From social network to data envelopment analysis: Identifying benchmarks at the site management level

Abbasian-Hosseini, S A; Hsiang, S M; Leming, M L and Liu, M (2014) From social network to data envelopment analysis: Identifying benchmarks at the site management level. Journal of Construction Engineering and Management, 140(8): 04014028, ISSN 0733-9364

Abstract

It is widely accepted in the construction industry that contract documents, specifying the responsibility and risk of each participant, are the basis for project managers' and superintendents' decision making (DM). However, in practice strict adherence to the formal procedures and chains of command would not always be possible without an unacceptable expenditure of time and money. Although much attention is given to the decisions at the project manager and superintendent level, the underlying rules and mechanisms for the moment-to-moment DM at the site management level has not been documented. In this paper, a social network (SN)-based data envelopment analysis (DEA) benchmarking procedure (SDBP), which combines DEA (assessing the relative efficiency of DM units) and SN (concentrating on the relationships amongst DM units) to identify the benchmarks for the inefficient specialty trades (STs). This paper also uses a case study to illustrate how to implement the SDBP. This research contributes to the body of knowledge because it combines the DEA and SN analysis for the first time to propose a new method of identifying the improvement direction (benchmarks) for STs of a project. This technique is beneficial to project managers because it (1) untangles the role and effectiveness of the existing interactions and interdependencies among the STs, (2) evaluates the STs' potential for being benchmarks, and (3) outlines how an inefficient ST can improve its performance through learning from the practices of other good performers (social learning).

Item Type: Article
Uncontrolled Keywords: benchmarking; construction trades; data envelopment analysis; labor and personnel issues; social learning; social network
Index terms: site management, effectiveness, construction industry, interaction, data envelopment analysis, efficiency, case study, project manager, decision-making, contract document, body of knowledge, benchmarking, personnel, social learning, social network
Subjects: knowledge management, data analysis and analytics, construction operations, data collection methods, profession, decision analysis, sociology, behavioral psychology, industry analysis, performance management, theoretical framing, management, performance measurement, contractual condition
Topics: Site Management, Contract Administration, Human Resources, Quality Management, Roles and Professions, Risk Management, Information Management, Research Practice
Descriptive scope: 5 PCTEA

N.B. Descriptive scope is a count of how many of the five facets of empirical research are indicated by the words used in title, abstract and keywords. It is not intended as a judgement on the research; merely a count of the kind of word we would expect to indicate Phenomenon, Concepts, Theoretical framing, Empirical techniques, Analytical techniques. If all five are present, then a code of “5 PCTEA” will indicate this. If you feel the coding for this record is questionable, we welcome discussion around the terms we matched or the way we categorized them. The facet you would expect may not be coded, or a facet may be coded inappropriately. This can also bear on a larger question, of which facets should be treated as defining in construction management research. Please get in touch, and we will look at it. More details here