Rodrigues F, Domingos C, Monteiro D, Morouço P. A review on aging, sarcopenia, falls, and resistance training in community-dwelling older adults. Int J Environ Res Public Health. 2022;19(2):874. https://doi.org/10.3390/ijerph19020874.
World Health Organization. Step safely: strategies for preventing and managing falls across the life-course. World Health Organization; 2021.
Eckstrom E, Neukam S, Kalin L, Wright J. Physical activity and healthy aging. Clin Geriatr Med. 2020;36(4):671–83. https://doi.org/10.1016/j.cger.2020.06.009.
Stillman CM, Esteban-Cornejo I, Brown B, Bender CM, Erickson KI. Effects of exercise on brain and cognition across age groups and health states. Trends Neurosci. 2020;43(7):533–43. https://doi.org/10.1016/j.tins.2020.04.010.
Najar J, Östling S, Gudmundsson P, Sundh V, Johansson L, Kern S, Guo X, Hällström T, Skoog I. Cognitive and physical activity and dementia. Neurology. 2019;92(12):e1322–30. https://doi.org/10.1212/wnl.0000000000007021.
Lin YH, Chen YC, Tseng YC, Tsai ST, Tseng YH. Physical activity and successful aging among middle-aged and older adults: a systematic review and meta-analysis of cohort studies. Aging. 2020;12(9):7704–16. https://doi.org/10.18632/aging.103057.
Carta MG, Cossu G, Pintus E, Zaccheddu R, Callia O, Conti G, et al. Moderate exercise improves cognitive function in healthy elderly people: results of a randomized controlled trial. Clin Pract Epidemiol Ment Health. 2021;17(1):75–80. https://doi.org/10.2174/1745017902117010075.
Ten Brinke LF, Best JR, Chan JLC, Ghag C, Erickson KI, Handy TC, Liu-Ambrose T. The effects of computerized cognitive training with and without physical exercise on cognitive function in older adults: an 8-week randomized controlled trial. Journals Gerontol - Ser Biol Sci Med Sci. 2020;75(4):755–63. https://doi.org/10.1093/gerona/glz115.
Komulainen P, Tuomilehto J, Savonen K, Männikkö R, Hassinen M, Lakka TA, Hänninen T, Kiviniemi V, Jacobs DR, Kivipelto M, Rauramaa R. Exercise, diet, and cognition in a 4-year randomized controlled trial: Dose-Responses to exercise training (DR’s EXTRA). Am J Clin Nutr. 2021;113(6):1428–39. https://doi.org/10.1093/ajcn/nqab018.
Sokołowski DR, Hansen TI, Rise HH, Reitlo LS, Wisløff U, Stensvold D, Håberg AK. 5 years of exercise intervention did not benefit cognition compared to the physical activity guidelines in older adults, but higher cardiorespiratory fitness did. A generation 100 substudy. Front Aging Neurosci. 2021;13:742587. https://doi.org/10.3389/fnagi.2021.742587.
Tarumi T, Patel NR, Tomoto T, Pasha E, Khan AM, Kostroske K, et al. Aerobic exercise training and neurocognitive function in cognitively normal older adults: a one-year randomized controlled trial. J Intern Med. 2022;292(5):788–803. https://doi.org/10.1111/joim.13534.
Zotcheva E, Håberg AK, Wisløff U, Salvesen Ø, Selbæk G, Stensvold D, et al. Effects of 5 years aerobic exercise on cognition in older adults: the generation 100 study: a randomized controlled trial. Sports Med. 2022;52(7):1689–99. https://doi.org/10.1007/s40279-021-01608-5.
Choi BCK, Pak AWP, Choi JCL, Choi ECL. Daily step goal of 10,000 steps: a literature review. Clin Invest Med. 2007. https://doi.org/10.25011/cim.v30i3.1083.
Okely AD, Kontsevaya A, Ng J, Abdeta C. 2020 WHO guidelines on physical activity and sedentary behavior. Sports Med Health Sci. 2021;3(2):115–8. https://doi.org/10.1016/j.smhs.2021.05.001.
Del Pozo Cruz B, Ahmadi M, Naismith SL, Stamatakis E. Association of daily step count and intensity with incident dementia in 78430 adults living in the UK. JAMA Neurol. 2022;79(10):1059–63. https://doi.org/10.1001/jamaneurol.2022.2672.
Ahmadi MN, Rezende LFM, Ferrari G, Del Pozo Cruz B, Lee IM, Stamatakis E. Do the associations of daily steps with mortality and incident cardiovascular disease differ by sedentary time levels? A device-based cohort study. Br J Sports Med. 2024;58(5):261–8. https://doi.org/10.1136/bjsports-2023-107221.
Ballin M, Nordström P, Niklasson J, Alamäki A, Condell J, Tedesco S, Nordström A. Daily step count and incident diabetes in community-dwelling 70-year-olds: a prospective cohort study. BMC Public Health. 2020;20(1):1830. https://doi.org/10.1186/s12889-020-09929-2.
Hansen BH, Dalene KE, Ekelund U, Wang Fagerland M, Kolle E, Steene-Johannessen J, Tarp J, Alfred Anderssen S. Step by step: association of device-measured daily steps with all-cause mortality—A prospective cohort study. Scand J Med Sci Sports. 2020;30(9):1705–11. https://doi.org/10.1111/sms.13726.
Xu Z, Zahradka N, Ip S, Koneshloo A, Roemmich RT, Sehgal S, et al. Evaluation of physical health status beyond daily step count using a wearable activity sensor. NPJ Digit Med. 2022;5(1):164. https://doi.org/10.1038/s41746-022-00696-5.
Lee IM, Shiroma EJ, Kamada M, Bassett DR, Matthews CE, Buring JE. Association of step volume and intensity with all-cause mortality in older women. JAMA Intern Med. 2019;179(8):1105–12. https://doi.org/10.1001/jamainternmed.2019.0899.
Paluch AE, Bajpai S, Bassett DR, Carnethon MR, Ekelund U, Evenson KR, Galuska DA, Jefferis BJ, Kraus WE, Lee IM, Matthews CE, Omura JD, Patel AV, Pieper CF, Rees-Punia E, Dallmeier D, Klenk J, Whincup PH, Dooley EE, Pettee Gabriel K, Palta P, Pompeii LA, Chernofsky A, Larson MG, Vasan RS, Spartano N, Ballin M, Nordström P, Nordström A, Anderssen SA, Hansen BH, Cochrane JA, Dwyer T, Wang J, Ferrucci L, Liu F, Schrack J, Urbanek J, Saint-Maurice PF, Yamamoto N, Yoshitake Y, Newton RL, Yang S, Shiroma EJ, Fulton JE. Daily steps and all-cause mortality: a meta-analysis of 15 international cohorts. Lancet Public Health. 2022;7(3):E219–28. https://doi.org/10.1016/S2468-2667(21)00302-9.
Saint-Maurice PF, Troiano RP, Bassett DR, Graubard BI, Carlson SA, Shiroma EJ, Fulton JE, Matthews CE. Association of daily step count and step intensity with mortality among US adults. JAMA - J Am Med Association. 2020;323(12):1151–60. https://doi.org/10.1001/jama.2020.1382.
Sanders E, Boot W. Usability of the smartwatch as a reminder aid for older adults with diverse cognitive abilities. Innov Aging. 2023;7(Supplement1):680. https://doi.org/10.1093/geroni/igad104.2209.
Correia L, Fuentes D, Ribeiro J, Costa N, Reis A, Rabadão C, et al. Usability of smartbands by the elderly population in the context of ambient assisted living applications. Electronics. 2021;10(14):1617. https://doi.org/10.3390/electronics10141617.
Sullivan AN, Lachman ME. Behavior change with fitness technology in sedentary adults: A review of the evidence for increasing physical activity. Front Public Health. 2017;4. https://doi.org/10.3389/FPUBH.2016.00289.
Wang F, Orpana HM, Morrison H, De Groh M, Dai S, Luo W. Long-term association between leisure-time physical activity and changes in happiness: analysis of the prospective national population health survey. Am J Epidemiol. 2012;176(12):1095–100. https://doi.org/10.1093/aje/kws199.
Inada Y, Tohda C. Causal relationships between daily physical activity, physical function, and cognitive function ultimately leading to happiness. Int J Environ Res Public Health. 2023;20(4):3016. https://doi.org/10.3390/ijerph20043016.
Groessl EJ, Kaplan RM, Rejeski WJ, Katula JA, Glynn NW, King AC, Anton SD, Walkup M, Lu CJ, Reid K, Spring B, Pahor M. Physical activity and performance impact Long-term quality of life in older adults at risk for major mobility disability. Am J Prev Med Elsevier. 2019;56(1):141–6. PMID:30573142.
Lorusso L, Mosmondor M, Grguric A, Toccafondi L, D’Onofrio G, Russo S, Lampe J, Pihl T, Mayer N, Vignani G, Lesterpt I, Vaamonde L, Giuliani F, Bonaccorsi M, La Viola C, Rovini E, Cavallo F, Fiorini L. Design and evaluation of personalized services to foster active aging: the experience of technology pre-validation in italian pilots. Sensors. 2023;23(2):797.
D’Onofrio G, Fiorini L, Toccafondi L, Rovini E, Russo S, Ciccone F, Giuliani F, Sancarlo D, Cavallo F. Pilots for healthy and active ageing (PHArA-ON) project: Definition of new technological solutions for older people in italian pilot sites based on elicited user needs. Sensors. 2022;22(1):163.
Fiorini L, Pani J, Rovini E, Delgado M-VB, Pérez-Martos S, Russo S, Lorusso L, Iannacone G, D’Onofrio G, Giuliani F, Toccafondi L, Vignani G, Cavallo F. Investigating the impact of sociodemographic factors on training efficacy and its correlation with technology usability in older adults: Lessons learned in Italian and Murcian pilots. Int J Med Inform. 2025;202:105973. https://doi.org/10.1016/j.ijmedinf.2025.105973.
van Reenen M, Oppe M. EQ-5D-3L user guide: basic information on how to use the EQ-5D-3L instrument. EuroQol Research Foundation. 2015. Available from: https://euroqol.org/wp-content/uploads/2023/11/EQ-5D-3LUserguide-23-07.pdf [accessed Jan 28, 2025].
Folstein MF, Folstein SE, McHugh PR. Mini-mental state. A practical method for grading the cognitive state of patients for the clinician. J Psychiatr Res. 1975;12(3):189–98. PMID:1202204.
Dubois B, Slachevsky A, Litvan I, Pillon B. The FAB: a frontal assessment battery at bedside. Neurology. 2000;55(11):1621–6. https://doi.org/10.1212/WNL.55.11.1621.
R Core Team. R: A language and Environment for statistical computing [Computer software]. Vienna, Austria. 2024. Available from: http://www.R-project.org/. [accessed Nov 3, 2023].
Bates D, Mächler M, Bolker BM, Walker SC. Fitting linear mixed-effects models using lme4. J Stat Softw. 2015;67(1):1–48. https://doi.org/10.18637/jss.v067.i01.
Lenth RV, Bolker B, Buerkner P, Giné-Vázquez L, Herve M, Jung M, Love J, Miguez F, Riebl H, Singmann H. Package emmeans. Am Stat 2023;34(4).
Pereira CLN, Vogelaere P, Baptista F. Role of physical activity in the prevention of falls and their consequences in the elderly. Eur Rev Aging Phys Act. 2008;5(1):51–8. https://doi.org/10.1007/s11556-008-0031-8.
Taylor L, Whittington F, Hollingsworth C, Ball M, King S, Patterson V, Diwan S, Rosenbloom C, Neel A. Assessing the effectiveness of a walking program on physical function of residents living in an assisted living facility. J Community Health Nurs. 2003;20(1):15–26. https://doi.org/10.1207/S15327655JCHN2001_02.
Leale I, Giustino V, Brusa J, Barcellona M, Barbagallo M, Palma A, Messina G, Dominguez LJ, Battaglia G. Effectiveness of a sustainable training program combining supervised outdoor exercise with telecoaching on physical performance in elderly people. Sustainability. 2024;16(8):3254. https://doi.org/10.3390/su16083254.
López-Martí AM, de Haro Padilla I, López-Téllez A, Romero JG. Physical activity, physical condition and quality of life in older adults. Systematic review. Arch De Med Del Deporte. 2022;39(3):168–76. https://doi.org/10.18176/archmeddeporte.00088.
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