{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,27]],"date-time":"2026-08-27T16:14:54Z","timestamp":1787847294077,"version":"build-2784847793"},"reference-count":74,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T00:00:00Z","timestamp":1785542400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T00:00:00Z","timestamp":1785542400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2026,7,3]],"date-time":"2026-07-03T00:00:00Z","timestamp":1783036800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100006188","name":"Einstein Foundation Berlin","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100006188","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["clinicalkey.com","clinicalkey.com.au","clinicalkey.es","clinicalkey.fr","clinicalkey.jp","elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Ageing Research Reviews"],"published-print":{"date-parts":[[2026,8]]},"DOI":"10.1016\/j.arr.2026.103217","type":"journal-article","created":{"date-parts":[[2026,6,30]],"date-time":"2026-06-30T20:36:34Z","timestamp":1782851794000},"page":"103217","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":1,"special_numbering":"C","title":["Digital technologies for healthy longevity: A policy agenda from the Einstein circle on inclusive, data-driven ageing societies"],"prefix":"10.1016","volume":"120","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6590-245X","authenticated-orcid":false,"given":"Katarina","family":"Braune","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Thorsten","family":"Schaaf","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1575-2056","authenticated-orcid":false,"given":"Felix","family":"Balzer","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dawn I.","family":"Bershtein","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Andrew","family":"Broderick","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Pelin","family":"Celik","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tabea","family":"Fl\u00fcgge","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Katherine K.","family":"Kim","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nils","family":"Lahmann","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"David","family":"Lindemann","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Stefan","family":"Mainka","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0566-088X","authenticated-orcid":false,"given":"Susan","family":"M\u00e9rillat","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"J\u00f6rg","family":"Pohle","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Thomas","family":"Schildhauer","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1584-0312","authenticated-orcid":false,"given":"Mike","family":"Martin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.arr.2026.103217_bib1","doi-asserted-by":"crossref","DOI":"10.1093\/ageing\/afac147","article-title":"The UN Decade of healthy ageing: strengthening measurement for monitoring health and wellbeing of older people","volume":"51","author":"Amuthavalli Thiyagarajan","year":"2022","journal-title":"Age Ageing"},{"key":"10.1016\/j.arr.2026.103217_bib2","doi-asserted-by":"crossref","first-page":"2695","DOI":"10.1111\/jgs.17978","article-title":"Periodontal health, cognitive decline, and dementia: A systematic review and meta-analysis of longitudinal studies","volume":"70","author":"Asher","year":"2022","journal-title":"J. Am. Geriatr. Soc."},{"key":"10.1016\/j.arr.2026.103217_bib3","doi-asserted-by":"crossref","first-page":"219","DOI":"10.1007\/BF03324800","article-title":"Improving health for elderly people: an international health promotion and disease prevention agenda","volume":"22","author":"Besdine","year":"2010","journal-title":"Aging Clin. Exp. Res."},{"key":"10.1016\/j.arr.2026.103217_bib4","doi-asserted-by":"crossref","first-page":"58","DOI":"10.1016\/S2213-8587(21)00267-9","article-title":"Open-source automated insulin delivery: international consensus statement and practical guidance for health-care professionals","volume":"10","author":"Braune","year":"2022","journal-title":"Lancet Diabetes Endocrinol."},{"key":"10.1016\/j.arr.2026.103217_bib5","unstructured":"Decade of healthy ageing: baseline report. 2021; published online Jan 14. \u3008https:\/\/www.who.int\/publications\/i\/item\/9789240017900\u3009 (accessed Oct 23, 2025)."},{"key":"10.1016\/j.arr.2026.103217_bib6","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pdig.0000104","article-title":"Challenges and recommendations for wearable devices in digital health: data quality, interoperability, health equity, fairness","volume":"1","author":"Canali","year":"2022","journal-title":"PLOS Digit. Health"},{"key":"10.1016\/j.arr.2026.103217_bib7","doi-asserted-by":"crossref","DOI":"10.2196\/20738","article-title":"Factors affecting the quality of person-generated wearable device data and associated challenges: Rapid systematic review","volume":"9","author":"Cho","year":"2021","journal-title":"JMIR MHealth UHealth"},{"key":"10.1016\/j.arr.2026.103217_bib8","series-title":"Education and the UN Sustainable Development Goals","first-page":"491","article-title":"The importance of health literacy for sustainable development","author":"Cruickshank","year":"2023"},{"key":"10.1016\/j.arr.2026.103217_bib9","doi-asserted-by":"crossref","DOI":"10.3389\/fdgth.2020.536203","article-title":"Five crucial challenges in digital health","volume":"2","author":"Cummins","year":"2020","journal-title":"Front. Digit. Health"},{"key":"10.1016\/j.arr.2026.103217_bib10","doi-asserted-by":"crossref","DOI":"10.1017\/dap.2024.95","article-title":"Fostering public trust in national health data platforms: key considerations for public involvement activities for England and Switzerland","volume":"7","author":"Daniore","year":"2025","journal-title":"Data Policy"},{"key":"10.1016\/j.arr.2026.103217_bib11","unstructured":"DPIA). \u3008https:\/\/www.edpb.europa.eu\/our-work-tools\/our-documents\/topic\/data-protection-impact-assessment-dpia_en\u3009 (accessed Nov 12, 2025)."},{"key":"10.1016\/j.arr.2026.103217_bib12","doi-asserted-by":"crossref","first-page":"895","DOI":"10.1186\/s12913-024-11351-y","article-title":"Care models for individuals with chronic multimorbidity: lessons for low- and middle-income countries","volume":"24","author":"Endalamaw","year":"2024","journal-title":"BMC Health Serv. Res."},{"key":"10.1016\/j.arr.2026.103217_bib13","article-title":"Estimating impact of food choices on life expectancy: A modeling study","volume":"19","author":"Fadnes","year":"2022","journal-title":"PLoS. Med."},{"key":"10.1016\/j.arr.2026.103217_bib14","doi-asserted-by":"crossref","DOI":"10.2196\/43197","article-title":"Understanding older adults\u2019 experiences with technologies for health self-management: Interview study","volume":"6","author":"Garcia Reyes","year":"2023","journal-title":"JMIR Aging"},{"key":"10.1016\/j.arr.2026.103217_bib15","doi-asserted-by":"crossref","DOI":"10.1001\/jamanetworkopen.2024.50241","article-title":"Global healthspan-lifespan gaps among 183 World Health Organization member states","volume":"7","author":"Garmany","year":"2024","journal-title":"JAMA Netw. Open."},{"key":"10.1016\/j.arr.2026.103217_bib16","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/3533726","article-title":"Participatory design, development, and testing of assistive health robots with older adults: an international four-year project","volume":"11","author":"Gasteiger","year":"2022","journal-title":"ACM Trans. Hum. Robot. Interact."},{"key":"10.1016\/j.arr.2026.103217_bib17","doi-asserted-by":"crossref","first-page":"941","DOI":"10.2147\/CIA.S282709","article-title":"Friends from the future: a scoping review of research into robots and computer agents to combat loneliness in older people","volume":"16","author":"Gasteiger","year":"2021","journal-title":"Clin. Interv. Aging"},{"key":"10.1016\/j.arr.2026.103217_bib18","doi-asserted-by":"crossref","first-page":"1211","DOI":"10.1016\/S0140-6736(17)32154-2","article-title":"Global, regional, and national incidence, prevalence, and years lived with disability for 328 diseases and injuries for 195 countries, 1990-2016: a systematic analysis for the global burden of disease study 2016","volume":"390","author":"GBD 2016 Disease and Injury Incidence and Prevalence Collaborators","year":"2017","journal-title":"Lancet"},{"key":"10.1016\/j.arr.2026.103217_bib19","doi-asserted-by":"crossref","first-page":"652","DOI":"10.1016\/S0140-6736(19)30955-9","article-title":"The state of hypertension care in 44 low-income and middle-income countries: a cross-sectional study of nationally representative individual-level data from 1\u00b71 million adults","volume":"394","author":"Geldsetzer","year":"2019","journal-title":"Lancet"},{"key":"10.1016\/j.arr.2026.103217_bib20","doi-asserted-by":"crossref","DOI":"10.1136\/bmjopen-2023-074038","article-title":"Interventions in adult patients with multimorbidity in low-income and middle-income countries: protocol for a mixed-methods systematic review","volume":"14","author":"George","year":"2024","journal-title":"BMJ Open."},{"key":"10.1016\/j.arr.2026.103217_bib21","doi-asserted-by":"crossref","DOI":"10.1016\/j.ibmed.2020.100001","article-title":"What we talk about when we talk about trust: theory of trust for AI in healthcare","volume":"1-2","author":"Gille","year":"2020","journal-title":"Intell. Based Med."},{"key":"10.1016\/j.arr.2026.103217_bib22","doi-asserted-by":"crossref","first-page":"1118","DOI":"10.1056\/NEJMra2307160","article-title":"Key issues as wearable digital health technologies enter clinical care","volume":"390","author":"Ginsburg","year":"2024","journal-title":"N. Engl. J. Med."},{"key":"10.1016\/j.arr.2026.103217_bib23","doi-asserted-by":"crossref","first-page":"779","DOI":"10.1186\/s12877-023-04437-5","article-title":"Older adults in the digital health era: insights on the digital health related knowledge, habits and attitudes of the 65 year and older population","volume":"23","author":"Gy\u0151rffy","year":"2023","journal-title":"BMC Geriatr."},{"key":"10.1016\/j.arr.2026.103217_bib24","doi-asserted-by":"crossref","first-page":"e56","DOI":"10.1016\/S2666-7568(23)00231-3","article-title":"Early growth, stress, and socioeconomic factors as predictors of the rate of multimorbidity accumulation across the life course: a longitudinal birth cohort study","volume":"5","author":"Haapanen","year":"2024","journal-title":"Lancet Healthy Longev."},{"key":"10.1016\/j.arr.2026.103217_bib25","first-page":"1","article-title":"Experience design: technology for all the right reasons","volume":"3","author":"Hassenzahl","year":"2010","journal-title":"Synth. Lect. Hum. -Cent. Inform."},{"key":"10.1016\/j.arr.2026.103217_bib26","unstructured":"Healthy ageing and functional ability. \u3008https:\/\/www.who.int\/news-room\/questions-and-answers\/item\/healthy-ageing-and-functional-ability\u3009 (accessed Oct 23, 2025)."},{"key":"10.1016\/j.arr.2026.103217_bib27","unstructured":"Holistic research with UX methods for social inclusion and sustainability. In Innovation design for social inclusion and sustainability: Design cultures and creative practices for urban natural heritage beyond accessibility."},{"key":"10.1016\/j.arr.2026.103217_bib28","doi-asserted-by":"crossref","first-page":"508","DOI":"10.1111\/joim.13728","article-title":"Diet strategies for promoting healthy aging and longevity: an epidemiological perspective","volume":"295","author":"Hu","year":"2024","journal-title":"J. Intern. Med."},{"key":"10.1016\/j.arr.2026.103217_bib29","doi-asserted-by":"crossref","DOI":"10.1017\/S1463423624000598","article-title":"Healthy ageing in long-term care? Lessons learned from the COVID-19 pandemic: a position paper","volume":"25","author":"Jacobsen","year":"2024","journal-title":"Prim. Health Care Res. Dev."},{"key":"10.1016\/j.arr.2026.103217_bib30","doi-asserted-by":"crossref","DOI":"10.1038\/s41598-024-73333-8","article-title":"Impact of alcohol consumption on lifespan: a mendelian randomization study in Europeans","volume":"14","author":"Jiesisibieke","year":"2024","journal-title":"Sci. Rep."},{"key":"10.1016\/j.arr.2026.103217_bib31","doi-asserted-by":"crossref","first-page":"745","DOI":"10.3390\/jpm11080745","article-title":"Digital twins: from personalised medicine to precision public health","volume":"11","author":"Kamel Boulos","year":"2021","journal-title":"J. Pers. Med."},{"key":"10.1016\/j.arr.2026.103217_bib32","doi-asserted-by":"crossref","first-page":"141","DOI":"10.1038\/ejhg.2014.71","article-title":"Dynamic consent: a patient interface for twenty-first century research networks","volume":"23","author":"Kaye","year":"2015","journal-title":"Eur. J. Hum. Genet."},{"key":"10.1016\/j.arr.2026.103217_bib33","doi-asserted-by":"crossref","unstructured":"Khan S.R., Khan M.W. A comprehensive review of privacy-preserving techniques in health data analysis. In: 2025 International Conference on Cognitive Computing in Engineering, Communications, Sciences and Biomedical Health Informatics (IC3ECSBHI). IEEE, 2025: 104\u2013109.","DOI":"10.1109\/IC3ECSBHI63591.2025.10991179"},{"key":"10.1016\/j.arr.2026.103217_bib34","doi-asserted-by":"crossref","first-page":"282","DOI":"10.3390\/jpm14030282","article-title":"Patient-Generated Health Data (PGHD): Understanding, requirements, challenges, and existing techniques for data security and privacy","volume":"14","author":"Khatiwada","year":"2024","journal-title":"J. Pers. Med."},{"key":"10.1016\/j.arr.2026.103217_bib35","doi-asserted-by":"crossref","first-page":"932","DOI":"10.1093\/jamia\/ocaf017","article-title":"Digital health equity frameworks and key concepts: a scoping review","volume":"32","author":"Kim","year":"2025","journal-title":"J. Am. Med. Inform. Assoc."},{"key":"10.1016\/j.arr.2026.103217_bib36","doi-asserted-by":"crossref","first-page":"644","DOI":"10.1055\/a-2096-0326","article-title":"The ACTIVATE digital health pilot program for diabetes and hypertension in an underserved and rural community","volume":"14","author":"Kim","year":"2023","journal-title":"Appl. Clin. Inform."},{"key":"10.1016\/j.arr.2026.103217_bib37","doi-asserted-by":"crossref","DOI":"10.2196\/36579","article-title":"Interdisciplinary collaborations in digital health research: mixed methods case study","volume":"9","author":"Krause-J\u00fcttler","year":"2022","journal-title":"JMIR Hum. Factors"},{"key":"10.1016\/j.arr.2026.103217_bib38","doi-asserted-by":"crossref","first-page":"113","DOI":"10.1038\/s41746-024-01105-9","article-title":"Sync fast and solve things-best practices for responsible digital health","volume":"7","author":"Landers","year":"2024","journal-title":"NPJ Digit. Med."},{"key":"10.1016\/j.arr.2026.103217_bib39","doi-asserted-by":"crossref","DOI":"10.1093\/ageing\/afaf159","article-title":"New horizons in advancing lifestyle medicine for older adults utilizing a transdisciplinary approach: gaps and opportunities","volume":"54","author":"Lassell","year":"2025","journal-title":"Age Ageing"},{"key":"10.1016\/j.arr.2026.103217_bib40","doi-asserted-by":"crossref","first-page":"107","DOI":"10.1186\/s12910-023-00988-9","article-title":"Identifying facilitators of and barriers to the adoption of dynamic consent in digital health ecosystems: a scoping review","volume":"24","author":"Lee","year":"2023","journal-title":"BMC Med. Ethics"},{"key":"10.1016\/j.arr.2026.103217_bib41","doi-asserted-by":"crossref","first-page":"3064","DOI":"10.3390\/su16073064","article-title":"Digital twins for supporting ageing well: approaches in current research and innovation in Europe and japan","volume":"16","author":"Lehmann","year":"2024","journal-title":"Sustainability"},{"key":"10.1016\/j.arr.2026.103217_bib42","doi-asserted-by":"crossref","first-page":"345","DOI":"10.1161\/CIRCULATIONAHA.117.032047","article-title":"Impact of healthy lifestyle factors on life expectancies in the US population","volume":"138","author":"Li","year":"2018","journal-title":"Circulation"},{"key":"10.1016\/j.arr.2026.103217_bib43","doi-asserted-by":"crossref","unstructured":"Lindsay S., Jackson D., Schofield G., Olivier P. Engaging older people using participatory design. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. New York, NY, USA: ACM, 2012. https:\/\/doi.org\/10.1145\/2207676.2208570.","DOI":"10.1145\/2207676.2208570"},{"key":"10.1016\/j.arr.2026.103217_bib44","doi-asserted-by":"crossref","DOI":"10.3389\/fmed.2023.1123863","article-title":"The ethical challenges of personalized digital health","volume":"10","author":"Maeckelberghe","year":"2023","journal-title":"Front. Med."},{"key":"10.1016\/j.arr.2026.103217_bib45","doi-asserted-by":"crossref","first-page":"3718","DOI":"10.3390\/ijerph16193718","article-title":"Inclusion of older adults in the research and design of digital technology","volume":"16","author":"Mannheim","year":"2019","journal-title":"Int. J. Environ. Res. Public. Health"},{"key":"10.1016\/j.arr.2026.103217_bib46","doi-asserted-by":"crossref","first-page":"698","DOI":"10.1055\/a-2564-7682","article-title":"Consumer involvement in the co-design of diabetes self-management smartphone apps: a scoping review","volume":"16","author":"Martin","year":"2025","journal-title":"Appl. Clin. Inform."},{"key":"10.1016\/j.arr.2026.103217_bib47","doi-asserted-by":"crossref","DOI":"10.2196\/60562","article-title":"The evolution of patient empowerment and its impact on health care\u2019s future","volume":"27","author":"Mesko","year":"2025","journal-title":"J. Med. Internet Res."},{"key":"10.1016\/j.arr.2026.103217_bib48","doi-asserted-by":"crossref","first-page":"1288","DOI":"10.1186\/s12913-022-08689-6","article-title":"Why do older people not use the public health services of the integrated aging program? A multidimensional approach in a qualitative study","volume":"22","author":"Moghadasi","year":"2022","journal-title":"BMC Health Serv. Res."},{"key":"10.1016\/j.arr.2026.103217_bib49","doi-asserted-by":"crossref","first-page":"3991","DOI":"10.3390\/s25133991","article-title":"A novel cooperative AI-based fall risk prediction model for older adults","volume":"25","author":"Mohan","year":"2025","journal-title":"Sensors"},{"key":"10.1016\/j.arr.2026.103217_bib50","unstructured":"Oral health data portal. \u3008https:\/\/www.who.int\/data\/gho\/data\/themes\/oral-health-data-portal\u3009 (accessed Oct 27, 2025)."},{"key":"10.1016\/j.arr.2026.103217_bib51","doi-asserted-by":"crossref","first-page":"2965","DOI":"10.1080\/10447318.2022.2089812","article-title":"Wellbeing supportive design \u2013 research-based guidelines for supporting psychological wellbeing in user experience","volume":"39","author":"Peters","year":"2023","journal-title":"Int. J. Hum. Comput. Interact."},{"key":"10.1016\/j.arr.2026.103217_bib52","series-title":"Policies, And Plausible Pathways Linking Digital Inclusion And Health Equity","author":"Pillars","year":"2024"},{"key":"10.1016\/j.arr.2026.103217_bib53","doi-asserted-by":"crossref","DOI":"10.3389\/fphys.2025.1649114","article-title":"Mass medicine vs. personalized medicine: from mathematical methods to regulatory implications","volume":"16","author":"Randhawa","year":"2025","journal-title":"Front. Physiol."},{"key":"10.1016\/j.arr.2026.103217_bib54","unstructured":"Regulation - 2016\/679 - EN - gdpr - EUR-Lex. \u3008https:\/\/eur-lex.europa.eu\/eli\/reg\/2016\/679\/oj\u3009 (accessed Nov 12, 2025)."},{"key":"10.1016\/j.arr.2026.103217_bib55","unstructured":"Regulation - EU - 2024\/1689 - EN - EUR-Lex. \u3008https:\/\/eur-lex.europa.eu\/eli\/reg\/2024\/1689\/oj\u3009 (accessed Nov 12, 2025)."},{"key":"10.1016\/j.arr.2026.103217_bib56","article-title":"Age stereotypes: Dimensions, origins, and consequences","volume":"55","author":"Rothermund","year":"2024","journal-title":"Curr. Opin. Psychol."},{"key":"10.1016\/j.arr.2026.103217_bib57","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pone.0248179","article-title":"The contribution of social participation to differences in life expectancy and healthy years among the older population: a comparison between Chile, Costa Rica and Spain","volume":"16","author":"Rueda-Salazar","year":"2021","journal-title":"PLoS. One"},{"key":"10.1016\/j.arr.2026.103217_bib58","doi-asserted-by":"crossref","DOI":"10.3389\/phrs.2025.1607940","article-title":"Are wearables effective in LMICs?","volume":"46","author":"Sachdeva","year":"2025","journal-title":"Public. Health Rev."},{"key":"10.1016\/j.arr.2026.103217_bib59","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1080\/15710880701875068","article-title":"Co-creation and the new landscapes of design","volume":"4","author":"Sanders","year":"2008","journal-title":"CoDesign"},{"key":"10.1016\/j.arr.2026.103217_bib60","doi-asserted-by":"crossref","first-page":"104","DOI":"10.1016\/j.cortex.2018.08.034","article-title":"Golden oldies and silver brains: deficits, preservation, learning, and rehabilitation effects of music in ageing-related neurological disorders","volume":"109","author":"S\u00e4rk\u00e4m\u00f6","year":"2018","journal-title":"Cortex"},{"key":"10.1016\/j.arr.2026.103217_bib61","doi-asserted-by":"crossref","first-page":"6269","DOI":"10.3390\/ijerph20136269","article-title":"Educational concepts of digital competence development for older adults-a scoping review","volume":"20","author":"Schirmer","year":"2023","journal-title":"Int. J. Environ. Res. Public. Health"},{"key":"10.1016\/j.arr.2026.103217_bib62","series-title":"Systemic Design: Theory, Methods, and Practice","author":"Sevaldson","year":"2021"},{"key":"10.1016\/j.arr.2026.103217_bib63","doi-asserted-by":"crossref","DOI":"10.1093\/ageing\/afad219","article-title":"New horizons in artificial intelligence in the healthcare of older people","volume":"52","author":"Shiwani","year":"2023","journal-title":"Age Ageing"},{"key":"10.1016\/j.arr.2026.103217_bib64","doi-asserted-by":"crossref","DOI":"10.2196\/33787","article-title":"From digital health to digital well-being: Systematic scoping review","volume":"24","author":"Smits","year":"2022","journal-title":"J. Med. Internet Res."},{"key":"10.1016\/j.arr.2026.103217_bib65","doi-asserted-by":"crossref","first-page":"535","DOI":"10.1016\/j.arr.2013.01.002","article-title":"Involving people with dementia in the development of supportive IT applications: a systematic review","volume":"12","author":"Span","year":"2013","journal-title":"Ageing Res. Rev."},{"key":"10.1016\/j.arr.2026.103217_bib66","doi-asserted-by":"crossref","unstructured":"Stegner L., Senft E., Mutlu B. Situated participatory design: a method for in situ design of robotic interaction with older adults. arXiv [cs.RO]. 2023. https:\/\/doi.org\/10.48550\/ARXIV.2302.00588.","DOI":"10.1145\/3544548.3580893"},{"key":"10.1016\/j.arr.2026.103217_bib67","series-title":"This is Service Design Doing: Applying Service Design Thinking in the Real World","author":"Stickdorn","year":"2018"},{"key":"10.1016\/j.arr.2026.103217_bib68","doi-asserted-by":"crossref","first-page":"665","DOI":"10.1007\/s00146-022-01553-5","article-title":"AI ageism: a critical roadmap for studying age discrimination and exclusion in digitalized societies","volume":"38","author":"Stypinska","year":"2023","journal-title":"AI Soc."},{"key":"10.1016\/j.arr.2026.103217_bib69","unstructured":"Summary of the HIPAA Privacy Rule. 2008; published online May 7. \u3008https:\/\/www.hhs.gov\/hipaa\/for-professionals\/privacy\/laws-regulations\/index.html\u3009 (accessed Nov 12, 2025)."},{"key":"10.1016\/j.arr.2026.103217_bib70","doi-asserted-by":"crossref","first-page":"18","DOI":"10.1186\/s12911-023-02115-5","article-title":"Interoperability of heterogeneous health information systems: a systematic literature review","volume":"23","author":"Torab-Miandoab","year":"2023","journal-title":"BMC Med. Inform. Decis. Mak."},{"key":"10.1016\/j.arr.2026.103217_bib71","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1080\/03091902.2020.1769758","article-title":"Big data analytics in medical engineering and healthcare: methods, advances and challenges","volume":"44","author":"Wang","year":"2020","journal-title":"J. Med. Eng. Technol."},{"key":"10.1016\/j.arr.2026.103217_bib72","doi-asserted-by":"crossref","DOI":"10.1093\/geront\/gnae079","article-title":"Examining first- and second-level digital divide at the intersection of race\/ethnicity, gender, and socioeconomic status: an analysis of the national health and aging trends study","volume":"64","author":"Wang","year":"2024","journal-title":"Gerontologist"},{"key":"10.1016\/j.arr.2026.103217_bib73","doi-asserted-by":"crossref","first-page":"1027","DOI":"10.1186\/s12877-024-05612-y","article-title":"Digital divide as a determinant of health in the U.S. older adults: prevalence, trends, and risk factors","volume":"24","author":"Yang","year":"2024","journal-title":"BMC Geriatr."},{"key":"10.1016\/j.arr.2026.103217_bib74","doi-asserted-by":"crossref","first-page":"6955","DOI":"10.1038\/s41598-020-63843-6","article-title":"Behavioural risk factors and healthy life expectancy: evidence from two longitudinal studies of ageing in England and the US","volume":"10","author":"Zaninotto","year":"2020","journal-title":"Sci. Rep."}],"container-title":["Ageing Research Reviews"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1568163726002096?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1568163726002096?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2026,8,5]],"date-time":"2026-08-05T22:49:20Z","timestamp":1785970160000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S1568163726002096"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,8]]},"references-count":74,"alternative-id":["S1568163726002096"],"URL":"https:\/\/doi.org\/10.1016\/j.arr.2026.103217","relation":{},"ISSN":["1568-1637"],"issn-type":[{"value":"1568-1637","type":"print"}],"subject":[],"published":{"date-parts":[[2026,8]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Digital technologies for healthy longevity: A policy agenda from the Einstein circle on inclusive, data-driven ageing societies","name":"articletitle","label":"Article Title"},{"value":"Ageing Research Reviews","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.arr.2026.103217","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2026 The Authors. Published by Elsevier B.V.","name":"copyright","label":"Copyright"}],"article-number":"103217"}}