When to Buy Data

Have your investments in data generated ROI? Do you have a data strategy? Are you performing quarterly data assessments? Have you ever completed a gap analysis?

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The quality of a company’s data will have a direct impact on the performance of its people, process and technology. Maintaining the quality, timeliness, and completeness of a company’s data will often require working with external data suppliers.

The decision to buy data should only happen after a data assessment, gap analysis and cost benefit analysis have been completed…

The Data Assessment – is an iterative process that aligns to company’s data strategy and go to market plan, and involves:

  • Identifying all data sources
  • Reviewing the data collection procedures
  • Interviewing those responsible for data and analysis
  • Analyzing sample data for quality
  • Setting segmentation based on personas
  • Documenting business process

Data assessments provide qualitative and quantitative insights into data’s…

  • Reliability – Data provides stable and consistent collection processes and analysis
    methods.
  • Validity – Data should clearly and adequately represent the intended result.
  • Timeliness – Data should be available at a useful frequency, should be current, and should be
    timely enough to influence management decision making.
  • Precision – Data have…

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