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Exploring the Efficacy of a Set of Smart Devices for Postural Awareness for Workers in an Industrial Context: Protocol for a Single-Subject Experimental Design

BACKGROUND: In manufacturing industries, tasks requiring poor posture, high repetition, and long duration commonly induce fatigue and lead to an increased risk of work-related musculoskeletal disorders. Smart devices assessing biomechanics and providing feedback to the worker for correction may be a...

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Autores principales: Lopes, Mário, Lopes, Susana, Monteiro, Mariana, Rodrigues, Mário, Fertuzinhos, Aureliano, Coelho, Augusto de Sousa, Matos, Paulo, Borges, Abílio, Leite, Teófilo, Sampaio, Cátia, Costa, Rui, Alvarelhão, José
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10196891/
https://www.ncbi.nlm.nih.gov/pubmed/37140979
http://dx.doi.org/10.2196/43637
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author Lopes, Mário
Lopes, Susana
Monteiro, Mariana
Rodrigues, Mário
Fertuzinhos, Aureliano
Coelho, Augusto de Sousa
Matos, Paulo
Borges, Abílio
Leite, Teófilo
Sampaio, Cátia
Costa, Rui
Alvarelhão, José
author_facet Lopes, Mário
Lopes, Susana
Monteiro, Mariana
Rodrigues, Mário
Fertuzinhos, Aureliano
Coelho, Augusto de Sousa
Matos, Paulo
Borges, Abílio
Leite, Teófilo
Sampaio, Cátia
Costa, Rui
Alvarelhão, José
author_sort Lopes, Mário
collection PubMed
description BACKGROUND: In manufacturing industries, tasks requiring poor posture, high repetition, and long duration commonly induce fatigue and lead to an increased risk of work-related musculoskeletal disorders. Smart devices assessing biomechanics and providing feedback to the worker for correction may be a successful way to increase postural awareness, reducing fatigue, and work-related musculoskeletal disorders. However, evidence in industrial settings is lacking. OBJECTIVE: This study protocol aims to explore the efficacy of a set of smart devices to detect malposture and increase postural awareness, reducing fatigue, and musculoskeletal disorders. METHODS: A longitudinal single-subject experimental design following the ABAB sequence will be developed in a manufacturing industry real context with 5 workers. A repetitive task of screw tightening of 5 screws in a standing position into a piece placed horizontally was selected. Workers will be assessed in 4 moments per shift (10 minutes after the beginning of the shift, 10 minutes before and after the break, and 10 minutes before the end of the shift) in 5 nonconsecutive days. The primary outcomes are fatigue, assessed by electromyography, and musculoskeletal symptoms assessed by the Nordic Musculoskeletal Questionnaire. Secondary outcomes include perceived effort (Borg perceived exertion scale); range of motion of the main joints in the upper body, speed, acceleration, and deceleration assessed by motion analysis; risk stratification of range of motion; and cycle duration in minutes. Structured visual analysis techniques will be conducted to observe the effects of the intervention. Results for each variable of interest will be compared among the different time points of the work shift and longitudinally considering each assessment day as a time point. RESULTS: Enrollment for the study will start in April 2023. Results are expected to be available still in the first semester of 2023. It is expected that the use of the smart system will reduce malposture, fatigue, and consequently, work-related musculoskeletal pain and disorders. CONCLUSIONS: This proposed study will explore a strategy to increase postural awareness in industrial manufacturing workers who do repetitive tasks, using smart wearables that provide real-time feedback about biomechanics. Results would showcase a novel approach for improving self-awareness of risk for work-related musculoskeletal disorders for these workers providing an evidence base support for the use of such devices. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): PRR1-10.2196/43637
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spelling pubmed-101968912023-05-20 Exploring the Efficacy of a Set of Smart Devices for Postural Awareness for Workers in an Industrial Context: Protocol for a Single-Subject Experimental Design Lopes, Mário Lopes, Susana Monteiro, Mariana Rodrigues, Mário Fertuzinhos, Aureliano Coelho, Augusto de Sousa Matos, Paulo Borges, Abílio Leite, Teófilo Sampaio, Cátia Costa, Rui Alvarelhão, José JMIR Res Protoc Protocol BACKGROUND: In manufacturing industries, tasks requiring poor posture, high repetition, and long duration commonly induce fatigue and lead to an increased risk of work-related musculoskeletal disorders. Smart devices assessing biomechanics and providing feedback to the worker for correction may be a successful way to increase postural awareness, reducing fatigue, and work-related musculoskeletal disorders. However, evidence in industrial settings is lacking. OBJECTIVE: This study protocol aims to explore the efficacy of a set of smart devices to detect malposture and increase postural awareness, reducing fatigue, and musculoskeletal disorders. METHODS: A longitudinal single-subject experimental design following the ABAB sequence will be developed in a manufacturing industry real context with 5 workers. A repetitive task of screw tightening of 5 screws in a standing position into a piece placed horizontally was selected. Workers will be assessed in 4 moments per shift (10 minutes after the beginning of the shift, 10 minutes before and after the break, and 10 minutes before the end of the shift) in 5 nonconsecutive days. The primary outcomes are fatigue, assessed by electromyography, and musculoskeletal symptoms assessed by the Nordic Musculoskeletal Questionnaire. Secondary outcomes include perceived effort (Borg perceived exertion scale); range of motion of the main joints in the upper body, speed, acceleration, and deceleration assessed by motion analysis; risk stratification of range of motion; and cycle duration in minutes. Structured visual analysis techniques will be conducted to observe the effects of the intervention. Results for each variable of interest will be compared among the different time points of the work shift and longitudinally considering each assessment day as a time point. RESULTS: Enrollment for the study will start in April 2023. Results are expected to be available still in the first semester of 2023. It is expected that the use of the smart system will reduce malposture, fatigue, and consequently, work-related musculoskeletal pain and disorders. CONCLUSIONS: This proposed study will explore a strategy to increase postural awareness in industrial manufacturing workers who do repetitive tasks, using smart wearables that provide real-time feedback about biomechanics. Results would showcase a novel approach for improving self-awareness of risk for work-related musculoskeletal disorders for these workers providing an evidence base support for the use of such devices. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): PRR1-10.2196/43637 JMIR Publications 2023-05-04 /pmc/articles/PMC10196891/ /pubmed/37140979 http://dx.doi.org/10.2196/43637 Text en ©Mário Lopes, Susana Lopes, Mariana Monteiro, Mário Rodrigues, Aureliano Fertuzinhos, Augusto de Sousa Coelho, Paulo Matos, Abílio Borges, Teófilo Leite, Cátia Sampaio, Rui Costa, José Alvarelhão. Originally published in JMIR Research Protocols (https://www.researchprotocols.org), 04.05.2023. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Research Protocols, is properly cited. The complete bibliographic information, a link to the original publication on https://www.researchprotocols.org, as well as this copyright and license information must be included.
spellingShingle Protocol
Lopes, Mário
Lopes, Susana
Monteiro, Mariana
Rodrigues, Mário
Fertuzinhos, Aureliano
Coelho, Augusto de Sousa
Matos, Paulo
Borges, Abílio
Leite, Teófilo
Sampaio, Cátia
Costa, Rui
Alvarelhão, José
Exploring the Efficacy of a Set of Smart Devices for Postural Awareness for Workers in an Industrial Context: Protocol for a Single-Subject Experimental Design
title Exploring the Efficacy of a Set of Smart Devices for Postural Awareness for Workers in an Industrial Context: Protocol for a Single-Subject Experimental Design
title_full Exploring the Efficacy of a Set of Smart Devices for Postural Awareness for Workers in an Industrial Context: Protocol for a Single-Subject Experimental Design
title_fullStr Exploring the Efficacy of a Set of Smart Devices for Postural Awareness for Workers in an Industrial Context: Protocol for a Single-Subject Experimental Design
title_full_unstemmed Exploring the Efficacy of a Set of Smart Devices for Postural Awareness for Workers in an Industrial Context: Protocol for a Single-Subject Experimental Design
title_short Exploring the Efficacy of a Set of Smart Devices for Postural Awareness for Workers in an Industrial Context: Protocol for a Single-Subject Experimental Design
title_sort exploring the efficacy of a set of smart devices for postural awareness for workers in an industrial context: protocol for a single-subject experimental design
topic Protocol
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10196891/
https://www.ncbi.nlm.nih.gov/pubmed/37140979
http://dx.doi.org/10.2196/43637
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