Design For Six Sigma (DFSS) Approach for Creating CLEAR Lessons Learned Database

  • Siddharth Banerjee
    Affiliation

    Department of Civil, Construction, and Environmental Engineering, Faculty of Construction Engineering, North Carolina State University, 222 Mann Hall, 2501 Stinson Dr, 27695 Raleigh, North Carolina, USA

  • Edward J. Jaselskis
    Affiliation

    Department of Civil, Construction, and Environmental Engineering, Faculty of Construction Engineering, North Carolina State University, 222 Mann Hall, 2501 Stinson Dr, 27695 Raleigh, North Carolina, USA

  • Abdullah F. Alsharef
    Affiliation

    Department of Civil, Construction, and Environmental Engineering, Faculty of Construction Engineering, North Carolina State University, 222 Mann Hall, 2501 Stinson Dr, 27695 Raleigh, North Carolina, USA

Abstract

Project personnel working in construction sites fail to transfer invaluable experiences gained mostly due to the absence of a formalized process to record such information. Construction projects are seldom repetitive in nature and this highlights the need for organizations to have in place robust data repositories to facilitate knowledge sharing. This paper describes an effort in creating a new internal-only web-based lessons learned database named Communicate Lessons, Exchange Advice, Record (CLEAR) for the North Carolina Department of Transportation (NCDOT). A Design For Six Sigma (DFSS) approach of Identify, Define, Develop, Optimize, and Verify (IDDOV) model was used. Findings from this study will help NCDOT to institutionalize knowledge and improve project cost variations and schedule predictability. In conjunction with this database, a data dashboard is envisioned to provide effective visualizations for the upper management to make informed decisions based on the lessons information in the database. The dashboard will include success metrics such as detecting reduced numbers of claims and claims amounts, witnessing periodical increase in lessons uploaded into the database, and enhanced communication among specialized staff. This approach is a significant contribution to the existing body of knowledge in lessons learned database implementation for construction applications. The anticipated outcome of this new application will be a more efficient and effective public organization through reduced claims, improved designs, and construction workflows, and improved policies and standards. Future researchers can make use of information presented in this paper to build new robust lessons learned systems to improve organizational efficiency.

Keywords: lessons learned database, six sigma, knowledge management, data repository, organizational efficiency
Published online
2020-02-14
How to Cite
Banerjee, S., Jaselskis, E. J., Alsharef, A. F. (2020) “Design For Six Sigma (DFSS) Approach for Creating CLEAR Lessons Learned Database”, Periodica Polytechnica Architecture, 51(1), pp. 75-82. https://doi.org/10.3311/PPar.15442
Section
Articles