Assessment 3 Instructions: Data Integration
- Create a data integration strategy map illustrating a strategic framework, accountability, and quality and control mechanisms. Write a workplace brief (5-7 pages) to accompany the strategy map that provides a data integration strategy for a health care organization.Data integration, sometimes referred to as interoperability, involves combining data from different sources. Data integration allows communication between information systems to occur, and it is foundational to data management. Despite the widespread adoption of advanced technologies, such as the electronic health record, data integration remains a challenge for many health care organizations. The use of data from multiple sources further compounds the challenge. A seamless integration process is the direct result of design, architecture, and high quality data. Data architecture defines the policies, guidelines, standards, and models that support organizational data management. Like data integration, data architecture is a foundational component for any information system. Data architecture defines what information the organization collects, uses, stores, standardizes, and integrates. Problems with data quality arise in health care organizations when data architecture and integration are ineffective. When health information systems do not integrate, the information in those systems cannot be accessed appropriately. This can have real-life consequences in health care; medical errors and adverse health outcomes can result from missing, incomplete, or inaccurate information. Developing a data integration strategy map is a way to organize the plan or approach to data governance. A data integration strategy map is a snapshot, or single-view diagram, that illustrates the organization’s data integration strategy. People within the organization use the data integration strategy map as a reference tool to quickly identify and communicate the data integration plan.In this assessment, you will continue in your role as Independence Medical Center’s Privacy and Security Manager. The Risk Management Director, who works to prevent situations of liability for the medical center, is interested in a tool to support his role in the organization. Specifically, the Risk Management Director anticipates and plans for potential issues related to privacy and security and is responsible for managing privacy- and security-related hospital policies and procedures. He has asked that the two of you work together to develop a data integration strategy map as part of Independence Medical Center’s data management governance plan.
Demonstration of Proficiency
By successfully completing this assessment, you will demonstrate your proficiency in the course competencies through the following assessment scoring guide criteria:
- Competency 2: Recommend data integration strategy for multiple sources and data governance.
- Create a data integration strategy map demonstrating a strategic framework, accountability, and quality and control measures.
- Explain the use of a master patient index (MPI) in patient information integration.
- Describe how data formatting differences impact data integration with information systems.
- Competency 4: Analyze effects of database design and architecture in integrating and using various data sources.
- Assess data quality and integration issues influencing database design and architecture.
- Recommend an integration strategy for Independence Medical Center based on the elements outlined in the data integration strategy map.
- Competency 5: Communicate professionally in a health care environment.
- Create clear, well-organized, professional documents that are generally free of errors in grammar, punctuation, and spelling.
- Follow APA style and formatting guidelines for citations and references.
Preparation
This requires you to create a workplace brief and data integration strategy map that identifies Independence Medical Center’s data quality issues and recommends strategies to remedy those issues. In Assessment 2, you examined Independence Medical Center’s core written data sets and identified data quality issues and recommended strategies to address those issues. In this assessment, you are carrying your work one step further. Here you will not just be relying on written data sets, but you will have the opportunity to interview users to learn more about the data quality issues that are surfacing at the medical center. The whole point in this assessment is to gather information from written data and interviews with users to create a master list of data issues and then to recommend strategies for addressing those issues in total. To prepare for this assessment, do the following:
- View the following media piece. From it you will learn about the perspectives of various Independence Medical Center’s data users on data quality issues occurring within the Center.
- Revisit the work you completed in Assessments 1 and 2. In Assessment 1, you created a DMGP for Independence Medical Center. In Assessment 2 you created a data discovery report relating to data quality issues you discovered from examining Independence Medical Center’s various data sets.
Instructions
Your work on creating a new DMPG for Independence Medical Center continues. So far you have created a framework for a DMPG and have examined Independence Medical Center’s various data sets for data quality issues.You next step is to formulate a strategy to resolve and support data quality issues. The Risk Management Director has asked you to work with him to develop, as part of the DMGP, a data integration strategy map and a workplace brief with recommendations to resolve data quality issues. The data integration strategy map is an overview. It is a visual representation of the data integration strategy plan. The workplace brief expands on and explains the information contained in the data integration strategy map. The Risk Management Director has scheduled interviews with various data users at Independence Medical, so you can continue to collect information for your DMGP. These are included in the Vila Health: Data Integration media piece. He has provided a template for the strategy map to help you organize the information. This is also included within the media piece. This assessment consists of two parts.
Part 1: Data Integration Strategy Map
Create a data integration strategy map for Independence Medical Center that illustrates a strategic framework, accountability, and quality and control mechanisms. Use the information you gleaned from the interviews conducted in the Vila Health: Data Integration media piece and the template provided in the media piece to create your strategy map. Also refer to the work you did in Assessments 1 and 2. Be sure to complete all nine cells in the strategy map; you will need to select only the most critical information to include.
Part 2: Workplace Brief
Often in health care organizations, data management issues, such as data quality, serve as the catalyst for organizations to develop a data governance and management plan. These issues also can drive strategies to implement the plan. To support the data integration strategy map you completed in Part 1 of this assessment, write a 5–7 page workplace brief that summarizes your findings and explains how these findings relate to Independence Medical Center’s ultimate goal of developing a DMGP. Your workplace brief needs to address all of the following headings and answer the questions underneath each heading.
- Statement of the Problem (1 to 2 paragraphs).
- How would you summarize Independence Medical Center’s data quality and data integration issues you have uncovered to date?
- Data Management (1 page).
- How is a master patient index (MPI) used in patient information integration?
- Quality (1 page).
- How do data formatting issues impact data integration with information systems?
- Discovery (1 1/2 to 2 pages).
- Based on what you learned from completing Assessments 1 and 2 and from the interviews you viewed as part of this assessment, what data quality and data integration issues did you identify that influence database design and architecture?
- Recommendations (1 1/2 to 2 pages).
- Based on the strategy map you created, what is the integration strategy you recommend for Independence Medical Center.
- Conclusion (1 to 2 paragraphs).
- What are the key takeaways you want the Risk Management Director to remember about Independence Medical Center’s data quality and data integration issues from your strategy map and your workplace brief?
Additional Requirements
- Length: 5–7 double-spaced pages for the workplace brief, in addition to your data integration strategy map. You may use any software to create your strategy map, such as Microsoft Word, PowerPoint, Excel, Visio, et cetera.
- Font and font size: Times Roman, 12-point type.
- APA: Follow APA style and formatting guidelines for citations and references. Include a separate References page.
- Writing: Create clear, well-organized, professional documents that are generally free of errors in grammar, punctuation, and spelling.
- Resources: Data Integration and Interoperability
- Health Care Administration Undergraduate Library Research Guide
- Consult this guide as needed to conduct independent research on course topics. This resource will direct you to scholarly, peer-reviewed, and authoritative resources.
- Data Quality and Integration | Transcript.
- Hobson, C. (2017). Achieving your FHIR share of interoperability. Health Management Technology, 38(4), 22.
- Resources: Data Architecture
- Colbert, J. (2016). Five pillars of data analytics. Health Management Technology, 37(4), 20.
- Competency 2: Recommend data integration strategy for multiple sources and data governance.
Expert Solution Preview
Introduction: The primary task of a medical professor in charge of creating college assignments and answers for medical college students is to design and conduct lectures, evaluate student performance, and provide feedback through exams and assignments. One such assignment is Assessment 3, which involves creating a data integration strategy map illustrating a strategic framework, accountability, and quality and control mechanisms. In addition, a workplace brief needs to be written to accompany the strategy map that provides a data integration strategy for a health care organization.
Part 1: Data Integration Strategy Map
A data integration strategy map for Independence Medical Center needs to be created that illustrates a strategic framework, accountability, and quality and control mechanisms. The information gathered from the interviews conducted in the Vila Health: Data Integration media piece and the template provided in the media piece needs to be used to create the strategy map. The work done in Assessments 1 and 2 also needs to be referred to. The strategy map needs to complete all nine cells and only include the most critical information.
Part 2: Workplace Brief
A 5–7 page workplace brief that summarizes the findings and explains how they relate to Independence Medical Center’s ultimate goal of developing a DMGP needs to be written to support the data integration strategy map created in Part 1 of this assessment. The workplace brief needs to address Statement of the Problem, Data Management, Quality, Discovery, Recommendations, and Conclusion.
Statement of the Problem: A summary of Independence Medical Center’s data quality and data integration issues that have been uncovered to date needs to be mentioned in one to two paragraphs.
Data Management: An explanation of how a master patient index (MPI) is used in patient information integration needs to be mentioned in one page.
Quality: An explanation of how data formatting issues impact data integration with information systems needs to be mentioned in one page.
Discovery: A discussion of the data quality and data integration issues that have been identified that influence database design and architecture based on what was learned from completing Assessments 1 and 2 and from the interviews viewed as part of this assessment needs to be included in one and a half to two pages.
Recommendations: Based on the strategy map created, the integration strategy recommended for Independence Medical Center needs to be mentioned in one and a half to two pages.
Conclusion: In one to two paragraphs, the key takeaways of Independence Medical Center’s data quality and data integration issues from the strategy map and the workplace brief that the Risk Management Director should remember need to be mentioned.
Additional Requirements: The workplace brief needs to be 5–7 double-spaced pages, and the data integration strategy map needs to be created using any software like Microsoft Word, PowerPoint, Excel, Visio, etc. Times Roman 12 point font needs to be used, and APA style and formatting guidelines need to be followed for citations and references.
