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Record W4411225573 · doi:10.33137/cpoj.v8i1.45286

SOUTH AFRICAN USERS’ FUNCTION AND EXPERIENCE WITH A MAGNETORHEOLOGICAL MICROPROCESSOR KNEE: A MIXED METHODS STUDY

2025· article· en· W4411225573 on OpenAlexvenueaboutno aff
Surona Visagie, Benje Theron

Bibliographic record

VenueCanadian Prosthetics & Orthotics Journal · 2025
Typearticle
Languageen
FieldEngineering
TopicProsthetics and Rehabilitation Robotics
Canadian institutionsnot available
Fundersnot available
KeywordsWilcoxon signed-rank testTest (biology)Descriptive statisticsAmputationMedicinePhysical therapyThematic analysisPhysical medicine and rehabilitationPsychologyQualitative researchSurgeryMann–Whitney U testMathematics

Abstract

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BACKGROUND: Microprocessor knees (MPKs) support safe and confident prosthetic walking. Their cost often prohibits prescription in low-and middle- income settings like South Africa. Funding of high-end prosthetic products in South Africa is dependent on justifications that explain why the component is prescribed, and how it can improve the user`s function. There is little local evidence to support these justifications. OBJECTIVE: To explore and describe South African users’ function and experience with the Rheo XC microprocessor knee (MPK). METHODOLOGY: An explanatory sequential mixed methods design was used. A pre-test, post-test study was followed by a descriptive qualitative study to explore and explain the observed outcomes. In the pre-test phase, baseline data were collected while participants used their regular non-microprocessor knees (e.g., mechanical or hydraulic joints). Post-test data were collected after a two-week trial with the Rheo XC knee joint. Data were collected from 16 consecutively sampled participants, using a self-developed functional level scale and the L-Test. Nine (56.3%) participants had a transfemoral amputation, six (37.5%) had a knee disarticulation and one (6.3%) had bilateral amputations (transtibial and transfemoral). Baseline and follow-up data were paired for each participant and analyzed with the Wilcoxon Signed-Rank test. The descriptive qualitative study explored six purposively sampled participants’ experiences of the trial knee through semi-structured interviews. Inductive thematic analysis was done. FINDINGS: The time to complete the L-Test decreased on average 7.5 s between baseline (35.4 s) and post-test (27.9 s) data. L-Test Wilcoxon Singed-rank findings showed a significant increase in walking speed (p < 0.001). Mean functional level scores increased by an average of 12.7 points (p < 0.001) with improvements observed across all activities except running, for which scores remained unchanged. Two themes emerged from the qualitative data. Theme 1: Acceptance of the MPK showed enthusiasm for the MPK. However, Theme 2: Real-world limitations of the MPK cautioned that the MPK is not suitable for everybody. CONCLUSION: This study provides context specific scientific evidence that may support funding decisions for MPKs in South Africa. However, it is not suitable for everyone, and a trial period to assess appropriateness is advised before prescription. The test period in this study was short, and further research over longer durations is recommended. Layman's Abstract Prosthetic knees with computer-controlled systems help users walk more safely and confidently; however, they are expensive and not commonly used in low- and middle-income countries such as South Africa. Medical aids and other private funders sometimes cover the cost based on justifications that explain why the prosthesis is prescribed and how it can improve the user's function. Currently prosthetists have little evidence to support these justifications. This study assesses South African users’ function and experiences with one such knee, the Rheo XC knee. Sixteen participants tried the Rheo XC knee for two weeks. Before they started the trial period, they completed questions on their function and a timed walk test while using their own non-microprocessor knees (e.g. mechanical or hydraulic joints). After the two-week trial of the Rheo XC knee, they repeated the same tests to determine if their function or walking speed improved. Nine (56.3%) participants had an above knee amputation, six (37.5%) had a through knee amputation and one (6.3%) had bilateral amputations (below and above the knee). Baseline and follow-up data were paired for each participant and analyzed with a statistical test. Interviews were conducted with six selected participants to learn about their experiences using the Rheo XC knee. Participants walked on average 7.5 s faster with the Rheo XC knee than with their usual knee. They also had higher function scores for all activities except running, which remained the same. Although participants liked the Rheo XC knee, its length and weight posed challenges for certain individuals. The findings of this study may help justify funding for the Rheo XC knee in South Africa. However, it is recommended that the Rheo XC knee be prescribed only after a trial period has been completed to ensure it is an appropriate choice for the specific user. The test period used in the study was short, and further research over longer duration is recommended. Article PDF Link: https://jps.library.utoronto.ca/index.php/cpoj/article/view/45286/33986 How To Cite: Visagie S, Theron B. South African users’ function and experience with a magnetorheological microprocessor knee: A mixed methods study. Canadian Prosthetics & Orthotics Journal. 2025; Volume 8, Issue 1, No. 5. Https://doi.org/10.33137/cpoj.v8i1.45286 Corresponding Author: Surona Visagie, PhDAffiliation: University of Stellenbosch, Division of Disability and Rehabilitation Studies, Faculty of Medicine and Health Sciences, South Africa.E-Mail: suronav@sun.ac.zaORCID ID: https://orcid.org/0000-0003-4575-479X

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 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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.164
Threshold uncertainty score0.932

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.008
GPT teacher head0.248
Teacher spread0.241 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

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Citations0
Published2025
Admission routes2
Has abstractyes

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