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Caboodle Data Model Fundamentals Exam, Exams of Nursing

Meharry Medical College (MMC)Nursing

A comprehensive overview of the caboodle data model, including its key components, terminology, and best practices for reporting and development. It covers topics such as the caboodle dictionary, caboodle executions, caboodle workqueues, caboodle configurations, caboodle bi developers, caboodle administrators, caboodle etl developers, the caboodle star schema, dimensional data model, caboodle staging and reporting databases, data lineage, foreign keys, surrogate keys, type 1 and type 2 data, fact tables, dimension tables, bridge tables, data marts, and more. The document also includes information on the relationship between caboodle and slicerdicer, the caboodle console, and the different user roles and responsibilities within the caboodle ecosystem. This document would be highly valuable for anyone working with the caboodle data model, including data analysts, data engineers, and business intelligence developers.

Typology: Exams

2024/2025

Available from 10/13/2024

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CDW110v Caboodle Data Model
Fundamentals exam with correct
answers
Caboodle Dictionary - correct answer -Basic metadata for tables. Find Descriptions of tables and columns
available in data model. Identify tables that can be linked together.
Caboodle Dictionary Editor - correct answer -In depth view of Caboodle ETL packages and data lineage.
Shows Clarity tables data that extracted from when populating tables, which ETL packages are used by
Caboodle tables and dependencies amongst the tables in Caboodle.
Caboodle Executions - correct answer -Where Caboodle administrators can create, edit, run and monitor
executions. Can be used to schedule recurring executions.
Caboodle Workqueues - correct answer -Logs the different types of issues that can occur during the ETL
process that require manual intervention to resolve.
Caboodle configurations - correct answer -modify settings, perform customizations such as adding
attributes to the data model and view reports related to Caboodle configuration and operation.
Caboodle BI Developers - correct answer -write Caboodle reports and should have access to the
Caboodle Dictionary on the Console. Dictionary provides table descriptions, data lineage for tables and
columns and foreign key information. BI Developers should be familiar with Caboodles dimensional data
model and at least one area of healthcare reportings such as revenue or clinical reporting.
Caboodle Administrators - correct answer -have access to all activities on the Caboodle Console.
Administrators monitor executions, troubleshoot work queue errors and establish system level
configurations.
Caboodle ETL Developers - correct answer -create custom EPIC and n on Epic content for extraction into
the data warehouse, document their work in the dictionary editor and test their work using the ETL tools
available in the console. Custom development notes and documentation relevant to report writers will
be visible in the dictionary.
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CDW110v Caboodle Data Model

Fundamentals exam with correct

answers

Caboodle Dictionary - correct answer -Basic metadata for tables. Find Descriptions of tables and columns available in data model. Identify tables that can be linked together. Caboodle Dictionary Editor - correct answer -In depth view of Caboodle ETL packages and data lineage. Shows Clarity tables data that extracted from when populating tables, which ETL packages are used by Caboodle tables and dependencies amongst the tables in Caboodle. Caboodle Executions - correct answer -Where Caboodle administrators can create, edit, run and monitor executions. Can be used to schedule recurring executions. Caboodle Workqueues - correct answer -Logs the different types of issues that can occur during the ETL process that require manual intervention to resolve. Caboodle configurations - correct answer -modify settings, perform customizations such as adding attributes to the data model and view reports related to Caboodle configuration and operation. Caboodle BI Developers - correct answer -write Caboodle reports and should have access to the Caboodle Dictionary on the Console. Dictionary provides table descriptions, data lineage for tables and columns and foreign key information. BI Developers should be familiar with Caboodles dimensional data model and at least one area of healthcare reportings such as revenue or clinical reporting. Caboodle Administrators - correct answer -have access to all activities on the Caboodle Console. Administrators monitor executions, troubleshoot work queue errors and establish system level configurations. Caboodle ETL Developers - correct answer -create custom EPIC and n on Epic content for extraction into the data warehouse, document their work in the dictionary editor and test their work using the ETL tools available in the console. Custom development notes and documentation relevant to report writers will be visible in the dictionary.

Why use Caboodle - correct answer -Accessibility, Efficiency and fewer tables and simpler joins. SSIS package - correct answer -SQL Server Integration packages : Data is extracted from source systems (Clarity) transformed in the staging database and presented for users in the reporting database. DMCs - correct answer -Data Model Components Data Model Compenents - correct answer -collection of metadata tables that support the ETL process and reporting views stored in the FullAccess schema. DMC type and suffixes - correct answer -Each DMC gets a type and suffix. Dim for dimensions, Fact for facts, Bridge for bridges, Datamart for data marts, AttributeValueDim for EAV tables, X for custom tables Caboodle Star Schema - correct answer -where one central fact table will join to many associated lookup or dimension tables. Dimensional Data Model - correct answer -This structure intentionally makes some compromises to the normalized data model used by Clarity in order to facilitate report writing. The trade off is that it requires more complicated ETL process to maintain. Caboodle consists of a reporting database and a staging database - correct answer - dbo - correct answer -Staging database: import tables and mapping tables live here. Used by administrators for moving data into Caboodle. Reporting Database: dbo schema stores reporting data and acts as the data source for SlicerDicer. Caboodle Dictionary reflects the contents of the dbo schema EPIC - correct answer -Staging Database: Epic schema on the staging database contains the _IdLookup tables, which map source IDs to system-generated Caboodle primary keys in the reporting database. Reporting Database: Prior to Epic 2018 this schema stored the tables used by the SlicerDicer patients data model.

Type 1 data - correct answer -type 1 columns store only the most recent information for a record. example: patient SSN. If type 1 changes it overwrites the value in all rows associated with the record Type 2 data - correct answer -Stores historical data over time, for information like patient address Fact tables - correct answer -fact tables hold all the measures in Caboodle. These are the primary tables that contain the many rows of data created in the source system, such as individual encounters, orders and transactions. Dimension - correct answer -A dimension is a table in Caboodle that contains attributes describing one or more facts. Dimensions are joined to facts to provide descriptive information about them. Bridge - correct answer -A bridge is a table that stores information where many to many relationships are common. Data Mart - correct answer -A data mart is a collection of caboodle data on a topic. Caboodle reporting tip - correct answer -Beginning Aug 2019 add the following SQL Command to top of every report: SET TRANSACTION ISOLATION LEVEL SNAPSHOT; Use the views in FullAccess schema - correct answer -simplifies your report by aggregating the information you find in facts, profile dimensions and bridge tables. Prefix by a descriptor - correct answer -if a query refers to more than one table all columns should be prefixed by a descriptor (table name or alias). Using descriptors ensures you have unambiguous column references preventing issues that can occur when two tables contain columns with the same name. Add a filter - correct answer -add a filter to most queries to exclude Caboodles special rows for unspecified, not applicable and deleted records. Only include rows where the key is greater than 0 NumbersDim - correct answer -NumbersDim contains the integers from 1 to 1000000 which you can reference to help manipulate strings and complete other processes. IF you need more than 1000000 rows to accomplish a task you can refer to NumbersDim multiple times in your query.

Normalized Data - correct answer -Focus is on not repeating data which reduces the size of the database. Dimensional Data - correct answer -Focus is on ease of reporting and uses the start schema which focuses on a central fact table pertaining to a reportable event and surrounding dimension tables providing context for the event. Caboodle report writer - correct answer -Queries data that already exists in database. Use knowledge of the tools and source databases to conduct research into the necessary data points required for a given report. Caboodle Administrator - correct answer -Uses the Caboodle console to manage and monitor the ETL process. Troubleshoot ETL errors and handle configuration steps for database. Caboodle Developer - correct answer -Designs custom DMCs (Data Model Components) and writes SSIS packages to bring additional data into the warehouse. EPIC or non EPIC data. What is the relationship between Caboodle and SlicerDicer - correct answer -SlicerDicer is EPICs self service reporting tool in Hyperspace that dynamically queries Caboodle data. Caboodle Console - correct answer -A web application housed on the Caboodle Server. Includes dictionary, dictionary editor, executions, workqueues and configuration. Data Warehouse - correct answer -A relational database and can be queried by using SQL. ETL - correct answer -Extract, Transform, Load SSIS Package - correct answer -SQL Server Integration Services packages. Development team creates package to extract data to Caboodle from Clarity data and can extract from 3rd party data. Staging database - correct answer -Intermediate storage area for processing data during ETL. Contains IDLookup tables

Column level lineage - correct answer -column level lineage can be found by expanding the Data lineage for Each package under the description of each column. ER Diagrams - correct answer -An entity relationship diagram, or ER diagram. A visual too that displays information about how database object relevant to a particular reporting area join to one another. Reporting with Caboodle guide - correct answer -includes descriptions and reporting examples for most of the tables in Caboodles reporting database. Series of reporting topics, broken down into scenarios and examples for learning to work with Caboodle tables. Conformed Dimension - correct answer -Provide context to multiple facts. All Epic related dimension tables are conformed dimensions. Profile Dimension - correct answer -Stores data that applies to the single fact table. A load package must contain - correct answer -An IdType and ID or known as BusinessKey. The IdType is a label for the type of identifier loaded by the package while the Id stores the unique identifier of the entity in the source.