Effectiveness of Technology Interventions in Addressing Social Isolation, Connectedness, and Loneliness in Older Adults: Systematic Umbrella Review
Open accessAbstract
Background: The global population of older adults (aged >60 years) is expected to triple to 2 billion by 2050. Proportionate rises in older adults affected by loneliness and social isolation (or social connectedness) are expected. Rapid deployability and social changes have increased the availability of technological devices, creating new opportunities for older adults. Objective: This study aimed to identify, synthesize, and critically appraise the effectiveness of technology interventions improving social connectedness in older adults by assessing the quality of reviews, common observations, and derivable themes. Methods: Following the guidelines of PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses), 4 databases (PsycINFO, PubMed, Embase, and MEDLINE) were searched between February 2020 and March 2022. We identified reviews with adults aged ≥50 years in community and residential settings, reporting outcomes related to the impact of technologies on social disconnectedness with inclusion criteria based on the population, intervention, context, outcomes, and study schema—review-type articles (systematic, meta-analyses, integrative, and scoping)—and with digital interventions included. Grading of Recommendations, Assessment, Development, and Evaluations (GRADE) was used to measure the strength of outcome recommendations including the risk of bias. The reviews covered 326 primary studies with 79,538 participants. Findings were extracted, synthesized, and organized according to emerging themes. Results: Overall, 972 publications met the initial search criteria, and 24 met our inclusion criteria. Revised Assessment of Multiple Systematic Reviews was used to assess the quality of the analysis. Eligible reviews (3/24, 12%) were excluded because of their low Revised Assessment of Multiple Systematic Reviews scores (<22). The included reviews were dedicated to information and communications technology (ICT; 11/24, 46%), videoconferencing (4/24, 17%), computer or internet training (3/24, 12%), telecare (2/24, 8%), social networking sites (2/24, 8%), and robotics (2/27, 8%). Although technology was found to improve social connectedness, its effectiveness depended on study design and is improved by shorter durations, longer training times, and the facilitation of existing relationships. ICT and videoconferencing showed the best results, followed by computer training. Social networking sites achieved mixed results. Robotics and augmented reality showed promising results but lacked sufficient data for informed conclusions. The overall quality of the studies based on GRADE was medium low to very low. Conclusions: Technology interventions can improve social connectedness in older adults. The specific effectiveness rates favor ICT and videoconferencing, but with limited evidence, as indicated by low GRADE ratings. Future intervention and study design guidelines should carefully assess the methodological quality of studies and the overall certainty of specific outcome measures. The lack of randomized controlled trials in underlying primary studies (<28%) and suboptimal methodologies limited our findings. Robotics and augmented or virtual reality warrant further research. Low GRADE scores highlight the need for high-quality research in these areas. Trial Registration: PROSPERO CRD42022363475; https://tinyurl.com/mdd6zds
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Recent reviews from 2022 have continued to focus on the effectiveness and outcomes of digital interventions in healthy ageing.
“In recent work from 2022, reviews on this area have continued to focus on the effectiveness and outcomes of digital interventions in healthy ageing (Balki et al., 2022;Chu et al., 2022;Liu et al., 2022;Margrett et al., 2022;Suleiman-Martos et al., 2022).”
From User experience of mixed reality applications for healthy ageing: A systematic review (2023) · cites this paper as Balki et al., 2022
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Dermyshi, E., Wang, Y., Yan, C., Hong, W., Qiu, G., Gong, X., & Zhang, T. (2017) · Neonatology · doi:10.1159/000454668 · Cited by 24,577 · see citing works
GRADE: an emerging consensus on rating quality of evidence and strength of recommendations
Guyatt, G. H., Oxman, A. D., Vist, G. E., Kunz, R., Falck-Ytter, Y., Alonso-Coello, P., & Schünemann, H. J. (2008) · BMJ · doi:10.1136/bmj.39489.470347.ad · Cited by 23,305 · cited 1× · see citing works
“The overall certainty of the evidence was evaluated using the GRADE method, which analyzes the risk of bias (imprecision, inconsistency, indirectness, and publication bias) and assesses the quality of the included evidence, which we used to make recommendations [54].”
MethodThe 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 · see citing works
Liberati, A., Altman, D. G., Tetzlaff, J., Mulrow, C., Gøtzsche, P. C., Ioannidis, J. P. A., Clarke, M., Devereaux, P. J., Kleijnen, J., & Moher, D. (2009) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2009.06.006 · Cited by 10,578 · see citing works
Methods for the thematic synthesis of qualitative research in systematic reviews
Thomas, J., & Harden, A. (2008) · BMC Medical Research Methodology · doi:10.1186/1471-2288-8-45 · Cited by 9,312 · see citing works
Psychometric Characteristics of the Multidimensional Scale of Perceived Social Support
Zimet, G. D., Powell, S. S., Farley, G. K., Werkman, S., & Berkoff, K. A. (1990) · Journal of Personality Assessment · doi:10.1080/00223891.1990.9674095 · Cited by 4,855 · see citing works
Aromataris, E., Fernandez, R., Godfrey, C. M., Holly, C., Khalil, H., & Tungpunkom, P. (2015) · International Journal of Evidence-Based Healthcare · doi:10.1097/xeb.0000000000000055 · Cited by 2,587 · see citing works
Lubben, J., Blozik, E., Gillmann, G., Iliffe, S., von Renteln Kruse, W., Beck, J. C., & Stuck, A. E. (2006) · The Gerontologist · doi:10.1093/geront/46.4.503 · Cited by 2,123 · see citing works
Cacioppo, J. T., Hawkley, L. C., & Thisted, R. A. (2010) · Psychology and Aging · doi:10.1037/a0017216 · Cited by 1,757 · see citing works
Measuring belongingness: The Social Connectedness and the Social Assurance scales.
Lee, R. M., & Robbins, S. B. (1995) · Journal of Counseling Psychology · doi:10.1037/0022-0167.42.2.232 · Cited by 1,484 · see citing works
Loneliness and Risk of Alzheimer Disease
Wilson, R. S., Krueger, K. R., Arnold, S. E., Schneider, J. A., Kelly, J. F., Barnes, L. L., Tang, Y., & Bennett, D. A. (2007) · Archives of General Psychiatry · doi:10.1001/archpsyc.64.2.234 · Cited by 1,363 · see citing works
Social networks and Internet connectivity effects
Haythornthwaite, C. (2005) · Information Communication & Society · doi:10.1080/13691180500146185 · Cited by 1,319 · see citing works
The Development of a Rasch-Type Loneliness Scale
de Jong-Gierveld, J., & Kamphuls, F. (1985) · Applied Psychological Measurement · doi:10.1177/014662168500900307 · Cited by 1,291 · see citing works
CATTAN, M., WHITE, M., BOND, J., & LEARMOUTH, A. (2005) · Ageing and Society · doi:10.1017/s0144686x04002594 · Cited by 1,038 · see citing works
Influences on Loneliness in Older Adults: A Meta-Analysis
Pinquart, M., & Sorensen, S. (2001) · Basic and Applied Social Psychology · doi:10.1207/s15324834basp2304_2 · Cited by 1,036 · see citing works
Chen, Y.-R. R., & Schulz, P. J. (2016) · Journal of Medical Internet Research · doi:10.2196/jmir.4596 · Cited by 874 · see citing works
Evaluation of PICO as a knowledge representation for clinical questions.
Huang, X., Lin, J., & Demner‐Fushman, D. (2006) · Europe PMC (PubMed Central) · Cited by 844 · see citing works
Loneliness and social isolation interventions for older adults: a scoping review of reviews
Fakoya, O. A., McCorry, N. K., & Donnelly, M. (2020) · BMC Public Health · doi:10.1186/s12889-020-8251-6 · Cited by 842 · see citing works
Interventions to reduce social isolation and loneliness among older people: an integrative review
Gardiner, C., Geldenhuys, G., & Gott, M. (2016) · Health & Social Care in the Community · doi:10.1111/hsc.12367 · Cited by 827 · see citing works
Psychosocial Modifiers of Immunocompetence in Medical Students
Kiecolt‐Glaser, J. K., Garner, W. L., Speicher, C. E., Penn, G. M., Holliday, J. E., & Glaser, R. (1984) · Psychosomatic Medicine · doi:10.1097/00006842-198401000-00003 · Cited by 781 · see citing works
Hawkley, L. C., Thisted, R. A., Masi, C. M., & Cacioppo, J. T. (2010) · Psychology and Aging · doi:10.1037/a0017805 · Cited by 726 · see citing works
Ioannidis, J. P. A. (2009) · Canadian Medical Association Journal · doi:10.1503/cmaj.081086 · Cited by 716 · see citing works
Loneliness, social network size, and immune response to influenza vaccination in college freshmen
Pressman, S. D., Cohen, S., Miller, G. E., Barkin, A., Rabin, B. S., & Treanor, J. J. (2005) · Health Psychology · doi:10.1037/0278-6133.24.3.297 · Cited by 608 · see citing works
The Psychosocial Effects of a Companion Robot: A Randomized Controlled Trial
Robinson, H., MacDonald, B., Kerse, N., & Broadbent, E. (2013) · Journal of the American Medical Directors Association · doi:10.1016/j.jamda.2013.02.007 · Cited by 546 · see citing works
Dietary fiber and health outcomes: an umbrella review of systematic reviews and meta-analyses
Veronese, N., Solmi, M., Caruso, M. G., Giannelli, G., Osella, A. R., Evangelou, E., Maggi, S., Fontana, L., Stubbs, B., & Tzoulaki, I. (2018) · The American Journal of Clinical Nutrition · doi:10.1093/ajcn/nqx082 · Cited by 536 · see citing works
Munn, Z., Tufănaru, C., & Aromataris, E. (2014) · AJN American Journal of Nursing · doi:10.1097/01.naj.0000451683.66447.89 · Cited by 529 · see citing works
Loneliness, Social Isolation, and Cardiovascular Health
Xia, N., & Li, H. (2017) · Antioxidants and Redox Signaling · doi:10.1089/ars.2017.7312 · Cited by 508 · see citing works
Socially Assistive Robots in Elderly Care: A Mixed-Method Systematic Literature Review
Kachouie, R., Sedighadeli, S., Khosla, R., & Chu, M.-T. (2014) · International Journal of Human-Computer Interaction · doi:10.1080/10447318.2013.873278 · Cited by 412 · see citing works
The impact of technology on older adults’ social isolation
Khosravi, P., Rezvani, A., & Wiewiora, A. (2016) · Computers in Human Behavior · doi:10.1016/j.chb.2016.05.092 · Cited by 402 · see citing works
Brummett, B. H., Barefoot, J. C., Siegler, I. C., Clapp-Channing, N. E., Lytle, B. L., Bosworth, H. B., Williams, R. B., & Mark, D. B. (2001) · Psychosomatic Medicine · doi:10.1097/00006842-200103000-00010 · Cited by 396 · see citing works
DiTommaso, E., Brannen, C. L., & Best, L. A. (2004) · Educational and Psychological Measurement · doi:10.1177/0013164403258450 · Cited by 391 · see citing works
Poscia, A., Stojanovic, J., La Milia, D. I., Duplaga, M., Grysztar, M., Moscato, U., Onder, G., Collamati, A., Ricciardi, W., & Magnavita, N. (2018) · Experimental Gerontology · doi:10.1016/j.exger.2017.11.017 · Cited by 369 · see citing works
Interventions to address social connectedness and loneliness for older adults: a scoping review
O’Rourke, H. M., Collins, L., & Sidani, S. (2018) · BMC Geriatrics · doi:10.1186/s12877-018-0897-x · Cited by 362 · see citing works
Loneliness and risk of dementia
Sutin, A. R., Stephan, Y., Luchetti, M., & Terracciano, A. (2020) · The Journals of Gerontology: Series B · doi:10.1093/geronb/gby112 · Cited by 331 · see citing works
Kung, J. (2010) · The Open Dentistry Journal · doi:10.2174/1874210601004020084 · Cited by 329 · see citing works
Khosravi, P., & Ghapanchi, A. H. (2015) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2015.05.014 · Cited by 329 · see citing works
Sander, R. (2005) · Nursing Older People · doi:10.7748/nop.17.1.40.s11 · Cited by 297 · see citing works
Interventions for Alleviating Loneliness among Older Persons: A Critical Review
Cohen-Mansfield, J., & Perach, R. (2015) · American Journal of Health Promotion · doi:10.4278/ajhp.130418-lit-182 · Cited by 277 · see citing works
Williams, C. Y. K., Townson, A. T., Kapur, M., Ferreira, A. F., Nunn, R., Galante, J., Phillips, V., Gentry, S. V., & Usher‐Smith, J. A. (2021) · PLoS ONE · doi:10.1371/journal.pone.0247139 · Cited by 250 · see citing works
Yu, R. P., Ellison, N. B., McCammon, R. J., & Langa, K. M. (2015) · Information Communication & Society · doi:10.1080/1369118x.2015.1109695 · Cited by 221 · see citing works
Computer and Internet Interventions for Loneliness and Depression in Older Adults: A Meta-Analysis
Choi, M., Kong, S., & Jung, D. (2012) · Healthcare Informatics Research · doi:10.4258/hir.2012.18.3.191 · Cited by 213 · see citing works
Effects of digital engagement on the quality of life of older people
Damant, J., Knapp, M. R. J., Freddolino, P. P., & Lombard, D. (2016) · Health & Social Care in the Community · doi:10.1111/hsc.12335 · Cited by 208 · see citing works
Reducing loneliness amongst older people: a systematic search and narrative review
Hagan, R. J., Manktelow, R., Taylor, B. J., & Mallett, J. (2014) · Aging & Mental Health · doi:10.1080/13607863.2013.875122 · Cited by 204 · see citing works
Subjective welfare, isolation, and relative consumption
Marcel Fafchamps, A., & Shilpi, F. J. (2007) · Journal of Development Economics · doi:10.1016/j.jdeveco.2007.08.004 · Cited by 196 · see citing works
LIVING ALONE, SOCIAL SUPPORT, AND FEELING LONELY AMONG THE ELDERLY
Yeh, S. J., & Lo, S. K. (2004) · Social Behavior and Personality An International Journal · doi:10.2224/sbp.2004.32.2.129 · Cited by 190 · see citing works
Franssen, T., Stijnen, M., Hamers, F., & Schneider, F. (2020) · BMC Public Health · doi:10.1186/s12889-020-09208-0 · Cited by 180 · see citing works
Baker, S., Warburton, J., Waycott, J., Batchelor, F., Hoang, T., Dow, B., Ozanne, E., & Vetere, F. (2018) · Australasian Journal on Ageing · doi:10.1111/ajag.12572 · Cited by 171 · see citing works
Ibarra, F., Báez, M., Cernuzzi, L., & Casati, F. (2020) · Journal of Healthcare Engineering · doi:10.1155/2020/2036842 · Cited by 157 · see citing works
Smart technologies to enhance social connectedness in older people who live at home
Morris, M. E., Adair, B., Ozanne, E., Kurowski, W., Miller, K. J., Pearce, A. J., Santamaria, N., Long, M., Ventura, C., & Said, C. M. (2014) · Australasian Journal on Ageing · doi:10.1111/ajag.12154 · Cited by 153 · see citing works
Quan, N. G., Lohman, M. C., Resciniti, N. V., & Friedman, D. B. (2019) · Aging & Mental Health · doi:10.1080/13607863.2019.1673311 · Cited by 118 · see citing works
Tools to support evidence-informed public health decision making
Yost, J., Dobbins, M., Traynor, R., DeCorby, K., Workentine, S., & Greco, L. (2014) · BMC Public Health · doi:10.1186/1471-2458-14-728 · Cited by 116 · cited 1× · see citing works
“The inclusion criteria were formulated using the population, intervention, comparison or context, outcomes, and study schema [29,30].”
MethodChoi, H. K., & Lee, S. H. (2021) · Healthcare · doi:10.3390/healthcare9030293 · Cited by 96 · see citing works
Older People Going Online: Its Value and Before-After Evaluation of Volunteer Support
Jones, R. B., Ashurst, E. J., Atkey, J., & Duffy, B. (2015) · Journal of Medical Internet Research · doi:10.2196/jmir.3943 · Cited by 93 · see citing works
Social networking sites and the experience of older adult users: a systematic review
Newman, L., Stoner, C. R., & Spector, A. E. (2019) · Ageing and Society · doi:10.1017/s0144686x19001144 · Cited by 93 · see citing works
Thangavel, G., Memedi, M., & Hedström, K. (2022) · JMIR Mental Health · doi:10.2196/34221 · Cited by 93 · see citing works
Interventions for reducing loneliness: An umbrella review of intervention studies
Veronese, N., Galvano, D., D'Antiga, F., Vecchiato, C., Furegon, E., Allocco, R., Smith, L., Gelmini, G., Gareri, P., Solmi, M., et al. (2020) · Health & Social Care in the Community · doi:10.1111/hsc.13248 · Cited by 88 · see citing works
Wiwatkunupakarn, N., Pateekhum, C., Aramrat, C., Jirapornchaoren, W., Pinyopornpanish, K., & Angkurawaranon, C. (2022) · Aging & Mental Health · doi:10.1080/13607863.2021.1966745 · Cited by 74 · see citing works
The effectiveness of interventions addressing loneliness in older persons: An umbrella review
Jarvis, M. A., Padmanabhanunni, A., Balakrishna, Y., & Chipps, J. A. (2019) · International Journal of Africa Nursing Sciences · doi:10.1016/j.ijans.2019.100177 · Cited by 67 · see citing works
Virtual Visits in Home Health Care for Older Adults
Husebø, A. M. L., & Storm, M. (2014) · TheScientificWorldJournal · doi:10.1155/2014/689873 · Cited by 62 · see citing works
Paradis, S., Roussel, J., Bosson, J., & Kern, J. (2022) · JMIR Formative Research · doi:10.2196/34882 · Cited by 54 · see citing works
Kim, S., Yao, W., & Du, X. (2022) · JMIR Aging · doi:10.2196/32957 · Cited by 48 · see citing works
Assistive technology for communication of older adults: a systematic review
Antunes, T. P. C., Oliveira, A. S. B., Hudec, R., Crocetta, T. B., Antão, J. Y. F. D. L., Barbosa, R. T. D. A., Guarnieri, R., Massetti, T., Garner, D. M., & de Abreu, L. C. (2018) · Aging & Mental Health · doi:10.1080/13607863.2018.1426718 · Cited by 39 · see citing works
Došenović, S., Kadić, A. J., Vučić, K., Markovina, N., Pieper, D., & Puljak, L. (2018) · BMC Medical Research Methodology · doi:10.1186/s12874-018-0493-y · Cited by 36 · see citing works
Stojanovic, J., Collamati, A., Duplaga, M., Onder, G., Milia, D. I. L., Ricciardi, W., Moscato, U., Magnavita, N., & Poscia, A. (2022) · Epidemiology Biostatistics and Public Health · doi:10.2427/12408 · Cited by 32 · see citing works
Video Communication With Cognitively Intact Nursing Home Residents: A Scoping Review
Schuster, A. M., & Hunter, E. G. (2017) · Journal of Applied Gerontology · doi:10.1177/0733464817711962 · Cited by 25 · see citing works
Flagged first, then by citations
Research works printed but not linked: 2
- [33]Bornemann R The impact of information and communication technology (ICT) usage on social isolation including loneliness in older adults: a systematic review Stendal University of Applied Sciences 2014 2022-10-06 Magdeburg, Germany Stendal University of Applied Sciences https://www.researchgate.net/publication/316740931_The_impact_of_information_and_communication_technology_ICT_usage_on_social_isolation_including_loneliness_in_older_adults_A_systematic_review
- [49]Gurrutxaga-Lerma O Interventions to prevent loneliness in older adults living in nursing homes Universidad de Navarra 2021 2022-10-06 https://hdl.handle.net/10171/62658
Cited by
Sorted by citations
Miller, L. M. S., Callegari, R. A., Abah, T., & Fann, H. (2024) · JMIR Aging · doi:10.2196/51675 · Cited by 100 · see citing works
Gunnes, M., Løe, I.-C., & Kalseth, J. (2024) · BMC Geriatrics · doi:10.1186/s12877-024-04837-1 · Cited by 61 · see citing works
Balki, E., Holland, C., & Hayes, N. (2023) · Journal of Medical Internet Research · doi:10.2196/41535 · Cited by 57 · see citing works
Self-citationNichol, B., McCready, J. L., Erfani, G., Comparcini, D., Simonetti, V., Cicolini, G., Mikkonen, K., Yamakawa, M., & Tomietto, M. (2024) · International Journal of Nursing Studies · doi:10.1016/j.ijnurstu.2024.104730 · Cited by 57 · see citing works
Petersen, B., Khalili‐Mahani, N., Murphy, C. E., Sawchuk, K., Phillips, N. A., Li, K., & Hebblethwaite, S. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1063146 · Cited by 52 · see citing works
Grey, E., Baber, F., Corbett, E., Ellis, D. A., Gillison, F., & Barnett, J. C. (2024) · BMC Public Health · doi:10.1186/s12889-023-17386-w · Cited by 46 · see citing works
Systematic Review of Social Robots for Health and Wellbeing: A Personal Healthcare Journey Lens
Ghafurian, M., Chandra, S., Hutchinson, R., Lim, A., Baliyan, I., Rhim, J., Gupta, G., Aroyo, A. M., Rasouli, S., & Dautenhahn, K. (2024) · ACM Transactions on Human-Robot Interaction · doi:10.1145/3700446 · Cited by 34 · see citing works
Kastner, M., Herrington, I., Makarski, J., Amog, K., Bain, T., Evangelista, V., Hayden, L., Gruber, A., Sutherland, J., Sirkin, A. J., et al. (2024) · BMC Geriatrics · doi:10.1186/s12877-024-05096-w · Cited by 31 · see citing works
Magid, K., Henson, S. J. S., Castro, C. M., Smith, B. J., Chamberlain, C. E. W., & Levens, S. M. (2023) · International Journal of Behavioral Medicine · doi:10.1007/s12529-023-10204-y · Cited by 31 · see citing works
Hansen, T., Johansen, R., Kirkøen, B., Stene-Larsen, K., Straiton, M., Tornes, R. A., & Reneflot, A. (2025) · Internet Interventions · doi:10.1016/j.invent.2025.100856 · Cited by 37 · see citing works
Social Inclusivity in the Smart City Governance: Overcoming the Digital Divide
Круглов, В. В., & Dvořák, J. (2025) · Sustainability · doi:10.3390/su17135735 · Cited by 27 · see citing works
Understanding the Role of Technology in Older Adults' Changing Social Support Networks
Wang, S., Carmeline, A., Kolko, B. E., & Munson, S. A. (2024) · Proceedings of the ACM on Human-Computer Interaction · doi:10.1145/3641027 · Cited by 25 · see citing works
Lu, S. Y., Yoon, S., Yee, W. Q., Ngiam, N. H. W., Ng, K. Y. Y., & Low, L. L. (2024) · JMIR Aging · doi:10.2196/52292 · Cited by 24 · see citing works
Chung, J., Gendron, T., Winship, J., Wood, R. E., Mansion, N., Parsons, P., & Demiris, G. (2024) · The Gerontologist · doi:10.1093/geront/gnad145 · Cited by 23 · see citing works
Balki, E., Hayes, N., & Holland, C. (2023) · JMIR Aging · doi:10.2196/47729 · Cited by 21 · see citing works
Self-citationLi, Y., Wilke, C., Shiyanov, I., & Muschalla, B. (2024) · JMIR Serious Games · doi:10.2196/50796 · Cited by 20 · see citing works
Murayama, H., & Takase, M. (2025) · JMIR Aging · doi:10.2196/74422 · Cited by 18 · see citing works
Ambagtsheer, R. C., Borg, K., Townsin, L., de Plaza, M. A. P., O'Brien, L. M., Kunwar, R. S., & Lawless, M. (2024) · Archives of Gerontology and Geriatrics Plus · doi:10.1016/j.aggp.2024.100008 · Cited by 17 · see citing works
Balki, E., Hayes, N., & Holland, C. (2022) · Journal of Medical Internet Research · doi:10.2196/41536 · Cited by 18 · see citing works
Self-citationBalki, E., Hayes, N., & Holland, C. (2023) · Frontiers in Aging · doi:10.3389/fragi.2023.1184386 · Cited by 16 · see citing works
Self-citationImpact of loneliness on cancer mortality: a systematic review and meta-analysis
Cheng, S., Yi, J., Pace, K., Santiago, A., Johnny, C., Nuñez, J.-J., Jomy, J., & Raman, S. (2025) · BMJ Oncology · doi:10.1136/bmjonc-2025-000840 · Cited by 14 · see citing works
Guldemond, N. (2024) · Diabetes Obesity and Metabolism · doi:10.1111/dom.15476 · Cited by 16 · see citing works
Probst, F., Ratcliffe, J., Molteni, E., Mexia, N., Rees, J., Matcham, F., Antonelli, M., Tinker, A., Shi, Y., Sebastien Ourselin, A., et al. (2024) · Design Science · doi:10.1017/dsj.2024.22 · Cited by 13 · see citing works
Integrating foundational theories of loneliness to develop effective interventions
Goldman, N., Qualter, P., Walibhai, W., & Verity, L. (2025) · Current Opinion in Behavioral Sciences · doi:10.1016/j.cobeha.2025.101599 · Cited by 13 · see citing works
Mois, G., Lydon, E. A., Mathias, V. F., Jones, S. E., Mudar, R. A., & Rogers, W. A. (2024) · Archives of Gerontology and Geriatrics · doi:10.1016/j.archger.2024.105373 · Cited by 12 · see citing works
Mehrabi, F., & Ghezelbash, A. (2025) · The Gerontologist · doi:10.1093/geront/gnaf219 · Cited by 14 · see citing works
The Effect of Social Isolation on 1-Year Outcomes After Surgical Repair of Low-Energy Hip Fracture
Mandl, L. A., Rajan, M., Lipschultz, R. A., Lian, S., Sheira, D., Frey, M. B., Shea, Y. M., & Lane, J. M. (2024) · Journal of Orthopaedic Trauma · doi:10.1097/bot.0000000000002772 · Cited by 13 · see citing works
Li, Y., Shiyanov, I., & Muschalla, B. (2024) · JMIR Human Factors · doi:10.2196/56278 · Cited by 13 · see citing works
Wieczorek, M., Reinecke, R., Borrat-Besson, C., Meier, C., Haas, M., Ihle, A., Kliegel, M., & Maurer, J. (2024) · Scientific Reports · doi:10.1038/s41598-024-69631-w · Cited by 11 · see citing works
Tan, X. R., Wilson, I. M., Tay, P. K. C., Win, P. P. S., Song, C. F., & Wee, S.-L. (2024) · Archives of Gerontology and Geriatrics · doi:10.1016/j.archger.2024.105478 · Cited by 10 · see citing works
Seaton, C. L., Rush, K. L., Li, E. P. H., Hasan, K., & Fawcus, L. (2023) · JMIR Aging · doi:10.2196/50345 · Cited by 10 · see citing works
Bhat, N., Paul, F. A., Gul, A., & Ganie, Z. A. (2024) · Frontiers in Global Women s Health · doi:10.3389/fgwh.2024.1410058 · Cited by 12 · see citing works
Ceyssens, C., Verhulst, N., & Willems, K. (2025) · International Journal of Consumer Studies · doi:10.1111/ijcs.70080 · Cited by 10 · see citing works
Mohan, A., Jothikaran, T. A. J., Patil, D. S., & Ashok, L. (2025) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph22111745 · Cited by 9 · see citing works
Satake, Y., Costello, H., Naran, N., Ishimaru, D., Ikeda, M., & Howard, R. J. (2026) · Psychological Medicine · doi:10.1017/s0033291725103073 · Cited by 9 · see citing works
Zhang, H., Valimaki, M. A., Li, X., Nan, J., Wu, S., Zeng, X., Duan, Y., & Feng, H. (2022) · BMJ Open · doi:10.1136/bmjopen-2022-067858 · Cited by 8 · see citing works
He, J., LaVela, S. L., Bombardier, C. H., Fong, M. W. M., Lee, S. I., Metts, C. L., Shi, Y., Tsang, H. W. H., & Wong, A. (2025) · Current Physical Medicine and Rehabilitation Reports · doi:10.1007/s40141-025-00477-7 · Cited by 6 · see citing works
Noh, E.-Y., Lee, J., & Kim, H. (2025) · Geriatric Nursing · doi:10.1016/j.gerinurse.2025.03.042 · Cited by 6 · see citing works
Social prescribing for socially isolated older adults in rural Japan: a qualitative case study
Ota, N., Ebihara, M., Aoki, M., Iwasawa, A., Yamazaki, T., Jung, S., Makabe, S., Lynch, M., Rothwell, C., Illing, J. C., et al. (2025) · Frontiers in Public Health · doi:10.3389/fpubh.2025.1659713 · Cited by 6 · see citing works
de’Sperati, C., Dalmasso, V., Moretti, M., Høeg, E. R., Baud‐Bovy, G., Cozzi, R., & Ippolito, J. (2023) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph20031671 · Cited by 6 · see citing works
Information and Communication Technologies and the Risk to Loneliness
Seifert, A. (2025) · International perspectives on aging · doi:10.1007/978-3-031-94565-6_8 · Cited by 6 · see citing works
Fritz, J., Wågert, P. V. H., Gusdal, A. K., Johansson‐Pajala, R., & Eklund, C. (2024) · JMIR Aging · doi:10.2196/43999 · Cited by 6 · see citing works
User experience of mixed reality applications for healthy ageing: A systematic review
Lim, K. J., McGuckian, T. B., Cole, M. H., Duckworth, J., & Wilson, P. H. (2023) · Cyberpsychology: Journal of Psychosocial Research on Cyberspace · doi:10.5817/cp2023-4-5 · Cited by 5 · see citing works
“In recent work from 2022, reviews on this area have continued to focus on the effectiveness and outcomes of digital interventions in healthy ageing (Balki et al., 2022; Chu et al., 2022; Liu et al., 2022; Margrett et al., 2022; Suleiman ‐ Martos et al., 2022).”
BackgroundDigital, social, and built environment influences on loneliness among older adults in China
Zou, Y., van den Berg, P., Wong, M., & Kemperman, A. D. A. M. (2025) · Health & Place · doi:10.1016/j.healthplace.2025.103581 · Cited by 5 · see citing works
Chae, M., Chavez, A., Singh, M. S., Holbrook, J., Glasheen, W. P., Woodard, L., & Adepoju, O. E. (2023) · Gerontology and Geriatric Medicine · doi:10.1177/23337214231201204 · Cited by 5 · see citing works
Janssen, J. H. M., Châtel, B. D. L., Heijer, N. D., Tieben, R., Deen, M., Corten, R., Peeters, G. M. E. E., & Rikkert, M. G. M. O. (2023) · JMIR Formative Research · doi:10.2196/45173 · Cited by 5 · see citing works
The use of technology by seniors with neurocognitive disorders in long-term care: a scoping review
Hardy, M., Fanaki, C., & Savoie, C. (2024) · BMC Geriatrics · doi:10.1186/s12877-024-05174-z · Cited by 5 · see citing works
Diño, M. J. S., Dion, K. W., Abadir, P. M., Budhathoki, C. B., Balbin, P. T., Malacas, M. K. G., Hernandez, R. P., Nicolas, J. J. G., Barcial-Espinosa, J., Himmelfarb, C. D., et al. (2025) · Nursing Reports · doi:10.3390/nursrep15020049 · Cited by 4 · see citing works
Ruiz-Figueroa, I., Minguela, M. Á., & Munuera, P. (2025) · Clinical social work journal · doi:10.1007/s10615-024-00981-8 · Cited by 4 · see citing works
Loneliness improved by either telephone or video communications in community-dwelling older adults
Mierzwicki, J. T., Kline, J., Schach, B., & Vandenberg, L. (2024) · Archives of Gerontology and Geriatrics Plus · doi:10.1016/j.aggp.2024.100011 · Cited by 4 · see citing works
Zhu, D., Mahmud, A. A., & Liu, W. (2024) · BMJ Open · doi:10.1136/bmjopen-2023-078188 · Cited by 3 · see citing works
In sickness and in health—A scoping review on social virtual reality clinical applications
Belina, S. P., Czaja, S. J., Difede, J., Pain, K. J., Reid, C., & Won, A. S. (2024) · Digital Health · doi:10.1177/20552076241306460 · Cited by 2 · see citing works
Time and Frequency of Social Media Use and Loneliness Among U.S. Adults
Gorman, J. R., Kim, H., Sakuma, K.-L. K., Koneru, G., Aslam, M., Abreu, C. A., & Primack, B. A. (2025) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph22101510 · Cited by 2 · see citing works
Eklund, C., Zander, V., Gusdal, A. K., Åkerlind, C., & Wågert, P. V. H. (2025) · JMIR Formative Research · doi:10.2196/78213 · Cited by 2 · see citing works
Ruiz-Figueroa, I., Recover, M. Á. M., & Gómez, P. M. (2025) · Historia y Comunicación Social · doi:10.5209/hics.100643 · Cited by 2 · see citing works
Toward a cognitive neuroscience of technology
Federico, G., Ilardi, C. R., Brandimonte, M. A., Marangolo, P., & Osiurak, F. (2026) · Cognitive Neuroscience · doi:10.1080/17588928.2026.2647745 · Cited by 2 · see citing works
Fu, J.-Y., Qiu, Y.-F., Luo, Q., Liu, R., Liu, J.-L., Yue, Y.-K., Gu, J., Tong, M.-J., & Yang, F. (2026) · Journal of Affective Disorders · doi:10.1016/j.jad.2026.121807 · Cited by 2 · see citing works
Inclusive transformation of age-friendly communities based on digital technology support
Chen, L., Işık, G. E., Kumar, A. R., & Marji, N. (2023) · Academia Press eBooks · doi:10.26530/9789401496476-079 · Cited by 2 · see citing works
Technology-Based Solutions for Combating Loneliness and Isolation in Geriatric Care
Yu, K., Dodge, H. H., Lindauer, A., & Kaye, J. A. (2025) · Clinics in Geriatric Medicine · doi:10.1016/j.cger.2025.04.001 · Cited by 1 · see citing works
McLaren, S., McDonald, S. P., Nott, M. T., Rossiter, R. C., Irwin, P., Seaman, C. E., & Fealy, S. M. (2025) · Clinical Gerontologist · doi:10.1080/07317115.2025.2579845 · Cited by 1 · see citing works
Bissett, M., Aggar, C., Hockings, M., Prassos, T., & Baker, J. R. (2025) · BMC Geriatrics · doi:10.1186/s12877-025-06887-5 · Cited by 1 · see citing works
Kastl, A., Fettke, U., & Dobusch, L. (2026) · Health Policy · doi:10.1016/j.healthpol.2026.105575 · Cited by 1 · see citing works
Hwang, M., & Hwang, Y. (2026) · Clinical Gerontologist · doi:10.1080/07317115.2026.2628722 · Cited by 1 · see citing works
Ahmed, R. S., & Shaban, M. (2026) · Archives of Psychiatric Nursing · doi:10.1016/j.apnu.2026.152076 · Cited by 1 · see citing works
Nakada, T., Kurotani, K., Seino, S., Kozawa, T., Murota, S., Eto, M., Shimasawa, J., Shimizu, Y., Tsurugano, S., Katsukawa, F., et al. (2026) · Geriatrics · doi:10.3390/geriatrics11020027 · Cited by 1 · see citing works
Hao, F., Ng, W., Liu, J., Back, K., & Chon, K. (2026) · Tourism Review · doi:10.1108/tr-07-2025-0810 · Cited by 1 · see citing works
Technological neuropsychology: Assessing cognition in a digital world
Federico, G. (2026) · Brain and Cognition · doi:10.1016/j.bandc.2026.106473 · Cited by 2 · see citing works
Bodenstein, K., Diep, D., Gruber, J., Varga, P., Mehta, G. S., Memarpour, M., Klil‐Drori, S., Bukari, S., Launay, C. P., Rej, S., et al. (2023) · Aging & Mental Health · doi:10.1080/13607863.2023.2265841 · Cited by 1 · see citing works
Ehmann, S., & McConatha, J. T. (2023) · Advances in Social Sciences Research Journal · doi:10.14738/assrj.1010.15709 · Cited by 1 · see citing works
Pohl, J. S., & Fleury, J. (2024) · Geriatric Nursing · doi:10.1016/j.gerinurse.2024.02.016 · Cited by 1 · see citing works
Together: AJR Podcast Series on Wellness, Episode 3
Wang, S. S. (2024) · American Journal of Roentgenology · doi:10.2214/ajr.24.31576 · Cited by 1 · see citing works
Hansen, T., Johansen, R., Straiton, M., Stene‐Larsen, K., Tornes, R. A., & Reneflot, A. (2025) · SSRN Electronic Journal · doi:10.2139/ssrn.5199280 · Cited by 1 · see citing works
Reply to: Associations of use of smartphone and internet technologies with loneliness
Umoh, M. E., & Cudjoe, T. (2023) · Journal of the American Geriatrics Society · doi:10.1111/jgs.18545
Srinivasan, I., & Binu Sahayam, D. (2024) · doi:10.2196/preprints.56488
Social media use is an understated social determinant of mental health
Jester, D. J., & Yu, K. (2024) · International Psychogeriatrics · doi:10.1017/s1041610224000371
Ekhaese, E. N., & Ndimako, O. O. (2024) · Preprints.org · doi:10.20944/preprints202403.1531.v1
Digital tool for childhood first aid: app for professionals and caregivers
Pereira, A. D., Weissheimer, A. S., Pires, M. O., Rodrigues, L. F., Marchiori, M. R. C. T., & Backes, D. S. (2024) · Acta Paulista de Enfermagem · doi:10.37689/acta-ape/2024ao000017866
Ferramenta digital para primeiros socorros na infância: aplicativo para profissionais e cuidadores
Pereira, A. D., Weissheimer, A. S., Pires, M. O., Rodrigues, L. F., Marchiori, M. R. C. T., & Backes, D. S. (2024) · Acta Paulista de Enfermagem · doi:10.37689/acta-ape/2024ao00001786
Reducing the Effects of Loneliness in the Elderly: Enacting the “Principle of Linguistic Gratuity”
Stickle, T. (2024) · Springer eBooks · doi:10.1007/978-3-031-68789-1_10
Balki, E., Hayes, N., & Holland, C. (2025) · JMIR Aging · doi:10.2196/67242
Self-citationKawasaki, M., Mizuno, J., & Inoue, T. (2025) · Assistive Technology · doi:10.1080/10400435.2025.2508264
Improving Engagement for Enhancing Social Capital in the Older Adult: An Aan Consensus PaperPreprint
Newton, M., Brammer, S. V., Chang, Y.-P., Hain, D. J., hebert, W., Kverno, K. S., Mumba, M. N., & Schimmels, J. (2025) · SSRN Electronic Journal · doi:10.2139/ssrn.5334904
Lim, E., Uechi, M., Taira, D. A., Davis, J., Ishikawa, K. M., & Kaholokula, J. K. (2025) · INQUIRY The Journal of Health Care Organization Provision and Financing · doi:10.1177/00469580251356121
The Role of Technology Use and Employment Status in Shaping Social Engagement Among Older Americans
Lee, J. S., O’Shields, J., & Dunnigan, A. (2025) · Journal of Applied Gerontology · doi:10.1177/07334648251369265 · Cited by 1 · see citing works
Nakada, T., Kurotani, K., Seino, S., Kozawa, T., Murota, S., Eto, M., Shimasawa, J., Shimizu, Y., Tsurugano, S., Katsukawa, F., et al. (2025) · European Journal of Investigation in Health Psychology and Education · doi:10.3390/ejihpe15100208
Satake, Y., Costello, H., Naran, N., Ishimaru, D., Ikeda, M., & Howard, R. J. (2025) · medRxiv · doi:10.1101/2025.10.15.25338078
Newton, M., Brammer, S. V., Chang, Y., Hain, D. J., Herbert, W., Kverno, K. S., Mumba, M. N., & Schimmels, J. (2025) · Nursing Outlook · doi:10.1016/j.outlook.2025.102555
Kang, B., Hong, D., Park, M. K., Park, S., Jeong, S., & Park, Y. S. (2025) · BMJ Open · doi:10.1136/bmjopen-2025-108552
A Literature Review on Linkages Between ICT Use and Healthy Aging
Gu, D., Feng, Q., Wang, K., & Lee, H. Y. (2025) · Advances in studies of aging and health · doi:10.1007/978-3-031-98964-3_4 · Cited by 1 · see citing works
The Evolutionary Theory of Loneliness (ETL)
Lippke, S., & Pappa, D. (2025) · Springer eBooks · doi:10.1007/978-3-032-02959-1_2
Kastner, M., Herrington, I., Makarski, J., Amog, K., Bain, T., Evangelista, V., Hayden, L., Gruber, A., Sutherland, J., Sirkin, A. J., et al. (2024) · Figshare · doi:10.6084/m9.figshare.26045536
Kastner, M., Herrington, I., Makarski, J., Amog, K., Bain, T., Evangelista, V., Hayden, L., Gruber, A., Sutherland, J., Sirkin, A. J., et al. (2024) · Figshare · doi:10.6084/m9.figshare.26045514
Grey, E., Baber, F., Corbett, E., Ellis, D., Gillison, F., & Barnett, J. C. (2024) · Figshare · doi:10.6084/m9.figshare.24954558
Kastner, M., Herrington, I., Makarski, J., Amog, K., Bain, T., Evangelista, V., Hayden, L., Gruber, A., Sutherland, J., Sirkin, A. J., et al. (2024) · Figshare · doi:10.6084/m9.figshare.26734353
Gunnes, M., Løe, I.-C., & Kalseth, J. (2024) · Figshare · doi:10.6084/m9.figshare.25330846
Kastner, M., Herrington, I., Makarski, J., Amog, K., Bain, T., Evangelista, V., Hayden, L., Gruber, A., Sutherland, J., Sirkin, A. J., et al. (2024) · Figshare · doi:10.6084/m9.figshare.26734347
Gunnes, M., Løe, I.-C., & Kalseth, J. (2024) · Figshare · doi:10.6084/m9.figshare.25330886
Grey, E., Baber, F., Corbett, E., Ellis, D., Gillison, F., & Barnett, J. C. (2024) · Figshare · doi:10.6084/m9.figshare.24954471
- Authors
- Balki, E., Hayes, N., & Holland, C.
- Affiliations
- Lancaster University (GB)
- Nottingham Trent University (GB)
- Corresponding author
- Balki, Eric
- Venue
- JMIR Aging
- Publisher
- JMIR Publications Inc.
- Published
- 2022-10-24
- Volume
- 5
- Issue
- 4
- Pages
- e40125
- ISSN
- 2561-7605 (ISSN-L)
- PMC
- PMC9641519
- OpenAlex
- W4295419463
- Cited by
- 132
- References
- 65
- Citations by year
- 2026: 38 · 2025: 36 · 2024: 41 · 2023: 15 · 2022: 2
- FWCI
- 5.15
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by
- Locations
- JMIR Aging (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- White Rose Research Online (University of Leeds, The University of Sheffield, University of York) (acceptedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- Lancaster EPrints (Lancaster University) (submittedVersion)
- Nottingham Trent University's Institutional Repository (Nottingham Trent Repository) (submittedVersion, cc-by)
- Topics
- Social Sciences › Demography › Technology Use by Older Adults
- Social Sciences › Health › Health disparities and outcomes
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Aging, Health, and Disability
- Keywords
- social connectedness, loneliness, social isolation, older adults, digital interventions, information and communication technologies, videoconferencing, computer training, telecare, social networking sites, social robots, augmented reality, virtual reality, telemedicine, digital divide, community-dwelling older adults, systematic review quality, GRADE
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review