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Combined physical and cognitive training for older adults with and without cognitive impairment: A systematic review and network meta-analysis of randomized controlled trials
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Abstract
Combining physical exercise with cognitive training is a popular intervention in dementia prevention trials and guidelines. However, it remains unclear what combination strategies are most beneficial for cognitive and physical outcomes. We aimed to compare the efficacy of the three main types of combination strategies (simultaneous, sequential or exergaming) to either intervention alone or control in older adults. Randomized controlled trials of combined cognitive and physical training were included in multivariate and network meta-analyses. In cognitively healthy older adults and mild cognitive impairment, the effect of any combined intervention relative to control was small and statistically significant for overall cognitive (k = 41, Hedges' g = 0.22, 95 % CI 0.14 to 0.30) and physical function (k = 32, g = 0.25, 95 % CI 0.13 to 0.37). Simultaneous training was the most efficacious approach for cognition, followed by sequential combinations and cognitive training alone, and significantly better than physical exercise. For physical outcomes, simultaneous and sequential training showed comparable efficacy as exercise alone and significantly exceeded all other control conditions. Exergaming ranked low for both outcomes. Our findings suggest that simultaneously and sequentially combined interventions are efficacious for promoting cognitive alongside physical health in older adults, and therefore should be preferred over implementation of single-domain training.
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“The Cattell-Horn-Carroll-Miyake Model of Cognition for Clinical Assessment22 was used to categorise the tests.”
From Effectiveness of exercise for improving cognition, memory and executive function: a systematic umbrella review and meta-meta-analysis (2025) · cites this paper as [22]
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1 retracted
Dementia prevention, intervention, and care: 2020 report of the Lancet Commission
Livingston, G., Huntley, J., Sommerlad, A., Ames, D., Ballard, C., Banerjee, S., Brayne, C., Burns, A., Cohen-Mansfield, J., Cooper, C., et al. (2020) · The Lancet · doi:10.1016/s0140-6736(20)30367-6 · Cited by 10,430
RetractedBias in meta-analysis detected by a simple, graphical test
Egger, M., Smith, G. D., Schneider, M., & Minder, C. (1997) · BMJ · doi:10.1136/bmj.315.7109.629 · Cited by 56,722
RoB 2: a revised tool for assessing risk of bias in randomised trials
Sterne, J. A. C., Savović, J., Page, M. J., Elbers, R. G., Blencowe, N. S., Boutron, I., Cates, C. J., Cheng, H.-Y., Corbett, M. S., Eldridge, S. M., et al. (2019) · BMJ · doi:10.1136/bmj.l4898 · Cited by 34,787
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) · PLoS Medicine · doi:10.1371/journal.pmed.1000100 · Cited by 28,164
Hutton, B., Salanti, G., Caldwell, D. M., Chaimani, A., Schmid, C. H., Cameron, C., Ioannidis, J. P. A., Straus, S., Thorlund, K., Jansen, J. P., et al. (2015) · Annals of Internal Medicine · doi:10.7326/m14-2385 · Cited by 8,269
Sterne, J. A. C., Sutton, A. J., Ioannidis, J. P. A., Terrin, N., Jones, D. R., Lau, J., Carpenter, J., Rucker, G., Harbord, R. M., Schmid, C. H., et al. (2011) · BMJ · doi:10.1136/bmj.d4002 · Cited by 7,709
Dementia prevention, intervention, and care
Livingston, G., Sommerlad, A., Orgeta, V., Costafreda, S. G., Huntley, J., Ames, D., Ballard, C., Banerjee, S., Burns, A., Cohen-Mansfield, J., et al. (2017) · The Lancet · doi:10.1016/s0140-6736(17)31363-6 · Cited by 6,072
Ngandu, T., Lehtisalo, J., Solomon, A., Levälahti, E., Ahtiluoto, S., Antikainen, R., Bäckman, L., Hänninen, T., Jula, A., Laatikainen, T., et al. (2015) · The Lancet · doi:10.1016/s0140-6736(15)60461-5 · Cited by 3,689
Interpretation of random effects meta-analyses
Riley, R. D., Higgins, J. P. T., & Deeks, J. J. (2011) · BMJ · doi:10.1136/bmj.d549 · Cited by 2,884
Cited by
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Items 301–371 of 371
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张, 国. (2025) · Journal of Clinical Personalized Medicine · doi:10.12677/jcpm.2025.44436
Raj, J. A., Patra, R. C., Kavitha, S. A., Subramanyam, V., Himabindu, K., Kusuma, K., & Krishna, M. L. R. (2025) · F1000Research · doi:10.12688/f1000research.162466.2
Rosado, H., Bravo, J., Raimundo, A. M. D. M., Carvalho, J., & Pereira, C. L. N. (2025) · Medicina · doi:10.3390/medicina61091584 · Cited by 1
Hallin, J., Arola, A., Domellöf, M., Zingmark, M., Taylor, M., Sandlund, M., & Toots, A. (2025) · BMC Geriatrics · doi:10.1186/s12877-025-06522-3
Methods for a fully online automated cognitive training study on Prolific
Joëssel, F., Denkinger, S., Joessel, P.-E., Green, C. S., & Bavelier, D. (2025) · Acta Psychologica · doi:10.1016/j.actpsy.2025.105704
Functional Independence and Quality of Life in the Aging Process of People with Special Needs
Pinto, M., & Pinheira, V. M. B. (2025) · Lecture notes in bioengineering · doi:10.1007/978-3-031-77282-5_21
Bujnowska–Fedak, M. M., Sobieski, M., Pałys, M., & Waligóra, J. (2025) · Research Square · doi:10.21203/rs.3.rs-7830163/v1
Physical Activity, Cognitive Function, and Learning Processes: The Role of Environmental Context
Latino, F., Tafuri, G., Amato, G., & Romano, G. (2025) · Behavioral Sciences · doi:10.3390/bs15121630
Shin, Y.-C., Han, M.-I., Choi, M.-R., Park, K., Sung, N., Kim, S.-Y., Kim, S.-Y., & Kang, T.-W. (2025) · 신경정신의학 · doi:10.4306/jknpa.2025.64.4.324
Chen, J., Zhang, X., Kabachkova, A. V., Yuan, Q., & Xiao, W. (2025) · Neurological Sciences · doi:10.1007/s10072-025-08731-5
Pike, A., Northey, J. M., Paterson, C. C., Speer, H., Martin, K., Cherbuin, N., Lampit, A., McRoberts, G., Pranavan, G., & Rattray, B. (2025) · medRxiv · doi:10.64898/2025.12.16.25342320
Self-citationLim, M. L., Zammit, C., Lewis, E., Ee, N., Maiden, G., Goldwater, M. B., Kimonis, E. R., Kenning, G., Rockwood, K. J., Fitzgerald, A., et al. (2024) · Figshare · doi:10.6084/m9.figshare.25264274
Chen, W., Leuk, J. S.-P., Wu, Y., Huang, N., & Teo, W.-P. (2024) · Figshare · doi:10.6084/m9.figshare.26944329
Lim, M. L., Zammit, C., Lewis, E., Ee, N., Maiden, G., Goldwater, M. B., Kimonis, E. R., Kenning, G., Rockwood, K. J., Fitzgerald, A., et al. (2024) · Figshare · doi:10.6084/m9.figshare.25264423
Rashid, N. A., & Zahidin, Z. A. M. (2025) · INTERNATIONAL JOURNAL OF CARE SCHOLARS · doi:10.31436/ijcs.v8i3.440
Li, D., Zhou, M., & Song, X. (2025) · PLoS ONE · doi:10.1371/journal.pone.0340216
Fränzel, K., Koschate, J., Freiberger, E., Shigematsu, R., Zieschang, T., & Tietgen, S. (2026) · PLoS ONE · doi:10.1371/journal.pone.0338695
Godard, J., Chartier, C., Besnard, J., Allain, P., Humeau‐Heurtier, A., & Durand, S. (2026) · Peer Community Journal · doi:10.24072/pcjournal.676
Ilardi, D. L., Zaidi, A. N., Calderon, J., Choi, J. J., Kasparian, N. A., Pike, N. A., Plotkin, D., Smorra, C., Woodhouse, K., Gurvitz, M. Z., et al. (2026) · Journal of the American Heart Association · doi:10.1161/jaha.125.042921
Bian, D., Zhang, J., Yu, C., Han, X., Lu, P., Gong, W., Fang, F., Wang, L., Li, X., Shi, C., et al. (2026) · npj Dementia · doi:10.1038/s44400-025-00052-w
Kustila, E., Roring, L. A., & Hamda, M. E. (2025) · Jurnal Abmas · doi:10.17509/abmas.v25i2.90893
Xing, S., Yuan, Y., Ren, P., Chen, Z., & Fu, Y. (2026) · Behavioural Brain Research · doi:10.1016/j.bbr.2026.116078
Fu, J., & Yu, Y.-T. (2026) · Frontiers in Sports and Active Living · doi:10.3389/fspor.2026.1691379
Kawadler, J. M., Vassilev, P., Bunyan, M., Barnett, J., & Koychev, I. G. (2026) · Research Square · doi:10.21203/rs.3.rs-8885992/v1
Alves, M. R., Rodrigues, A. C. D. M. A., Tinini, R., Rodrigues, V. D., Leão, L. L., Machado, F. S. M., Santos, S. H. S., Oliva, H. N. P., & Monteiro-Júnior, R. S. (2026) · CNS & Neurological Disorders - Drug Targets · doi:10.2174/0118715273412249251201232228
Stamer, S., Lipska‐Dieck, A., Luft, M., Reif, K. P., Koch, S. C., Mauer, R., Klimecki, O., & Wirth, M. (2026) · Alzheimer s & Dementia Behavior & Socioeconomics of Aging · doi:10.1002/bsa3.70071
Bardopoulou, M., Chryssanthopοulos, C., Cherouveim, E. D., Tzeravini, E., Stanitsa, E., Koustimpi, M., Chatzinikita, E., Patsaki, I., Poulos, S., Papatriantafyllou, J. D., et al. (2026) · Brain Sciences · doi:10.3390/brainsci16030342
Zhang, Y., Fu, M., Wu, X., Wen, M., Cao, J., Sun, H., Li, Y., Wang, Z., & Liu, J. (2026) · Aging & Mental Health · doi:10.1080/13607863.2026.2642778
Leung, S.-L., & Kwok, T. C. Y. (2026) · American Journal of Alzheimer s Disease & Other Dementias® · doi:10.1177/15333175261437655
Glatt, R. M., Bettencourt, J. A., Kirk, D., Paul, S., Miller, K. J., & Siddarth, P. (2026) · Frontiers in Psychology · doi:10.3389/fpsyg.2026.1767634
Non‐Pharmacological Interventions for Cognitive Impairment After Intensive Care: A Scoping Review
Wang, Y., Tian, Y., Luo, Y., Diao, L., Liu, C., & Mi, J. (2026) · Nursing in Critical Care · doi:10.1111/nicc.70423
VRN-Back: An Immersive Music Rhythm Game for Working Memory Training in Virtual Reality
Jiang, H., Luo, L., Guo, J., Liu, Z., Zhu, W., Weng, D., Song, W., & Duh, H. B. (2026) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2026.3680633
Cognitive-motor interactions in older adults : characterization, evaluation, and training
Torre, M. M. (2022) · theses.fr (ABES) · doi:10.70675/8879b56bzf711z43b8za745ze134466eae40
Li, M., Fu, H., & Zonghua, W. (2026) · Research Square · doi:10.21203/rs.3.rs-9170544/v1
Patra, R. C., Raj, J. A., & Yashudas, A. (2026) · Journal of Education and Health Promotion · doi:10.4103/jehp.jehp_1068_25
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Buschert, V. C., Semler, E., & Diemer, J. (2026) · Springer Reference Medizin · doi:10.1007/978-3-642-45028-0_39-2
Shin, S., Lim, I., Baik, H., Park, E., Hong, J. M., Kim, J. M., & Kim, M. (2026) · BMC Geriatrics · doi:10.1186/s12877-026-07655-9
Guan, W. J., Li, C., & Bu, T. (2026) · Clinical Interventions in Aging · doi:10.2147/cia.s594798
Li, Y., & Zhang, L. (2026) · Topics in Stroke Rehabilitation · doi:10.1080/10749357.2026.2677641
Restoration of circadian rhythm as novel targets against sarcopenia
Wang, T., & Hong, Z. (2026) · Chinese Medical Journal · doi:10.1097/cm9.0000000000004087
Hotterbeex, P., Cardon, G., Latomme, J., Beeckman, M., CHASTIN, S. F. M., & van Uffelen, J. G. Z. (2026) · Applied Psychology Health and Well-Being · doi:10.1111/aphw.70162
Akalp, K., Besikci, H., Mateus, A. R., Rama, L. M. P. L., Ferreira, J. P., Ribeiro, M. J., & Teixeira, A. M. (2026) · Frontiers in Aging · doi:10.3389/fragi.2026.1819235
Application of gamified interventions in children with type 1 diabetes: a scoping review
Guan, Y., Xie, J., Wang, F., Ouyang, Y., Tian, J., Wang, Q., & Guo, H. (2026) · BMC Pediatrics · doi:10.1186/s12887-026-07142-5
Attoh-Mensah, E., Pouilloux, G., Giannouli, E., Langeard, A., Billot, M., & Perrochon, A. (2026) · Journal of the American Medical Directors Association · doi:10.1016/j.jamda.2026.106305
Dual-Platform Digital Intervention for Cognitive Training and Social Participation in Older Adults
Zhao, S., & Yang, L. (2026) · Journal of Visualized Experiments · doi:10.3791/70919
Lin, I.-C., Chen, J. H., & Huang, Y. N. (2026) · Lecture notes in computer science · doi:10.1007/978-3-032-30414-8_15
Hu, Q., Sun, S., Zhu, J., Zhong, X., Dai, S., & Jiang, C. (2026) · Journal of Medical Internet Research · doi:10.2196/92764
Sanabria, D., Ciria, L. F., Holgado, D., Bartos̆, F., Luque‐Casado, A., Fernández‐del‐Olmo, M., Perakakis, P., & Román-Caballero, R. (2026) · Journal of science and medicine in sport · doi:10.1016/j.jsams.2026.07.003
Li, Z., Qin, R., Lv, J., Miao, B., Gong, L., Song, C., Sun, Y., Liu, W., & Chen, L. (2026) · Journal of the American Medical Directors Association · doi:10.1016/j.jamda.2026.106378
Pike, A., Northey, J. M., Paterson, C. C., Speer, H., Martin, K., Cherbuin, N., Lampit, A., McRoberts, G., Pranavan, G., & Rattray, B. (2026) · Frontiers in Medicine · doi:10.3389/fmed.2026.1867637
Self-citationLin, R., Freer, E., Robinson, L. M., Koopman, N. T., Su, J. J., & Heffner, K. L. (2026) · Geriatric Nursing · doi:10.1016/j.gerinurse.2026.104188
Zhou, H., Sun, Y., Guo, Y.-Z.-Y., Guo, F., Li, S., Wang, Y., Zhou, X., Mu, F.-Q., Qiao, Y., Liu, M., et al. (2026) · American Journal of Geriatric Psychiatry · doi:10.1016/j.jagp.2026.07.017
Kelly, C. Y. Y., Xinyue, W., & Wai, A. A. P. (2026) · Proceedings in Technology Transfer · doi:10.1007/978-981-95-9630-0_8
The effects of forest bathing on the cognition and mental health of Malaysian senior citizens
Yap, J., Lin, M., & Chia, Y. C. (2026) · Trees Forests and People · doi:10.1016/j.tfp.2026.101446
Rachanioti, E., Magkavila, D., Fragkomichelaki, O., Dinou, M., Katsadima, E., Foti, T., Tzalla, A., Dougali, A., Bourmpou, C., Staikopoulou, M., et al. (2026) · Frontiers in Psychology · doi:10.3389/fpsyg.2026.1891008
Tiga-Loza, D. C., Urrea-Vega, E. A., Rivera-Carvajal, R., Álvarez-Anaya, W. A., Buitrago-Buitrago, J. A., Hernández-Martínez, A. M., & Camacho-López, P. (2026) · BMC Geriatrics · doi:10.1186/s12877-026-07933-6
Carvalho, N., Llamas‐Ramos, R., & Llamas‐Ramos, I. (2026) · Journal of Clinical Medicine · doi:10.3390/jcm15166327
Reporting Randomised Trials of Physical Exercise or Training Interventions in Older Adults
Wollesen, B., Asuako, P. A. G., Herden, M., Giannaki, C. D., Langeard, A., Lamberti, N., Mack, M., Audiffren, M. F., Netz, Y., & Voelcker‐Rehage, C. (2026) · physioscience · doi:10.1055/a-2820-8550
Chang, Y., Wang, C., Ho, H.-H., Chu, I., Kuwamizu, R., Chang, Y., & Chen, F. (2026) · Mental health and physical activity · doi:10.1016/j.mhpa.2026.100816
Maladie d'Alzheimer (programme d'exercices)
Turpaud, M. (2023) · Revue Wikimedica · doi:10.64963/wcei8220
Liang, Z., Tantirattanakulchai, P., & Hounnaklang, N. (2026) · Journal of Health Research · doi:10.56808/2586-940x.1216
Cui, T., Han, X., Yao, Q., Xu, C., Shan, A., Wang, X., Li, S., Luan, H., Wen, B., Chen, R., et al. (2026) · Journal of Alzheimer s Disease · doi:10.1177/13872877261485496
Choi, H., Shin, J., Kim, J. H., Lee, B.-K., Lee, S.-K., Ahn, M., & Kim, Y. J. (2026) · Digital Health · doi:10.1177/20552076261480623
Hernández‐Gamboa, R., Zou, J., Oh, J., Dimri, V., Seo, Y. (., Lien, R., Balbim, G. M., Silva, N. C. B. S., Lampit, A., Falck, R. S., et al. (2026) · British Journal of Sports Medicine · doi:10.1136/bjsports-2026-111684
Self-citationManser, P., Rosio, M., Schmidt, A., Michels, L., & de Bruin, E. D. (2026) · GeroScience · doi:10.1007/s11357-026-02540-0
Chang, C., Chu, C.-L., Kuo, Y.-L., Chueh, T., & Hung, T. (2026) · Frontiers in Psychology · doi:10.3389/fpsyg.2026.1879513
A Mobile Dual-Task Exergame for Healthy Ageing Featuring Pose Tracking and Digital Coaching
Bove, F., Giachetti, B., Angelini, L., Olmo, G., & Mugellini, E. (2026) · International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI) · doi:10.1145/3821581.3833118
Falk, J., Sörman, D. E., Strandkvist, V. J., Vikman, I., Neely, A. S., Röijezon, U., & Röijezon, U. (2026) · Experimental Gerontology · doi:10.1016/j.exger.2026.113362
Chen, Y.-C., Li, Y.-C., Hong, R.-B., Shih, Y.-C., & Chang, J. (2026) · Healthcare · doi:10.3390/healthcare14203512
Chen, H., Qiu, D., Zhao, Y., Li, J., Wang, J., Zhang, B., & Li, P. (2026) · Research Square · doi:10.21203/rs.3.rs-11253155/v1
Metadata
- Authors
- Gavelin, H. M., Dong, C., Minkov, R., Bahar-Fuchs, A., Ellis, K. A., Lautenschlager, N. T., Mellow, M. L., Wade, A. T., Smith, A. E., Finke, C., Krohn, S., & Lampit, A.
- Affiliations
- The University of Melbourne (AU)
- University of South Australia (AU)
- Humboldt-Universität zu Berlin (DE)
- Corresponding author
- Lampit, Amit
- ORCID
- Venue
- Ageing Research Reviews
- Publisher
- Elsevier BV
- Published
- 2021-03
- Volume
- 66
- Pages
- 101232
- ISSN
- 1568-1637 (ISSN-L)
- OpenAlex
- W3108507079
- Cited by
- 371
- References
- 104
- Citations by year
- 2026: 68 · 2025: 83 · 2024: 74 · 2023: 62 · 2022: 62 · 2021: 22
- FWCI
- 6.04
- Type
- journal article
- Language
- en
- Open access
- green
- doi.org
- Licence
- Locations
- Ageing Research Reviews (publishedVersion)
- medRxiv (acceptedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- UniSA Research Outputs Repository (University of South Australia) (submittedVersion)
- Adelaide Research & Scholarship (AR&S) (University of Adelaide) (submittedVersion, other-oa)
- Figshare (submittedVersion, cc-by)
- Funders
- University of Melbourne
- National Health and Medical Research Council (GNT1171313)
- Topics
- Health Sciences › Medicine › Psychiatry and Mental health › Dementia and Cognitive Impairment Research
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Physical Activity and Health
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Functions and Memory
- Keywords
- older adults, mild cognitive impairment, dementia prevention, simultaneous training, sequential training, exergames, physical activity, cognitive training, physical function, cognitive function
- MeSH terms
- Network Meta-Analysis, Aged, Cognition, Cognition Disorders, Humans, Randomized Controlled Trials as Topic, Cognitive Dysfunction
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