Confirmatory Factor Analysis of Performance Measurement Indicators Determining the Uptake of CPS for Facilities Management
With the use of cyber-physical systems (CPS) advanced computational capabilities, the delivery of facilities management (FM) mandates are efficiently and effectively conducted. Since performance measurement is an important yardstick in ascertaining the outcome of FM approaches, this study assesses t...
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| Format: | Article |
| Language: | English |
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MDPI AG
2022-04-01
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| Series: | Buildings |
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| Online Access: | https://www.mdpi.com/2075-5309/12/4/466 |
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| author | Matthew Ikuabe Clinton Aigbavboa Chimay Anumba Ayodeji Oke Lerato Aghimien |
| author_facet | Matthew Ikuabe Clinton Aigbavboa Chimay Anumba Ayodeji Oke Lerato Aghimien |
| author_sort | Matthew Ikuabe |
| collection | DOAJ |
| description | With the use of cyber-physical systems (CPS) advanced computational capabilities, the delivery of facilities management (FM) mandates are efficiently and effectively conducted. Since performance measurement is an important yardstick in ascertaining the outcome of FM approaches, this study assesses the performance measurement indicators that influence the uptake of CPS for FM functions. Using a structured questionnaire, data were collected from built environment professionals in the Gauteng province of South Africa. Data collected was analysed using a five-stage process which includes: data reliability and validity, descriptive statistics, establishing a difference in groups’ opinion, principal component analysis, and model testing and fit statistics for confirmatory factor analysis. Results from the study indicate that three significant performance indicators are influential in determining the uptake of CPS for FM, which are operations efficiency, facility adaptation, and client’s satisfaction. The study contributes immensely to the body of knowledge. It unveils the significant performance measurement indicators that would help organisations, facilities managers, and policymakers guide their decisions hinged on the espousal of innovative technologies. Furthermore, the study serves as a solid theoretical base for further studies showcasing a roadmap for digitalisation for FM functions by unravelling the significant performance measurement indicators. |
| first_indexed | 2024-03-09T11:04:30Z |
| format | Article |
| id | doaj.art-c412cef690824c09bf9f6b5d7f76c648 |
| institution | Directory Open Access Journal |
| issn | 2075-5309 |
| language | English |
| last_indexed | 2024-03-09T11:04:30Z |
| publishDate | 2022-04-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Buildings |
| spelling | doaj.art-c412cef690824c09bf9f6b5d7f76c6482023-12-01T01:03:00ZengMDPI AGBuildings2075-53092022-04-0112446610.3390/buildings12040466Confirmatory Factor Analysis of Performance Measurement Indicators Determining the Uptake of CPS for Facilities ManagementMatthew Ikuabe0Clinton Aigbavboa1Chimay Anumba2Ayodeji Oke3Lerato Aghimien4CIDB Centre of Excellence, Faculty of Engineering and the Built Environment, Doornfontein Campus, University of Johannesburg, Johannesburg 2006, South AfricaCIDB Centre of Excellence, Faculty of Engineering and the Built Environment, Doornfontein Campus, University of Johannesburg, Johannesburg 2006, South AfricaCollege of Design, Construction and Planning, University of Florida, Gainesville, FL 32611, USACIDB Centre of Excellence, Faculty of Engineering and the Built Environment, Doornfontein Campus, University of Johannesburg, Johannesburg 2006, South AfricaDepartment of Construction Management and Quantity Surveying, University of Johannesburg, Johannesburg 2006, South AfricaWith the use of cyber-physical systems (CPS) advanced computational capabilities, the delivery of facilities management (FM) mandates are efficiently and effectively conducted. Since performance measurement is an important yardstick in ascertaining the outcome of FM approaches, this study assesses the performance measurement indicators that influence the uptake of CPS for FM functions. Using a structured questionnaire, data were collected from built environment professionals in the Gauteng province of South Africa. Data collected was analysed using a five-stage process which includes: data reliability and validity, descriptive statistics, establishing a difference in groups’ opinion, principal component analysis, and model testing and fit statistics for confirmatory factor analysis. Results from the study indicate that three significant performance indicators are influential in determining the uptake of CPS for FM, which are operations efficiency, facility adaptation, and client’s satisfaction. The study contributes immensely to the body of knowledge. It unveils the significant performance measurement indicators that would help organisations, facilities managers, and policymakers guide their decisions hinged on the espousal of innovative technologies. Furthermore, the study serves as a solid theoretical base for further studies showcasing a roadmap for digitalisation for FM functions by unravelling the significant performance measurement indicators.https://www.mdpi.com/2075-5309/12/4/4664IRcyber-physical system (CPS)facilities managementperformance measurementconfirmatory factor analysis |
| spellingShingle | Matthew Ikuabe Clinton Aigbavboa Chimay Anumba Ayodeji Oke Lerato Aghimien Confirmatory Factor Analysis of Performance Measurement Indicators Determining the Uptake of CPS for Facilities Management Buildings 4IR cyber-physical system (CPS) facilities management performance measurement confirmatory factor analysis |
| title | Confirmatory Factor Analysis of Performance Measurement Indicators Determining the Uptake of CPS for Facilities Management |
| title_full | Confirmatory Factor Analysis of Performance Measurement Indicators Determining the Uptake of CPS for Facilities Management |
| title_fullStr | Confirmatory Factor Analysis of Performance Measurement Indicators Determining the Uptake of CPS for Facilities Management |
| title_full_unstemmed | Confirmatory Factor Analysis of Performance Measurement Indicators Determining the Uptake of CPS for Facilities Management |
| title_short | Confirmatory Factor Analysis of Performance Measurement Indicators Determining the Uptake of CPS for Facilities Management |
| title_sort | confirmatory factor analysis of performance measurement indicators determining the uptake of cps for facilities management |
| topic | 4IR cyber-physical system (CPS) facilities management performance measurement confirmatory factor analysis |
| url | https://www.mdpi.com/2075-5309/12/4/466 |
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