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Practical Applications of Data Analytics

 

Data analytics helps with resource allocation and time management. Data analytics tools empower districts to focus on areas of need, while minimizing time spent on areas requiring less attention. Whether it is monitoring trends or analyzing comparable data of similar districts, these tools improve decision-making and save time.

Written by:  Tim Raymer, Retired Assistant Superintendent, Forest Hills Public Schools

What are Some Practical Applications?

Reality Focus

What is the real history of enrollment, revenues, expenditures, and fund balance? Deal with, and document, the real trends as opposed to perceptions that develop over time and frequently have limited connection to reality.

Data Driven Decisions

Decisions based on data have a sound foundation, are easier to explain, and defendable when necessary. Focusing on trends and peer district comparisons results in discussion and decisions that maximize perspectives and minimize short-sighted thinking. Trends are especially important as they relate to sustainability–critical to any decision.

Refuting Inaccurate Assertions

We are frequently confronted with inaccurate statements that need to be clarified quickly. This is common in negotiations and the budget process. When someone makes an assertion about where dollars are spent, it is helpful to respond with accurate data comparing the district to similar peer districts. As Charles Darwin said, “to kill an error is as good a service as, and sometimes even better than, the establishing of a new truth or fact,” or the shorter version–An attack unanswered is an attack believed.

Messaging Support

Communicating effectively with the Board, employees, and community is critical. Sound data is the foundation of any communication, but effective messaging improves the entire process. Numbers, tables, and budgets are enhanced significantly by self-explanatory graphics and key comparison measurements.

Proactive Positioning

If you aren’t analyzing your data, you are subject to someone else analyzing it. The position of “the analyzer” is preferable to “the analyzee” any day of the week.

Data Analytics is Not an End Product,
But a Key Part of the Process.

You can’t manage solely based on the numbers, but managing without a sound dat foundation invites trouble–both short-term and more importantly long-term. Quality data makes your point, refutes an inaccurate argument, or clarifies your position. It’s important to embrace an analytical orientation toward issues as opposed to a transactional orientation.

As with much of the economy, the school district industry is evolving rapidly. Adapting to this change is critical to success, and sometimes survival. Assembling tools and methods to support this change process provides distinct advantages. Tools that support sustainable trends and identify warning signs are necessary for long-term school district success.

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