The relationship between activities of daily living and speech impediments based on evidence from statistical and machine learning analyses
The study employed various statistical methodologies to demonstrate a significant negative correlation between ADL and SI, a finding further corroborated by machine learning algorithms. Impairment in ADL increases the likelihood of SI occurrence, underscoring the importance of maintaining ADL in middle-aged and older populations to mitigate the risk of SI.
Authors
- Hong-Guo Li (ORCID: https://orcid.org/0000-0001-7575-936X)
- Jun Liu (ORCID: https://orcid.org/0000-0003-4584-8200)
- Lan Hu (ORCID: https://orcid.org/0000-0002-5769-3413)
- Dan Wu (ORCID: https://orcid.org/0000-0002-2570-8545)
- Y. J. Mao (ORCID: https://orcid.org/0000-0002-5627-5199)
Institutions
- Fourth Hospital of Changsha (CN)
Publication Details
- Journal
- Frontiers in Public Health
- Published
- 2025-02-06
- DOI
- https://doi.org/10.3389/fpubh.2025.1491527
- Primary Topic
- Emotion and Mood Recognition
- Type
- article
- Field-Weighted Citation Impact
- 0.00