Correlation analysis reveals key risk factors for cardiovascular diseases in women aged 36-45, indicating varying influences across age groups.
Purpose. To establish correlation relationships between physiological, biomechanical, psychological parameters and the risk of developing cardiovascular diseases in women of the second period of mature age in order to determine the factors that most influence the general health of women. Material & Methods. The study involved two groups of women: the 36-40 year old group – 36 people, the 41-45 year old group – 43 people. A correlation analysis was conducted using the Spearman method, which made it possible to identify statistically significant relationships between morphofunctional, physiological, psychological and biomechanical indicators. Results. Comparison of correlation matrices in groups of women aged 36-40 and 41-45 showed that in the younger group the risk of cardiovascular diseases was significantly determined by arterial pressure and glucose levels. In the older group these correlations are absent, and the connections between pulse pressure and the quality of recovery after physical exercise have increased. In the older group, stronger relationships appear between the level of physical health and the adaptive potential of blood circulation. The Pirogova test in this age category demonstrated a closer relationship with heart rate and blood pressure, which confirms its significance for cardiovascular diseases. At the same time, in the younger groups, the relationships between posture and cardiovascular indicators were significant, which disappeared in the older groups, which may indicate a decrease in the influence of these factors with age. Conclusions. A correlation study found that the main correlates of cardiovascular disease risk in women aged 36-40 were excess body weight, high blood pressure, decreased adaptive capacity of the cardiovascular system, high anxiety levels, and postural disorders. In women aged 41-45, these were indicators of vascular reactivity, adaptation to physical activity, psychoemotional state, and somatic characteristics. A correlation study found that the main correlates of cardiovascular disease risk in women aged 36-40 were excess body weight, high blood pressure, decreased adaptive capacity of the cardiovascular system, high anxiety levels, and postural disorders. In women aged 41-45, the main correlates were vascular reactivity, adaptation to physical activity, psychoemotional state, and somatic characteristics.
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Kashuba et al. (2025) studied this question.
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