The DOI matches its Crossref record; 28 of the 28 references it cites were found in a registry or an index.
Caring for Others: Internet Video-Conferencing Group Intervention for Family Caregivers of Older Adults With Neurodegenerative Disease
Abstract
PURPOSE: The aim of this pilot feasibility study was to evaluate the effects of an innovative, Internet-based psychosocial intervention for family caregivers of older adults with neurodegenerative disease. DESIGN AND METHODS: After receiving signed informed consent from each participant, we randomly assigned 66 caregivers to an Internet-based intervention or to a no-intervention control group. The intervention group received computers and training in order to access a password-protected Web site with links to information, e-mail, and threaded discussion. Unique to the Web site was a video-conferencing link that supported caregivers' participation in a 10-session, manual-guided psychosocial support group, followed by 12 additional online sessions facilitated by a group member. Participants completed health-status and stress-response measures at baseline and 6-month follow-up. RESULTS: Content analysis of archived video sessions showed (a) reliable adherence to the manual-guided support-group intervention and (b) online group discussion themes similar to those in face-to-face caregiver support groups. Analyses of stress-response outcome data showed significant between-group differences, with the intervention group experiencing a decline in stress compared with an escalation in stress for the control group. IMPLICATIONS: Despite the limitations of this pilot study in terms of limited sample size and 54% dropout of control participants at 6-month follow-up, the results provide preliminary supportive evidence for a technology-based psychosocial intervention for family caregivers of individuals with neurodegenerative disease.
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“All studies included results on feasibility, acceptability, and effectiveness, and some reported issues connected with implementation [33,36-38,40-44,47].”
From Telehealth Interventions Delivering Home-based Support Group Videoconferencing: Systematic Review (2018) · cites this paper as [40]
In the citing paper
“A common feature of low-quality studies was the use of mixed-methods with small sample sizes and limited detail on the method of integration of quantitative and qualitative data [31,32,37,40,46].”
From Telehealth Interventions Delivering Home-based Support Group Videoconferencing: Systematic Review (2018) · cites this paper as [40]
In the citing paper
“Overall, inexperience did not appear to be a major problem as the majority of studies reported that, over time, participants found the technology easy to use [32-35,40-42,46] and found videoconferencing enjoyable [42,44-46].”
From Telehealth Interventions Delivering Home-based Support Group Videoconferencing: Systematic Review (2018) · cites this paper as [40]
In the citing paper
“Bonding and cohesiveness were reported in all high-quality studies and in one low-quality study [40,41].”
From Telehealth Interventions Delivering Home-based Support Group Videoconferencing: Systematic Review (2018) · cites this paper as [40]
In the citing paper
“Validity was demonstrated through the analysis of discussion themes such as cohesiveness, empathic support, problem solving, or issues in disease-specific caregiver literature and was consistent with the face-to-face groups [36,38,40-42].”
From Telehealth Interventions Delivering Home-based Support Group Videoconferencing: Systematic Review (2018) · cites this paper as [40]
Citations
Cites
The CES-D Scale: A Self-Report Depression Scale for Research in the General Population
Radloff, L. S. (1977) · Applied Psychological Measurement · doi:10.1177/014662167700100306 · Cited by 53,267
(1992) · PubMed · Cited by 33,716
The MOS 36-ltem Short-Form Health Survey (SF-36): I. Conceptual Framework and Item Selection
Ware, J. E., & Sherbourne, C. D. (1992) · Medical Care · doi:10.1097/00005650-199206000-00002 · Cited by 30,033
(1998) · Cited by 18,576
The Multidimensional Scale of Perceived Social Support
Zimet, G. D., Dahlem, N. W., Zimet, S. G., & Farley, G. K. (1988) · Journal of Personality Assessment · doi:10.1207/s15327752jpa5201_2 · Cited by 13,339
The emerging field of emotion regulation: an integrative review
Gross, J. J. (1998) · Review of General Psychology · doi:10.1037/1089-2680.2.3.271 · Cited by 9,916
Is caregiving hazardous to one’s physical health? A meta-analysis
Vitaliano, P. P., Zhang, J., & Scanlan, J. M. (2003) · Psychological Bulletin · doi:10.1037/0033-2909.129.6.946 · Cited by 1,734
How Effective Are Interventions With Caregivers? An Updated Meta-Analysis
Sörensen, S., Pinquart, M., & Duberstein, P. R. (2002) · The Gerontologist · doi:10.1093/geront/42.3.356 · Cited by 1,146
Assessment of behavioral problems in dementia: The Revised Memory and Behavior Problems Checklist.
Teri, L. L., Truax, P. A., Logsdon, R. G., Uomoto, J. M., Zarit, S., & VITALIANO, P. P. (1992) · Psychology and Aging · doi:10.1037//0882-7974.7.4.622 · Cited by 1,135
Brandtstädter, J., & Renner, G. (1990) · Psychology and Aging · doi:10.1037/0882-7974.5.1.58 · Cited by 1,131
Flagged first, then by citations
Research works printed but not linked: 1
- Burdick, D., & Kwon, S., (2004). Gerontechnology: Research and practice in technology and aging. New York: Springer.
Cited by
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Items 101–188 of 188
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Nelis, S. M., Quinn, C., & Clare, L. (2007) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd006440 · Cited by 18
Samari, E., Yuan, Q., Zhang, Y., Jeyagurunathan, A., & Subramaniam, M. (2024) · BMC Geriatrics · doi:10.1186/s12877-023-04628-0 · Cited by 20
Palliative Care for Movement Disorders
Vaughan, C. L., & Kluger, B. M. (2018) · Current Treatment Options in Neurology · doi:10.1007/s11940-018-0487-4 · Cited by 18
Boyt, N., Ho, A. K., Morris-Bankole, H., & Sin, J. (2022) · DIGITAL HEALTH · doi:10.1177/20552076221129069 · Cited by 16
Respite and the Internet: Accessing care for older adults in the 21st Century
Petrovic, K. (2013) · Computers in Human Behavior · doi:10.1016/j.chb.2013.02.005 · Cited by 16
Technology‐based support for stroke caregiving: A rapid review of evidence
Lobo, E. H., Abdelrazek, M., Kensing, F., Rasmussen, L. J., Livingston, P. M., Grundy, J., Islam, S. M. S., & Frølich, A. (2021) · Journal of Nursing Management · doi:10.1111/jonm.13439 · Cited by 15
Telehealth and Family Caregiving: Developments in Research, Education, Policy, and Practice
Glueckauf, R. L., & Noël, L. T. (2011) · Springer eBooks · doi:10.1007/978-1-4419-8031-1_7 · Cited by 15
Caring in the Information Age: Personal Online Networks to Improve Caregiver Support
Piraino, E., Byrne, K. M., Heckman, G. A., & Stolee, P. (2017) · Canadian Geriatrics Journal · doi:10.5770/cgj.20.271 · Cited by 14
Lucero, R. J., Jaime-Lara, R. B., Cortés, Y. I., Kearney, J. A., Granja, M. R., Suero-Tejeda, N. M., Henry, S. B., & Luchsinger, J. A. (2018) · Hispanic Health Care International · doi:10.1177/1540415318819220 · Cited by 13
SPIN-SSLED Support Group Advisory Team, Thombs, B. D., Aguila, K., Dyas, L., Carrier, M., Fedoruk, C., Horwood, L., Cañedo-Ayala, M., Sauvé, M., Kwakkenbos, L., et al. (2019) · Trials · doi:10.1186/s13063-019-3747-z · Cited by 13
Effects of Three Caregiver Interventions: Support, Educational Literature, and Creative Movement
Donorfio, L. K. M., Vetter, R. E., & Vracevic, M. (2010) · Journal of Women & Aging · doi:10.1080/08952840903489094 · Cited by 12
Almathami, H. K. Y., Win, K. T., & Vlahu‐Gjorgievska, E. (2021) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2021.104618 · Cited by 13
Delivering cognitive behavioural interventions in an internet-based healthcare delivery environment
Nalder, E. J., Marziali, E., DAWSON, D. R., & Murphy, K. J. (2018) · British Journal of Occupational Therapy · doi:10.1177/0308022618760786 · Cited by 12
Self-citationUnderstanding how Women Seek Health Information on the Web
Marton, C. (2011) · Library and Archives Canada (Government of Canada) · Cited by 12
Currie, C. L., Larouche, R., Voss, M. L., Trottier, M., Spiwak, R. P., Higa, E. K., Scott, D. R. M., & Tallow, T. (2021) · Journal of Medical Internet Research · doi:10.2196/27939 · Cited by 11
Ruppel, E. K., Blight, M. G., Cherney, M. R., & Fylling, S. Q. (2015) · Journal of Aging and Health · doi:10.1177/0898264315599942 · Cited by 11
Özdemir, M. B., & Bengisoy, A. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.870464 · Cited by 12
Perceptions on technology for volunteer respite care for bedridden elders in Chile
Abarca, E., Campos, S., Herskovic, V., & Fuentes, C. (2018) · International Journal of Qualitative Studies on Health and Well-Being · doi:10.1080/17482631.2017.1422663 · Cited by 10
Penkunas, M. J., Chan, A. W.-M., Wong, C. H., de Korne, D. F., Tan, S. M., & Wong, S. F. (2016) · The Journals of Gerontology Series B · doi:10.1093/geronb/gbw008 · Cited by 9
Lobo, E. H., Abdelrazek, M., Frølich, A., Rasmussen, L. J., Livingston, P. M., Islam, S. M. S., Kensing, F., & Grundy, J. (2022) · Preprints.org · doi:10.20944/preprints202202.0093.v1 · Cited by 9
Ülgüt, R., Stiel, S., & Herbst, F. A. (2023) · BMJ Open · doi:10.1136/bmjopen-2022-068175 · Cited by 8
Kozlov, E., McDarby, M., Duberstein, P. R., & Carpenter, B. D. (2020) · The Gerontologist · doi:10.1093/geront/gnaa137 · Cited by 8
Lee, K., Tang, W., Cassidy, J., Seo, C. H., Zhao, J., & Horowitz, A. (2021) · Aging & Mental Health · doi:10.1080/13607863.2021.1935460 · Cited by 10
An economic analysis of email-based telemedicine: A cost minimisation study of two service models
Caffery, L. J., Smith, A. C., & Scuffham, P. (2008) · BMC Health Services Research · doi:10.1186/1472-6963-8-107 · Cited by 8
Chiu, M. (2008) · TSpace (University of Toronto) · Cited by 8
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Tam, J. W., & Schmitter‐Edgecombe, M. (2018) · Geriatric Nursing · doi:10.1016/j.gerinurse.2018.06.015 · Cited by 8
Preliminary Study of the Effects of a Dysphagia Support Group on Quality of Life
Koster, E., Wadhwaniya, Z., & Namasivayam-MacDonald, A. M. (2023) · American Journal of Speech-Language Pathology · doi:10.1044/2023_ajslp-22-00278 · Cited by 7
Rivas-Nieto, A. C., Málaga, G., Ruíz-Grosso, P., Huayanay-Espinoza, C. A., & Curioso, W. H. (2015) · Revista Peruana de Medicina Experimental y Salud Pública · doi:10.17843/rpmesp.2015.322.1621 · Cited by 7
Internet Impacts on Parent–Child Communication in Vietnamese Urban Families
Nguyen, L. T. T., Le, T. K. D., Trần, V. C., Nguyen, D. N., Nguyen, H. K., & Le, D. D. (2024) · Child & Family Social Work · doi:10.1111/cfs.13157 · Cited by 6
Auger, C., Guay, C., Pysklywec, A., Bier, N., Demers, L., Miller, W. C., Gélinas-Bronsard, D., & Ahmed, S. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph192013303 · Cited by 6
Information, support and training for informal caregivers of people with dementia
González–Fraile, E., Solà, I., Ballesteros, J., Rueda, J.-R., Martinez, G., & Santos, B. (2015) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd006440.pub2 · Cited by 5
Kingsberry, S. Q., & Mindler, P. (2012) · Population Health Management · doi:10.1089/pop.2011.0028 · Cited by 5
Conceptual framework study on dynamic visual reminiscent therapy in Alzheimer psychosocial treatment
Kamaruzaman, M. F., & Rias, R. M. (2013) · IEEE Business Engineering and Industrial Applications Colloquium · doi:10.1109/beiac.2013.6560111 · Cited by 5
Koya, K., Chowdhury, G. G., & Green, E. (2022) · Journal of Information Science · doi:10.1177/01655515221136829 · Cited by 6
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Quinn, A. S., & Phillips, A. (2010) · Journal of Technology in Human Services · doi:10.1080/15228835.2011.565459 · Cited by 4
Neurodegenerative Diseases and Psychosocial Impairment
Kasimati, M. M., & Skolariki, K. (2020) · Springer eBooks · doi:10.1007/978-3-319-75479-6_9-1 · Cited by 4
Hughes, L. D. (2012) · University of Hertfordshire Research Archive (University of Hertfordshire) · Cited by 4
Tan, Y. R. L., Neo, N. W. S., & Siah, C. J. R. (2025) · Worldviews on Evidence-Based Nursing · doi:10.1111/wvn.70021 · Cited by 3
Education, Training, and Support Programs for Caregivers of Individuals with Alzheimer’s Disease
Siskowski, C., & Gwyther, L. P. (2012) · Caregiving · doi:10.1007/978-1-4614-5335-2_3 · Cited by 3
An E-Health Community of Practice: Online Communication in an E-Health Service Delivery Environment
Marziali, E., & Cohene, T. (2007) · Lecture notes in computer science · doi:10.1007/978-3-540-73257-0_44 · Cited by 3
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Blažun, H. V., Saranto, K., Rissanen, S., & Bobek, S. (2013) · IGI Global eBooks · doi:10.4018/978-1-4666-3990-4.ch020 · Cited by 2
Lessing, S., Deck, R., & Berwig, M. (2023) · BMC Health Services Research · doi:10.1186/s12913-023-09579-1 · Cited by 2
Xiong, C., Mansfield, E. D., & Colantonio, A. (2018) · Journal of Rehabilitation and Assistive Technologies Engineering · doi:10.1177/2055668318775313 · Cited by 2
Piraino, E. (2012) · UWSpace (University of Waterloo) · Cited by 2
Tse, M. M. Y., Ng, S. S. M., LOU, V. W. Q., Lo, R. S., Cheung, D. S. K., Lee, P. H., Tang, A. S. K., & Tse, P. P.-S. (2026) · Healthcare · doi:10.3390/healthcare14040553 · Cited by 1
Information management and communication for dementia: Preliminary research from China
Barco, C. L., Yatani, K., Ma, Y., Gill, C. K., & Pal, J. (2013) · Illinois Digital Environment for Access to Learning and Scholarship (University of Illinois at Urbana-Champaign) · doi:10.9776/13280 · Cited by 1
Khalil, M. I. M., Sorour, D. M., Shaala, R. S., & Mousa, E. F. S. (2020) · NILES Journal forGeriatric and Gerontology/NILES Journal for Geriatric and Gerontology · doi:10.21608/niles.2020.182975 · Cited by 1
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Hayes, J. (2014) · Springer eBooks · doi:10.1007/978-3-319-12376-9_2 · Cited by 1
Lee, M. B. K. (2016) · Summit (Simon Fraser University) · Cited by 1
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Zeren, Ş. G., Bican, B., & Başar-Gençer, D. (2020) · Yildiz Journal of Educational Research Yildiz Technical University · doi:10.51280/yjer.2020.007 · Cited by 1
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Fahmi, H. (2013) · TSpace (University of Toronto) · Cited by 1
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Hwang, A. S. (2019) · TSpace (University of Toronto) · doi:10.13140/rg.2.2.27675.18721 · Cited by 1
Ayoub, M. F. (2021) · Digital Library of Theses and Dissertations (Universidade de São Paulo) · doi:10.11606/d.59.2021.tde-11102021-164121 · Cited by 2
Spence, I., & Marziali, E. (2010) · Lecture notes in computer science · doi:10.1007/978-3-642-16599-3_7
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Dahm, K. T., Landmark, B. F., Kirkehei, I., Brurberg, K. G., & Fønhus, M. S. (2011) · NORA - Norwegian Open Research Archives
Caregiver Tele-support Group for Parkinson's Disease: A Pilot Study (P2.050)
Shah, S. P., Glenn, G. L., Hummel, E., Hamilton, J. M., Martine, R., & Wilkinson, J. R. (2014) · Neurology · doi:10.1212/wnl.82.10_supplement.p2.050
Ibanga, A. (2011) · University of Birmingham Institutional Research Archive (University of Birmingham)
E-mobile support for community-based dementia caregivers: A proof of concept phase 1.
Davis, B. H., Shenk, D., Shehab, M., & Nies, M. A. (2014) · Gerontechnology · doi:10.4017/gt.2014.13.02.226.00
The impact of an online support forum for carers of people with dementia
McKechnie, I. M. (2013) · UCL Discovery (University College London)
Home Care Systems for the Management of Patients With Mental Disorders: The “ALADDIN” Experience
Haritou, M., & Koutsouris, D. (2016) · Advances in medical diagnosis, treatment, and care (AMDTC) book series · doi:10.4018/978-1-4666-8828-5.ch018 · Cited by 6
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Yoo, G., Hwi, K. N., & Yang, D. Y. (2018) · Journal of Life-span Studies · doi:10.30528/jolss.2018.8.2.005
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Jablonski, E. (2019) · University of New Hampshire Scholars Repository (University of New Hampshire at Manchester)
Developing Ethical Web- and Mobile-Based Technologies for Dementia
Robillard, J. M., & Feng, T. L. (2019) · doi:10.1093/med/9780190459802.003.0014
Forming Impressions on Computer-Mediated Healthcare Peer-Support Systems for Informal Caregivers
Narasimha, S. (2020) · TigerPrints (Clemson University)
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Harmon, S., Savage, B., & Partridge, E. E. (2021) · Springer eBooks · doi:10.1007/978-981-16-3864-0_18
Lobo, E. H., Abdelrazek, M., Frølich, A., Rasmussen, L. J., Livingston, P. M., Islam, S. M. S., Kensing, F., & Grundy, J. (2021) · doi:10.2196/preprints.33504
Peterson, I., Benjamin, L. A., Mwandumba, H. C., Ntusi, N., Diggle, P. J., Jambo, K., Afran, L., Kelly, C., Sattar, N. A., McInnes, I. B., et al. (2017) · doi:10.2196/preprints.8094
Home Care Systems for the Management of Patients With Mental Disorders
Haritou, M., & Koutsouris, D. (2019) · Healthcare Policy and Reform · doi:10.4018/978-1-5225-6915-2.ch004
Home Care Systems for the Management of Patients with Mental Disorders
Haritou, M., & Koutsouris, D. (2017) · IGI Global eBooks · doi:10.4018/978-1-5225-2237-9.ch041
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Holland, J. M., & Gallagher-Thompson, D. E. (2014) · Oxford University Press eBooks · doi:10.1093/oxfordhb/9780199328710.013.021
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Samari, E., Yuan, Q., Zhang, Y., Jeyagurunathan, A., & Subramaniam, M. (2022) · doi:10.2196/preprints.40991
Neurodegenerative Diseases and Psychosocial Impairment
Kasimati, M. M., & Skolariki, K. (2023) · Springer eBooks · doi:10.1007/978-3-319-75922-7_9
Lessing, S., Deck, R., & Berwig, M. (2023) · Figshare · doi:10.6084/m9.figshare.23529212
Lessing, S., Deck, R., & Berwig, M. (2023) · Figshare · doi:10.6084/m9.figshare.23529206
Lessing, S., Deck, R., & Berwig, M. (2023) · Figshare · doi:10.6084/m9.figshare.23529209
Tse, M. Y. M., Ng, S. S. M., LOU, V. W. Q., Lo, R. S. K., Cheung, D. S. K., Lee, P. H., Tang, A. S. K., & Tse, P. P.-S. (2024) · doi:10.2196/preprints.59105
Platt, B., Löchner, J., Danzer, V., Geissler, S. S., Frey, M., Compas, B. E., Schuler, C., Graf, P., Wiegand‐Grefe, S., & Schulte-Körne, A. G. (2025) · Kindheit und Entwicklung · doi:10.1026/0942-5403/a000470
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Balta, G. K., & Özden, S. A. (2025) · Fırat Üniversitesi Sosyal Bilimler Dergisi · doi:10.18069/firatsbed.1437026
Lessing, S., Deck, R., & Berwig, M. (2023) · Figshare · doi:10.6084/m9.figshare.23529191
Lessing, S., Deck, R., & Berwig, M. (2023) · Figshare · doi:10.6084/m9.figshare.23529197
Lessing, S., Deck, R., & Berwig, M. (2023) · Figshare · doi:10.6084/m9.figshare.23529200
Samari, E., Yuan, Q., Zhang, Y., Jeyagurunathan, A., & Subramaniam, M. (2024) · Figshare · doi:10.6084/m9.figshare.26664310
Lessing, S., Deck, R., & Berwig, M. (2023) · Figshare · doi:10.6084/m9.figshare.23529194
Lessing, S., Deck, R., & Berwig, M. (2023) · Figshare · doi:10.6084/m9.figshare.23529188
Alaboson, J., Coffey, L., & Maguire, R. (2026) · Journal of Health Psychology · doi:10.1177/13591053251405034
Deliverable 3.6: Final report on the “Methodological Framework”
Barbabella, F., Hoffmann, F., Rodrigues, R., Schmidt, A., Chiatti, C., Fry, G., Hanson, E. J., Magnusson, L., Socci, M., Stückler, A., et al. (2011)
Metadata
- Authors
- Marziali, E., & Donahue, P.
- Affiliations
- University of Toronto (CA)
- Corresponding author
- Marziali, Elsa
- Venue
- The Gerontologist
- Publisher
- Oxford University Press (OUP)
- Published
- 2006-06
- Volume
- 46
- Issue
- 3
- Pages
- 398-403
- ISSN
- 0016-9013 (ISSN-L)
- 1758-5341
- OpenAlex
- W2171211918
- Cited by
- 185
- References
- 28
- Citations by year
- 2026: 2 · 2025: 3 · 2024: 5 · 2023: 10 · 2022: 9 · 2021: 13 · 2020: 10 · 2019: 7 · 2018: 22 · 2017: 12 · 2016: 8 · 2015: 11 · 2014: 13 · 2013: 12 · 2012: 8
- FWCI
- 16.88
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- The Gerontologist (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Nursing › Research and Theory › Nursing care and research
- Health Sciences › Medicine › Geriatrics and Gerontology › Technology Use by Older Adults
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Telemedicine and Telehealth Implementation
- Keywords
- family caregivers, neurodegenerative diseases, older adults, videoconferencing, online support groups, psychosocial interventions, caregiver stress, technology-based interventions, caregiver support
- MeSH terms
- Aged, Feasibility Studies, Female, Humans, Male, Telecommunications, Caregivers, Neurodegenerative Diseases, Internet
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