Discussion 1. Select a specific clinical problem and post a clinical question that could potentially be answered using data mining. Identify data mining techniques you would apply to this challenge, and provide your rationale. Are there any specific data mining techniques you would not use? Support your decision. Discussion 2. Using the clinical question you identified from above, determine the individual components to that question and pinpoint the location in the hypothetical database where the information you require will be extracted. Note .Please make sure that each question is fully answered. These two discussion questions tie together. Each part of the question needed to be answered fully with professional nursing journals to support each part of the question.

OverviewWrite an article for a community newsletter for a local retirement village that explains the laws, policies, and choices surrounding end-of-life health care decisions.By successfully completing this assessment, you will demonstrate your proficiency in the following course competencies and assessment criteria:Competency 1: Explain the effect of health care policies, legislation, and legal issues on health care delivery and patient outcomes.Identify the primary policies that define current health care practices in regard to end-of-life health care decisions.Explain the legislation that generated end-of-life health care policies.Competency 2: Explain the effect of regulatory environments and controls on health care delivery and patient outcomes.Explain the effect of end-of-life regulations and controls on patient outcomes.Competency 3: Apply professional nursing ethical standards and principles to the decision-making process.Describe the role of the nurse in end-of-life decision making with patients and their families.Describe the ethical considerations that have influenced policy decisions in regard to end-of-life decisions.Competency 4: Communicate in a manner that is consistent with expectations of nursing professionals. Write content clearly and logically, with correct use of grammar, punctuation, and mechanics.Correctly format citations and references using APA style.ContextNurses are at the bedside during the dying process; they spend entire shifts with patients and families; they develop trusting relationships; and they are competent to assess patient and family needs. Nurses gain a unique perspective that allows them to become aware when a patient is not responding to treatment. This perspective places nurses in a position to facilitate end-of-life decision making. (Adams, Bailey. Anderson, & Docherty, 2011, para. 4)ReferenceAdams, J. A., Bailey, D. E., Jr., Anderson, R. A., & Docherty, S. L. (2011). Nursing roles and strategies in end-of-life decision making in acute care: A systematic review of the literature. Nursing Research and Practice, 2011.Questions to ConsiderTo deepen your understanding, you are encouraged to consider the questions below and discuss them with a fellow learner, a work associate, an interested friend, or a member of your professional community.How should nurses manage patients whose end-of-life decisions may run contrary to their personal beliefs and values?How can nurses influence new policies, laws, or legislation regarding end-of life decisions?What are some of the most difficult decisions patients and families have to make at the end of the patient's life?Internet ResourcesAccess the following resources by clicking the links provided. Please note that URLs change frequently. Permissions for the following links have been either granted or deemed appropriate for educational use at the time of course publication.American Nurses Association. (2016). Position statement: Nurses' Roles and Responsibilities in Providing Care and Support at the End of Life. Retrieved from https://www.nursingworld.org/~4adf1c/globalassets/...Assessment InstructionsYour manager asked you to prepare an article for a community newsletter for a local retirement village. The editor wants you to talk about the laws, policies, and choices surrounding end-of-life health care decisionsPreparation Search the Capella library and the Internet for scholarly and professional peer-reviewed articles on end-of-life care. You will need at least three articles to use as support for your work on this assessment.DirectionsWrite an article of 750–1,000 words (3–4 pages) that discusses the laws, policies, and choices surrounding end-of-life health care decisions. Address the following in your article: Describe the role of the nurse in end-of-life decision making with patients and their families.Explain the legislation that generated end-of-life health care policies. Was the legislation an outcome of a specific medical case?Identify the primary policies regarding current health care practices related to end-of-life health care decisions. How to these policies affect treatment decisions?Explain the effect of end-of-life regulations and controls on patient outcomes. What effect does this have on the nurse-patient relationship?Describe the ethical considerations that have influenced policy decisions in regard to end-of-life decisions.Additional RequirementsYour article should meet the following requirements:Written communication: Written communication should be free of errors that detract from the overall message.References: Cite a minimum of three resources; a majority of these should be peer-reviewed sources. Your reference list should be appropriate to the body of literature available on this topic that has been published in the past 5 years.APA format: Resources and citations should be formatted according to current APA style and formatting.Length: 750–1,000 words or 3–4 typed, double-spaced pages, excluding title page and reference page. Use Microsoft Word to complete the assessment.Font and font size: Times New Roman, 12-point.End-of-Life Decisions Scoring GuideCRITERIANON-PERFORMANCEBASICPROFICIENTDISTINGUISHEDDescribe the role of the nurse in end-of-life decision making with patients and their families.Does not describe the role of the nurse in end-of-life decision making with patients and their families.Describes the role of the nurse in end-of-life decision making with patients and their families but the information is incomplete.Describes the role of the nurse in end-of-life decision making with patients and their families.Describes the role of the nurse in end-of-life decision making with patients and their families, and identifies strategies for an effective process.Identify the primary policies that define current health care practices in regard to end-of-life health care decisions.Does not identify the primary policies that define current health care practices in regard to end-of-life health care decisions.Identifies some policies that define current health care practices in regard to end-of-life health care decisions but key policies are missing.Identifies the primary policies that define current health care practices in regard to end-of-life health care decisions.Identifies the primary policies that define current health care practices in regard to end-of-life health care decisions, and explains how the policies have changed the way health care professionals work with patients.Explain the effect of end-of-life regulations and controls on patient outcomes.Does not explain the effect of end-of-life regulations and controls on patient outcomes.Explains the effect of end-of-life regulations and controls on patient outcomes but key elements are missing from the explanations.Explains the effect of end-of-life regulations and controls on patient outcomes.Explains the effect of end-of-life regulations and controls on patient outcomes and why it is important to make end-of-life decisions with a health care professional.Explain the legislation that generated end-of-life health care policies.Does not explain the legislation that generated end-of-life health care policies.Identifies but does not explain the legislation that generated end-of-life health care policies.Explains the legislation that generated end-of-life health care policies.Explains the legislation that generated end-of- life health care policies and includes a brief summary of why these laws were passed.Describe the ethical considerations that have influenced policy decisions in regard to end-of-life decisions.Does not describe the ethical considerations that have influenced policy decisions in regard to end-of-life decisions.Identifies but does not describe the ethical considerations that have influenced policy decisions in regard to end-of-life decisions.Describes the ethical considerations that have influenced policy decisions in regard to end-of-life decisions.Describes the ethical considerations that have influenced policy decisions in regard to end-of-life decisions and illustrates with real-world examples.Write content clearly and logically, with correct use of grammar, punctuation, and mechanics.Does not write content clearly, logically, or with correct use of grammar, punctuation, and mechanics.Writes with errors in clarity, logic, grammar, punctuation, or mechanics.Writes content clearly and logically, with correct use of grammar, punctuation, and mechanics.Writes clearly and logically, with correct use spelling, grammar, punctuation, and mechanics, and uses relevant evidence to support a central idea.Correctly formats citations and references using APA style.Does not format citations and references using APA style.Formats citations and references with errors.Correctly formats citations and references using APA style. Citations contain a few errors.Correctly formats citations and references using APA style. Citations are free from all errors.

1. Introduction (25%) Deliver a short-lived synopsis of the meaning (not a description) of each Chapter and articles you read, in your own words. 2. Your Critique (50%) What is your reaction to the content of the articles? What did you learn about Medical Coding and the Purpose of ICD-9-CM? What did you learn about PPO, HMO and POS Health Plans? Did these Chapter and articles change your thoughts about Third-Party Payers? If so, how? If not, what remained the same? 3. Conclusion (15%) Briefly summarize your thoughts & conclusion to your critique of the articles and Chapter you read.  How did these articles and Chapters impact your thoughts on the purpose of an electronic encounter form in an EHR. Evaluation will be based on how clearly you respond to the above, in particular: a) The clarity with which you critique the articles; b) The depth, scope, and organization of your paper; and, c) Your conclusions, including a description of the impact of these articles and Chapters on any Health Care Setting. http://www.library.armstrong.edu/eres/docs/eres/MHSA8630-1_CROSBY/863001croThird.pdf