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Six Points to Bind Data
1.
© 2014 Health
Catalyst www.healthcatalyst.com Proprietary and Confidential Six Points to Bind Data 1
2.
© 2014 Health
Catalyst www.healthcatalyst.com Proprietary and Confidential 1- Bind in the source system: In this scenario, you decide that you want to capture cost-per-case in the source system itself—to enforce that rule and bind it to data in the source system. To bind at this level, you would actually go into your financial system (like PeopleSoft) and create a new field for cost-per-case. 2- Bind during ETL to the source mart: You may decide that you don’t want to create a new field in the source system. Rather, you choose to bind the data while extracting and moving it from the financial system into its source mart. You take the case type, the cost, the number of cases, and all of the inputs needed to calculate cost-per-case. From those inputs, you calculate cost-per-case during the ETL process, and then you store that new cost-per-case element in the financial system’s source mart. Importantly, when binding at this point, you do not store the inputs in the source mart, just the resulting calculation. 3- Bind in the source mart: Binding at this point is similar to number 2 above. The difference is that you store the calculation and the inputs in the source mart. You preserve the discrete inputs in the source mart and do not have to go back into the source system to find them. 4- Bind during ETL to the customized data mart (SAM): Choosing to bind at this point means not storing the calculated cost-per-case in the source mart. Rather, you store the inputs in the source mart and then perform the calculation as the data is extracted and moved into a SAM. At this point, you would store the calculated cost-per-case—not the inputs—in the SAM. 5- Bind in the SAM: With this approach, you store all the inputs and the calculated cost-per-case in the SAM. As I mentioned previously, with the cost-per-case example you wouldn’t want to bind so late in the process. You would open yourself up to the risk of ending up with different calculations from different analysts. 6- Bind in the visualization layer: In this scenario, you only bind in the report itself. You bring in all of the inputs as you build the cost-per-case report, and you calculate cost-per-case on the fly. In the real world, you wouldn’t bind this late for cost-per-case. Binding in the visualization layer is appropriate for “what if” scenario analysis associated with modeling different reimbursement models or defining disease states. Once that exploratory “what if” phase is complete, the new models and definitions can bound at an earlier point. 2 Six Points to Bind Data
3.
© 2014 Health
Catalyst www.healthcatalyst.com Proprietary and Confidential Questions 3 • Learn about the Health Catalyst approach to data binding http://www.healthcatalyst.com/late-binding- approach-to-data-warehousing-healthcare • Contact us to learn more about our solutions and communication tools www.healthcatalyst.com/company/contact-us
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