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Psychophysiological Models to Identify and Monitor Elderly with a Cardiovascular Condition: The Added Value of
Victor Kallen1,2, Jan Willem Marck1,3, Jacqueline Stam1,2
1The Netherlands Organization for applied Sciences (TNO), Anna van Buerenplein 1, 2595 DA The Hague, The Netherlands.
Insights
Psychosocial factors like depression significantly improve cardiovascular health assessments in older adults. Combining these with physiological data offers more accurate and efficient health supervision for the elderly.
Area of Science:
- Gerontology
- Cardiology
- Psychology
Background:
- The aging population requires advanced health monitoring solutions.
- Cardiovascular health is influenced by both physiological and psychosocial factors.
Purpose of the Study:
- To assess the role of psychosocial factors in distinguishing elderly individuals with and without cardiovascular conditions.
- To evaluate if psychosocial data enhances the accuracy of cardiovascular health assessments.
Main Methods:
- Compared 15 elderly patients with cardiovascular diagnoses to 15 healthy peers.
- Conducted six bi-weekly lab assessments including autonomic tests, a 6-minute step test, and psychological questionnaires.
- Utilized statistical models to analyze physiological and psychosocial data.
Main Results:
- Psychosocial factors, particularly depressive symptoms, effectively predicted cardiovascular markers.
- A prognostic model including depressive symptoms, negative life events, and social isolation showed high accuracy.
- This combined model slightly outperformed a physiological-only model in identifying cardiovascular conditions.
Conclusions:
- Integrating psychosocial parameters into cardiovascular assessments for the elderly can enhance efficiency and feasibility in ambulant settings.
- This approach maintains or improves prognostic accuracy without compromising patient comfort or technological requirements.
Abstract:
The steadily growing elderly population calls for efficient, reliable and preferably ambulant health supervision. Since cardiovascular risk factors interact with psychosocial strain (e.g., depression), we investigated the potential contribution of psychosocial factors in discriminating generally healthy elderly from those with a cardiovascular condition, on and above routinely applied physiological assessments. Fifteen elderly (aged 60 to 88) with a cardiovascular diagnosis were compared to fifteen age and gender matched healthy peers. Six sequential standardized lab assessments were conducted (one every two weeks), including an autonomic test battery, a 6-min step test and questionnaires covering perceived psychological state and experiences over the previous two weeks. Specific combinations of physiological and psychological factors (most prominently symptoms of depression) effectively predicted (clinical) cardiovascular markers. Additionally, a highly significant prognostic model was found, including depressive symptoms, recently experienced negative events and social isolation. It appeared slightly superior in identifying elderly with or without a cardiovascular condition compared to a model that only included physiological parameters. Adding psychosocial parameters to cardiovascular assessments in elderly may consequently provide protocols that are significantly more efficient, relatively comfortable and technologically feasible in ambulant settings, without necessarily compromising prognostic accuracy.
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