Structural Relationships of Socioeconomic Factors Influencing Diet, Lifestyle Habits, Having a Dentist, and Health Factors That Impact Healthy Life Longevity for the Elderly.
Socioeconomic factors act as confounders in the association between preferred lifestyle choices (including diet and dental care) and Healthy Life Longevity, with direct effects of lifestyle habits being minimal but indirect effects operating through mental, physical, and social health and reduced disease incidence.
Key Findings
Results
The direct effects of lifestyle habits, including healthy diet and dental care, on Healthy Life Longevity were minimal.
Covariance structure analysis was used to explore structural relationships among variables
The study found that 'direct effects of lifestyle habits, including a healthy diet, dental care rather than physician care, and socioeconomic factors, were minimal in improving Healthy Life Longevity'
The finding contrasts with common assumptions that lifestyle choices directly drive healthy longevity outcomes
Results
A structural relationship was established in which socioeconomic status shapes the selection of desirable lifestyles, including diet and dental care, which in turn influence mental, physical, and social health and reduce disease incidence, ultimately enhancing Healthy Life Longevity.
The pathway runs from socioeconomic status → lifestyle/diet/dental care selection → mental, physical, and social health → reduced disease incidence → Healthy Life Longevity
Socioeconomic factors were identified as confounders in the association between preferred lifestyle choices, including diet, and Healthy Life Longevity
The model included dental care (having a dentist) as a distinct lifestyle factor separate from physician care
Results
The determination coefficient (R²) of the latent variable 'Healthy Life Longevity' in the covariance structure model was 83%.
The determination coefficient of 'Healthy Life Longevity' is 83%
This indicates that the structural model explained a large proportion of variance in the Healthy Life Longevity latent variable
Healthy Life Longevity was defined as a latent variable comprising number of survival days, subjective health, and long-term care needs
Methods
The study was a cohort study of elderly Tokyo residents initiated with a postal survey in September 2001 among 16,462 individuals, with 8,162 confirmed survivors followed over six years.
A postal survey using a self-administered questionnaire was conducted among 16,462 elderly residents of Tokyo in September 2001
8,162 individuals with confirmed survival after six years were examined in the cohort analysis
Need for long-term care was evaluated three years after the initial survey
Number of days survived was calculated from the third year after the initial survey
Methods
Healthy Life Longevity was operationalized as a latent variable defined by number of survival days combined with recommended subjective health status and long-term care needs.
Healthy Life Longevity is defined as 'the number of survival days, along with recommended subjective health and long-term care needs'
The construct was treated as a latent variable within the covariance structure analysis framework
Long-term care need data were collected three years post-baseline; survival days were calculated from the third year after the initial survey
Conclusions
The authors concluded that future randomized intervention studies should focus on socioeconomic status as a means to promote healthy longevity.
The paper states: 'Future randomized intervention studies focused on socioeconomic status should explore ways to promote healthy longevity'
The recommendation follows from the finding that socioeconomic status underlies lifestyle choices including diet and dental care selection
The conclusion implies that intervening on lifestyle alone, without addressing socioeconomic context, may be insufficient
Hoshi T. (2026). Structural Relationships of Socioeconomic Factors Influencing Diet, Lifestyle Habits, Having a Dentist, and Health Factors That Impact Healthy Life Longevity for the Elderly.. Nutrients. https://doi.org/10.3390/nu18030382