Evidence map›Paper›PMID 35994022›Full record

ArticleThe journal of spinal cord medicine2023

Participatory action design and engineering of a manual wheelchair virtual coach including in-home and community usage.

S Andrea Sundaram, Cheng-Shiu Chung, Benjamin Gebrosky, Joshua Brown, Garrett G Grindle, Nikitha Deepak, Rosemarie Cooper, Rory A Cooper

Registry-linked trialOpen access · greenAbstract read
In one paragraph

Article in The journal of spinal cord medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07221552 (Development and Evaluation of PPAL Bedside Commode for Safe Independent Toileting Transfers), which is not on this map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
1.0field-weighted citation impact, top 24% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT07221552 narecruitingnot on this mapstarted 2026, after this paper: background citation

Development and Evaluation of PPAL Bedside Commode for Safe Independent Toileting Transfers

TypeinterventionalSponsorAlicia KoontzRan2026 to 2026Enrolled16ConditionsAge ProblemsArmsPPAL
3 · Its place in the literature

Who cites it

4 citing papers in PubMed, 7 citations in OpenAlex.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors at 1 institution in 1 country.

S Andrea SundaramHuman Engineering Research Laboratories, US Department of Veterans Affairs, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
Cheng-Shiu ChungHuman Engineering Research Laboratories, US Department of Veterans Affairs, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
Benjamin GebroskyHuman Engineering Research Laboratories, US Department of Veterans Affairs, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
Joshua BrownHuman Engineering Research Laboratories, US Department of Veterans Affairs, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
Garrett G GrindleHuman Engineering Research Laboratories, US Department of Veterans Affairs, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
Nikitha DeepakHuman Engineering Research Laboratories, US Department of Veterans Affairs, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
Rosemarie CooperHuman Engineering Research Laboratories, US Department of Veterans Affairs, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
Rory A CooperHuman Engineering Research Laboratories, US Department of Veterans Affairs, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
United States Department of Veterans Affairs · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundCurrent clinical practice guidelines (CPG) recommend periodic pressure redistribution (PR) to alter sitting pressure and reduce the risk of developing pressure injuries (PI). Individuals who have strength and trunk stability are asked to perform PR such as wheelies, leaning laterally, and forward-leaning to minimize the duration of pressure acting on the same region of the body.

objectiveOur long-term objective is to build upon previous research and development to create a more effective device for improving PR training and adherence to CPG among manual wheelchair users (MWU). Through this study, we employed a participatory action design and engineering (PADE) approach in developing the hardware and user interface to increase the likelihood of eventually yielding a device effective for both MWU and clinicians.

participants

methodsA PADE approach was used to improve upon a manual wheelchair virtual coaching system for people with SCI. The system comprises a seat support instrumented with force sensors, software algorithms to detect PR, and a smart phone app for user interface. The methods included three stages: multiple focus groups, a five-day evaluation phase with participants using their own wheelchairs in their homes and communities, and a 4-week assessment with improvements made based on the 5-day results by users with their own wheelchairs in their homes and communities.

resultsThe focus groups yielded guidance for ergonomics, user interface, charging frequency, and key dimensions and mass. The 5-day study identified mechanical, electrical, and connectivity challenges, which were resolved before the 4-week study. The 4-week trial suggested that participants performed PR less frequently than clinically recommended and provided an indication of the types of maneuvers that they performed.

conclusionA prototype manual wheelchair virtual coaching system was developed using a PADE process. The system was able to detect and record PR in home and community environments. Following improvements identified in this study, a future version will be tested with additional users to determine whether it can improve adherence to PR guidance.

Indexed as

Spinal Cord InjuriesWheelchairsFemaleHumansMaleProcainamidedesethylprocainamideProcainamideCoP, Center of PressureCPG, Clinical Practice GuidelineMachine learningMW, Manual WheelchairMWU, Manual Wheelchair UserMW-VC, Manual Wheelchair Virtual CoachPI, Pressure InjuryPressure injuryPreventative medicinePR, Pressure RedistributionRehabilitationSBC, Single Board ComputerSCI, Spinal Cord InjuryWearable-technologyWheelchair

Identifiers

PMID35994022
PMCPMC10274533
OpenAlexW4292648756

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.