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A predictive nomogram among hypertension old population from the community: A cross-sectional study
Mengxia Chen1, Yibo Wu2, Qiyu Li3
1Education and Scientific Research Department of Clinical Nursing, The First Affiliated Hospital of Naval Medical University, Shanghai, Changhai Hospital, China.
This study developed a nomogram to predict frailty in older adults with hypertension. The model accurately identified key risk factors, aiding in frailty management for this vulnerable population.
Area of Science:
- Gerontology
- Cardiology
- Public Health
Background:
- Frailty is a significant concern for aging adults, particularly those with hypertension.
- Limited research exists on predicting frailty in hypertensive older populations.
Purpose of the Study:
- To develop and validate a nomogram for predicting frailty in elderly individuals with hypertension.
- To identify prevalence and determinants of frailty in this demographic.
Main Methods:
- Utilized data from the PBICR-2022 study, including 1135 hypertensive participants over 60.
- Assessed frailty using the FRAIL scale and employed logistic regression for model development.
- Included sociodemographic, physiological, psychological, and family health factors.
Main Results:
- Prevalence of social frailty was 30.91%.
- Key predictors identified: hypertension severity, falls history, illness perception, depression, and family health.
- The nomogram demonstrated high accuracy (AUC=0.984).
Conclusions:
- The developed prediction model effectively estimates frailty prevalence and identifies associated factors in older hypertensive adults.
- The model shows strong performance and potential for guiding frailty management strategies.
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