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Data Consistency

A3

Develop the sources of data, and structure the data required to conduct budget performance analyses. Develop a common budget management terminology in the organization to enable wider comparisons to be made.

Improvement Planning

Practices-Outcomes-Metrics (POM)

Representative POMs are described for Data Consistency at each level of maturity.

2Basic
  • Practice
    Use multiple databases and some unstructured data sources for IT budget performance analysis.
    Outcome
    Unstructured data compiled from various sources provides initial insights for tracking and reporting activities.
    Metric
    # of databases providing 'data of record'.% of data fields duplicated in more than one database.
  • Practice
    Use common budget management terminology within the IT function.
    Outcome
    A common understanding of budget management terminology facilitates some data comparisons in the IT function.
    Metric
    % of employees who understand the common budget management terminology.
3Intermediate
  • Practice
    Use multiple databases with structured data for IT budget performance analysis.
    Outcome
    Availability of more structured data leads to a more accurate assessment of budget performance.
    Metric
    # of databases providing 'data of record'.% of data fields duplicated in more than one database.
  • Practice
    Adopt a common budget management terminology across all of IT and some other business units.
    Outcome
    A common budget management terminology facilitates comparing like with like across IT and some other business units.
    Metric
    % of employees who understand the common budget management terminology.
4Advanced
  • Practice
    Use a coherent suite of data sources for budget performance analysis and regularly audit the data update processes.
    Outcome
    Regular auditing of the suite of data sources further improves the accuracy and reliability of the assessment of budget performance.
    Metric
    Existence of a single unified database for IT budget performance analysis data.
  • Practice
    Consistently use the common budget management terminology across the whole organization.
    Outcome
    A common understanding of the terminology between IT and the rest of the business facilitates improved organization-wide communication.
    Metric
    % of employees who understand the common budget management terminology.
5Optimized
  • Practice
    Use a single data source (or a coherent suite of multiple sources) with real-time budget performance analysis.
    Outcome
    All IT budget performance data can be accessed in a single database. The analysis process is further improved with real-time data which is always available.
    Metric
    Existence of a single unified database for IT budget performance analysis data.
  • Practice
    Share the universal budget management terminology with relevant business ecosystem partners, to enable comparisons of budget performance.
    Outcome
    Benchmarking ensures that there is a focus on the business value derived from budget oversight.
    Metrics
    • % of employees who understand the common budget management terminology.
    • Existence of ‘business value’ comparisons of budget performance.