target audience: TECH BUYER  Publication date: Dec 2023 - Document type: IDC PlanScape - Doc  Document number: # US51397423

IDC PlanScape: Data Quality Management

By:  Stewart Bond Loading

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Table of Contents


  • IDC PlanScape Figure

    • Figure: IDC PlanScape: Executive Summary of Data Quality Management

  • Executive Summary

  • Why Is Data Quality Management Important?

    • Figure: Level of Trust in Data and Analytics

    • Figure: Population of Trust

    • Figure: Impact of Data Quality and Trust on Business Metrics

  • What Is Data Quality Management?

  • Who Are the Key Stakeholders?

    • Table: Data Quality Management Roles

  • How Can My Organization Take Advantage of Data Quality Management?

    • Defining a Data Quality Strategy

    • Data Quality Assessments

    • Figure: Data Context Diagram

    • Root Cause Analysis

    • Figure: Root Cause Analysis

    • Resolution

    • Clean and Correct

    • Measure and Monitor

    • DataOps

  • Advice for Technology Buyers

  • Related Research