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Record W7019112810

Exploring Balance Assessment Practices and Utilization of Academy of Geriatric Physical Therapy Clinical Guidance Statement in Fall Management by U.S.-Practicing Physical Therapists: A Mixed-Methods Approach

2023· article· en· W7019112810 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueSeton Hall University eRepository (Seton Hall University) · 2023
Typearticle
Languageen
FieldHealth Professions
TopicBalance, Gait, and Falls Prevention
Canadian institutionsnot available
Fundersnot available
KeywordsBalance (ability)Fall preventionHealth careFalls in older adultsMEDLINEPublic healthRehabilitationClinical PracticeBalance testOccupational safety and health
DOInot available

Abstract

fetched live from OpenAlex

Background: Falls and balance impairments in older adults are major public health concerns. Physical therapists (PTs) play a major role in preventing and managing falls in the U.S. healthcare system. PTs are doctoral healthcare professionals who evaluate and treat balance impairments that impact prevalence of falls. As autonomous practitioners, PTs should incorporate evidence-based tools in balance assessment and management of falls. The American Physical Therapy Association (APTA) recommends PTs utilize evidence-based tools such as the (a) Academy of Geriatric Physical Therapy (AGPT) Clinical Guidance Statement (CGS) in Community-Dwelling Older Adults (CDOA and (b) the APTA balance tests and measures in balance assessment and falls management. Purpose: This mixed-methods study explored the balance assessment of U.S.-Practicing PTs. Specifically, the study addressed the utilization of (a) the APTA balance tests and measures, (b) the AGPT CGS for the CDOA in management of falls, and (c) the barriers associated with balance assessment practices. Methods: The study employed an embedded mixed-methods design in which a partial qualitative strand was embedded in a primarily quantitative design. Three hundred and four U.S.-Practicing PTs completed both Part A and Part B of the Assessment of Balance Practices and Associated Barriers (ABPAB) survey. Part A contained the Saskatchewan Physiotherapists’ Balance Assessment Practices Survey (SPBAPS), developed by Oates et al. (2017). Part B contained PI-developed open-ended questions associated with barriers in balance assessment practices. Results: Of the 304 study participants, 201 responses were obtained, meeting the 80% completion rate requirement, and were included for data analysis. Overall, study participants regularly assessed only three out of the nine components of balance with 84.5% assessing motor system, 80.3% assessing dynamic stability, and 82.1% assessing static stability. However, fewer than 50% assessed only five out of the nine components of balance. While the 32 balance tests and measures listed on the APTA website and the 23 Canadian balance tests and measures were included for analysis in this survey, movement observation was the primary reported measure to assess balance (70.5%), followed by the Timed Up & Go (64.3%), the Five Times Sit to Stand (63.4%), the Single Leg Stance (52.1%), the Functional Gait Assessment (44.1%), and the Tandem Standing/Walking (44.1%). The top three barriers that impacted PTs’ clinical decision-making in balance assessment practices were lack of time (reported by 78.4%), lack of knowledge (62%), and balance tests identified as not appropriate for populations (34.3%). Conclusions: Movement observation, which relies on visual observation skills, was the preferred measurement, followed by time-based measures of two functional tasks. U.S.-Practicing PTs in this study are not effectively utilizing a multisystem approach to guide their balance assessment practices. Our quantitative and qualitative findings both show that some barriers in balance assessment practices are non-modifiable, such as patient status and lack of time; however, there are modifiable barriers that we should address occurring at the PT level, the organizational level, and/or at the professional level. It is imperative to promote diverse knowledge translation opportunities for PTs’ multisystem approach to fall management and balance assessment.

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.

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.274
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.177
GPT teacher head0.449
Teacher spread0.272 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it