A cross-country analysis of episodic memory and (potentially) modifiable risk factors of dementia
Knapp, D.; Kapteyn, A.; Giambrone, A.; Ozawa, T.
Show abstract
The widely cited Lancet Commission concluded that 40% of dementia cases may be preventable through interventions targeting what they refer to as modifiable risk factors. These risk factors have been widely studied individually, but rarely investigated collectively and across many countries. If these factors are "true" (i.e., impactful) modifiable risk factors, then their independent relationship should be robust across countries and comorbidities. We analyze the cross-country consistency of relationships between these modifiable risk factors and episodic memory, a common predictor of cognition and dementia. Using internationally comparable aging studies in 31 countries including the United States, England and Europe, we estimate regressions of combined immediate and delayed word recall with modifiable risk factors and demographic characteristics. Cross-country differences in culture, policies, economy, and other collective experiences lead to significant variation in lifecycle outcomes, including cognitive decline and modifiable risk factors. Our approach does not conclusively affirm a causal relationship but can identify relationships that are weak or nonexistent. We find a limited number of robust relations: education, depression, and hearing loss show clear, consistent associations with our cognition measure. The evidence for other factors, including obesity, smoking, diabetes, and hypertension is weaker and becomes almost non-existent when correcting for multiple hypotheses testing. The inconsistent relationships across countries between episodic memory and obesity, smoking, diabetes, and hypertension suggest the lack of a causal mechanism leading to cognitive decline - a necessary condition for these risk factors to be modifiable and effective targets for policy interventions aimed at controlling dementia prevalence and cost.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Loneliness and Cognitive Decline Among U.S. Adults: A Stratified Analysis of the BRFSS 95%
- Self-reported health behaviors and longitudinal cognitive performance: Results from the Wisconsin Registry for Alzheimer’s Prevention 93%
- Social isolation is linked to classical risk factors of Alzheimer's disease-related dementias 93%
Similar papers in this journal
- Optimising activity and diet compositions for dementia prevention: Protocol for the ACTIVate prospective longitudinal cohort study 92%
- Blood pressure and cognitive function across the eighth decade: a prospective study of the Lothian Birth Cohort of 1936 92%
- Health literacy, cognitive ability and self-reported diabetes in the English Longitudinal Study of Ageing 92%
Similar papers in this journal
- Cognitive impairment at older ages among 8000 men and women living in Mexico City: cross-sectional analyses of a prospective study 93%
- Prevalence and early-life determinants of mid-life multimorbidity: evidence from the 1970 British birth cohort 91%
- Variation in real world dementia risk profiles in 6171 adults drawn from the Australian CogDrisk website according to demographic characteristics 91%
Similar papers in this journal
- Associations of Healthy Lifestyle and Socioeconomic Status with Cognitive Function in U.S. Older Adults 94%
- Cardiorespiratory fitness and cardiometabolic health are associated with distinct cognitive domains in cognitively healthy older adults. 93%
- The impact of the COVID-19 pandemic on wellbeing and cognitive functioning of older adults 92%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.