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Defining Information Quality (IQ)
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- Quality and information
- Customer satisfaction as business driver
- Defining information quality
- Dispelling myths about IQ
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Applying Quality Principles to Information
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- The information product
- Kaizen, TQM and business excellence principles
- Identifying information ?customers?
- Customer ?expectations? of their information product
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Information Quality Tools and Processes
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- Categories of IQ tools
- IQ tools in the TIQM process
- Total Information Quality Management (TIQM) process overview
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Assessing Data Definition and Information Architecture Quality
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- Data definition quality characteristics
- Measures for data definition quality
- Three categories of data definition quality assessment
- Quality Function Deployment: designing quality in data models
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Assessing Information Quality
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- Information quality characteristics
- Applying statistical quality control (SQC) to information
- Six sigma and information quality
- Measures for information quality
- Guidelines for effective statistical sampling
- Electronic information quality assessment for validity
- Physical information quality assessment for data accuracy
- Guidelines for effective information quality assessment reporting
- Information quality certification
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Measuring the Costs of Nonquality Information and the Value of Quality Information
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- Calculating information costs
- Customer lifetime value as a measure of information value
- Calculating nonquality information cost
- Calculating quality information value
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Improving Information Product Quality: Data Reengineering & Correction (Cleansing)
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- Defining a data clean-up strategy
- Identifying data sources
- "Discovering" business rules in legacy data
- Mapping, transforming, and cleansing legacy data
- Audits and Controls for ETL processes
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Improving Information Process Quality: Data Defect Prevention
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- The Plan-Do-Check-Act cycle for information quality improvement
- Using cause-and-effect diagrams for data defect cause identification
- Planning and implementing process improvements for information quality
- Measuring quality improvements for effectiveness
- From quality assurance to continuous quality improvement
- Best practices for information quality improvement
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Implementing and Sustaining an Information Quality Improvement Environment
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- Information quality management maturity grid
- Conducting an information quality maturity assessment and gap analysis
- Deming's fourteen points of quality applied to information
- Facilitating and enabling culture change
- Organizing for information quality
- Action steps to TIQM success
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