A hybrid approach using entropy and TOPSIS to select key drivers for a successful and sustainable lean construction implementation
Гибридный подход с использованием энтропии и метода TOPSIS для выбора ключевых факторов успешного и устойчивого внедрения бережливого строительства
2020-02-05
SCID: 54.1/xsmnsmku
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entropy-weighted TOPSISkey driver selectionlean constructionmulti-criteria decision-makingsustainability
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Abstract (AI)
Successful implementation of the lean concept as a sustainable approach in the construction industry requires the identification of critical drivers in lean construction. Despite this significance, the number of in-depth studies toward understanding the considerable drivers of lean construction implementation is quite limited. There is also a shortage of methodologies for identifying key drivers. To address these challenges, this paper presents a list of all essential drivers within three aspects of sustainability (social, economic, and environmental) and proposes a novel methodology to rank the drivers and identify the key drivers for successful and sustainable lean construction implementation. In this regard, the entropy weighted Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) was employed in this research. Subsequently, an empirical study was conducted within the Malaysian construction industry to demonstrate the proposed method. Moreover, sensitivity analysis and comparison with the existing method were engaged to validate the stability and accuracy of the achieved results. The significant results obtained in this study are as follows: presenting, verifying and ranking of 63 important drivers; identifying 22 key drivers; proposing an MCDM model of key drivers. The outcomes show that the proposed method in this study is an effective and accurate tool that could help managers make better decisions.
Key Findings
1
A multi-criteria decision-making model is developed to support managers in selecting and prioritizing lean construction drivers.
2
An entropy-weighted TOPSIS methodology is proposed to rank lean construction drivers and identify the most influential ones.
3
Sensitivity analysis and comparison with an existing method support the stability and accuracy of the proposed approach.
4
The empirical study in the Malaysian construction industry identifies 22 key drivers for successful and sustainable lean construction implementation.
5
The study identifies and verifies 63 important drivers of successful and sustainable lean construction implementation across social, economic, and environmental dimensions.
Research Object
lean construction implementation in the Malaysian construction industry
Research Subject
the identification, ranking, and prioritization of critical drivers for successful and sustainable implementation across social, economic, and environmental sustainability dimensions
Publication Details
Publication Date
2020-02-05
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