Theses and Dissertations
Issuing Body
Mississippi State University
Advisor
Smith, Brian
Committee Member
Bullington, Stanley F.
Committee Member
Tian, Wenmeng
Committee Member
Ma, Junfeng
Date of Degree
5-1-2020
Original embargo terms
Visible to MSU only for 2 years
Document Type
Dissertation - Open Access
Major
Industrial and Systems Engineering
Degree Name
Doctor of Philosophy
Degree Name
Doctor of Philosophy (Ph.D)
College
James Worth Bagley College of Engineering
College
James Worth Bagley College of Engineering
Department
Department of Industrial and Systems Engineering
Department
Department of Industrial and Systems Engineering
Abstract
Successfully implementing continuous improvement and quality methodologies have been challenging over the past century. Challenges occur in managing change in the organization, which can be effectively addressed through relationship building in concert with strong leadership. Even with solid leadership, change management, and relationship building, initiatives have challenges quantifying and identifying when to intervene in order to keep them on track for success. Creating a quantitative model using a 3-parameter logit s-curve, Blythe S-curve, to illustrate the growth and decay of the handoff of projects to the process owner will allow leadership the knowledge and direction to keep the initiative moving in a positive direction. Leveraging the Hotelling T2 multivariate charts on the residuals derived from the Blythe S-curve will give definitive statistical evidence on when to intervene on projects in the earliest possible time frame. Leaders in organizations implementing and actively using change management, relationship building, the Blythe S-curve model, and Hotelling T2 multivariate charts to drive quality and continuous improvement methodologies in their organization will improve the likelihood of success.
URI
https://hdl.handle.net/11668/16496
Recommended Citation
Kelly, William, "Enhancing continuous improvement projects with the Blythe S-curve and multivariate control charts" (2020). Theses and Dissertations. 1890.
https://scholarsjunction.msstate.edu/td/1890