Analyzing supplier quality management practices in the construction industry

被引:0
|
作者
AlMaian, Rufaidah Y. [1 ]
Needy, Kim LaScola [2 ]
Walsh, Kenneth D. [3 ]
Alves, Thais da C. L. [3 ]
Scala, Natalie M. [4 ]
机构
[1] Kuwait Univ, Dept Ind & Syst Engn, Khaldeya, Kuwait
[2] Univ Arkansas, Dept Ind Engn, Fayetteville, AR 72701 USA
[3] San Diego State Univ, Dept Civil Construct & Environm Engn, San Diego, CA 92182 USA
[4] Towson Univ, Dept E Business & Technol Management, Towson, MD USA
关键词
analytic hierarchy process; construction industry; multivariate data analysis; principal component analysis (PCA); supplier quality management (SQM); MULTIVARIATE DATA;
D O I
10.1080/08982112.2015.1086927
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Supplier quality management (SQM) is an important function in the construction industry. Many construction organizations place high importance on using quantitative analyses to select effective SQM practices that ensure that materials, assemblies, and fabricated equipment for the construction project are within quality specifications. However, traditional quantitative analysis methods may be limited because the process of acquiring enough data to conduct the analyses is time consuming and costly. This article discusses the use of principal component analysis (PCA) to analyze a number of SQM practices from construction organizations known for their effective SQM. PCA is useful in this study because the data available for analysis are small in size and multivariate. SQM practices are discussed extensively and validated with subject matter experts (SMEs) using the analytical hierarchy process (AHP). We show that supplier's work observation, supplier performance rating, inspection effort tracking, and inspection and testing plans are important practices for SQM. We propose a quantitative methodology that can be used by quality engineers to analyze small sample size data. The research also describes how AHP, an analysis method based on expert judgment, can be used to validate and support the conclusions drawn from small sample size analyses. Identification of important SQM practices can benefit construction professionals with limited resources.
引用
收藏
页码:175 / 183
页数:9
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