Effect Of Occupational therapy Training On Balance and Cognitive In Older Adults with Mild Cognitive Impairment
Bibliographic record
Abstract
Background: Older adults with MCI are at an increased risk of falls and other mobility issues due toimpaired cognitive function, which can affect balance and gait. As the population ages, findingeffective interventions to mitigate these risks and improve quality of life is crucial. Occupationaltherapy has been recognized as a beneficial approach to enhance both cognitive and physicalfunctionsinvarious populations,includingolderadults. Studydesign: Randomizedcontrolledtrial Aim: To assess the impact of occupational therapy training on balance and cognition in older adultswithmildcognitiveimpairment. Objective:Toevaluateoutcomeofoccupationaltherapytrainingonbalanceand cognitioninolderadultswithmildcognitiveimpairment. Participants: The participants were recruited on the basis of exclusion and inclusion criteria. Theparticipantsweredividedintwogroup controlgroup andexperimentalgroup20participantsineachgrouptotal40participants were includedinthestudy. Methods:A randomized control trial was conducted on 40 patients with mild cognitive impairment(MCI) at AGAN OLD AGE HOME, Noida. The total sample was randomly divided into two equalgroups. Experimental group (N = 20) and a control group (N = 20). The control group was provideddual task training and the experimental group was administered with occupational therapy program which include physical training,cognitive training and physical&cognitive training. Result: Montreal Cognitive Study (MOCA) pre and post in resulted that the pre mean of MOCA(17.80) accompanied by standard error (0.869) and subsequently post mean value of MOCAincreased (24.75) standard error (0.580) and standard deviation( 2.593) which indicate progress ofpostmean value (24.75)indicatingan improvementtoalevelofcognitivefunction. Tinetti performance oriented mobility assessment (POMA) pre and post resulted that the pre mean ofPOMA GAIT(7.15) POMA BAL(10.75) accompanied by standard error (0.494),(0.814) andsubsequently post mean value decrease (13.00),(8.75)standard deviation (1.682),(3.340) whichindicate progress of post mean vale(13.00),(8.75) signifying that increased in balance & Gait amongolderadults. Conclusion: Considering all aspect of social life my study show effectiveness of occupational therapy training programe give insight to maintain productive aging which will closely related with cogntion and balance.This study show significantly improvement in cognition and balance.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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 source (direct Gemma or distilled Codex), 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".