320 likes | 529 Views
Week 8 - Quality Management Learning Objectives. You should be able to: List and explain common principles of quality management (QM) List, distinguish between, and describe the processes and tools of Quality Planning, Assurance, and Control Apply QM principles to Project Management
E N D
Week 8 - Quality ManagementLearning Objectives You should be able to: • List and explain common principles of quality management (QM) • List, distinguish between, and describe the processes and tools of Quality Planning, Assurance, and Control • Apply QM principles to Project Management • Apply QM principles to software development project management • Demonstrate how the CMM incorporates QM principles
Quality: • is everyone’s job, • comes from prevention not inspection, • means meeting the needs of customers, • demands teamwork, • requires continuous improvement, • involves strategic planning, • means results, • requires clear measures of success.
History of QM/QC/QA • Deming: plan, do, check, act • Juran: improvement, planning, control • Crosby: zero defects, management commitment • Ishikawa • quality circles, root cause of problems • Taguchi: prevention vs. inspection • Feigenbaum: worker responsibility
Quality Management • Organization-wide commitment: culture • Results and measurement focus • Tools and technical support needed • Training and learning • Continuous improvement of each process • Is it necessary? • Can it be done better?
Pre-production leadership information and analysis strategic quality planning Production human resource allocation quality assurance 7 Malcolm Baldrige Award Categories Post-production • quality results • customer satisfaction
ISO 9000 Standard:5 Elements (500 points) • Quality Planning • Performance Information • Cost of Quality (economics) • Continuous Improvement • Customer Satisfaction
Quality in Project Management I • ISO 9000, TQM, CQI principles • Prevention over inspection • lower cost, higher productivity, more cust. satisfaction • Management responsibility and team participation • Plan-do-check-act (re: Deming, etc.) - PDCA • Applied successfully in environments that have well-defined processes and products • More difficult in areas like software development
Quality in Project Management II • Customer satisfaction • validation: “the right job done” • Conformance to specifications • verification: “the job done right” • Fitness for use • can be used as intended • Satisfaction of implied or stated needs • All project stakeholders considered • Project Management: making implicit needs explicit • Project Processes and Product • continuous improvement of both
Product Description QualityStandards Checklists QualityManagementPlan Project Scope Quality Planning Work Results Quality Policy Quality Assurance OperationalDefinitions Quality Control Quality Improvement Actions
Quality Planning (QP) • Identifying relevant quality standards • Determining how to meet them • QP inputs: • quality policy: adopted, disseminated • scope and product description • standards, regulations
Software Quality Planning • Functionality • features: required and optional • Outputs • Performance • volume of data, number of users • response time, growth rate • Reliability: MTBF (mean time between failures) • Maintainability
QP Outputs • Quality management plan • how team will implement quality policy • structure, responsibilities, resources, processes • (same as project plan?) • Operational definitions • metrics: what it is and how it’s measured • Checklists • industry-specific
Quality Assurance (QA) • Evaluating project performance regularly to assure progress towards meeting standards • Inputs: • quality management plan • operational definitions • results of measurements • Outputs: • quality improvement actions • Tools: QP tools, quality audits
QP/QA Tools • Cost / benefit analysis and tradeoffs • less rework = higher productivity, lower costs, stakeholder satisfaction • Design of Experiments • comparison of options, approaches • Benchmarking • comparison of project practices to best practices • Cause and effect (fishbone, etc., diagrams)
Quality Control (QC) • Monitoring project results • Measuring compliance with standards • Determining causes if not in compliance • Identifying ways to eliminate causes • Performed throughout project life cycle
Inputs: Work results Quality Management Plan Operational Definitions Checklists Outputs: Quality Improvement Acceptance decisions Rework Process adjustments corrective or preventive actions Completed checklists project records QC Inputs and Outputs
Inspection: measuring, examining, testing products Control Charts: monitor output variables detect instability in process graphical display of results Pareto analysis 80 / 20 rule histogram: frequencies Statistical sampling acceptable deviation 6-sigma 7-run rule QC Tools
Statistical Quality Control • Prevention • keeping errors out of the process • Inspection • keeping defects from the customer • Sampling: attributes and variables • Tolerances: acceptable ranges • Control limits: acceptable levels
Testing (Software) • During most phases of product development • Unit tests • Integration testing • System testing • User acceptance testing
Improving Software Quality • Leadership • top management and organization-wide commitment to quality • Costs of quality • cost of non-conformance • costs: prevention, appraisal, failures, testing • Work environment
PMI Maturity Model: 5 levels • Ad-hoc: chaotic, chronic cost & schedule delays • Abbreviated: processes in place, but not predictable • Organized: documented, standards that are used • Managed: measures are collected • Adaptive: • feedback enables continuous improvement • project success is norm
Capability Maturity Model (CMM) - 5 levels 1. Initial: chaotic, heroic efforts, unpredictable 2. Repeatable: processes & standards established 3. Defined: documented standards, training, use 4. Managed: quantitative measures, predictable 5. Optimizing: defect-prevention, organization-wide continuous improvement
CMM and Quality(see Appendix A: goals for key process areas) Level 2: • requirements management (customer focus) • project planning (quality planning) • project tracking and oversight (quality control) • software quality assurance • configuration management (prevention)
CMM Level 3 and Quality • organization process focus (commitment) • organization process definition (operational definitions) • training program • software product engineering (prevention) • intergroup organization (teamwork) • peer reviews (teamwork)
CMM Level 4 and Quality • Quantitative process improvement • Software quality management goals • planned and measured CMM Level 5 and Quality • Defect Prevention (prevention) • Technology and Process Change Management (continuous improvement)
Achieving Software Quality • Focus on critical requirements early • Use metrics early and continuously • Provide development tools supporting: • configuration control, change control • test automation, self-documentation • abstraction, reliability, reuse • Early and continuous demonstration-based evaluations • Major milestone demonstrations assessed against critical requirements
Software Quality Measurement • Software quality measured by ease of change • Examples of data collected: • Number and types of changes • number of components / effort (FPs, SLOC, classes...) • number of change orders (SCOs) • number of defective and fixed components • Baseline: total size (SLOC, FP, classes, etc.) • Scrap: broken code, may or may not be fixed • Rework: healthy early in project, should decrease
SCO: Software Change Order 1. rework a poor quality component (fix) 2. rework to improve quality (enhancement) 3. accommodate new customer requirement (scope change) Configured Baseline: • the set of products subject to change control • size of “completed” components
Software Quality Metrics • Modularity: • breakage localization: extent of change re: baseline size • Adaptability • cost of change (effort needed to resolve and retest) • Maturity • number of SCO’s over time = MTBF during testing • Each of above 3 should decrease over time • Maintainability • productivity of rework / productivity of development
Operational Definitions • Defects: measured by change orders SCOs • Open rework (breakage) • broken components measured by SCOs • Closed rework (fixes) • fixed SCOs • Rework effort: effort expended fixing SCOs • Usage time: baseline testing in normal use
Quantifying Quality Metrics • Modularity: • breakage / SCOs • Adaptability • rework effort / SCOs • Maturity • usage time / SCOs (mean time between defects) • Maintainability • (percent broken) / (percent rework vs. total effort) • End-product and “over time” indicators
Pros Team development Accountability Determine causes of defects 20%: critical components Cons Superficial Not cost effective Other QA activities are more effective Peer inspections: pros and cons