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- Hoshin Kanri
- Policy deployment method that cascades strategic objectives into annual improvement priorities, targets, and owners, typically using a matrix to guarantee organization-wide alignment.
- Cost of poor quality
- Sum of internal and external failure costs plus appraisal costs; used to size the financial opportunity and justify Six Sigma projects to leadership.
- Balanced scorecard
- Performance framework with four perspectives, financial, customer, internal process, and learning and growth, that balances lagging results against leading drivers.
- Six Sigma champion
- Senior leader who sponsors projects, allocates resources, removes organizational barriers, and validates the financial benefits claimed by project teams.
- Rolled throughput yield
- Product of the first-pass yields of every step in a process; gives the probability a unit passes through without any rework or scrap.
- DPMO
- Defects per million opportunities, calculated as defects divided by the product of units and opportunities, then multiplied by one million.
- Takt time
- Available production time divided by customer demand; sets the pace at which a process must produce in order to meet customer requirements.
- OEE
- Overall Equipment Effectiveness, equal to availability times performance times quality; measures how much scheduled time produces good product.
- Tuckman team stages
- Forming, storming, norming, performing, and adjourning; the predictable sequence a team passes through as it matures and eventually disbands.
- RACI matrix
- Grid assigning Responsible, Accountable, Consulted, and Informed roles for each activity; exactly one person should be accountable per activity.
- Nominal group technique
- Structured group method where members silently write ideas, share them round-robin, clarify each one, then rank-vote to select priority items.
- Thomas-Kilmann conflict modes
- Five conflict-handling approaches, competing, collaborating, compromising, avoiding, and accommodating, chosen by balancing assertiveness against cooperativeness.
- Project charter
- Document stating the business case, problem and goal statements, scope boundaries, team members, milestones, and expected benefits; it formally authorizes the project.
- SMART goal statement
- Goal wording that is Specific, Measurable, Achievable, Relevant, and Time-bound, and that states the metric, baseline, target, and deadline.
- Critical path
- Longest sequence of dependent activities through a project network; it sets the minimum project duration and carries zero float.
- CTQ tree
- Tool that translates broad voice-of-customer needs into quality drivers and then into measurable critical-to-quality characteristics with operational definitions.
- Gage R&R
- Measurement system study separating repeatability (equipment variation) from reproducibility (appraiser variation); percent study variation below 10% is generally acceptable.
- Repeatability versus reproducibility
- Repeatability is variation when one appraiser measures the same parts repeatedly; reproducibility is variation in average measurements between different appraisers.
- Rational subgroup
- Subgroup chosen so within-subgroup variation reflects only common causes, usually consecutive units; between-subgroup differences then reveal process shifts.
- Attribute agreement analysis
- Evaluation of discrete measurement systems using percent agreement within appraiser, between appraisers, and against a known standard, plus kappa statistics.
- Type I error
- Rejecting a true null hypothesis; its probability equals alpha, the producer's risk, and it is also called a false positive.
- Power of a test
- Probability of correctly rejecting a false null hypothesis; equals 1 minus beta and increases with larger sample size and larger true effect.
- ANOVA
- Statistical test comparing means of three or more groups; the F ratio equals between-group mean square divided by within-group mean square.
- RPN in FMEA
- Risk Priority Number, calculated as severity times occurrence times detection; higher values flag failure modes that need priority action.
- Multi-vari chart
- Graph that separates within-piece, piece-to-piece, and time-to-time variation on one display to identify the dominant source of variation.
- Fractional factorial resolution
- Resolution III confounds main effects with two-factor interactions; resolution IV confounds them with three-factor interactions; resolution V keeps main effects clear.
- Poka-yoke
- Mistake-proofing device or design that prevents an error from occurring or detects it immediately so it cannot pass to the next step.
- SMED
- Single-Minute Exchange of Die; a lean method that converts internal setup work, done while the machine is stopped, into external setup.
- 5S
- Workplace organization method with five steps, sort, set in order, shine, standardize, sustain, that exposes waste and supports visual control.
- p-chart
- Attribute control chart plotting fraction defective per subgroup; accommodates varying subgroup sizes by using an average proportion for the control limits.
- Western Electric rules
- Sensitivity rules for control charts, including one point beyond three sigma, two of three beyond two sigma, and runs of eight on one side of the centerline.
- Control plan
- Document listing each process characteristic, specification, measurement method, sample size and frequency, control method, and the reaction plan for out-of-control conditions.