Gait Speed Modifies Efficacy of Home-Based Exercise for Falls in Older Adults With a Previous Fall: Secondary Analysis of a Randomized Controlled Trial
Bibliographic record
Abstract
OBJECTIVE: Exercise is an evidence-based strategy for preventing falls. However, its efficacy may vary based on individual characteristics, like gait speed. This study examined whether baseline gait speed modified the effects of home-based exercise on subsequent falls among older adults. METHODS: This is a secondary analysis of a 12-month, randomized controlled trial in community-dwelling adults who were ≥70 years old and who had fallen within the previous 12 months. Participants were randomized to either 12 months of home-based exercise (n = 172) or standard of care (n = 172). This study examined intervention effects on fall rates at 6 and 12 months stratified by baseline gait speed (slow [<0.80 m/s] or normal [≥0.80 m/s]) using negative binomial regressions. Baseline gait speed was investigated as a potential modifier of the intervention effects on mobility and cognitive function using linear mixed modeling. RESULTS: At baseline, 134 participants had slow (exercise = 70; standard of care = 64) and 210 had normal (exercise = 102; standard of care = 108) gait speeds. For participants with slow gait speed, exercise reduced fall rates by 44% at 6 months (incidence rate ratio = 0.56; 95% CI [confidence interval] = 0.33-0.95) but not at 12 months (incidence rate ratio = 0.63; 95% CI = 0.38-1.03) compared with standard of care; for participants with normal gait speed, there was no significant effect of exercise on fall rates at 6 or 12 months. Gait speed modified intervention effects; in the exercise group, participants with slow gait showed significant improvements in the Timed "Up & Go" Test at 6 months (estimated mean difference = -4.05; 95% CI = -6.82 to -1.27) and the Digit Symbol Substitution Test at 12 months (estimated mean difference = 2.51; 95% CI = 0.81-4.21). CONCLUSION: Older adults with slow gait speed had a reduction in subsequent falls in response to exercise at 6 months. Gait speed modified the effects of exercise on mobility and cognition. IMPACT: Older adults with slow gait speed may be a target population for exercise-based fall prevention.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.004 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".