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基于绩效、行为和感知指标的压力测量多维数据集。

Multi-dimensional Dataset of Stress Measurements based on Performance, Behavioural, and Perceptual Indicators.

作者信息

Apraiz Ainhoa, Blandino Graziana, Tarhini Ali, Pratas Pedro, Al Noman Abdullah, Nguyen Hien Ngoc, Lasa Ganix, Montagna Francesca

机构信息

Design Innovation Centre, Faculty of Engineering, Mechanical and Industrial Production, Mondragon Unibertsitatea, Arrasate, Spain.

Politecnico di Torino, Torino, Italy.

出版信息

Sci Data. 2024 Dec 18;11(1):1340. doi: 10.1038/s41597-024-04165-4.

DOI:10.1038/s41597-024-04165-4
PMID:39695252
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11655838/
Abstract

The role of humans in industry is changing due to the technological transformation of production processes, which represents a potential source of stress for workers. In this context, the NO-STRESS project aims to combine objective and subjective data collected during task execution to explore causes of work-related stress and propose solutions to mitigate them. This paper describes the within-subjects study design used in the project, where each participant was exposed to all experimental conditions, and outlines the workflow developed during the study. Moreover, it describes the behavioural, performance and perceptual indicators of participants' stress collected during the execution of full-kitting, component quality control, assembly and product quality monitoring tasks. The data collection sessions were conducted in different manufacturing contexts. The collected data may be reused to compare stress intensity among different subjects considering individual factors and experimental conditions. In addition, the results of stress in manufacturing may be compared to the intensity of this phenomenon in other sectors. The consequent outcomes may have practical implications for work contexts and benefits for society as a whole.

摘要

由于生产流程的技术变革,人类在工业中的角色正在发生变化,这对工人来说是一个潜在的压力源。在此背景下,“无压力”项目旨在结合任务执行过程中收集的客观和主观数据,探索与工作相关的压力成因,并提出缓解压力的解决方案。本文描述了该项目中使用的被试内研究设计,即每个参与者都要经历所有实验条件,并概述了研究期间制定的工作流程。此外,它还描述了在执行全装备、部件质量控制、装配和产品质量监测任务期间收集的参与者压力的行为、绩效和感知指标。数据收集环节在不同的制造环境中进行。考虑到个体因素和实验条件,收集到的数据可重新用于比较不同受试者之间的压力强度。此外,制造业中的压力结果可与其他行业中这种现象的强度进行比较。由此产生的结果可能对工作环境具有实际意义,并对整个社会有益。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1300/11655838/7666e591716f/41597_2024_4165_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1300/11655838/f6d4265ede8b/41597_2024_4165_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1300/11655838/e7d522025998/41597_2024_4165_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1300/11655838/822282e02c14/41597_2024_4165_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1300/11655838/e660eefd9ecd/41597_2024_4165_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1300/11655838/66d26f372f90/41597_2024_4165_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1300/11655838/e59527a435f7/41597_2024_4165_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1300/11655838/7666e591716f/41597_2024_4165_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1300/11655838/f6d4265ede8b/41597_2024_4165_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1300/11655838/e7d522025998/41597_2024_4165_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1300/11655838/822282e02c14/41597_2024_4165_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1300/11655838/e660eefd9ecd/41597_2024_4165_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1300/11655838/66d26f372f90/41597_2024_4165_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1300/11655838/e59527a435f7/41597_2024_4165_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1300/11655838/7666e591716f/41597_2024_4165_Fig7_HTML.jpg

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