TY - JOUR
T1 - Adverse Social Determinants of Health and Urinary Incontinence Among Older Adult Women in Home Health Care
AU - Scharp, Danielle
AU - Hobensack, Mollie
AU - Song, Jiyoun
AU - Intrator, Orna
AU - Mohamed, Nihal
AU - Zhang, Wei
AU - Topaz, Maxim
N1 - Publisher Copyright:
© 2025 Post-Acute and Long-Term Care Medical Association
PY - 2025/11
Y1 - 2025/11
N2 - Objective: To leverage secondary data extracted using a natural language processing algorithm to examine relationships between adverse social determinants of health and urinary incontinence (UI) among older adult women in home health care. Design: Cross-sectional study. Setting and Participants: We analyzed home health care episode data from 2015 to 2017 for women ≥65 years old with UI identified based on federally mandated assessments. Methods: Adverse social determinants of health were identified a priori (food insecurity; low education/literacy; problems with the social environment, physical environment, economic circumstances, and health care access) and extracted from clinical notes using natural language processing. We used multivariable logistic regression models to estimate the relationship of adverse social determinants of health with UI. Results: In total, 51,422 home health care episodes reflecting 38,311 patients (mean age 82 years) were included. Episodes with documentation about each adverse social determinant of health had significantly higher odds of UI compared with those without such documentation, notably problems with physical environment [adjusted odds ratio (aOR) 1.38, 95% CI 1.31–1.45], problems with economic circumstances (aOR 1.37, 95% CI 1.28–1.47), and food insecurity (aOR 1.22, 95% CI 1.10–1.35). Conclusions and Implications: Adverse social determinants of health, including problems with the physical and social environment, economic circumstances, health care access, low education/literacy, and food insecurity, were each associated with increased odds of UI. These factors may be key targets for interventions aimed at reducing disparities and improving UI and related outcomes for older adult women.
AB - Objective: To leverage secondary data extracted using a natural language processing algorithm to examine relationships between adverse social determinants of health and urinary incontinence (UI) among older adult women in home health care. Design: Cross-sectional study. Setting and Participants: We analyzed home health care episode data from 2015 to 2017 for women ≥65 years old with UI identified based on federally mandated assessments. Methods: Adverse social determinants of health were identified a priori (food insecurity; low education/literacy; problems with the social environment, physical environment, economic circumstances, and health care access) and extracted from clinical notes using natural language processing. We used multivariable logistic regression models to estimate the relationship of adverse social determinants of health with UI. Results: In total, 51,422 home health care episodes reflecting 38,311 patients (mean age 82 years) were included. Episodes with documentation about each adverse social determinant of health had significantly higher odds of UI compared with those without such documentation, notably problems with physical environment [adjusted odds ratio (aOR) 1.38, 95% CI 1.31–1.45], problems with economic circumstances (aOR 1.37, 95% CI 1.28–1.47), and food insecurity (aOR 1.22, 95% CI 1.10–1.35). Conclusions and Implications: Adverse social determinants of health, including problems with the physical and social environment, economic circumstances, health care access, low education/literacy, and food insecurity, were each associated with increased odds of UI. These factors may be key targets for interventions aimed at reducing disparities and improving UI and related outcomes for older adult women.
KW - Home health care
KW - natural language processing
KW - older adults
KW - social determinants of health
KW - urinary incontinence
UR - https://www.scopus.com/pages/publications/105016797683
U2 - 10.1016/j.jamda.2025.105819
DO - 10.1016/j.jamda.2025.105819
M3 - Article
C2 - 40947102
AN - SCOPUS:105016797683
SN - 1525-8610
VL - 26
JO - Journal of the American Medical Directors Association
JF - Journal of the American Medical Directors Association
IS - 11
M1 - 105819
ER -