Effects of Compliant Flooring Systems and Resident Weight on Hand Forces When Pushing Floor-Based Lifts and Wheelchairs among Long-Term Care Staff
Notice bibliographique
Résumé
Preliminary clinical findings suggest that compliant flooring may reduce the incidence and severity of fall- related injuries in long-term care (Knoefel et al., 2013) and acute-care settings (Drahota et al., 2013). However, there is concern that manoeuvring wheeled equipment on compliant flooring could expose care staff to potentially harmful pushing forces (Drahota et al., 2013; Wynn et al., 2011). We measured the external resultant hand forces (initial and sustained) required for female direct care staff to push two floor - based lifts (conventional manual and motor-driven) (n=14) or a wheelchair (n=14), loaded with passengers of average (67 kg) and ninetieth percentile (90 kg) resident weights, over four flooring systems: concrete + vinyl, compliant (1” SmartCells) + vinyl, concrete + carpet, and compliant + carpet. We observed an interaction between lift type and floor system for initial (p < 0.001) and sustained (p < 0.001) forces. Independent of resident weight, mean forces were lower for the motor-driven lift than the conventional lift on all flooring conditions (by 34.8 – 74.4 N for initial forces and by 14.1 – 64.5 N for sustained forces). With the vinyl overlay, initial forces were higher on compliant than concrete subflooring when using the conventional lift (mean difference = 44.7 N, 47.7% increase, p < 0.001) and motor-driven lift (29.8 N, 45.8% increase, p < 0.001). Similarly, with the vinyl overlay, sustained resultant forces were higher on compliant subflooring than concrete subflooring when using the conventional lift (39.0 N, 88.2% increase, p < 0.001) and motor-driven lift (9.7 N, 29.0% increase, p < 0.001). With the carpet overlay, the differences between compliant and concrete subfloors were less pronounced than with the vinyl overlay for the conventional lift (F initial : 23.0 N higher, 14.9% increase, p < 0.001; F sustained : 15.6 N higher, 18.7% increase, p < 0.001) and absent when using the motor-driven lift (F initial : p = 0.975; F sustained : p = 0.999). We also observed an interaction between resident weight and lift type for initial (p = 0.004) and sustained forces (p < 0.001). Independent of flooring system, F initial was 18.6 N higher (13.5% increase, p < 0.001) and F sustained was 11.7 N higher (14.3% increase, p < 0.001) for the ninetieth percentile weight than the average weight for the conventional lift. In contrast, there were no differences in F initial (p = 0.200) and F sustained (p = 0.100) between the average and ninetieth percentile weight conditions for the motor-driven lift. Similar trends were observed when participants pushed the wheelchair. In summary, this study found that compliant subflooring increased the external hand forces required for female direct care staff to push floor -based lifts and wheelchairs compared to concrete subflooring, and these increases in force were greater when pushing over vinyl than carpet overlay. This study also demonstrated that a motor-driven lift substantially reduced push forces compared to a conventional manual lift. Thus, motor-driven lifts may help to prevent work- related musculoskeletal injuries in long-term care facilities, especially in facilities with compliant flooring.
Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.
Comment cette classification a été obtenuedéplier
Prédiction machine sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,001 | 0,007 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,001 |
| Bibliométrie | 0,000 | 0,000 |
| Études des sciences et des technologies | 0,000 | 0,001 |
| Communication savante | 0,000 | 0,000 |
| Science ouverte | 0,000 | 0,001 |
| Intégrité de la recherche | 0,000 | 0,000 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,002 | 0,000 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».