Internet of Things-based Smart Facilities Management Services Successful Implementation Instrument Development, Validity, and Reliability

Norliza Sidek, Nor'ashikin Ali, R. Rosman
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引用次数: 5

Abstract

The purpose of Internet of Things-based Smart Facilities Management Services (IoTbSFMS) is to increase the efficiency and effectiveness of facilities management services through improvement and innovation. Despite a common understanding that individual technology readiness and overall quality is an essential element in IoT-based technology success, there is a dearth of theoretical and empirical research on these elements as a facilitator of successful IoTbSFMS implementation. This study develops the IoTbSFMS validated instrument and proposes an integrated approach of instrument development through a multi-stage technique and rigorous statistical testing. Thirteen IoT experts had evaluated the content validity where two measurement items were excluded as per expert review’s suggestion, which remaining 11 constructs and 58 measurement items. The process was followed by a pre-test assessment to determine the effectiveness of the measurement items. Finally, a pilot study assessment was conducted among 33 respondents. The collected data were analysed using SPSS25, Smart-PLS, and JASP software. As a result, the Content Validity Index (CVI) for the final IoTbSFMS constructs and items was deemed acceptable (CVI =0.82). The internal consistency reliability of the measurement instruments showed that the Cronbach’s alpha and McDonald’s omega for independent variables ranged from 0.682 to 0.989 and 0.685 to 0.989. These values suggest that all the constructs had acceptable validity and reliability. This paper contributes in encouraging researchers to look beyond the traditional approach in measuring the internal consistency reliability of the measurement instruments.
基于物联网的智能设施管理服务成功实施工具开发,有效性和可靠性
基于物联网的智能设施管理服务(IoTbSFMS)的目的是通过改进和创新来提高设施管理服务的效率和效果。尽管人们普遍认为,个人技术准备程度和整体质量是基于物联网的技术成功的基本要素,但缺乏关于这些要素作为成功实施物联网tbsfms的促进因素的理论和实证研究。本研究开发了IoTbSFMS验证仪器,并通过多阶段技术和严格的统计测试提出了一种集成的仪器开发方法。13位物联网专家对内容效度进行了评估,根据专家评审建议,剔除了2个测量项目,剩余11个构念和58个测量项目。这个过程之后是一个预测试评估,以确定测量项目的有效性。最后,对33名受访者进行了初步研究评估。使用SPSS25、Smart-PLS和JASP软件对收集的数据进行分析。因此,最终的IoTbSFMS构念和项目的内容效度指数(CVI)被认为是可接受的(CVI =0.82)。测量仪器的内部一致性信度显示,自变量的Cronbach’s alpha和McDonald’s omega分别为0.682 ~ 0.989和0.685 ~ 0.989。这些值表明所有构念具有可接受的效度和信度。本文有助于鼓励研究者在测量仪器的内部一致性可靠性方面超越传统的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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