PUBLICATIONS Data science and LTC research
PUBLICATIONS | Data science and LTC research
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11 Aug 2025
Journal article
United Kingdom
United Kingdom (England)
English
Evaluating gender bias in large language models in long-term care
Rickman, S. Evaluating gender bias in large language models in long-term care. BMC Med Inform Decis Mak 25, 274 (2025). https://doi.org/10.1186/s12911-025-03118-0
Journal article
15 Jul 2025
Journal article
Canada
Canada (Ontario)
English
Multimodal Detection of Agitation in People With Dementia in Clinical Settings: Observational Pilot Study
Badawi, A., Elmoghazy, S., Choudhury, S., Elgazzar, S., Elgazzar, K., & Burhan, A. M. (2025). Multimodal Detection of Agitation in People With Dementia in Clinical Settings: Observational Pilot Study. JMIR aging, 8(1), e68156. https://aging.jmir.org/2025/1/e68156
Journal article
02 Apr 2025
Journal article
United Kingdom
United Kingdom (England)
English
Understanding patterns of loneliness in older long-term care users using natural language processing with free text case notes
Rickman, S., Fernandez, J. L., & Malley, J. (2025). Understanding patterns of loneliness in older long-term care users using natural language processing with free text case notes. PLoS One, 20(4), e0319745. https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0319745
Journal article
08 Feb 2025
Journal article
United Kingdom
United Kingdom (England)
English
Loneliness as a risk factor for time to care home entry for older adults receiving community care
Rickman, S., Fernandez, J. L., & Malley, J. (2025). Loneliness as a risk factor for time to care home entry for older adults receiving community care. Innovation in Aging, igaf010. https://academic.oup.com/innovateage/advance-article/doi/10.1093/geroni/igaf010/8005829
Journal article
05 Jun 2024
Journal article
United States
English
Careless whisper: Speech-to-text hallucination harms
Koenecke, A., Choi, A. S. G., Mei, K. X., Schellmann, H., & Sloane, M. (2024, June). Careless whisper: Speech-to-text hallucination harms. In Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency (pp. 1672-1681). https://dl.acm.org/doi/10.1145/3630106.3658996
Journal article
27 Feb 2024
Journal article
English
Adapted large language models can outperform medical experts in clinical text summarization
Van Veen, D., Van Uden, C., Blankemeier, L., Delbrouck, J.B., Aali, A., Bluethgen, C., Pareek, A., Polacin, M., Reis, E.P., Seehofnerová, A. and Rohatgi, N., 2024. Adapted large language models can outperform medical experts in clinical text summarization. Nature Medicine, pp.1-9. https://www.nature.com/articles/s41591-024-02855-5
Journal article
01 Feb 2024
Journal article
English
The ChatGPT effect: Nursing education and generative artificial intelligence
Topaz, Maxim, Laura-Maria Peltonen, Martin Michalowski, Gregor Stiglic, Charlene Ronquillo, Lisiane Pruinelli, Jiyoun Song, Siobhan O’Connor, Shoko Miyagawa, and Hiroki Fukahori. “The ChatGPT effect: Nursing education and generative artificial intelligence.” Journal of Nursing Education (2024): 1-4. https://journals.healio.com/doi/abs/10.3928/01484834-20240126-01
Journal article
21 Dec 2023
Journal article
United States
English
Identifying new ADRD diagnoses in home health care patients using natural language processing of nurses’notes
Barrón, Yolanda, Miriam Ryvicker, Jiyoun Song, Maryam Zolnoori, and Maxim Topaz. “Identifying new ADRD diagnoses in home health care patients using natural language processing of nurses’notes.” Innovation in Aging 7, no. Suppl 1 (2023): 1060. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10738424/
Journal article
08 Nov 2023
Journal article
Netherlands
English
Comparing text mining and manual coding methods: Analysing interview data on quality of care in long-term care for older adults
Hacking, Coen, Hilde Verbeek, Jan PH Hamers, and Sil Aarts. “Comparing text mining and manual coding methods: Analysing interview data on quality of care in long-term care for older adults.” Plos one 18, no. 11 (2023): e0292578. https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0292578
Journal article
13 Oct 2023
Guidance and Resources
English
Communicating the findings of long-term care research using interactive maps
Interactive maps can be a compelling and intuitive way to display geographic variation in your data. But presenting data visually means making choices. In long-term care, spending or demographic information is often reported at the administrative level. In this blog post Sam Rickman (Care Policy and Evaluation Centre, LSE) sets out practical ways to make […]
Guidance and Resources
10 Nov 2022
Journal article
South Africa
English
The potential value of a geographic information system for public service planning for older people in the African region
Kelly, G., & Black, R. (2023). The potential value of a geographic information system for public service planning for older people in the African region. International Journal of Care and Caring, 7(2), 364-372. Retrieved Nov 15, 2023, from https://doi.org/10.1332/239788221X16655372907511
Journal article
25 Aug 2022
Journal article
Netherlands
English
Text mining in long-term care: Exploring the usefulness of artificial intelligence in a nursing home setting
Hacking, C., Verbeek, H., Hamers, J.P., Sion, K. and Aarts, S., 2022. Text mining in long-term care: Exploring the usefulness of artificial intelligence in a nursing home setting. Plos one, 17(8), p.e0268281. https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0268281
Journal article
22 May 2020
Journal article
English
Health status prediction for the elderly based on machine learning
Qin, Fang-Yu, Zhe-Qi Lv, Dan-Ni Wang, Bo Hu, and Chao Wu. “Health status prediction for the elderly based on machine learning.” Archives of gerontology and geriatrics 90 (2020): 104121. https://www.sciencedirect.com/science/article/pii/S0167494320301151
Journal article
23 Mar 2020
Journal article
United States
English
Racial disparities in automated speech recognition
Koenecke, A., Nam, A., Lake, E., Nudell, J., Quartey, M., Mengesha, Z., Toups, C., Rickford, J.R., Jurafsky, D. and Goel, S., 2020. Racial disparities in automated speech recognition. Proceedings of the National Academy of Sciences, 117(14), pp.7684-7689. https://www.pnas.org/doi/full/10.1073/pnas.1915768117
Journal article
14 Feb 2020
Journal article
United States
English
Identifying treatment effects of an informal caregiver education intervention to increase days in the community and decrease caregiver distress: a machine-learning secondary analysis of subgroup effects in the HI-FIVES randomized clinical trial
Shepherd-Banigan, Megan, Valerie A. Smith, Jennifer H. Lindquist, Michael Paul Cary, Katherine EM Miller, Jennifer G. Chapman, and Courtney H. Van Houtven. “Identifying treatment effects of an informal caregiver education intervention to increase days in the community and decrease caregiver distress: a machine-learning secondary analysis of subgroup effects in the HI-FIVES randomized clinical trial.” Trials 21, no. […]
Journal article