Critical Review of the Research Literature of Seating Interventions: A Focus on Adults with Mobility Impairments
Bibliographic record
Abstract
An expanding area in rehabilitation practice is the prescription of seating interventions for clients with mobility impairments. The goal of this intervention is to enhance comfort and functional performance. The purpose of this paper is to review the body of knowledge from the research literature concerning the effectiveness or impact of seating interventions for adults who have mobility impairments. In this review both the scope and the gaps in the literature are defined to identify areas for future research. Specifically, this review was undertaken to identify what outcomes have been examined and what methods have been used in carrying out the research studies. A content analysis based on the conceptual framework of the modified International Classification of Impairment, Disability, and Handicap (ICIDH) and review guidelines for evaluating the quality of research studies has been helpful in informing future research design in this area. The results of the 16 studies that comprised this review indicate that the majority of research conducted thus far has numerous methodological limitations, which in turn limits the extent to which this body of research can be drawn upon to provide evidence for effectiveness in seating interventions. There was an emphasis on constructs at the impairment level and inadequate attention to functional and psychosocial issues. Recommendations regarding future research required to support this specific type of intervention are presented. This research review is an important first step in facilitating discussion among researchers, clinicians, research funders, and seating device users regarding future priorities for research and development in this practice area.
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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 | 0.013 | 0.068 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.005 | 0.003 |
| Bibliometrics | 0.013 | 0.011 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.003 | 0.005 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.006 | 0.001 |
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".