New Approach to Objectively Measure Social Engagement in Older Adults With Hearing Loss

The audio sensor employs deep-learning-based multimodal speech pattern modeling of participants' own voice activities to extract speech arousal and speech activities. Speech activity measures include the intersession time (the interval between speech sessions, representing the frequency of conversation engagement).

The audio sensor employs deep-learning-based multimodal speech pattern modeling of participants' own voice activities to extract speech arousal and speech activities. Speech arousal measures include the percentage of strong arousals, serving as a proxy of enhanced engagement in conversations.

EEG Event Related Potentials (ERPs) are measures of cortical activities in response to auditory stimuli and provide information about cognitive processing, memory, and attention. Participants will complete auditory oddball tasks during EEG measurements and ERPs including P1, N1, P2, MMN, P3 will be recorded.

Montreal Cognitive Assessment (MoCA) The MoCA is a brief cognitive screening tool assessing multiple domains including memory, attention, executive function, language, visuospatial skills, and orientation. The standard MoCA total score ranges from 0 to 30, with higher scores indicating better cognitive function (better outcomes).

The UCLA Loneliness Scale is a 20-item self-report measure assessing subjective feelings of loneliness and social isolation. Total scores range from 20 to 80, with higher scores indicating greater loneliness and worse outcomes. Minimum score: 20; maximum score: 80. Higher scores represent worse outcomes.

The Lubben Social Network Scale (LSNS-6) is a 6-item self-report measure assessing social engagement and perceived social support from family and friends. Total scores range from 0 to 30, with higher scores indicating larger and more supportive social networks (better outcomes). Minimum score: 0; maximum score: 30. Higher scores represent better outcomes.

The Duke Social Support Index (DSSI-11) is an 11-item self-report measure assessing social support across social interaction and subjective support domains. Total scores range from 10 to 30, with higher scores indicating greater perceived social support (better outcomes). Minimum score: 10; maximum score: 30. Higher scores represent better outcomes.

The HHIE-S is a 10-item self-report questionnaire assessing the emotional and social/situational effects of hearing loss in older adults. Total scores range from 0 to 40, with higher scores indicating greater perceived hearing handicap and worse hearing-related quality of life. Minimum score: 0; maximum score: 40. Higher scores represent worse outcomes.

The GAD-7 is a 7-item self-report questionnaire assessing the severity of generalized anxiety symptoms over the past two weeks. Total scores range from 0 to 21, with higher scores indicating greater anxiety severity and worse outcomes. Minimum score: 0; maximum score: 21. Higher scores represent worse outcomes.

The CES-D is a 20-item self-report questionnaire assessing depressive symptoms in the general population over the past week. Total scores range from 0 to 60, with higher scores indicating greater depressive symptom severity and worse outcomes. Minimum score: 0; maximum score: 60. Higher scores represent worse outcomes.

The SF-12 is a 12-item self-report measure assessing overall health-related quality of life across physical and mental domains. Scores are typically summarized into Physical Component Summary (PCS) and Mental Component Summary (MCS) scores. When reported as a combined or transformed total score ranging from 0 to 200, higher scores indicate better health-related quality of life (better outcomes). Minimum score: 0; maximum score: 200. Higher scores represent better outcomes.

The SAHL is an 18-item word recognition and comprehension test assessing health literacy. Total scores range from 0 to 18, with higher scores indicating better health literacy (better outcomes). Minimum score: 0; maximum score: 18. Higher scores represent better outcomes.