RESEARCH DATA ANALYSIS USING EXCEL

RESEARCH DATA ANALYSIS USING EXCEL - Statistics
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A DATA SET IS PROVIDED UNDER EXCEL PLEASE FOLLOW INSTRUCTIONS ON THE WORD DOCUMENT.Update: 2/23/2020 University of Maryland University College HMGT 400 Research and Data Analysis in Health- FINAL EXAM Spring 2021 Dataset: HMGTFINALEXAM.csv (Please download dataset from the class) Required program: EXCEL Author, Hossein Zare, PhD Citation: Zare, H. (2019). HMGT 400 Research and Data Analysis in Health Care.FINAL EXAM. UMGC.EDU Question #1 (15 credits):[RStudio Users and Excel Users] The FINAL EXAM dataset provides some information about hospitals in 2011 and 2012.Download the FINAL EXAM data and then complete the descriptive table. Please answer the following questions. A) In terms of hospital characteristics, what are the significant differences between 2011 and 2012? B) In terms of socio-economic variables what are the significant differences between 2011 and 2012? (To report the “Per Capita Hospital Beds to Population”, you need to divide “total_hospital_beds/tot_population) C) Based on your findings, in which years did hospitals have better performance? How is hospital performance related to hospital characteristics and socio-economic characteristics? Please write at least three main differences between 2011 and 2012. Table 1. Descriptive statistics between hospitals in 2011 & 2012 2011 2012 p-value N Mean St. Dev N Mean St. Dev Hospital Characteristics 1. Hospital beds 2. Number of paid Employees 3. Number of non-paid Employees 4. Interns and Residents 5. System Membership 6. Total hospital cost 7. Total hospital revenues 8. Hospital net benefit 9. Available Medicare days 10. Available Medicaid days 11. Total Hospital Discharge 12. Medicare discharge 13. Medicaid discharge Socio-Economic Variables 14. Per Capita Hospital Beds to Population 15. Percent of population under poverty 16. Percent of Female population under poverty 17. Percent of Male population under poverty 18. Median Household Income (Hospital net benefit= Hospital revenues - Hospital costs). Round all figures to 2 decimal places max Question #2 (15 credits):[RStudio Users and Excel Users] Use the final exam dataset and then answer the following questions. Compare the following information between for-profit and not-for-profit hospitals: 1) What are the main significant differences between for-profit and not-for-profit hospitals? Which test is the best fit test? Why? 2) Use a box-plot and compare Hospital net benefit between for-profit and not-for-profit hospitals. 3) Show another scatterplot, and compare hospiHMGTFINALEXAM hospital_beds total_hospital_employees_on_payr total_hospital_non_paid_workers interns_and_residents system_member total_hosp_cost total_hosp_revenue total_hospital_medicare_days total_hospital_medicaid_days total_hospital_medicare_discharg total_hospital_discharges pct_female_under_poverty pct_male_under_poverty total_population median_hh_income stateabbrev statename fips herf_index herf_cat herf_ins year own total_hospital_medicaid_discharg teaching_hospital log_hosp_revenue pct_poverty 148 0 209704617 2.68E+08 16538.37695 5311.276855 3209.580566 9345.223633 11.4 6.7 123143 57809 NH New Hampshire 33017 1 0 2 2012 1 2867 0 19.40494 18.1 356 1146 15.21 1 185901359 2.26E+08 22838 10497 4133 13954 18.7 11.4 658466 45244 AL Alabama 1073 0.3571218 0 2 2011 3 697 0 19.2354 30.1 376 2401 1 337082096 60301445 28206 9304 5394 16527 13.2 8.1 195408 53855 WI Wisconsin 55101 0.708057 2 2 2011 3 1253 0 17.91487 21.3 330 231 99 0 369192627 5.37E+08 16538.37695 5311.276855 3209.580566 9345.223633 14.9 9.3 162310 53183 DE Delaware 10001 1 2 2 2012 1 66 0 20.10223 24.2 558 32 14 1 593205797 7.55E+08 65725 14414 10762 31637 13.1 8.8 274549 54766 NJ New Jersey 34001 0.4388656 2 2 2011 1 18 0 20.44156 21.9 289 32 14 0 274552346 3.10E+08 17961 8762 3441 16833 16.2 12.8 634266 55275 NJ New Jersey 34017 0.3678314 0 1 2011 1 77 0 19.55342 29 45 50 22 0 15242823 28196614 16538.37695 5311.276855 3209.580566 9345.223633 11.3 9.1 63505 56038 NC North Carolina 37037 1 2 1 2012 2 9139 0 17.15471 20.4 119 145 62 1 22073482 25665484 1232 90 309 503 19.8 14.6 81625 39456 IL Illinois 17183 0.6991545 2 1 2011 3 1481 0 17.06066 34.4 269 85 37 1 278029576 3.34E+08 16538.37695 5311.276855 3209.580566 9345.223633 11.7 9.3 175177 57354 WA Washington 53005 1 2 1 2012 0 98 0 19.62723 21 117 32 14 1 9309068 6412506 3739 130 148 25.9 11.4 51079 31967 NC North Carolina 37189 1 2 2 2011 0 312 0 15.67376 37.3 45 46 20 1.3 0 14217993 37308785 16538.37695 5311.276855 3209.580566 9345.223633 20.5 12.7 16427 33673 MI Michigan 26053 1 0 2 2012 0 660 0 17.43474 33.2 194 48 20 1.36 1 246649533 2.85E+08 16538.37695 5311.276855 3209.580566 9345.223633 12 6.6 136484 67389 CA California 6055 0.5257369 2 2 2012 0 934 0 19.46895 18.6 45 97 41 2.76 0 28542545 30888450 16538.37695 5311.276855 3209.580566 9345.223633 12.1 6.9 9670 41611 IA Iowa 19025 1 0 1 2012 2 2109 0 17.24589 19 108 275.8 118.2 1 58504425 4.11E+08 16538.37695 5311.276855 3209.580566 9345.223633 11.8 7.4 66083 59441 NJ New Jersey 34033 1 0 2 2012 0 2715 0 19.83434 19.2 145 56 24 0 61994558 69869072 10456 2253 2045 4928 17.4 12.3 42090 38209 AR Arkansas 5055 1 2 2 2011 3 2559 0 18.06213 29.7 72 288.4 123.6 0 42870940 54961705 16538.37695 5311.276855 3209.580566 9345.223633 18.2 13.5 23370 38818 MO Missouri 29195 1 2 2 2012 0 3487 0 17.82215 31.7 207 166.6 71.4 1 118603000 8.96E+09 16538.37695 5311.276855 3209.580566 9345.223633 14.3 9 116638 42573 PA Pennsylvania 42085 0.
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Your assignment may be more than 5 paragraphs but not less. INSTRUCTIONS:  To access the FNU Online Library for journals and articles you can go the FNU library link here:  https://www.fnu.edu/library/ In order to n that draws upon the theoretical reading to explain and contextualize the design choices. Be sure to directly quote or paraphrase the reading ce to the vaccine. Your campaign must educate and inform the audience on the benefits but also create for safe and open dialogue. A key metric of your campaign will be the direct increase in numbers.  Key outcomes: The approach that you take must be clear Mechanical Engineering Organic chemistry Geometry nment Topic You will need to pick one topic for your project (5 pts) Literature search You will need to perform a literature search for your topic Geophysics you been involved with a company doing a redesign of business processes Communication on Customer Relations. 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Develop a community-wide intervention to reduce elevated blood pressure and hypertension in the State of Alabama that in in body of the report Conclusions References (8 References Minimum) *** Words count = 2000 words. *** In-Text Citations and References using Harvard style. *** In Task section I’ve chose (Economic issues in overseas contracting)" Electromagnetism w or quality improvement; it was just all part of good nursing care.  The goal for quality improvement is to monitor patient outcomes using statistics for comparison to standards of care for different diseases e a 1 to 2 slide Microsoft PowerPoint presentation on the different models of case management.  Include speaker notes... .....Describe three different models of case management. visual representations of information. They can include numbers SSAY ame workbook for all 3 milestones. You do not need to download a new copy for Milestones 2 or 3. When you submit Milestone 3 pages): Provide a description of an existing intervention in Canada making the appropriate buying decisions in an ethical and professional manner. Topic: Purchasing and Technology You read about blockchain ledger technology. Now do some additional research out on the Internet and share your URL with the rest of the class be aware of which features their competitors are opting to include so the product development teams can design similar or enhanced features to attract more of the market. The more unique low (The Top Health Industry Trends to Watch in 2015) to assist you with this discussion.         https://youtu.be/fRym_jyuBc0 Next year the $2.8 trillion U.S. healthcare industry will   finally begin to look and feel more like the rest of the business wo evidence-based primary care curriculum. Throughout your nurse practitioner program Vignette Understanding Gender Fluidity Providing Inclusive Quality Care Affirming Clinical Encounters Conclusion References Nurse Practitioner Knowledge Mechanics and word limit is unit as a guide only. The assessment may be re-attempted on two further occasions (maximum three attempts in total). All assessments must be resubmitted 3 days within receiving your unsatisfactory grade. You must clearly indicate “Re-su Trigonometry Article writing Other 5. June 29 After the components sending to the manufacturing house 1. In 1972 the Furman v. Georgia case resulted in a decision that would put action into motion. Furman was originally sentenced to death because of a murder he committed in Georgia but the court debated whether or not this was a violation of his 8th amend One of the first conflicts that would need to be investigated would be whether the human service professional followed the responsibility to client ethical standard.  While developing a relationship with client it is important to clarify that if danger or Ethical behavior is a critical topic in the workplace because the impact of it can make or break a business No matter which type of health care organization With a direct sale During the pandemic Computers are being used to monitor the spread of outbreaks in different areas of the world and with this record 3. Furman v. Georgia is a U.S Supreme Court case that resolves around the Eighth Amendments ban on cruel and unsual punishment in death penalty cases. The Furman v. Georgia case was based on Furman being convicted of murder in Georgia. Furman was caught i One major ethical conflict that may arise in my investigation is the Responsibility to Client in both Standard 3 and Standard 4 of the Ethical Standards for Human Service Professionals (2015).  Making sure we do not disclose information without consent ev 4. Identify two examples of real world problems that you have observed in your personal Summary & Evaluation: Reference & 188. Academic Search Ultimate Ethics We can mention at least one example of how the violation of ethical standards can be prevented. Many organizations promote ethical self-regulation by creating moral codes to help direct their business activities *DDB is used for the first three years For example The inbound logistics for William Instrument refer to purchase components from various electronic firms. During the purchase process William need to consider the quality and price of the components. In this case 4. A U.S. Supreme Court case known as Furman v. Georgia (1972) is a landmark case that involved Eighth Amendment’s ban of unusual and cruel punishment in death penalty cases (Furman v. Georgia (1972) With covid coming into place In my opinion with Not necessarily all home buyers are the same! When you choose to work with we buy ugly houses Baltimore & nationwide USA The ability to view ourselves from an unbiased perspective allows us to critically assess our personal strengths and weaknesses. This is an important step in the process of finding the right resources for our personal learning style. Ego and pride can be · By Day 1 of this week While you must form your answers to the questions below from our assigned reading material CliftonLarsonAllen LLP (2013) 5 The family dynamic is awkward at first since the most outgoing and straight forward person in the family in Linda Urien The most important benefit of my statistical analysis would be the accuracy with which I interpret the data. The greatest obstacle From a similar but larger point of view 4 In order to get the entire family to come back for another session I would suggest coming in on a day the restaurant is not open When seeking to identify a patient’s health condition After viewing the you tube videos on prayer Your paper must be at least two pages in length (not counting the title and reference pages) The word assimilate is negative to me. I believe everyone should learn about a country that they are going to live in. It doesnt mean that they have to believe that everything in America is better than where they came from. It means that they care enough Data collection Single Subject Chris is a social worker in a geriatric case management program located in a midsize Northeastern town. She has an MSW and is part of a team of case managers that likes to continuously improve on its practice. The team is currently using an I would start off with Linda on repeating her options for the child and going over what she is feeling with each option.  I would want to find out what she is afraid of.  I would avoid asking her any “why” questions because I want her to be in the here an Summarize the advantages and disadvantages of using an Internet site as means of collecting data for psychological research (Comp 2.1) 25.0\% Summarization of the advantages and disadvantages of using an Internet site as means of collecting data for psych Identify the type of research used in a chosen study Compose a 1 Optics effect relationship becomes more difficult—as the researcher cannot enact total control of another person even in an experimental environment. Social workers serve clients in highly complex real-world environments. Clients often implement recommended inte I think knowing more about you will allow you to be able to choose the right resources Be 4 pages in length soft MB-920 dumps review and documentation and high-quality listing pdf MB-920 braindumps also recommended and approved by Microsoft experts. The practical test g One thing you will need to do in college is learn how to find and use references. References support your ideas. College-level work must be supported by research. You are expected to do that for this paper. You will research Elaborate on any potential confounds or ethical concerns while participating in the psychological study 20.0\% Elaboration on any potential confounds or ethical concerns while participating in the psychological study is missing. Elaboration on any potenti 3 The first thing I would do in the family’s first session is develop a genogram of the family to get an idea of all the individuals who play a major role in Linda’s life. After establishing where each member is in relation to the family A Health in All Policies approach Note: The requirements outlined below correspond to the grading criteria in the scoring guide. At a minimum Chen Read Connecting Communities and Complexity: A Case Study in Creating the Conditions for Transformational Change Read Reflections on Cultural Humility Read A Basic Guide to ABCD Community Organizing Use the bolded black section and sub-section titles below to organize your paper. For each section Losinski forwarded the article on a priority basis to Mary Scott Losinksi wanted details on use of the ED at CGH. He asked the administrative resident