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Clustering women's health behaviors
Lea Hagoel1, Liora Ore, Efrat Neter
1Department of Community Medicine and Epidemiology, Carmel Medical Center and the Faculty of Medicine, Technion, Haifa, Israel. mdlea@tx.technion.ac.il
Summary
This study identified three distinct health lifestyle groups among Israeli women aged 50-74: health-promoting, inactive, and ambivalent. These lifestyle patterns offer insights for targeted health interventions.
Area of Science:
- Gerontology
- Public Health
- Behavioral Science
Background:
- Understanding health lifestyles is crucial for targeted public health interventions.
- Previous research has explored health behaviors, but subgrouping based on lifestyle patterns requires further characterization.
Purpose of the Study:
- To characterize health lifestyles by subgrouping women based on similar behavior patterns.
- To identify distinct health behavior clusters within a specific demographic group.
Main Methods:
- A cluster analysis was performed on health behaviors collected from 1,075 Israeli women aged 50-74.
- Demographic, perceptual, and behavioral variables were used to validate the identified clusters.
- Mammography screening behavior was used as an external validation measure.
Main Results:
- Three distinct health lifestyle clusters emerged: 'health promoting' (44.1%), 'inactive' (40.3%), and 'ambivalent' (15.4%).
- The cluster solution was validated through cross-tabulation with demographic and perceptual variables.
- The model successfully predicted mammography screening behavior.
Conclusions:
- The identified clusters represent meaningful subgroups of health lifestyles among middle-aged and older women.
- The concept of lifestyle is appropriate for summarizing diverse behavioral, perceptual, and structural variables.
- Findings suggest tailored intervention strategies for each identified lifestyle group.