Smart-speaker technology and intellectual disabilities: agency and wellbeing
Open accessAbstract
PURPOSE: Mainstream intelligent personal assistants (IPAs, e.g., Amazon Echo and Google Home) offer an unprecedented opportunity to enhance agency and wellbeing among vulnerable groups across health and social care. However, unintended consequences and barriers to use are possible. MATERIALS AND METHODS: = 22). Semi-structured interviews on device use and daily life were conducted with individuals with ID. Observation surveys were also collected from support staff. Key themes were identified using thematic analysis. We also collected quantitative agency and wellbeing data. A separate group of 40 individuals who had already received IPAs were additionally assessed, as well as their support staff. RESULTS: Four themes were identified: (1) social value, (2) entertainment, (3) perceived agency, (4) challenges, perseverance, training/support needs. Opinions regarding IPAs were overwhelmingly positive. Most individuals qualitatively reported improved sense of agency and IPAs enabled many individuals to access features associated with wellbeing, but there was no significant change in the quantitative measure. Some individuals experienced challenges related to pronouncing and remembering IPA phrases; however, perseverance was common. CONCLUSIONS: This study increases our understanding of the ways smart speakers can be used to enhance life quality among individuals with ID, and the nature of barriers faced. In conclusion, IPAs are cost-effective complementary support for vulnerable populations, but additional training is required to realize all potential benefits.Implications for rehabilitationIndividuals with intellectual disability (ID) in supported living are able to use mainstream smart-speakers to access features associated with supporting wellbeing and social communication.They also reported that smart speakers made them feel better able to do things for themselves.A number of individuals with ID and their support staff identified a need for training and support to get the most out of smart speakers in future.
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Voice assistants hold the potential to significantly enhance older adults' quality of life and autonomy.
“even though they hold the potential to significantly enhance older adults' quality of life and autonomy [5, 56].”
From Situated Understanding of Errors in Older Adults' Interactions with Voice Assistants: A Month-Long, In-Home Study (2026) · cites this paper as [56]
The introduction (section 1; page unavailable) says voice assistants may improve quality of life and agency across health and social care. But the paper studies people with intellectual disabilities; its remarks about older adults concern positive attitudes toward smart technology and willingness to trade privacy for autonomy, not demonstrated improvements in their quality of life or autonomy. (LLM, conf=0.85)
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Cites
Using thematic analysis in psychology
Braun, V., & Clarke, V. (2006) · Qualitative Research in Psychology · doi:10.1191/1478088706qp063oa · Cited by 194,414 · see citing works
Ryan, R. M., & Deci, E. L. (2000) · American Psychologist · doi:10.1037//0003-066x.55.1.68 · Cited by 27,815 · see citing works
The Warwick-Edinburgh Mental Well-being Scale (WEMWBS): development and UK validation
Tennant, R., Hiller, L., Fishwick, R., Platt, S., Joseph, S., Weich, S., Parkinson, J., Secker, J., & Stewart-Brown, S. (2007) · Health and Quality of Life Outcomes · doi:10.1186/1477-7525-5-63 · Cited by 5,031 · see citing works
Prevalence of intellectual disability: a meta-analysis of population-based studies
Maulik, P. K., Mascarenhas, M. N., Mathers, C. D., Dua, T., & Saxena, S. (2011) · Research in Developmental Disabilities · doi:10.1016/j.ridd.2010.12.018 · Cited by 1,770 · see citing works
Peabody Picture Vocabulary Test
(2007) · Sage eBooks · doi:10.4135/9781412952644.n336 · Cited by 1,756 · see citing works
Wechsler Adult Intelligence Scale—Fourth Edition (WAIS-IV)
Lani, J. A., & Wechsler, D. (2010) · Cited by 1,686 · see citing works
Personality, life events, and subjective well-being: Toward a dynamic equilibrium model.
Headey, B., & Wearing, A. J. (1989) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.57.4.731 · Cited by 1,224 · see citing works
"Alexa is my new BFF": Social Roles, User Satisfaction, and Personification of the Amazon Echo
Purington, A., Taft, J. G., Sannon, S., Bazarova, N. N., & Taylor, S. H. (2017) · Proceedings of the 2017 CHI Conference Extended Abstracts on Human Factors in Computing Systems · doi:10.1145/3027063.3053246 · Cited by 476 · see citing works
Pradhan, A., Mehta, K., & Findlater, L. (2018) · Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems · doi:10.1145/3173574.3174033 · Cited by 448 · cited 2× · see citing works
“This aligns with reports of improved independence associated with smart speakers and smart technology among individuals with more general disabilities (Pradhan et al., 2018; Jamwal et al., 2020).”
BackgroundAgency, Values, and Well-Being: A Human Development Model
Welzel, C., & Inglehart, R. (2010) · Social Indicators Research · doi:10.1007/s11205-009-9557-z · Cited by 444 · see citing works
Assistive Technology Use and Stigma
Parette, P., & Scherer, M. (2004) · Education and Training in Developmental Disabilities · doi:10.1177/215416470403900304 · Cited by 272 · see citing works
Klassen, R. M. (2002) · Learning Disability Quarterly · doi:10.2307/1511276 · Cited by 188 · see citing works
Shogren, K. A., Lopez, S. J., Wehmeyer, M. L., Little, T. D., & Pressgrove, C. L. (2005) · The Journal of Positive Psychology · doi:10.1080/17439760500373174 · Cited by 179 · see citing works
Perelmutter, B., McGregor, K. K., & Gordon, K. R. (2017) · Computers & Education · doi:10.1016/j.compedu.2017.06.005 · Cited by 172 · see citing works
Boot, F. H., Owuor, J., Dinsmore, J. G., & MacLachlan, M. (2018) · Journal of Intellectual Disability Research · doi:10.1111/jir.12532 · Cited by 167 · see citing works
Privacy versus autonomy: A tradeoff model for smart home monitoring technologies
Townsend, D. I., Knoefel, F. D., & Goubran, R. A. (2011) · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · doi:10.1109/iembs.2011.6091176 · Cited by 153 · see citing works
The development of smart homes market in the UK
Balta‐Ozkan, N., Davidson, R., Bicket, M., & Whitmarsh, L. E. (2013) · Energy · doi:10.1016/j.energy.2013.08.004 · Cited by 141 · see citing works
Smith, G. C., Kohn, S. J., Savage‐Stevens, S. E., Finch, J. J., Ingate, R., & Lim, Y.-O. (2000) · The Gerontologist · doi:10.1093/geront/40.4.458 · Cited by 115 · see citing works
Smart home and communication technology for people with disability: a scoping review
Jamwal, R., Jarman, H. K., Roseingrave, E., Douglas, J. M., & Winkler, D. (2020) · Disability and Rehabilitation Assistive Technology · doi:10.1080/17483107.2020.1818138 · Cited by 104 · see citing works
Headey, B. (2006) · Social Indicators Research · doi:10.1007/s11205-005-5381-2 · Cited by 97 · see citing works
Day-To-Day Affect is Surprisingly Stable
Hudson, N. W., Lucas, R. E., & Donnellan, M. B. (2016) · Social Psychological and Personality Science · doi:10.1177/1948550616662129 · Cited by 65 · see citing works
Raghavendra, P., Hutchinson, C. L., Grace, E., Wood, D., & Newman, L. (2018) · Research in Developmental Disabilities · doi:10.1016/j.ridd.2018.02.012 · Cited by 58 · see citing works
Groarke, J. M., Groarke, A., Hogan, M., Costello, L., & Lynch, D. (2019) · Applied Psychology Health and Well-Being · doi:10.1111/aphw.12185 · Cited by 55 · see citing works
Coppens‐Hofman, M. C., Terband, H., Snik, A. F. M., & Maassen, B. (2016) · Folia Phoniatrica et Logopaedica · doi:10.1159/000450548 · Cited by 49 · see citing works
Ramsten, C., Martin, L. M., Dag, M., & Hammar, L. M. (2019) · Journal of Policy and Practice in Intellectual Disabilities · doi:10.1111/jppi.12278 · Cited by 49 · see citing works
Zapf, S. A., Scherer, M. J., Baxter, M. F., & Rintala, D. H. (2016) · PubMed · doi:10.3109/17483107.2015.1104559 · Cited by 35 · see citing works
Myburg, M., Allan, E., Nalder, E. J., Schuurs, S. B., & Amsters, D. I. (2015) · Disability and Rehabilitation Assistive Technology · doi:10.3109/17483107.2015.1099748 · Cited by 30 · see citing works
How people with cognitive disabilities experience electronic planning devices
Adolfsson, P., Lindstedt, H., & Janeslätt, G. K. (2015) · Neurorehabilitation · doi:10.3233/nre-151268 · Cited by 24 · see citing works
Currency and Competence of Occupational Therapists and Consumers with Rapidly Changing Technology
Steel, E., Buchanan, R., Layton, N. A., & Wilson, E. (2017) · Occupational Therapy International · doi:10.1155/2017/5612843 · Cited by 23 · see citing works
Kerkhof, Y. J. F., Kohl, G., Veijer, M., Mangiaracina, F., Bergsma, A., Graff, M. J. L., & Dröes, R. (2020) · Disability and Rehabilitation Assistive Technology · doi:10.1080/17483107.2020.1765420 · Cited by 19 · see citing works
Wallace, T., & Morris, J. (2018) · Springer eBooks · doi:10.1007/978-3-319-75028-6_10 · Cited by 12 · see citing works
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Arnold, A., Kolody, S., Comeau, A., & Miguel Cruz, A. (2024) · Disability and Rehabilitation: Assistive Technology · doi:10.1080/17483107.2022.2065369 · Cited by 59 · see citing works
The Impact of Voice Assistant Home Devices on People with Disabilities: A Longitudinal Study
Vieira, A. D., Leite, H., & Volochtchuk, A. V. L. (2021) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2022.121961 · Cited by 60 · see citing works
Seven HCI Grand Challenges Revisited: Five-Year Progress
Stephanidis, C., Salvendy, G., Antona, M., Duffy, V. G., Gao, Q., Karwowski, W., Konomi, S., Nah, F. F., Ntoa, S., Rau, P. P., et al. (2025) · International Journal of Human-Computer Interaction · doi:10.1080/10447318.2025.2450411 · Cited by 54 · see citing works
Smart Speaker Devices Can Improve Speech Intelligibility in Adults with Intellectual Disability
Smith, E., Sumner, P., Hedge, C., & Powell, G. (2021) · International Journal of Language & Communication Disorders · doi:10.1111/1460-6984.12615 · Cited by 44 · see citing works
Self-citationBenefits and challenges of conversational agents in older adults
Opfermann, C., Hammann, T., Heyl, V., Rietz, C., Wahl, H., Zentel, P., & Schlomann, A. (2022) · Zeitschrift für Gerontologie und Geriatrie · doi:10.1007/s00391-022-02085-9 · Cited by 46 · see citing works
Schlomann, A., Wahl, H.-W., Zentel, P., Heyl, V., Knapp, L., Opfermann, C., Krämer, T., & Rietz, C. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.684012 · Cited by 36 · see citing works
Ding, D., Morris, L., Messina, K., & Fairman, A. D. (2021) · Disability and Rehabilitation Assistive Technology · doi:10.1080/17483107.2021.1998673 · Cited by 36 · see citing works
Schlomann, A., Opfermann, C., & Hammann, T. (2022) · Frontiers in Computer Science · doi:10.3389/fcomp.2021.803740 · Cited by 35 · see citing works
Voice Assistants for Health Self-Management: Designing for and with Older Adults
Mahmood, A., Cao, S., Stiber, M., Antony, V. N., & Huang, C. (2025) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3706598.3713839 · Cited by 35 · see citing works
Proactive behavior in voice assistants: A systematic review and conceptual model
Bérubé, C., Nißen, M., Vinay, R., Geiger, A., Budig, T., Bhandari, A., Benito, C. R. P., Ibarcena, N., Pistolese, O., Li, P., et al. (2024) · Computers in Human Behavior Reports · doi:10.1016/j.chbr.2024.100411 · Cited by 31 · see citing works
Rasouli, O., Kvam, L., Husby, V. S., Røstad, M., & Witsø, A. E. (2021) · Disability and Rehabilitation Assistive Technology · doi:10.1080/17483107.2021.1963856 · Cited by 24 · see citing works
Esquivel, P., Gill, K., Goldberg, M. R., Sundaram, S. A., Morris, L., & Ding, D. (2024) · Human Behavior and Emerging Technologies · doi:10.1155/2024/6494944 · Cited by 22 · see citing works
van Wingerden, E., Vacaru, S. V., Holstege, L., & Sterkenburg, P. S. (2023) · Journal of Intellectual Disability Research · doi:10.1111/jir.13064 · Cited by 16 · see citing works
From Command to Care: A Scoping Review on Utilization of Smart Speakers by Patients and Providers
Saripalle, R. K., & Patel, R. S. (2024) · Mayo Clinic Proceedings Digital Health · doi:10.1016/j.mcpdig.2024.03.002 · Cited by 14 · see citing works
Voice assistant technology applied to populations with developmental and physical disabilities
Volochtchuk, A. V. L., Leite, H., & Vieira, A. D. (2023) · Behaviour and Information Technology · doi:10.1080/0144929x.2023.2243343 · Cited by 12 · see citing works
Mathew, R., Tigwell, G. W., & Peiris, R. L. (2024) · Lecture notes in computer science · doi:10.1007/978-3-031-60881-0_21 · Cited by 10 · see citing works
Helping Persons with Cognitive Disabilities using Voice-Activated Personal Assistants
Lewis, L. M., & Vellino, A. (2021) · International Conference on ICT & Accessibility (ICTA) · doi:10.1109/icta54582.2021.9809777 · Cited by 9 · see citing works
Griffin, C. E., & Powell, G. (2025) · Behaviour and Information Technology · doi:10.1080/0144929x.2025.2492701 · Cited by 10 · see citing works
Self-citationBraun, M. C., Menschik, C., Wahl, V., Etges, T., Löwe, L.-D., Wölfel, M., Kiuppis, F., Kunze, C., & Renner, G. (2025) · Disability and Rehabilitation · doi:10.1080/09638288.2025.2471567 · Cited by 9 · see citing works
Toward Smart Communication Components: Recent Advances in Human and AI Speaker Interaction
Kim, H., Hwang, S., Kim, J., & Lee, Z. (2022) · Electronics · doi:10.3390/electronics11101533 · Cited by 7 · see citing works
Good mental health in people with intellectual disabilities: a systematic review
Komenda-Schned, S., Landskron, S. J., Moritz, P., Brunevskaya, N., Santambrogio, J., Salvador‐Carulla, L., Lueger‐Schuster, B., & Zeilinger, E. L. (2024) · Health Psychology Review · doi:10.1080/17437199.2024.2398021 · Cited by 8 · see citing works
Bramanti, A., Corallo, A., Clemente, G., Greco, L., Garofano, M., Giordano, M., Pascarelli, C., Mitrano, G., Palo, M. P. D., Spirito, F. D., et al. (2025) · Healthcare · doi:10.3390/healthcare13050517 · Cited by 6 · see citing works
Makin, L., Smith, E., Hedge, C., Sumner, P., & Powell, G. (2025) · Disability and Rehabilitation Assistive Technology · doi:10.1080/17483107.2025.2491636 · Cited by 6 · see citing works
Self-citationLuengo-Polo, J., Caballero, D. C., Jiménez, B. R., & Juárez, L. M. (2025) · BMC Nursing · doi:10.1186/s12912-025-03964-3 · Cited by 4 · see citing works
Greuter, S., Watson, J., & Balandin, S. (2022) · International Journal of Gaming and Computer-Mediated Simulations · doi:10.4018/ijgcms.303107 · Cited by 5 · see citing works
Smart Speakers and Functional Diversity: A Scoping Review
Tavares, R., Sousa, H., & Ribeiro, J. E. M. (2022) · Lecture notes in networks and systems · doi:10.1007/978-3-031-04680-3_4 · Cited by 5 · see citing works
Alhasan, N. A., Lombardi, M., & Al-Ajmi, N. S. (2025) · Cureus · doi:10.7759/cureus.79494 · Cited by 4 · see citing works
O uso de smart speakers na incapacidade: Uma scoping review
Tavares, R., Sousa, H., & Ribeiro, J. E. M. (2021) · New Trends in Qualitative Research · doi:10.36367/ntqr.8.2021.392-403 · Cited by 4 · see citing works
Smith, E., Sumner, P., & Powell, G. (2024) · British Journal of Learning Disabilities · doi:10.1111/bld.12629 · Cited by 5 · see citing works
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Esquivel, P., Gill, K., Chung, C.-S., Ding, D., & Faieta, J. M. (2024) · Disability and Rehabilitation Assistive Technology · doi:10.1080/17483107.2024.2387801 · Cited by 3 · see citing works
Mahmood, A., Wang, J., & Huang, C.-M. (2026) · ACM Transactions on Accessible Computing · doi:10.1145/3796236 · Cited by 6 · see citing works
“One primary approach is the combination of semi-structured interviews [34, 60, 61] and daily diary entries [61], enabling researchers to gather subjective user perceptions of their experiences with VAs.”
Tavares, R., Inácio, A., Sousa, H., & Ribeiro, J. E. M. (2024) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph21060778 · Cited by 2 · see citing works
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Moore, R., & Wiese, J. (2025) · International ACM SIGACCESS Conference on Computers and Accessibility · doi:10.1145/3663547.3746328 · Cited by 3 · see citing works
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Nadeeshani, M., Johnstone, J., Ellis, K., & Ananthanarayan, S. (2026) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3772318.3790573 · Cited by 1 · see citing works
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Lawrason, S., Manley, Z., Lomness, A. R., & Hole, R. (2023) · International Journal of Developmental Disabilities · doi:10.1080/20473869.2023.2280862 · Cited by 1 · see citing works
Busch, M., Ibs, R., & Siegert, I. (2024) · Lecture notes in computer science · doi:10.1007/978-3-031-60875-9_3 · Cited by 1 · see citing works
Norwood, M. F., Pretty, D., Marsh, C., Shirota, C., Gillet, C., Zeeman, H., & Kendall, E. (2024) · Springer eBooks · doi:10.1007/978-3-031-64699-7_15 · Cited by 1 · see citing works
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Doğangün, A., & Ölçer, S. (2025) · Communications in computer and information science · doi:10.1007/978-3-031-94150-4_25 · Cited by 1 · see citing works
KOCAÖZ, O. E., YALÇIN, G., & GÜNLÜ, Y. (2023) · Nevşehir Hacı Bektaş Veli Üniversitesi SBE Dergisi · doi:10.30783/nevsosbilen.1269829
Rydeman, B., Eklöf, L., Egard, H., & Hedvall, P. (2025) · Disability and Rehabilitation Assistive Technology · doi:10.1080/17483107.2024.2448148
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Howorth, S. K., Carreon, A., McMahon, D. D., & Jimenez, B. (2025) · Springer international handbooks of education · doi:10.1007/978-3-031-57286-9_15-1
Shamim, U., Woodcock, A., Nair, A., & Spinelli, G. (2025) · Disability and Rehabilitation Assistive Technology · doi:10.1080/17483107.2025.2530195
Dinora, P., Stone, E. M., Kidney, C., Caldwell, J., Brown-Ennis, R., & Bershadsky, J. (2025) · Inclusion · doi:10.1352/2326-6988-13.3.175
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Moon, K., Kim, J.-B., Park, S., & Lee, H.-J. (2025) · Assistive Technology · doi:10.1080/10400435.2025.2573676
Nadeeshani, M., Johnstone, J., Ellis, K., & Ananthanarayan, S. (2026) · International Journal of Human-Computer Interaction · doi:10.1080/10447318.2026.2634975
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Verdonck, M., Craven, D., Kean, B., Fowler, J., Merollini, K. M. D., Dermody, G., & Ripat, J. D. (2026) · Disability and Rehabilitation Assistive Technology · doi:10.1080/17483107.2026.2699839
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Self-citationByra, S., Chimicz, D., & Seale, J. (2026) · Technology and Disability · doi:10.1177/10554181261465242
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- Authors
- Smith, E., Sumner, P., Hedge, C., & Powell, G.
- Affiliations
- Cardiff University (GB)
- Corresponding author
- Smith, Elizabeth
- Venue
- Disability and Rehabilitation: Assistive Technology
- Publisher
- Informa UK Limited
- Published
- 2020-12-30
- Volume
- 18
- Issue
- 4
- Pages
- 432-442
- ISSN
- 1748-3107 (ISSN-L)
- 1748-3115
- OpenAlex
- W3113892470
- Cited by
- 53
- References
- 31
- Citations by year
- 2026: 9 · 2025: 16 · 2024: 11 · 2023: 4 · 2022: 6 · 2021: 7
- FWCI
- 7.49
- Type
- journal article
- Language
- en
- Open access
- green
- orca.cardiff.ac.uk
- Locations
- Disability and Rehabilitation Assistive Technology (publishedVersion)
- PubMed (publishedVersion)
- ORCA Online Research @Cardiff (Cardiff University) (acceptedVersion)
- Funders
- Health and Care Research Wales Fellowship (SCF-18-1524)
- Topics
- Health Sciences › Health Professions › Occupational Therapy › Assistive Technology in Communication and Mobility
- Social Sciences › Demography › Technology Use by Older Adults
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Down syndrome and intellectual disability research
- Keywords
- smart speakers, virtual assistants, intellectual disability, agency, well-being, supported living, assistive technology, social communication, support staff training, technology adoption barriers, Amazon Echo, Google Home
- MeSH terms
- Communication, Humans, Intellectual Disability, Quality of Life
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