrossRef Marshall GA, Zoller AS, Lorius N, Amariglio RE, Locascio JJ, Johnson KA, et al. Functional activities questionnaire items that best discriminate and predict progression from clinically normal to mild cognitive impairment. Curr Alzheimer Res. 2015;12(5):493–502.CrossRef
58.
go back to reference Bauer DJ, Preacher KJ, Gil KM. Conceptualizing and testing random indirect effects and moderated mediation in multilevel models: new procedures and recommendations. Psychol Methods. 2006;11(2):142–63.CrossRef Bauer DJ, Preacher KJ, Gil KM. Conceptualizing and testing random indirect effects and moderated mediation in multilevel models: new procedures and recommendations. Psychol Methods. 2006;11(2):142–63.CrossRef
59.
go back to reference Sliwinski MJ, Almeida DM, Smyth J, Stawski RS. Intraindividual change and variability in daily stress processes: findings from two measurement-burst diary studies. Psychol Aging. 2009;24(4):828–40.CrossRef Sliwinski MJ, Almeida DM, Smyth J, Stawski RS. Intraindividual change and variability in daily stress processes: findings from two measurement-burst diary studies. Psychol Aging. 2009;24(4):828–40.CrossRef
60.
go back to reference Selig JP, Preacher KJ. Mediation models for longitudinal data in developmental research. Res Hum Dev. 2009;6(2–3):144–64.CrossRef Selig JP, Preacher KJ. Mediation models for longitudinal data in developmental research. Res Hum Dev. 2009;6(2–3):144–64.CrossRef
61.
go back to reference Budson AE. Understanding memory dysfunction. Neurologist. 2009;15(2):71–9.CrossRef Budson AE. Understanding memory dysfunction. Neurologist. 2009;15(2):71–9.CrossRef
62.
go back to reference Kirova AM, Bays RB, Lagalwar S. Working memory and executive function decline across normal aging, mild cognitive impairment, and Alzheimer’s disease. Biomed Res Int. 2015;2015(9):748212.PubMedPubMedCentral Kirova AM, Bays RB, Lagalwar S. Working memory and executive function decline across normal aging, mild cognitive impairment, and Alzheimer’s disease. Biomed Res Int. 2015;2015(9):748212.PubMedPubMedCentral
63.
go back to reference Gold CA, Budson AE. Memory loss in Alzheimer’s disease: implications for development of therapeutics. Expert Rev Neurother. 2008;8:1879–91.CrossRef Gold CA, Budson AE. Memory loss in Alzheimer’s disease: implications for development of therapeutics. Expert Rev Neurother. 2008;8:1879–91.CrossRef
Metadata
Title
Alzheimer’s disease risk factors as mediators of subjective memory impairment and objective memory decline: protocol for a construct-level replication analysis
Authors
Nikki L. Hill
Jacqueline Mogle
Publication date
01-12-2018
Publisher
BioMed Central
Published in
BMC Geriatrics / Issue 1/2018
Electronic ISSN: 1471-2318
DOI
https://doi.org/10.1186/s12877-018-0954-5

Other articles of this Issue 1/2018

BMC Geriatrics 1/2018 Go to the issue