Research output: Contribution to journal › Article › peer-review
Factor-analysis results for the relationship of sociodemographic and clinical and functional indicators with the probability of detection of age-related diseases in the population of northwestern Russia. / Kuprianova, V.A.; Zakharchuk, A.G.; Zherebtsov, S.V.; Spivak, I.M.; Spivak, D.L.
In: Advances in Gerontology (Uspekhi Gerontologii), Vol. 4, No. 2, 2014, p. 128-133.Research output: Contribution to journal › Article › peer-review
}
TY - JOUR
T1 - Factor-analysis results for the relationship of sociodemographic and clinical and functional indicators with the probability of detection of age-related diseases in the population of northwestern Russia
AU - Kuprianova, V.A.
AU - Zakharchuk, A.G.
AU - Zherebtsov, S.V.
AU - Spivak, I.M.
AU - Spivak, D.L.
PY - 2014
Y1 - 2014
N2 - On the basis of factor analysis using the PCA (principal component analysis) technique an attempt was made to identify the determinants of pathology development in old and elderly patients with an estimate of their influence on the population of northwest Russia. Medical data records of 712 patients aged from 59 to 98 of both genders were analyzed. It was established that factor 1 is associated with marital status, living conditions, family relationships, bad habits, appearance, diet, hearing and visual impairment, and intestinal dysrhythmia, ability to move, and sleep disorders. Factor 2 accounted for aging-related diseases, such as cerebral stroke, myocardial infarction, cardiac arrhythmia, diabetes, kidney disease, obesity, thyroid disease, Parkinson's disease, lung diseases, anemia, arthrosis, osteoporosis, the number of surgeries, and joint diseases. Factor 3 was found to be associated with self-care ability before and after hospitalization with the MMSE estimate of the mental state of patients after hos
AB - On the basis of factor analysis using the PCA (principal component analysis) technique an attempt was made to identify the determinants of pathology development in old and elderly patients with an estimate of their influence on the population of northwest Russia. Medical data records of 712 patients aged from 59 to 98 of both genders were analyzed. It was established that factor 1 is associated with marital status, living conditions, family relationships, bad habits, appearance, diet, hearing and visual impairment, and intestinal dysrhythmia, ability to move, and sleep disorders. Factor 2 accounted for aging-related diseases, such as cerebral stroke, myocardial infarction, cardiac arrhythmia, diabetes, kidney disease, obesity, thyroid disease, Parkinson's disease, lung diseases, anemia, arthrosis, osteoporosis, the number of surgeries, and joint diseases. Factor 3 was found to be associated with self-care ability before and after hospitalization with the MMSE estimate of the mental state of patients after hos
U2 - 10.1134/S2079057014020106
DO - 10.1134/S2079057014020106
M3 - Article
VL - 4
SP - 128
EP - 133
JO - Advances in Gerontology
JF - Advances in Gerontology
SN - 2079-0570
IS - 2
ER -
ID: 5751521