Run a multiple linear regression model and explain/predict Net Hospital Benefits (Net Revenue).
Multiple Linear RegressionFor Exercise 4, you are going to undertake data analysis using the multiple linear regression analytical tool. You can use the tool in any Analysis ToolPak or R (RStudio). In this instance, the analysis you are going to undertake will be slightly different depending on whether you are using an Analysis ToolPak or R. But irrespective of which tool you use you will start by setting up your data and preparing it for Regression Analysis.Please set up your data set for regression analysis this way:Select the columns (variables) of data that you need for all your regression runs. Create new columns (variables) of data by calculating and copying the cells. Copy all the columns (variables) of data that you need for all your regression runs to a new worksheet. Please clean up your data set for regression analysis by eliminating any data rows with missing values (or imputing the missing values) before you run the Regression to avoid errors. (The Medicare and Medicaid Discharge ratio variables have a few Division by Zero values. Any data rows with these and any other missing values need to be deleted. Save the data as a CSV file in an appropriate folder.I have sent everyone an email message with 2 attachments with additional guidance on how to set up the data and do the regression analysis to estimate Model 1. The other models may be done in a similar fashion.Using an Analysis ToolPak: Model 1:Run a multiple linear regression model to explain/predict Net Hospital Benefits (Net Revenue). The dependent variable is Net Hospital Benefits and the independent or predictor variables are Total Hospital Beds and whether the hospital is a Teaching Hospital or not. Complete Table 1.Table 1-Model 1-To explain/predict Net Hospital Benefits 2011, 2012(using an Analysis Tool Pak)Coef.ST. ERRT StatP-valuesLower 95%Upper 95%InterceptTotal Hospital bedsTeaching Hospital DummyR Square=Model 2:Run a multiple linear regression model and explain/predict Net Hospital Benefits (Net Revenue). In the 2nd model, the dependent variable is Net Hospital Benefits and the independent or predictor variables are Total Hospital Beds and whether the hospital is a Non-Teaching Hospital or not. (Note: You may convert the Teaching Hospital column into a Non-Teaching Hospital column by subtracting 1 and changing the sign of the data.) Complete Table 2.Table 2-Model 2-To explain/predict Net Hospital Benefits 2011, 2012(using Excel Analysis Tool Pak)Coef.ST. ERRT StatP-valuesLower 95%Upper 95%InterceptTotal Hospital bedsNon-Teaching Hospital DummyR Square=Use the results from model 1 and model 2 to compare the results between teaching and non-teaching hospitals. Model 3:Run a multiple linear regression model and explain/predict Net Hospital Benefits (Net Revenue). In the 3rd model, the dependent variable is Net Hospital Benefits and the independent or predictor variables are Total Hospital Beds, whether the hospital is a Teaching Hospital or not, Ratio of Medicare Discharges, and Ratio of Medicaid Discharges. Complete Table 3.Table 3-Model 3-To explain/predict Net Hospital Benefits 2011, 2012(using an Analysis Tool Pak)Coef.ST. ERRT StatP-valuesLower 95%Upper 95%InterceptTotal Hospital bedsTeaching Hospital DummyRatio of Medicare dischargesRatio of Medicaid dischargesR Square=How do you evaluate the impact of having higher or more Medicare and Medicaid patients on hospital net-benefit in teaching hospitals?Model 4:Run a multiple linear regression model and explain/predict Net Hospital Benefits (Net Revenue). In the 4th model, the dependent variable is Net Hospital Benefits and the independent or predictor variables are Total Hospital Beds, whether the hospital is a Non-Teaching Hospital or not, Ratio of Medicare Discharges, and Ratio of Medicaid Discharges. Complete Table 4.Table 4-Model 4-To explain/predict Net Hospital Benefits 2011, 2012(using an Analysis Tool Pak)Coef.ST. ERRT StatP-valuesLower 95%Upper 95%InterceptTotal Hospital bedsNon-Teaching Hospital DummyRatio of Medicare dischargesRatio of Medicaid dischargesR-Squared = How do you evaluate the impact of having higher or more Medicare and Medicaid patients on hospital net-benefit in non-teaching hospitals?Based on your finding please recommend 3 policies to improve hospital performance. Please make sure to use the final model for your recommendation.Make sure to include or attach any plotted graphs that help you make your points.Using R through RStudio:Model 1:Run a multiple linear regression model to explain/predict Net Hospital Benefits (Net Revenue). The dependent variable is Net Hospital Benefits and the independent or predictor variables are Total Hospital Beds, Whether Hospital is for-profit or not (dummy variable), Whether Hospital is not-for-profit or not (dummy variable), Whether Hospital is some other ownership status or not (dummy variable). Note: This is Model 1A in the R script. Complete Table 1.Table 1-Model 1-To explain/predict Net Hospital Benefits 2011, 2012(using R through RStudio)CoefficientStandard ErrorT-ValuePr(>|t|)InterceptHospital bedsFor-Profit DummyPublic Ownership DummyOther Owner Type DummyR-Squared=Discuss your findings. Do you think having more beds has a positive impact on the hospitals net benefit? What about the ownership? Note: We are not running the regression Model 1B. The model that uses the newly created bed categorical variable.Model 2:Now, run a multiple linear regression model to explain/predict Net Hospital Benefits (Net Revenue) as you did in Model 1, but this time add whether the hospital is a member of a system as an additional independent variable. Complete Table 2Table 2-Model 2-To explain/predict Net Hospital Benefits 2011, 2012(using R through RStudio)Coefficient Standard ErrorT-ValuePr(>|t|)InterceptHospital bedsFor-Profit DummyNon-for-profit DummyOther Owner Type DummySystem MembershipR-Squared=Discuss your findings (not more than 2 lines). Is the result statistically significant? Explain your answer. Model 3:Now, run a multiple linear regression model to explain/predict Net Hospital Benefits (Net Revenue) as you did in Model 2 above, but this time add the Medicare-discharge-ratio and Medicaid-discharge-ratio as additional independent variables. Complete Table 3.Table 3-Model 3-To explain/predict Net Hospital Benefits 2011, 2012(using R through RStudio)CoefficientStandard ErrorT-ValuePr(>|t|)InterceptHospital bedsFor-Profit DummyNon-for-profit DummyOther DummySystem MembershipMedicare discharge ratioMedicaid discharge ratioR-Squared=Discuss your findings (not more than 2 lines). Is the result statistically significant? Explain your answer. Based on your findings please recommend 3 policies to improve hospital performance. Please make sure to use the final model for your recommendation.Make sure to include or attach any plotted graphs that help you make your points.
Describe three risk factors that make Patients undergoing chemotherapy for lung cancer due to smoking more susceptible to relapse into smoking
APA format1) Minimum 6 full pages and 2 paragraphs (No word count per page)- Follow the 3 x 3 rule: minimum three paragraphs per pageYou must strictly comply with the number of paragraphs requested per item. More or less paragraphs are not allowed Part 1: minimum 3 pages and 1 paragraph Part 2: minimum 3 pages and 1 paragraph Submit 1 document per part2)¨******APA norms All paragraphs must be narrative and cited in the text- each paragraph Bulleted responses are not accepted Dont write in the first person Dont copy and paste the questions. Answer the question objectively, do not make introductions to your answers, answer it when you start the paragraphSubmit 1 document per part3)****************************** It will be verified by Turnitin (Identify the percentage of exact match of writing with any other resource on the internet and academic sources, including universities and data banks) ********************************It will be verified by SafeAssign (Identify the percentage of similarity of writing with any other resource on the internet and academic sources, including universities and data banks)4) Minimum 5 references (APA format) per part not older than 5 years (Journals, books) (No websites)All references must be consistent with the topic-purpose-focus of the parts. Different references are not allowed.5) Identify your answer with the numbers, according to the question. Start your answer on the same line, not the nextExample:Q 1. Nursing is XXXXXQ 2. Health is XXXX6) You must name the files according to the part you are answering: Example:Part 1.doc Part 2.doc__________________________________________________________________________________Part 1: Lung Cancer in SmokersYou must strictly comply with the number of paragraphs requested per item. More or fewer paragraphs are not allowed Health Problem: Lung Cancer in SmokersPopulation: Patients undergoing chemotherapy for lung cancer due to smokingSMART goal: Patients undergoing chemotherapy treatment with lung cancer diagnoses with a history of smoking should demonstrate greater knowledge of the consequences of relapsing to smoking during the first three months. Purpose: Educate patients in chemotherapy treatment due to smoking, in the prevention of relapse into smoking habits so as not to affect the progress of their treatmentDescriptionDevelop a health promotion program to meet a health need of a vulnerable population in your potential concentration area or community.1. Describe the health problem (1 paragraph).a. Indicate data and statistics in the USA2. What specifically will you address in your proposed health promotion program? Check SMART goal and purpose (Dont copy and paste) (1paragraph)3. Describe the vulnerable population (Chek population). (2 paragraph).a. Describe three risk factors that make Patients undergoing chemotherapy for lung cancer due to smoking more susceptible to relapse into smokingb. Briefly describe one study for each selected risk factor4. Make a review of the literature (Format) from 3 scholarly journals of evidence-based interventions that address prevention of smoking relapse in patients with lung cancer due to smoking. (2 paragraph).5. Write a review that evaluates the one strength and one weakness of each one scholarly journals have found in point 4. (2 paragraph).6. Explain why Stages of change model is best serves as the guiding framework for the proposal (2 paragraph).Part 2: Diabetes in elderly menYou must strictly comply with the number of paragraphs requested per item. More or less paragraphs are not allowed Health Problem: Diabetes in elderly menPopulation: Elderly men with DiabetesSMART goal: Elderly men patients diagnosed with diabetes should have HbA1c level is 48mmol/mol or below during the next two months to identify adherence to pharmacological and non-pharmacological treatment Purpose: Evaluate HbA1c of diabetic elderly men patients to identify if they are complying with pharmacological and non-pharmacological treatment and assess their adherence to treatmentDescriptionDevelop a health promotion program to meet a health need of a vulnerable population in your potential concentration area or community.1. Describe the health problem (1 paragraph).a. Indicate data and statistics in the USA2. What specifically will you address in your proposed health promotion program? Check SMART goal and purpose (Dont copy and paste) (1paragraph)3. Describe the vulnerable population (Chek population). (2 paragraph).a. Describe three risk factors that elderly men with diabetes have for not adhering to pharmacological and non-pharmacological treatment.b. Briefly describe one study for each selected risk factor4. Make a review of the literature (Format) from 3 scholarly journals of evidence-based interventions that address strategies to promote adherence to pharmacological and non-pharmacological treatment in elderly men patients with diabetes. (2 paragraph).5. Write a review that evaluates the one strength and one weakness of each scholarly journal have found in point 4. (2 paragraph).6. Explain why the Stages of change model is best serves as the guiding framework for the proposal (2 paragraph).
Write a brief (300 word) personal reflection describing interprofessional collaboration during your experiences this quarter.
please see instructions below and go to every point to answer. Interprofessional Collaborative ReflectionAssignmentWrite a brief (300 word) personal reflection describing interprofessional collaboration during your experiences this quarter. Reflect on your efforts as a team member to address the recent COVID19 Pandemic focusing on the Pediatric Rotation/ Hillsborough School.Please include the following areas: What professions did you interact with? What challenges did the interprofessional team have toovercome to deliver competent care? How did the interprofessional knowledge of COVID19enhance the status of a client/population? How might this experience affect your future practice?
What is one thing you could do for better self-leadership for yourself?
After viewing the Finding Balance interactive case study, available in this units first study and in the Resources area for this discussion, answer the following questions:What would Greg have done differently if he were a more effective manager?How would you coach Greg to help him develop as a leader?In what way is your approach to coaching Greg supported in the literature based on the articles you read for this unit?What is one thing you could do for better self-leadership for yourself?In what ways can a leadership development plan be helpful in self-development as a leader? What could you include in your own leadership development plan to enhance your own self-leadership based on your learning in this unit?
Describe how an organization and/or team leader can create the five conditions for team effectiveness.
Describe how an organization and/or team leader can create the five conditions for team effectiveness. Please use outside resources to further rationalize your argument. 5 Conditions for an Effective Team Must: Cover Page2-3 minimum page requirement3-5 References and References page (APA)
Configure a public cloud infrastructure using industry leading provider(s).
Cloud Services Offerings?Executive Summary (< 1 page)?Plan Scope (1 page)?Cloud Services Overview?Services Catalog Overview?BallotOnline Services Offerings (56 pages)?List of Components per Service Offering?Use Cases per Service Offering (about 1 page per use case)?Summary?Conclusion and Next Steps (<1 page) Back when you were putting together your first presentation to convince BallotOnlines executives to start using cloud services, you used the AWS Simple Monthly Calculator to do a comparative TCO of estimated costs for on-premise versus off-premise services as part of Building a Business Case for Cloud Computing. Now that BallotOnline has deployed services in the cloud, you can conduct a more detailed analysis of the actual costs for the ongoing use of the cloud services that you implemented. Now that you have reviewed the cost calculator, you can use the AWS Simple Monthly Calculator to calculate how much BallotOnline spends on AWS services each month for the selected use cases:BallotOnline websiteMessagingDisaster recovery and backupIT self-service portalWeb application (all on-demand) In the last step, you examined the AWS Total Cost of Ownership (TCO) Calculator. Now, in this step, you will use it to conduct the TCO analysis for the following BallotOnline-specified AWS deployment use cases, with the monthly costs that you calculated in the Monthly Costs Analysis that you submitted for review in Step 3:BallotOnline websiteMessagingDisaster recovery and backupIT self-service portalWeb application (all on-demand) In the previous step, you calculated the TCO for the selected use cases. In that analysis, you sought to understand the complete cost of cloud expenditures by looking at both the purchase and additional costs of operation both within and outside of the cloud vendor.Now you can continue your analysis by performing a Return on Investment (ROI) analysis, which focuses on costs versus benefits of our investment in the cloud. A favorable ROI will demonstrate to the executives that the migration to the cloud has been a good investment for BallotOnline.Use your TCO calculations from Step 5 to conduct the ROI analysis for use cases over the next three years:BallotOnline websiteMessagingDisaster recovery and backupIT self-service portalWeb application (all on-demand) The Final Cloud Portfolio Report will be provided to the executives at the meeting for their future reference. This report will provide a comprehensive cloud TCO and ROI and should be between 14 and 16 pages in length.Use the Advanced Cloud Portfolio Report Template to write your Cloud Portfolio Report and submit it after reading the instructions below. Before you submit your assignment, review the competencies below, which your instructor will use to evaluate your work. A good practice would be to use each competency as a self-check to confirm you have incorporated all of them. To view the complete grading rubric, click My Tools, select Assignments from the drop-down menu, and then click the project title.1.1: Organize document or presentation clearly in a manner that promotes understanding and meets the requirements of the assignment.1.5: Use sentence structure appropriate to the task, message and audience.1.6: Follow conventions of Standard Written English.1.7: Create neat and professional looking documents appropriate for the project or presentation.2.5: Develop well-reasoned ideas, conclusions or decisions, checking them against relevant criteria and benchmarks.3.1: Identify numerical or mathematical information that is relevant in a problem or situation.3.2: Employ mathematical or statistical operations and data analysis techniques to arrive at a correct or optimal solution.3.3: Analyze mathematical or statistical information, or the results of quantitative inquiry and manipulation of data.5.1: Evaluate the business IT needs of an organization.5.2: Propose strategies the organization can employ using cloud solutions to enhance organizational effectiveness.5.3: Evaluate cloud adoption as a viable solution based on cost benefits and desired outcomes.9.5: Design virtualized network infrastructure to meet business needs.9.6: Design cloud storage infrastructure to meet business needs.10.1: Develop and implement cloud metering system.10.3: Configure cloud management tools and software.10.4: Configure cloud orchestration and automation software.10.5: Configure service catalog software to support various users needs.10.6: Configure a private cloud infrastructure using industry leading software.10.7: Configure a public cloud infrastructure using industry leading provider(s).10.8: Configure a hybrid cloud infrastructure using industry best-practices.
Discuss which principles of servant leadership are universal, regardless of religious and cultural differences.
Part A. 100wordsResearch an international servant leader or international servant leadership organization. Examine the similarities and differences in the practice of servant leadership in Western culture and Christianity when compared with other cultures and religions. Summarize the similarities and differences. Discuss which principles of servant leadership are universal, regardless of religious and cultural differences. Provide examples to support your opinions. Include one in-text citation and reference.Part B. 200wordsCompare servant leadership in Western culture and Christianity to other global perspectives of service and leadership.Describe how servant leaders promote the respect for multiculturalism and diversity within the organization or community for which you are volunteering or serving. Volunteer at churchs food pantry, feeding families that are less fortunate, by doing food distribution at church.
specify how you will assess creativity based on your definition.
For this assignment, you will apply a definition of creativity to five (middle school students) students and align their outcomes to this definition.First, define creativity. Please cite appropriate research theories in your definition. Second, specify how you will assess creativity based on your definition. Third, observe your student and take note of their behaviors, interactions, conversations, learning, and/or work. For younger students, you can observe them during play. For older students, you can observe them during social or extra-curricular activities. Fourth, identify evidence of originality or innovative ideas or thought. Are students being creative? How so? Use research in your justifications or explanations. ** reference page in APA 7 format.**I will need this information so that I can complete item #5 below5.Design a creative presentation using a tool of your choice that showcases your (1) definition of creativity (2) assessment method for creativity (3) five student examples of creativity (4) research in appropriate sections with citationsI have added resources but please uses other outside sources.
What are the 3 major categories of managerial roles that Mintzberg outlines?
1. What are the 3 major categories of managerial roles that Mintzberg outlines? Describe 4 of the 10specific roles that managers are responsible for. (1-2 sentences each)2. According to the article you read from Rosabeth Moss Kanter about how great companies think differently, there are 6 facets of logic that change leadership and the ideas behind what makes great companies operate. Name 5 of these facets and provide a brief explanation (1-2 sentences each). https://hbr.org/2011/11/how-great-companies-think-differently 3. Many organizations benefit from empowering employees, solving customer problems, and engaging more experienced minds in the process of innovation. What is the 5 step process in building a front line focused organization? Name a company that you believe is frontline focused and explain why?
How are long term services reimbursed?
Discussion Topic:Before starting this forum, please refer to Chapter 11 in our text.How are long term services reimbursed? What are your thoughts on this? Is there anything you would change?At least 275 words. Course Materials (Available in the Content area of the course): Pratt. J. Long-Term Care- Managing Across the Continuum. 4th edition. Jones and Bartlett ISBN: 978-1-284-05459-0.
