The DMAIC approach to problem solving stands for Define, __________, Analyze, Improve and Control.

DMAIC is the foundational, data-driven problem-solving methodology used in Six Sigma projects. The acronym represents the five sequential phases of the process: Define, Measure, Analyze, Improve, and Control. The 'Measure' phase is the second step, where the project team establishes a baseline for the process performance by collecting relevant data. This quantitative understanding of the current state ("As-Is") is crucial for identifying the root causes of problems in the subsequent 'Analyze' phase and later verifying the effectiveness of implemented solutions.

A. Manage: While project management is integral to executing a DMAIC project, "Manage" is not one of the five distinct phases of the methodology itself.
C. Memorize: Memorization is a cognitive learning activity and is not a phase in this structured, analytical process improvement framework.
D. Manipulate: This term is contrary to the ethical and objective principles of Six Sigma, which relies on accurate data and statistical analysis, not manipulation.

1. Antony, J., & Banuelas, R. (2002). Key ingredients for the effective implementation of Six Sigma program. Measuring Business Excellence, 6(4), 20-27. In Section "The Six Sigma problem solving approach (DMAIC)", page 21, the authors state, "The Six Sigma problem solving approach consists of five phases: Define, Measure, Analyse, Improve and Control (DMAIC)." DOI: https://doi.org/10.1108/13683040210451679

2. The Ohio State University, Fisher College of Business. (n.d.). The Five Phases of Lean Six Sigma. In this university courseware overview, the text explicitly states, "The Lean Six Sigma methodology is composed of five phases: Define, Measure, Analyze, Improve and Control (DMAIC)." Retrieved from https://fisher.osu.edu/blogs/lead/blog/the-five-phases-of-lean-six-sigma

3. de Mast, J., & Lokkerbol, J. (2012). An analysis of the Six Sigma DMAIC method from the perspective of problem solving. International Journal of Production Economics, 139(2), 604-614. The abstract and introduction (p. 604) define the DMAIC method as a sequence of five steps: "Define–Measure–Analyze–Improve–Control." DOI: https://doi.org/10.1016/j.ijpe.2012.05.035