Measuring engagement among older adults using a multidimensional approach to communication

Author:

Radnan Madeleine Jessica,Li Weicong,Stevens Catherine J.,Hill Clair,Jones Caroline

Abstract

Characterizing older adult engagement is important to determine the effectiveness of interventions. Engagement refers to the occupying of oneself in external stimuli and is observable across multiple dimensions of behavior. Engagement of older adults is commonly investigated using a single behavioral dimension. There is a dearth of analytical methods that can simultaneously quantify both verbal and non-verbal forms of communication as proxies for engagement. In this article, we present a multidimensional technique to measure engagement of older adults using techniques appropriate for people with varying degrees of dementia. The new analytical approach measures facial movement, lexical use, and prosodic patterns of speech as indices of affective and behavioral outcomes of engagement. Contexts for engagement included a dyadic reminiscence therapy interview and a 12-week technology-driven group reminiscence therapy. Illustrative examples of the technique are described by two participants from two different groups in a naturalistic setting. Application of these analytical techniques can enhance measurement precision and further develop the science and evidence base, especially for, but not confined to, non-pharmacological interventions.

Publisher

Frontiers Media SA

Subject

General Psychology

Reference32 articles.

1. OpenFace 2.0: facial behavior analysis toolkit. 13th IEEE International Conference on Automatic Face & Gesture Recognition;Baltrušaitis,2018

2. The psycholinguistic and affective structure of words conveying pain;Borelli;PLoS One,2018

3. Analysis of emotionally salient aspects of fundamental frequency for emotion detection;Busso;IEEE Trans. Audio Speech Lang. Process.,2009

4. Engagement in persons with dementia: the concept and its measurement;Cohen-Mansfield;Am. J. Geriatr. Psychiatry,2009

5. Group engagement in persons with dementia: the concept and its measurement;Cohen-Mansfield;Psychiatry Res.,2017

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