Exploratory factor analysis on occupational stress in context of Malaysian sewerage operations

Ayu Suriawaty Bahkia, Zainudin Awang, Asyraf Afthanorhan, P. Ghazali, Hazimi Foziah
{"title":"Exploratory factor analysis on occupational stress in context of Malaysian sewerage operations","authors":"Ayu Suriawaty Bahkia, Zainudin Awang, Asyraf Afthanorhan, P. Ghazali, Hazimi Foziah","doi":"10.1063/1.5121111","DOIUrl":null,"url":null,"abstract":"Recently, the research on Occupational Stress (OS) has become known across industries. However, the research on OS still lacking in the context of Malaysian Sewerage Operations. Thus, this study put forwards to develop and validate instrument of Occupational Stress (OS) construct through Exploratory Factor Analysis (EFA) which limited to operation workers in East Malaysia. Hence this study has examined Job Demand, Workload, Time Pressure, Work Pressure, and Conflict at Workplace and Family-Work Conflict as the core dimensions to measure OS and also presenting an instrument of OS. This study adopted a cross-sectional research design, while quantitative data was collected from 129 Sewerage Operation workers across twelve states in Malaysia excluding Kelantan, Sabah and Sarawak, using structured survey. Based on the reliability testing, this study finalized the instrument to eighteen (18) items yielding three (3) dimensions, i.e., Job Demand (3 items), Workload (3 items) Time Pressure (3 items), Work Pressure (3 items) and Conflict at Workplace (3 items) and Family-Work Conflict (3 items). In this regard, researchers calculated the value of internal reliability (i.e., Cronbach Alpha value) for the current OS instrument. This study explained in detail the procedures for carrying out EFA analysis for OS construct. The findings from this study could benefited to the applied researchers whose interested to the occupational stress research.Recently, the research on Occupational Stress (OS) has become known across industries. However, the research on OS still lacking in the context of Malaysian Sewerage Operations. Thus, this study put forwards to develop and validate instrument of Occupational Stress (OS) construct through Exploratory Factor Analysis (EFA) which limited to operation workers in East Malaysia. Hence this study has examined Job Demand, Workload, Time Pressure, Work Pressure, and Conflict at Workplace and Family-Work Conflict as the core dimensions to measure OS and also presenting an instrument of OS. This study adopted a cross-sectional research design, while quantitative data was collected from 129 Sewerage Operation workers across twelve states in Malaysia excluding Kelantan, Sabah and Sarawak, using structured survey. Based on the reliability testing, this study finalized the instrument to eighteen (18) items yielding three (3) dimensions, i.e., Job Demand (3 items), Workload (3 items) Time Pressure (3 items), Work Pressur...","PeriodicalId":325925,"journal":{"name":"THE 4TH INNOVATION AND ANALYTICS CONFERENCE & EXHIBITION (IACE 2019)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"52","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"THE 4TH INNOVATION AND ANALYTICS CONFERENCE & EXHIBITION (IACE 2019)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1063/1.5121111","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 52

Abstract

Recently, the research on Occupational Stress (OS) has become known across industries. However, the research on OS still lacking in the context of Malaysian Sewerage Operations. Thus, this study put forwards to develop and validate instrument of Occupational Stress (OS) construct through Exploratory Factor Analysis (EFA) which limited to operation workers in East Malaysia. Hence this study has examined Job Demand, Workload, Time Pressure, Work Pressure, and Conflict at Workplace and Family-Work Conflict as the core dimensions to measure OS and also presenting an instrument of OS. This study adopted a cross-sectional research design, while quantitative data was collected from 129 Sewerage Operation workers across twelve states in Malaysia excluding Kelantan, Sabah and Sarawak, using structured survey. Based on the reliability testing, this study finalized the instrument to eighteen (18) items yielding three (3) dimensions, i.e., Job Demand (3 items), Workload (3 items) Time Pressure (3 items), Work Pressure (3 items) and Conflict at Workplace (3 items) and Family-Work Conflict (3 items). In this regard, researchers calculated the value of internal reliability (i.e., Cronbach Alpha value) for the current OS instrument. This study explained in detail the procedures for carrying out EFA analysis for OS construct. The findings from this study could benefited to the applied researchers whose interested to the occupational stress research.Recently, the research on Occupational Stress (OS) has become known across industries. However, the research on OS still lacking in the context of Malaysian Sewerage Operations. Thus, this study put forwards to develop and validate instrument of Occupational Stress (OS) construct through Exploratory Factor Analysis (EFA) which limited to operation workers in East Malaysia. Hence this study has examined Job Demand, Workload, Time Pressure, Work Pressure, and Conflict at Workplace and Family-Work Conflict as the core dimensions to measure OS and also presenting an instrument of OS. This study adopted a cross-sectional research design, while quantitative data was collected from 129 Sewerage Operation workers across twelve states in Malaysia excluding Kelantan, Sabah and Sarawak, using structured survey. Based on the reliability testing, this study finalized the instrument to eighteen (18) items yielding three (3) dimensions, i.e., Job Demand (3 items), Workload (3 items) Time Pressure (3 items), Work Pressur...
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
马来西亚污水处理作业中职业压力的探索性因素分析
近年来,对职业压力(OS)的研究已成为各行各业的共识。然而,在马来西亚污水处理的背景下,对操作系统的研究仍然缺乏。因此,本研究提出透过探索性因子分析(EFA),以东马作业工人为对象,开发并验证职业压力建构工具。因此,本研究将工作需求、工作量、时间压力、工作压力、工作冲突和家庭-工作冲突作为衡量OS的核心维度,并提出了OS的工具。本研究采用横断面研究设计,采用结构化调查,从马来西亚12个州(不包括吉兰丹、沙巴和沙捞越)的129名污水处理工人中收集定量数据。在信度检验的基础上,本研究将量表最终确定为18个项目,产生3个维度,即工作需求(3个项目)、工作量(3个项目)、时间压力(3个项目)、工作压力(3个项目)、工作冲突(3个项目)和家庭工作冲突(3个项目)。对此,研究者计算了当前OS仪器的内部信度值(即Cronbach Alpha值)。本研究详细说明了对OS结构进行EFA分析的程序。本研究结果可为从事职业压力研究的应用型研究者提供参考。近年来,对职业压力(OS)的研究已成为各行各业的共识。然而,在马来西亚污水处理的背景下,对操作系统的研究仍然缺乏。因此,本研究提出透过探索性因子分析(EFA),以东马作业工人为对象,开发并验证职业压力建构工具。因此,本研究将工作需求、工作量、时间压力、工作压力、工作冲突和家庭-工作冲突作为衡量OS的核心维度,并提出了OS的工具。本研究采用横断面研究设计,采用结构化调查,从马来西亚12个州(不包括吉兰丹、沙巴和沙捞越)的129名污水处理工人中收集定量数据。在信度测试的基础上,本研究将量表最终确定为18个项目,产生3个维度,即工作需求(3个项目)、工作量(3个项目)、时间压力(3个项目)、工作压力(3个项目)……
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Application of artificial intelligence in predicting ground settlement on earth slope The most important contaminants of air pollutants in Klang station using multivariate statistical analysis Tourism knowledge discovery through data mining techniques On some specific patterns of τ-adic non-adjacent form expansion over ring Z(τ): An alternative formula Exploratory factor analysis on occupational stress in context of Malaysian sewerage operations
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1