Data Sets For Population Health Management Essay

Data Sets For Population Health Management

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Scenario

Effective population health management programs require healthcare providers to rely heavily on big data derived from both their own health IT systems, from their business partners, and from state and federal database sets that are available for providers.

Providers, payers, and other stakeholders must choose the right big data sources to support their population health management initiatives. To develop a comprehensive portrait of a patient’s clinical, financial, and social risks, healthcare providers must aggregate key data from across the care continuum before they can leverage risk scoring frameworks and target interventions to individuals.

Instructions
Your task as a PHM program leader is to focus on a specific population health medical case that is critical for your local population, such as diabetes management, asthma care, heart disease, or smoking cessation, etc. For this assessment perform the following:

Identify big data sources and types for your health system population health management program that was introduced in the module 01 summative assessment. Then describe what specific various data elements are needed to help providers make immediate gains in patient well-being while developing best practices for future initiatives.<
Assess how learning to use more readily available data, like demographics, ICD-10 codes, and ADT alerts, will be a vital first step for eventually integrating much more complex and varied big data into the population health management ecosystem.
5 References

Grading Rubrics

Critical Elements

Distinguished

(100%)

Proficient

(85%)

Basic

(70%)

Below Expectations

(50%)

Non-Performance

(0%)

Thesis Statement

Raises the strongest objection to the thesis presented in the assignment. The objection is strongly grounded in research and logical reasoning.

Raises a plausible objection to the thesis presented in the assignment. The objection is mostly grounded in research and logical reasoning.

Raises an objection to the thesis presented in the assignment. The objection is somewhat grounded in research and logical reasoning.

Attempts to raise an objection to the thesis presented in the assignment. The objection is minimally grounded in research and logical reasoning.

The objection to the thesis is either nonexistent or lacks the components described in the assignment instructions.

Counter Argument

Provides a strong, thorough rebuttal to the objection. The rebuttal effectively demonstrates that the thesis can withstand the objection and applies the principles of charity and accuracy.

Provides a rebuttal to the objection. The rebuttal mostly demonstrates that the thesis can withstand the objection and mostly applies the principles of charity and accuracy.

Provides a limited rebuttal to the objection. The rebuttal somewhat demonstrates that the thesis can withstand the objection and somewhat applies the principles of charity and accuracy.

Attempts to provide a rebuttal to the objection; however, the rebuttal minimally demonstrates that the thesis can withstand the objection and does not apply the principles of charity and accuracy.

The rebuttal is either nonexistent or lacks the components described in the assignment instructions.

Conclusion

– Provides clear and concise closing remarks that comprehensively summarize the essay. The remarks consider the broader controversy and/or further research that could offer additional insight into the moral solution of the business problem.

Provides closing remarks that summarize the essay. The remarks mostly consider the broader controversy and/or further research that could offer additional insight into the moral solution of the business problem. The closing remarks are somewhat unclear.

Provides closing remarks that minimally summarizes the essay. The remarks minimally consider the broader controversy and/or further research that could offer additional insight into the moral solution of the business problems. The closing remarks are unclear and/or vague.

Attempts to provide closing remarks that summarize the essay, however, the remarks do not consider the broader controversy and/or further research that could offer additional insight into the moral solution of the business problem. The closing remarks are unclear and vague.

The closing remarks are either nonexistent or lack the components described in the assignment instructions.

Written Communication: Context of and Purpose for Writing

Demonstrates methodical application of organization and presentation of content. The purpose of the writing is evident and easy to understand. Summaries, quotes, and/or paraphrases fit naturally into the sentences and paragraphs. Paper flows smoothly.

Demonstrates sufficient application of organization and presentation of content. The purpose of the writing is, for the most part, clear and easy to understand. There are some problems with the blending of summaries, paraphrases, and quotes. Paper flows somewhat smoothly.

Demonstrates a limited understanding of organization and presentation of content in written work. The purpose of the writing is somewhat evident but may not be integrated throughout the assignment. There are many problems with the blending of summaries, paraphrases, and quotes. Paper does not flow smoothly in all sections.

Organization and presentation of content are extremely limited. The purpose of the writing is unclear. There is little or no blending of summaries, paraphrases, and quotes. Paper does not flow smoothly when read.