Question

DISCUSSION QUESTIONS analytics questions you would want to consider in yourlowing adage: "Garbage in, garbage out"? 1. Wite a statement outlining the three top big dáta or dat?4. When discussing KDDM, what is the meaning of the fol- work setting. 5. Fig. 23.7 includes 10 components every data governance program should employ. For each component, provide one implication of that component within a healthcare 2. Compare and contrast the types and methods that are available for EDA, predictive, and prescriptive analytics. Give examples of each. using data mining methods? CASE STUDY setting. 3. Why is it necessary to process coded and text data before You are a new hire in a regional office that oversees 35 long 2. One of your first steps would be to assess the health IT capabilities in each of your facilities and at the regional level. Think about what you would want to know about each of these. Consider available local functions, interop- erability (information transfer) of systems, repositories at term care facilities. One of your goals is to build a regional knowledge development program. You have support from your supervisor in developing this new program. Your super- visor went to a recent conference and now understands the potential of using data across facilities for improved decision the local or regional level, and support personnel. making, But your supervisor does not understand how to even 3. Thinking about the skills needed for data science analysts begin such a program and is looking to you to provide some outline an initial team of people you would need to begin guidance. Using the information in this chapter, answer the the program 4. Discuss marketing efforts for this program targeted to the utive staff of the long-term care facilities. Create a list of the kinds of questions that might be answered by using following questions: I. Thinking about the Gartner model that outlines how ana- lytics mature in organizations, what would be your initial goals for a knowledge development program? Discuss initial characteristics of output for a beginning program. data science.

Answer 1

1. The goals of the knowledge developmental programme according to the Gartner model of run , grow and transform are:-

- To establish an advanced health information system

- To make availability of data to evolve new knowledge by conducting research.

- To make the population aware about the basic health plans and policies

- To provide people health education to improve ,prevent and restore health.

2. To assess the IT department capabilities there must be surveillance about the following :-

- assessment of the hospital software

- ensuring individual login IDs

- safety and security of the software

- flexibility of the software

- interoperability function of the software across the regional offices

3. A team of data science analytics should include :-

- data analyst

- data manager

- data developer

- product manager

- data scientist