HELP ME PLEASE I NEED THIS DONE BY TONIGHT!!!!!!!!!!
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Mathematics
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A store offers a loan for $900 to by a computer. the terms of the loan are 9% simple interest and equal monthly payments for three years. what is the monthly payment?
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The data below represents the number of hits on your web site over 10 months.Make a scatter plot of ln y versus x. Use the ...
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20190203002518customer Churn Analysis Using Machine Learning.edited 1 .edited
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20190203002518customer Churn Analysis Using Machine Learning.edited 1 .edited
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Harvard University Wk 7 Find the Risk of Infection for Each Patient Excel Task
Part 2 peer video:
https://www.youtube.com/watch?v=y6ZlpCAPQpg&feature=youtu.be
This exercise allows you to examine ho ...
Harvard University Wk 7 Find the Risk of Infection for Each Patient Excel Task
Part 2 peer video:
https://www.youtube.com/watch?v=y6ZlpCAPQpg&feature=youtu.be
This exercise allows you to examine how the quality of hospital care is evaluated through data obtained from electronic health records. This exercise is discussed in several health administration courses, including courses on quality improvement, informatics, or statistics. In practice, the need to analyze these types of data arises in improvement teams, where managers, clinicians and sometimes patients work together to systematically improve healthcare processes.
You can find the solution here and here.
Part 1: In this assignment, you are asked to examine if prophylactic antibiotics are discontinued within 24 hours after the end of surgery. Instead of providing you with the data, we ask that you download the data on the web so that you learn more about the source of the data and the peculiar organization of the data. Hospital Compare provides information on many quality indicators. In this assignment, you are asked to focus on the failure to stop the use of antibiotics post-surgery. The Hospital Compare web site provides the following rationale for why this measure of quality is helpful: "A goal of prophylaxis with antibiotics is to provide benefit to the patient with as little risk as possible. It is important to maintain therapeutic serum and tissue levels throughout the operation. Intra-operative re-dosing may be needed for long operations. However, the administration of antibiotics for more than a few hours after the incision is closed offers no additional benefit to the surgical patient. Prolonged administration does increase the risk of clostridium difficile infection and the development of antimicrobial-resistant pathogens." To complete this assignment complete the following tasks:
a.Download Hospital Compare data for the years starting from 2015 till now.Merge the file "HQI_HOSP_TimelyEffectiveCare" across all databases for different years.
b.Select measure ID "SCIP_INF_3"; this measure refers to prophylactic antibiotic use. Select to work with data from "Southeast Alabama Medical Center"; this is provider ID "010001".
c.Calculatethe rate of overuse of antibiotics.In these data, the field "Score" refers to the number of patients with overuse of antibiotics.The field "Sample" refers to all selected surgical patients with no evidence of prior infection. The ratio of Score to Sample provides the rate of overuse of antibiotics.
d.Construct a control chart showing the rate of overuse of prophylactic antibiotics over time in Southeast Alabama Medical Center.Download the needed data using the following databases (if new data is available, please use them)
You can find the solution here Click for more options.
The student peer video shows that data across the years us merged using SQL. You can do the same merger without using SQL. Open the CSV files (you can ignore access files for old years.) Filter the data by the measure you are interested in Copy the sheet with the relevant filtered data from each CSV file into a single sheet within the new Excel file. In a sheet titles "ALL" inside the Excel file, use cell reference to bring the data in different sheets to the "ALL" sheet. Do your analysis on this sheet.
Part 2: Nursing home and hospital administrators implement many initiatives to reduce falls.This problem shows how these initiatives can be measured and evaluated. Prepare a risk-adjusted control chart fordata Click for more options
on falls in a nursing home
Please use the following peer video as a reference for this assignment.You can find the solution here Click for more options.
Part 3: The following data were obtained on post-surgical infection rates.Are we having more infections than expected from the patients' conditions?
You can find the solution here Click for more options.
Week
Risk of Infection for each Patient
Number Infected
1
0.9
0.8
0.7
0.8
0.9
0.85
6
2
0.7
0.8
0.7
0.6
0.8
0.9
5
3
0.8
0.95
0.92
0.87
4
4
0.5
0.6
0.66
0.67
3
5
0.3
0.4
0.5
0.4
0.5
0.34
2
6
0.3
0.4
0.5
1
Part 4: Download Hospital Compare data.In these files, the denominator indicates the number of patients.Whether the hospital had above average payments are reported in different fields: [Compared to National], [Category], and [Payment Category]
Select data that meet the following conditions:
a.Select the "PAYM_30_AMI" measure
b.Select hospitals that in the denominator do not have "Not Available".
Construct a control chart showing the probability of change over time.
To assist, we have downloaded some of the necessary files.You can add to these additional more recent files from the Hospital Compare site.Since the data on AMI payments does not change in the files, you can save time and read only the following files into a new database:
File
Database
Field
Start
End
HQI_HOSP_AMI_Payment
HOSArchive_20150122
Compared to National
2010
2013
HQI_HOSP_Payment
HOSArchive_20150716
Category
2011
2014
HQI_HOSP_PaymentAndValueOfCare
HOSArchive_20161110
Payment Category
2012
2015
Include other data for more recent years after 2016
Some of you do not have Microsoft Access. Early files in Hospital Compare used Microsoft Access and later files used CSV (a file format that opens with Excel.) To remedy this situation, I am replacing Microsoft Access files with Excel Files. If you have to look at only AMI quality measures you need to use the filter feature within Excel.
Use these files:
HQI_HOSP_PaymentAndValueofCare20161110
HQI_HOSP_AMI_Payment20150122
HQI_HOSP_Payment20150716
I need it by next Sunday morning.
Choose two of the following three questions and post your answer:1. In your own words, what is a nonparametric test? Wha ...
I need it by next Sunday morning.
Choose two of the following three questions and post your answer:1. In your own words, what is a nonparametric test? What is a parametric test (Section 13-2)?2. In your own words, identify an advantage of using rank correlation instead of linear correlation (Section 13-6).3. In your own words, what is the difference between a nonparametric test and a distribution-free test (Section 13-7)?
Statistics Question
In Week 1, you were asked to analyze the use of statistics in health care (working as a nurse at the hosptial). Now that y ...
Statistics Question
In Week 1, you were asked to analyze the use of statistics in health care (working as a nurse at the hosptial). Now that you have expanded your knowledge base, let’s reexamine that relationship. Have you thought of new ways in which statistics could be incorporated into the work you do? Are there ways in which you could improve processes or patient care using these techniques (related to statistics)? Give specific examples and suggestions.
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Most Popular Content
Statistics Project
The data below represents the number of hits on your web site over 10 months.Make a scatter plot of ln y versus x. Use the ...
Statistics Project
The data below represents the number of hits on your web site over 10 months.Make a scatter plot of ln y versus x. Use the scatter plot to find the equation for the line of best fit.Make a scatter plot of ln y versus ln x. Use the scatter plot to find the equation for the line of best fit.Based on your answers in part a and b, would an exponential model or a power model be better to represent this data? Explain.Use your answers from parts a and b to find an exponential model and a power model to represent this data by hand.Use the regression feature on your calculator to find an exponential model and a power model to represent this data.Use your answer from parts c and d to make the best estimate for the number of hits your web site will have in 12 months
8 pages
Naked Statistics Summary
Naked statistics is written to draw the line between pitfalls and the promise of statistical application in our daily life ...
Naked Statistics Summary
Naked statistics is written to draw the line between pitfalls and the promise of statistical application in our daily life. Charles Wheelan introduces ...
18 pages
20190203002518customer Churn Analysis Using Machine Learning.edited 1 .edited
Customer churn analysis has proven to be one of the critical data analysis tools used in understanding the variables affec ...
20190203002518customer Churn Analysis Using Machine Learning.edited 1 .edited
Customer churn analysis has proven to be one of the critical data analysis tools used in understanding the variables affecting the profit of a ...
Harvard University Wk 7 Find the Risk of Infection for Each Patient Excel Task
Part 2 peer video:
https://www.youtube.com/watch?v=y6ZlpCAPQpg&feature=youtu.be
This exercise allows you to examine ho ...
Harvard University Wk 7 Find the Risk of Infection for Each Patient Excel Task
Part 2 peer video:
https://www.youtube.com/watch?v=y6ZlpCAPQpg&feature=youtu.be
This exercise allows you to examine how the quality of hospital care is evaluated through data obtained from electronic health records. This exercise is discussed in several health administration courses, including courses on quality improvement, informatics, or statistics. In practice, the need to analyze these types of data arises in improvement teams, where managers, clinicians and sometimes patients work together to systematically improve healthcare processes.
You can find the solution here and here.
Part 1: In this assignment, you are asked to examine if prophylactic antibiotics are discontinued within 24 hours after the end of surgery. Instead of providing you with the data, we ask that you download the data on the web so that you learn more about the source of the data and the peculiar organization of the data. Hospital Compare provides information on many quality indicators. In this assignment, you are asked to focus on the failure to stop the use of antibiotics post-surgery. The Hospital Compare web site provides the following rationale for why this measure of quality is helpful: "A goal of prophylaxis with antibiotics is to provide benefit to the patient with as little risk as possible. It is important to maintain therapeutic serum and tissue levels throughout the operation. Intra-operative re-dosing may be needed for long operations. However, the administration of antibiotics for more than a few hours after the incision is closed offers no additional benefit to the surgical patient. Prolonged administration does increase the risk of clostridium difficile infection and the development of antimicrobial-resistant pathogens." To complete this assignment complete the following tasks:
a.Download Hospital Compare data for the years starting from 2015 till now.Merge the file "HQI_HOSP_TimelyEffectiveCare" across all databases for different years.
b.Select measure ID "SCIP_INF_3"; this measure refers to prophylactic antibiotic use. Select to work with data from "Southeast Alabama Medical Center"; this is provider ID "010001".
c.Calculatethe rate of overuse of antibiotics.In these data, the field "Score" refers to the number of patients with overuse of antibiotics.The field "Sample" refers to all selected surgical patients with no evidence of prior infection. The ratio of Score to Sample provides the rate of overuse of antibiotics.
d.Construct a control chart showing the rate of overuse of prophylactic antibiotics over time in Southeast Alabama Medical Center.Download the needed data using the following databases (if new data is available, please use them)
You can find the solution here Click for more options.
The student peer video shows that data across the years us merged using SQL. You can do the same merger without using SQL. Open the CSV files (you can ignore access files for old years.) Filter the data by the measure you are interested in Copy the sheet with the relevant filtered data from each CSV file into a single sheet within the new Excel file. In a sheet titles "ALL" inside the Excel file, use cell reference to bring the data in different sheets to the "ALL" sheet. Do your analysis on this sheet.
Part 2: Nursing home and hospital administrators implement many initiatives to reduce falls.This problem shows how these initiatives can be measured and evaluated. Prepare a risk-adjusted control chart fordata Click for more options
on falls in a nursing home
Please use the following peer video as a reference for this assignment.You can find the solution here Click for more options.
Part 3: The following data were obtained on post-surgical infection rates.Are we having more infections than expected from the patients' conditions?
You can find the solution here Click for more options.
Week
Risk of Infection for each Patient
Number Infected
1
0.9
0.8
0.7
0.8
0.9
0.85
6
2
0.7
0.8
0.7
0.6
0.8
0.9
5
3
0.8
0.95
0.92
0.87
4
4
0.5
0.6
0.66
0.67
3
5
0.3
0.4
0.5
0.4
0.5
0.34
2
6
0.3
0.4
0.5
1
Part 4: Download Hospital Compare data.In these files, the denominator indicates the number of patients.Whether the hospital had above average payments are reported in different fields: [Compared to National], [Category], and [Payment Category]
Select data that meet the following conditions:
a.Select the "PAYM_30_AMI" measure
b.Select hospitals that in the denominator do not have "Not Available".
Construct a control chart showing the probability of change over time.
To assist, we have downloaded some of the necessary files.You can add to these additional more recent files from the Hospital Compare site.Since the data on AMI payments does not change in the files, you can save time and read only the following files into a new database:
File
Database
Field
Start
End
HQI_HOSP_AMI_Payment
HOSArchive_20150122
Compared to National
2010
2013
HQI_HOSP_Payment
HOSArchive_20150716
Category
2011
2014
HQI_HOSP_PaymentAndValueOfCare
HOSArchive_20161110
Payment Category
2012
2015
Include other data for more recent years after 2016
Some of you do not have Microsoft Access. Early files in Hospital Compare used Microsoft Access and later files used CSV (a file format that opens with Excel.) To remedy this situation, I am replacing Microsoft Access files with Excel Files. If you have to look at only AMI quality measures you need to use the filter feature within Excel.
Use these files:
HQI_HOSP_PaymentAndValueofCare20161110
HQI_HOSP_AMI_Payment20150122
HQI_HOSP_Payment20150716
I need it by next Sunday morning.
Choose two of the following three questions and post your answer:1. In your own words, what is a nonparametric test? Wha ...
I need it by next Sunday morning.
Choose two of the following three questions and post your answer:1. In your own words, what is a nonparametric test? What is a parametric test (Section 13-2)?2. In your own words, identify an advantage of using rank correlation instead of linear correlation (Section 13-6).3. In your own words, what is the difference between a nonparametric test and a distribution-free test (Section 13-7)?
Statistics Question
In Week 1, you were asked to analyze the use of statistics in health care (working as a nurse at the hosptial). Now that y ...
Statistics Question
In Week 1, you were asked to analyze the use of statistics in health care (working as a nurse at the hosptial). Now that you have expanded your knowledge base, let’s reexamine that relationship. Have you thought of new ways in which statistics could be incorporated into the work you do? Are there ways in which you could improve processes or patient care using these techniques (related to statistics)? Give specific examples and suggestions.
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