ArticlePloS one2022
Large household reduces dementia mortality: A cross-sectional data analysis of 183 populations.
Article in PloS one, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.
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Who cites it
20 citing papers in PubMed, 31 citations in OpenAlex.
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- Medical progress, relaxed natural selection, and adolescent obesity: implications for global health.Future science OA · 2026Article
- Risk Factors Measured Around Age 60 as Predictors of Dementia Around Age 80 in the U.S.AJE advances : research in epidemiology · 2026Article
- Healthcare Development, Relaxed Natural Selection, and COVID-19 Infection Rates: An Evolutionary Population-Level Analysis.Health science reports · 2026Article
- Family size and cardiovascular disease incidence: a population-level association study.Future science OA · 2025Article
- Lower birth rate, greater female dementia risk: global and regional patterns and public health implications.Future science OA · 2025Article
- The Interplay of Quality of Life and Psychological Distress Among Egyptian Migrants in Australia: A Cross-Sectional Study.Healthcare (Basel, Switzerland) · 2025Article
- Age at First Childbirth and Dementia Risk: A Cross-Sectional Ecological Analysis of Female Prevalence, Sex Disparities, and Public Health Implications.Health science reports · 2025Article
- Exploring the Comparative Impact of Red and White Meat on Cardiovascular Diseases: A Global Cross-Sectional Ecological Study.Health science reports · 2025Article
- Global patterns linking total meat supply to dementia incidence: A population-based ecological study.AIMS neuroscience · 2025Article
- The Protective Role of Ambient Ultraviolet Radiation Against Dementia: An Ecological Analysis of Global Data.Health science reports · 2025Article
- Social isolation and mental well-being among Korean older adults: a focus on living arrangements.Frontiers in public health · 2024Article
- Smaller household size and higher prevalence of serious psychological distress in younger people and never-married people: a nationwide cross-sectional survey in Japan.Frontiers in public health · 2024Article
- The Role of Oxytocin in Alzheimer's Disease and Its Relationship with Social Interaction.Cells · 2023Review
- Total meat (flesh) supply may be a significant risk factor for cardiovascular diseases worldwide.Food science & nutrition · 2023Article
- Article
- Greater nurse density correlates to higher level of population ageing globally, but is more prominent in developed countries.PloS one · 2023Article
- Healthcare services relaxing natural selection may contribute to increase of dementia incidence.Scientific reports · 2022Article
- Birth Rate as a Determinant of Dementia Incidence: A Comprehensive Global Analysis.American journal of Alzheimer's disease and other dementiasArticle
Corrections and comments
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Authors and funding
2 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundLarge households/families may create more happiness and offer more comprehensive healthcare among the members. We correlated household size to dementia mortality rate at population level for analysing its protecting role against dementia mortality.
methodsThis is a retrospective cross-sectional study. Dementia specific mortality rates of the 183 member states of World Health Organization were calculated and matched with the respective country data on household size, Gross Domestic Product (GDP), urban population and ageing. Scatter plots were produced to explore and visualize the correlations between household size and dementia mortality rates. Pearson's and nonparametric correlations were used to evaluate the strength and direction of the associations between household size and all other variables. Partial correlation of Pearson's approach was used to identify that household size protects against dementia regardless of the competing effects from ageing, GDP and urbanization. Multiple regression was used to identify significant predictors of dementia mortality.
resultsHousehold size was in a negative and moderately strong correlation (r = -0.6034, p < 0.001) with dementia mortality. This relationship was confirmed in both Pearson r (r = - 0.524, p<0.001) and nonparametric (rho = -0.579, p < 0.001) analyses. When we controlled for the contribution of ageing, socio-economic status and urban lifestyle in partial correlation analysis, large household was still in inverse and significant correlation to dementia mortality (r = -0.331, p <0.001). This suggested that, statistically, large household protect against dementia mortality regardless of the contributing effects of ageing, socio-economic status and urban lifestyle. Stepwise multiple regression analysis selected large household as the variable having the greatest contribution to dementia mortality with R2 = 0.263 while ageing was placed second increasing R2 to 0.259. GDP and urbanization were removed as having no statistically significant influence on dementia mortality.
conclusionsWhile acknowledging ageing, urban lifestyle and greater GDP associated with dementia mortality, this study suggested that, at population level, household size was another risk factor for dementia mortality. As part of dementia prevention, healthcare practitioners should encourage people to increase their positive interactions with persons from their neighbourhood or other fields where large household/family size is hard to achieve.
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