| Literature DB >> 35637447 |
Bastiaan Van Grootven1, Theo van Achterberg2.
Abstract
BACKGROUND: Disability poses a burden for older persons, and is associated with poor outcomes and high societal costs. Prediction models could potentially identify persons who are at risk for disability. An up to date review of such models is missing.Entities:
Keywords: ADL; Aged; Community; Disability; Functional status; Prediction
Mesh:
Year: 2022 PMID: 35637447 PMCID: PMC9150308 DOI: 10.1186/s12877-022-03156-7
Source DB: PubMed Journal: BMC Geriatr ISSN: 1471-2318 Impact factor: 4.070
Fig 1.Flowchart
Study characteristics
| 2018 | Japan | Prospective cohort | Older people walking independently | 79 [76 - 82] | Evaluate factor | 518 | Mobility limitation, 2 | |
| 2018 | Japan | Prospective cohort | Women 75 or older walking independently | 79 [77 - 82] | Evaluate factor | 330 | Mobility limitation, 2 | |
| 2018 | USA | Prospective cohort | 65 or older without dementia or ADL dependence | 74.4 (7.0) | Develop model Validate index | 7388 7388 | ADL dependence, 2, | |
| 2016 | Spain | Prospective cohort | 75 or older without severe dependence | 81.7 (4.6) | Develop model | 252 | IADL or ADL decline, 1 | |
| 2016 | USA | Prospective cohort linked with administrative database | Medicare beneficiaries 65 or older | Develop model | 10057 | ADL dependence, 4 | ||
| 2017 | Canada | Prospective cohort | 65 or older | 78.7 (7.9) | Validate index | 1224 | Disability, 2 | |
| 2012 | USA | Prospective cohort | 65 or older walking independently | 79.4 (4.1) | Evaluate factor | 339 | Mobility limitation, 1 | |
| 2005 | France | Prospective cohort | 75 or older independent in IADL | 79 [76 - 81] | Develop model Validate model | 545 807 | IADL dependence, 7 | |
| 2012 | USA | Prospective cohort | 65 or older independent in ADL | 74.4 (7.2) | Develop model Validate model | 6233 3213 | ADL dependence, 2 | |
| 2015 | USA | Prospective cohort | 65 or older independent in ADL | 74.1 (6.7) | Develop model Validate model | 5332 2763 | ADL dependence, 2 | |
| 2016 | Sweden | Prospective cohort | 85 or older | Evaluate factor | 83 | IADL decline, 5 | ||
| 2006 | USA | Prospective cohort | 70 or older independent in ADL | 76.8 (5.3) | Develop model Validate model | 3245 1994 | ADL dependence, 2 | |
| 2015 | Netherlands | Prospective cohort | 70 or older with and without cancer | 78.1 (5.5) | Validate index | 134 220 | ADL decline, 1 | |
| 2021 | USA | Prospective cohort | 65 or older | 75.4 (6.1) | Develop model | 93 | IADL dependence, 1.5 | |
| 2014 | Ireland | Prospective cohort | 50 or older | 72.8 (6.1) | Evaluate factor | 1664 | ADL dependence, 2 IADL dependence, 2 | |
| 2009 | USA | Prospective cohort | 67 or older men walking independently | 76.4 (5.6) | Validate index | 3132 | IADL dependence, 3.2 | |
| 2015 | USA | Prospective cohort linked with administrative database | 65 or older | Develop model | 6391 | ADL dependence, 4 | ||
| 1997 | USA | Prospective cohort | 72 or older independent in ADL | 78.5 (5.2) | Validate index | 1813 | ADL dependence, 1 | |
| 2012 | Netherlands | Prospective cohort | 75 or older | 80.3 (3.8) | Update index | 479 | Disability, 2 | |
| 2000 | USA | Prospective cohort | 65 or older without disability | Evaluate factor | 6534 | Disability, 1-4 | ||
| 2019 | Belgium | Prospective cohort | 80 or older | 84.7 (3.7) | Validate index | 560 | ADL decline, 1.7 | |
| 2016 | South Korea | Prospective cohort | 60 or older | 72.5 (55) | Evaluate factor | 8000 | IADL decline, 3 | |
| 2010 | Japan | Prospective cohort | 65 or older | 75.5 (5.9) | Validate index | 518 | ADL decline, 1 | |
| 2019 | Germany, United Kingdom, Italy, Netherlands | 4 Prospective cohorts | 65 - 75y at baseline without limitations | 69.7 (3.0) | Develop model Validate model | 2560 2560 | ADL dependence, 3 | |
| 2018 | Italy, Netherlands | 2 Prospective cohorts | 60 - 70y at baseline | 67.5 (2.1) | Develop model | 312 | IADL or ADL decline, 9 | |
| 2020 | Hong Kong | Prospective cohort | 65 or older walking independently | 72.5 (5.3) | Validate index | 1566 | Physical limitations, 4 | |
| 2004 | Taiwan | Prospective cohort | 65 or older | 73.4 | Evaluate factor | 1200 | ADL decline, 1 | |
| 2018 | United States | Prospective cohort | Medicare beneficiaries 65 or older | Develop model Validate model | 12758 8506 | IADL decline, 2 | ||
| 2015 | UK | 2 Prospective cohorts | Older adults without locomotor disability | 61 - 68 | Develop model Validate model | 2377 3194 | Locomotor disability, 7-8 | |
| 2005 | USA | Prospective cohort | Older women with functional disability | 78.7 (8.0) | Evaluate factor | 484 684 | ADL dependence, 3 Mobility limitation, 3 | |
| 2019 | Netherlands | Prospective cohort | 65 or older who are (pre)frail | 76.3 (6.6) | Validate index | 2420 | IADL or ADL decline, 2 | |
| 2017 | UK | Prospective cohort | Men between 71 - 92 | 8.0 (4.4) | Evaluate factor | 1198 | Mobility limitation, 3 | |
| 2015 | International | 7 Prospective cohorts | Older persons | 73.9 (5.3) | Evaluate factor | 27220 | Bathing/dressing dependency, 3 Mobility limitation, 3 | |
| 2020 | Brazil | Prospective cohort | 60 or older | 80 (12) | Validate index | 317 | ADL decline, 1 | |
| 2000 | USA | Prospective cohort | Women 65 or older | 73 | Develop model Validate model | 4421 2211 | IADL decline, 4 | |
| 2013 | Israel | Prospective cohort | 60 or older | 70.9 | Develop model | 982 | Change in mobility, 5 | |
| 2003 | USA | 3 Prospective cohorts | 65 or older | 74.1 (5.7) | Evaluate factor Validate index Develop model | 974 | IADL or ADL decline, 1 | |
| 2014 | Netherlands | Prospective cohort | 70 or older | 76.1 [8.4] | Update index Validate index | 644 2085 | ADL decline, 1 | |
| 2011 | Netherlands | Prospective cohort | 55 or older | > 65 | Develop model | 5027 | Mild disability, 6 | |
| 2017 | Signapore | Prospective cohort | 55 or older independent in ADL | 66.1 (7.6) | Validate index | 2406 | IADL dependence, 2 ADL dependence, 2 | |
| 2017 | USA | Prospective cohort | Women 70 or older | 78.9 (5.1) | Develop model | 256 | Mobility limitation, 0.5 ADL dependence, 0.5 IADL dependence, 0.5 | |
| 2010 | USA | Prospective cohort | 65 or older independent in ADL | 80.3 (7.0) | Evaluate factor | 110 | ADL dependence, 0.5 – 1.5 | |
| 2013 | USA | Secondary analysis of RCT | 65 or older | - | Develop model | 582 | IADL function, 5 |
ADL Activities of Daily Living, IADL Instrumental Activities of Daily Living, a data is reported as mean (standard deviation) or median [interquartile range]; b FU = Follow-up, is reported as number of years.
Fig 2.Risk of bias
Fig 3.Performance of models
Fig 4.Predictors in prognostic models