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      User perspectives on emotionally aligned social robots for older adults and persons living with dementia

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          Abstract

          Introduction

          Socially assistive robots are devices designed to aid users through social interaction and companionship. Social robotics promise to support cognitive health and aging in place for older adults with and without dementia, as well as their care partners. However, while new and more advanced social robots are entering the commercial market, there are still major barriers to their adoption, including a lack of emotional alignment between users and their robots. Affect Control Theory (ACT) is a framework that allows for the computational modeling of emotional alignment between two partners.

          Methods

          We conducted a Canadian online survey capturing attitudes, emotions, and perspectives surrounding pet-like robots among older adults ( n = 171), care partners ( n = 28), and persons living with dementia ( n = 7).

          Results

          We demonstrate the potential of ACT to model the emotional relationship between older adult users and three exemplar robots. We also capture a rich description of participants’ robot attitudes through the lens of the Technology Acceptance Model, as well as the most important ethical concerns around social robot use.

          Conclusions

          Findings from this work will support the development of emotionally aligned, user-centered robots for older adults, care partners, and people living with dementia.

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          Most cited references48

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          Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology

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            The positive and negative affect schedule (PANAS): construct validity, measurement properties and normative data in a large non-clinical sample.

            To evaluate the reliability and validity of the PANAS (Watson, Clark, & Tellegen, 1988b) and provide normative data. Cross-sectional and correlational. The PANAS was administered to a non-clinical sample, broadly representative of the general adult UK population (N = 1,003). Competing models of the latent structure of the PANAS were evaluated using confirmatory factor analysis. Regression and correlational analysis were used to determine the influence of demographic variables on PANAS scores as well as the relationship between the PANAS with measures of depression and anxiety (the HADS and the DASS). The best-fitting model (robust comparative fit index = .94) of the latent structure of the PANAS consisted of two correlated factors corresponding to the PA and NA scales, and permitted correlated error between items drawn from the same mood subcategories (Zevon & Tellegen, 1982). Demographic variables had only very modest influences on PANAS scores and the PANAS exhibited measurement invariance across demographic subgroups. The reliability of the PANAS was high, and the pattern of relationships between the PANAS and the DASS and HADS were consistent with tripartite theory. The PANAS is a reliable and valid measure of the constructs it was intended to assess, although the hypothesis of complete independence between PA and NA must be rejected. The utility of this measure is enhanced by the provision of large-scale normative data. Copyright 2004 The British Psychological Society
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              Development and validation of brief measures of positive and negative affect: the PANAS scales.

              In recent studies of the structure of affect, positive and negative affect have consistently emerged as two dominant and relatively independent dimensions. A number of mood scales have been created to measure these factors; however, many existing measures are inadequate, showing low reliability or poor convergent or discriminant validity. To fill the need for reliable and valid Positive Affect and Negative Affect scales that are also brief and easy to administer, we developed two 10-item mood scales that comprise the Positive and Negative Affect Schedule (PANAS). The scales are shown to be highly internally consistent, largely uncorrelated, and stable at appropriate levels over a 2-month time period. Normative data and factorial and external evidence of convergent and discriminant validity for the scales are also presented.
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                Author and article information

                Journal
                J Rehabil Assist Technol Eng
                J Rehabil Assist Technol Eng
                spjrt
                JRT
                Journal of Rehabilitation and Assistive Technologies Engineering
                SAGE Publications (Sage UK: London, England )
                2055-6683
                22 June 2022
                Jan-Dec 2022
                : 9
                : 20556683221108364
                Affiliations
                [1 ]Department of Medicine, Division of Neurology, Ringgold 12358, universityThe University of British Columbia; , Vancouver, BC, Canada
                [2 ]Ringgold 512469, universityBritish Columbia Children’s & Women’s Hospital; , Vancouver, BC, Canada
                [3 ]David R. Cheriton School of Computer Science, Ringgold 8430, universityUniversity of Waterloo; , Waterloo, ON, Canada
                [4 ]Department of Electrical Engineering and Computer Engineering, universityUniversité de Sherbrooke; , Sherbrooke, QC, Canada
                [5 ]Department of Computer Science, Ringgold 7315, universityThe University of Sheffield; , Sheffield, UK
                Author notes
                [*]Julie M Robillard, Department of Medicine, Division of Neurology, The University of British Columbia, 4480 Oak Street, Room B402 Shaughnessy, Vancouver, BC V6H 3N1, Canada. Email: jrobilla@ 123456mail.ubc.ca
                Author information
                https://orcid.org/0000-0003-1570-9496
                Article
                10.1177_20556683221108364
                10.1177/20556683221108364
                9248047
                35782883
                b56cd2a1-94b4-452f-b014-9dff61ef5348
                © The Author(s) 2022

                This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License ( https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages ( https://us.sagepub.com/en-us/nam/open-access-at-sage).

                History
                : 18 November 2021
                : 24 May 2022
                Funding
                Funded by: Government of Canada’s New Frontiers in Research Fund;
                Funded by: AGE-WELL, FundRef https://doi.org/10.13039/100011047;
                Award ID: AWCAT-2019-135
                Funded by: Canadian Consortium on Neurodegeneration in Aging, Ethical, Legal and Social Implications (ELSI) Cross-cutting Program;
                Categories
                Special Collection: Robots to Support Caregiving and Promote Independent Living of Older Adults
                Custom metadata
                ts10
                January-December 2022

                social robotics,pet-like robots,dementia,care partners,older adults,affect control theory,emotional alignment

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