Cited by 22Dementia and Cognitive Impairment ResearchHealth disparities and outcomesChild Abuse and Trauma

Childhood socio-economic circumstances and dementia: prospective register-based cohort study of adulthood socio-economic and cardiovascular health mediators

Open access
Korhonen, Kaarina, Leinonen, Taina, Tarkiainen, Lasse, Einiö, Elina, Martikainen, Pekka·2023·International Journal of Epidemiology

Abstract

Background: This study analysed the association between childhood socio-economic circumstances and the risk of dementia, and investigated the mediating role of potentially modifiable risk factors including adulthood socio-economic position and cardiovascular health. Methods: We used a 10% sample of the 1950 Finnish population census linked with subsequent population and health registers (n = 95 381). Information of socio-economic characteristics, family structure and housing conditions at the age of 0–15 years was obtained from the 1950 census. We identified cohort members who developed dementia in 2000–2018 using national hospital, medication and death registers. Discrete time survival analysis using logistic regression and mediation analysis applying the Karlson–Holm–Breen (KHB) method were employed. Results: An excess risk of dementia was observed for household crowding [odds ratio (OR) = 1.10; 95% CI 1.02–1.18 for 3 to <4 persons per heated room; OR = 1.19; 95% CI 1.11–1.27 for ≥4 persons], single-father family (OR = 1.27; 95% CI 1.07–1.51) and eastern and northern region of residence (OR = 1.19; 95% CI 1.10–1.28). The effects of single-father family and region of residence were mostly direct with adulthood characteristics mediating 14% and 29% of the total effect, respectively. The largest indirect effect was observed for household crowding mediated through adulthood socio-economic position (47–65%). Conclusions: The study shows that childhood socio-economic circumstances are associated with dementia, and that the underlying mechanisms only partly relate to adulthood socio-economic position and cardiovascular health. Socio-economic and health interventions targeted at families with children may carry long-term benefits by contributing to a lower dementia risk in later life.

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1093/ije/dyac205

Cites

7 of 7 references verified0 citation errors · 0 not checkable

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • Cardiovascular health and smoking partially mediate the relationship between socioeconomic deprivation and dementia.

    “Since cardiovascular health and smoking partially mediate the relationship between socioeconomic deprivation and dementia,(285-288)”

    From Dementia prevention, intervention, and care: 2024 report of the Lancet standing Commission (2024) · cites this paper as [286]

    The Conclusions state that the association between childhood socio-economic circumstances and later-life dementia is partly attributable to adulthood cardiovascular health. But the Methods (Adulthood mediators) list the cardiovascular measures without smoking, and the paper does not establish smoking as a mediator. The claim also leaves out the study’s childhood-specific scope. (LLM, conf=0.88)

    Experimental — accuracy not yet measured

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Cites

1 retracted

Flagged first, then by citations

Research works printed but not linked: 38

  1. [1]Galobardes B, Smith GD, Lynch JW. Systematic review of the influence of childhood socioeconomic circumstances on risk for cardiovascular disease in adulthood. Ann Epidemiol 2006; 16: 91– 104. 16257232
  2. [2]Hayward MD, Gorman BK. The long arm of childhood: the influence of early-life social conditions on men’s mortality. Demography 2004; 41: 87– 107. 15074126
  3. [5]Stefanidis KB, Askew CD, Greaves K, Summers MJ. The effect of non-stroke cardiovascular disease states on risk for cognitive decline and dementia: a systematic and meta-analytic review. Neuropsychol Rev 2018; 28: 1– 15. 28856507
  4. [6]Faul JD, Ware EB, Kabeto MU, Fisher J, Langa KM. The effect of childhood socioeconomic position and social mobility on cognitive function and change among older adults: a comparison between the United States and England. J Gerontol B Psychol Sci Soc Sci 2021; 76: S51– 63. 34101811 PMC8186857
  5. [7]Kaplan GA, Turrell G, Lynch JW, Everson SA, Helkala E-L, Salonen JT. Childhood socioeconomic position and cognitive function in adulthood. Int J Epidemiol 2001; 30: 256– 63. 11369724
  6. [8]Everson-Rose SA, Mendes de Leon CF, Bienias JL, Wilson RS, Evans DA. Early life conditions and cognitive functioning in later life. Am J Epidemiol 2003; 158: 1083– 89. 14630604
  7. [9]Maurice SR, Hébert A, Turcotte V, Potvin O, Hudon C, Duchesne S. Childhood socioeconomic status does not predict late-life cognitive decline in the 1936 Lothian Birth Cohort. Front Psychol 2021; 12: 679044. 34248779 PMC8265392
  8. [10]Seifan A, Schelke M, Obeng-Aduasare Y, Isaacson R. Early life epidemiology of Alzheimer’s disease: a critical review. Neuroepidemiology 2015; 45: 237– 54. 26501691 PMC4679687
  9. [12]Moceri VM, Kukull WA, Emanual I et al Using census data and birth certificates to reconstruct the early-life socioeconomic environment and the relation to the development of Alzheimer’s disease. Epidemiology 2001; 12: 383– 89. 11416775
  10. [13]Rogers MA, Plassman BL, Kabeto M et al Parental education and late-life dementia in the United States. J Geriatr Psychiatry Neurol 2009; 22: 71– 80. 19073840 PMC2670459
  11. [14]Sesker AA, O’Súilleabháin PS, Lee JH et al Pathways from early life SES to dementia risk in old age: the role of personality. J Gerontol Ser B 2022; 77: 850– 59. PMC9071480 34460907
  12. [15]Tom SE, Phadke M, Hubbard RA, Crane PK, Stern Y, Larson EB. Association of demographic and early-life socioeconomic factors by birth cohort with dementia incidence among US adults born between 1893 and 1949. JAMA Netw Open 2020; 3: e2011094. 32716513 PMC8794045
  13. [16]Borenstein AR, Wu Y, Mortimer JA et al Developmental and vascular risk factors for Alzheimer’s disease. Neurobiol Aging 2005; 26: 325– 34. 15639310
  14. [17]Moceri VM, Kukull WA, Emanuel I, Van Belle G, Larson EB. Early-life risk factors and the development of Alzheimer’s disease. Neurology 2000; 54: 415– 20. 10668705
  15. [18]Donley GA, Lönnroos E, Tuomainen T-P, Kauhanen J. Association of childhood stress with late-life dementia and Alzheimer’s disease: the KIHD study. Eur J Public Health 2018; 28: 1069– 73. 30020441
  16. [19]Radford K, Delbaere K, Draper B et al Childhood stress and adversity is associated with late-life dementia in Aboriginal Australians. Am J Geriatr Psychiatry 2017; 25: 1097– 106. 28689644
  17. [20]Norton MC, Smith KR, Østbye T et al; Cache County Investigators. Early parental death and remarriage of widowed parents as risk factors for Alzheimer disease: the Cache County study. Am J Geriatr Psychiatry 2011; 19: 814– 24. 21873837 PMC3164808
  18. [21]Wilson RS, Scherr PA, Hoganson G, Bienias JL, Evans DA, Bennett DA. Early life socioeconomic status and late life risk of Alzheimer’s disease. Neuroepidemiology 2005; 25: 8– 14. 15855799
  19. [22]Norton MC, Fauth E, Clark CJ et al Family member deaths across adulthood predict Alzheimer’s disease risk: the Cache County Study. Int J Geriatr Psychiatry 2016; 31: 256– 63. 26133120 PMC4950508
  20. [23]Jivraj S, Goodman A, Ploubidis GB, de Oliveira C. Testing comparability between retrospective life history data and prospective birth cohort study data. J Gerontol B Psychol Sci Soc Sci 2020; 75: 207– 17. 28444303 PMC6909437
  21. [24]Tomalski P, Johnson MH. The effects of early adversity on the adult and developing brain. Curr Opin Psychiatry 2010; 23: 233– 38. 20308900
  22. [25]Stern Y. What is cognitive reserve? Theory and research application of the reserve concept. J Int Neuropsychol Soc 2002; 8: 448– 60. 11939702
  23. [26]Del Ser T, Hachinski V, Merskey H, Munoz DG. An autopsy-verified study of the effect of education on degenerative dementia. Brain 1999; 122: 2309– 19. 10581224
  24. [27]Cations M, Withall A, Low L-F, Draper B. What is the role of modifiable environmental and lifestyle risk factors in young onset dementia? Eur J Epidemiol 2016; 31: 107– 24. 26620808
  25. [31]Notkola V, Martelin T, Koskinen S. Socioeconomic position in childhood and adult cardiovascular mortality in 1971-98 in Finland-register-based follow-up study of a large sample from the 1950 census. Finn Yearbook Popul Res 2002; 38: 13– 23.
  26. [32]Elo IT, Martikainen P, Myrskylä M. Socioeconomic status across the life course and all-cause and cause-specific mortality in Finland. Soc Sci Med 2014; 119: 198– 206. 24369809 PMC4037396
  27. [33]OECD, European Union, UNESCO Institute for Statistics. ISCED 2011. Operational Manual: Guidelines for Classifying National Education Programmes and Related Qualifications. Paris: OECD Publishing, 2015. 10.1787/9789264228368-en (19 July 2022, date last accessed). · DOI
  28. [34]International Labour Office. International Conference of Labour Statisticians. The Seventh International Conference of Labour Statisticians: Geneva, 26 September to 8 October 1949. Geneva: ILO, 1951.
  29. [38]Karlson KB, Holm A, Breen R. Comparing regression coefficients between same-sample nested models using logit and probit: a new method. Sociol Methodol 2012; 42: 286– 313.
  30. [40]Borenstein AR, Copenhaver CI, Mortimer JA. Early-life risk factors for Alzheimer disease. Alzheimer Dis Assoc Disord 2006; 20: 63– 72. 16493239
  31. [41]Downey DB. Number of siblings and intellectual development: the resource dilution explanation. Am Psychol 2001; 56: 497– 504. 11413873
  32. [42]Huang TL, Carlson MC, Fitzpatrick AL, Kuller LH, Fried LP, Zandi PP. Knee height and arm span: a reflection of early life environment and risk of dementia. Neurology 2008; 70: 1818– 26. 18458216
  33. [43]Kim JM, Stewart R, Shin IS, Yoon JS. Limb length and dementia in an older Korean population. J Neurol Neurosurg Psychiatry 2003; 74: 427– 32. 12640055 PMC1738375
  34. [44]Sulkava R, Heliövaara M, Palo J, Wikström J, Aromaa A, Regional differences in the prevalence of Alzheimer’s disease. In Soininen H (ed). Proceedings of the International Symposium on Alzheimer’s Disease, June 12–15, 1988, Kuopio, Finland: World Federation of Neurology Research Group on Dementia, 1. Kuopio: University of Kuopio, 1988, p. 8.
  35. [46]Galobardes B, Lynch JW, Davey Smith G. Childhood socioeconomic circumstances and cause-specific mortality in adulthood: systematic review and interpretation. Epidemiol Rev 2004; 26: 7– 21. 15234944
  36. [47]Martikainen P, Elo I, Tarkiainen L, Mikkonen J, Myrskylä M, Moustgaard H. The changing contribution of childhood social characteristics to mortality: a comparison of Finnish cohorts born in 1936–50 and 1961–75. Int J Epidemiol 2020; 49: 896– 907. 32248241 PMC7394958
  37. [48]Riedel-Heller SG, Busse A, Angermeyer MC. Are cognitively impaired individuals adequately represented in community surveys? Recruitment challenges and strategies to facilitate participation in community surveys of older adults: a review. Eur J Epidemiol 2000; 16: 827– 35. 11297225
  38. [49]Solomon A, Ngandu T, Soininen H, Hallikainen MM, Kivipelto M, Laatikainen T. Validity of dementia and Alzheimer’s disease diagnoses in Finnish national registers. Alzheimers Dement 2014; 10: 303– 09. 23849592

Cited by

Sorted by citations

Authors
Korhonen, K., Leinonen, T., Tarkiainen, L., Einiö, E., & Martikainen, P.
Affiliations
  • University of Helsinki (FI)
  • Finnish Institute of Occupational Health (FI)
Corresponding author
Korhonen, Kaarina
Venue
International Journal of Epidemiology
Published
2022-11-07
Volume
52
Issue
2
Pages
523-535
ISSN
  • 0300-5771 (ISSN-L)
  • 1464-3685
OpenAlex
W4308549500
Cited by
22
References
7
Citations by year
2026: 1 · 2025: 17 · 2024: 2 · 2023: 2
FWCI
3.42
Type
journal article
Language
en
Open access
Locations
  • International Journal of Epidemiology (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • Työväentutkimus Vuosikirja (submittedVersion)
Funders
  • Finnish Cultural Foundation
  • Academy of Finland (#308247, #345219)
  • European Research Council
  • European Union’s Horizon 2020 (#101019329)
Topics
  • Health Sciences › Medicine › Psychiatry and Mental health › Dementia and Cognitive Impairment Research
  • Social Sciences › Health › Health disparities and outcomes
  • Social Sciences › Psychology › Clinical Psychology › Child Abuse and Trauma
Keywords
dementia risk, household crowding, single-father families, family structure, housing conditions, cardiovascular health, mediation analysis, regional residence
MeSH terms
Adolescent, Child, Child, Preschool, Crowding, Dementia, Family Characteristics, Humans, Infant, Infant, Newborn, Risk Factors, Socioeconomic Factors, Cohort Studies

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review