# HLT-362V Applied Statistics for Health Care Professionals Course Assignments & Discussions Study Guide

## HLT-362V Applied Statistics for Health Care Professionals Course Assignments & Discussions Study Guide

### HLT-362V Applied Statistics for Health Care Professionals Course Description

This is an introductory course on concepts of statistics, emphasizing applications to health care professions. The course is designed to prepare learners to understand concepts of statistics and the appropriateness of statistical methods used in published research papers and a variety of settings. Areas of emphasis include an introduction to the statistical analysis concepts of variable/reliability factors; P values; experimental design; descriptive statistics, including mean, median, and mode; sampling methods; and power analysis.

### GCU HLT-362V Applied Statistics for Health Care Professionals Course Week 1- 10 Syllabus

HLT-362V Topic 1 DQ 1 & 2 Discussion

Topic 1 DQ 1

Topic 1 DQ 2

GCU HLT-362V Importance of Statistical Application & The Interpretation of Data in Health Care Assignment

HLT-362V Topic 2 DQ 1 & 2 Discussion

Topic 2 DQ 1

Topic 2 DQ 2

HLT-362V Topic 2 Assignment:

HLT-362V Topic 3 DQ 1 & 2 Discussion

Topic 3 DQ 1

Topic 3 DQ 2

GCU HLT-362V Article Analysis Assignment: Patient Preference and Satisfaction in Hospital-At-Home and Usual Hospital Care for Copd Exacerbations: Results of A Randomised Controlled Trial Assignment

HLT-362V Topic 4 Topic 4 DQ 1 & 2

Topic 4 DQ 1

Topic 4 DQ 2

HLT-362V Topic 4 Assignment: Quality Improvement Opportunity in Your Organization or Practice Assignment

HLT-362V Topic 5 DQ 1 & 2 Discussion

Topic 5 DQ 1

Topic 5 DQ 2

HLT-362V Topic 5 Assignment: Summary and Descriptive Statistics for Data Within the Organization or For Health Care Information Assignment

You can also read another study guide on nursing assignments for students from another post on HQS-610 Foundations of Quality Improvement and Patient Safety Course Assignments & Examples.

Applied Statistics for Health Care Professionals

 Course Code Type Duration Credit Hours HLT-362V v:1 Credit Based 35 Days 3.0 7.1

Pre-Requisites

None

Co-Requisites

None

HLT-362V

Course Materials

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## GCU HLT-362V Applied Statistics for Health Care Professionals Course Topic 1: What Is Statistics and Why It Is Important to Health Sciences

Description

Objectives:

1. Describe an example of each type of measurement: nominal, ordinal, interval,
2. Define basic statistical
3. Explain the historical application of
4. Describe the application of statistics in health care quality, safety, health promotion, and

Study Materials

Read “Fundamentals of Statistics 1: Basic Concepts: Nominal, Ordinal, Interval and Ratio,” located on the Usable Stats website.

Health Statistics

Description:

Explore the Health Statistics page of the MedlinePlus website.

Evidence-Based Practice for Nursing: Levels of Evidence

Description:

Read “Evidence-Based Practice for Nursing: Levels of Evidence,” located on the Northern Virginia Community College website.

Measuring the Quality of Healthcare in the U.S.

Description:

Read “Measuring the Quality of Healthcare in the U.S.,” by Claxton, Cox, Gonzales, Kamal, and Levitt (2015), located on the Peterson-Kaiser Health System Tracker website.

Quality Data Critical to Healthcare Decision-Making

Description:

Read “Quality Data Critical to Healthcare Decision-Making,” by Nicholson and Penney (2004), located on the American Health Information Management Association (AHIMA) website.

Data and Statistics

Description:

Explore the Data and Statistics page of the Centers for Disease Control and Prevention (CDC) website.

Health

Description:

Explore Health page of the United States Census Bureau website.

Health Topics: Health Statistic

Description:

Explore the Health Statistics page of the MedlinePluse website.

### GCU HLT-362V Importance of Statistical Application & The Interpretation of Data in Health Care

Description:

Statistical application and the interpretation of data is important in health care. Review the statistical concepts covered in this topic. In a 750-1,000 word paper, discuss the significance of statistical application in health care. Include the following:

1. Describe the application of statistics in health Specifically discuss its significance to quality, safety, health promotion, and leadership.
2. Consider your organization or specialty area and how you utilize statistical Discuss how you obtain statistical data, how statistical knowledge is used in day-to-day operations and how you apply it or use it in decision making.

Three peer-reviewed, scholarly or professional references are required.

Prepare this assignment according to the guidelines found in the APA Style Guide, located in the Student Success Center. An abstract is not required.

This assignment uses a rubric. Please review the rubric prior to beginning the assignment to become familiar with the expectations for successful completion.

You are required to submit this assignment to LopesWrite. Refer to the LopesWrite Technical Support articles for assistance.

Quiz 1

Description:

This quiz tests your knowledge on the statistical concepts presented in this topic.

### Topic 1 DQ 1

Description:

Discuss the historical application of statistics in the field of health care. Describe an example, other than Florence Nightingale’s contributions, where statistical application has greatly influenced or changed health care operations or practice.

### Topic 1 DQ 2

Description:

Discuss why it is important for a person working in health care to understand statistical concepts. Provide an example of how statistical data is used in your organization or specialty area today and what you are expected to do with this information as a practitioner.

Description:

## GCU HLT-362V Applied Statistics for Health Care Professionals Course Topic 2: Population and Sampling Distributions

Description

Objectives:

1. Identify examples of descriptive and inferential
2. Describe strategies for selecting a sample from a

Study Materials

Applied Statistics for Health Care

Description:

Read Chapter 2 in Applied Statistics for Health Care.

Chapter 9: Sampling Distributions

Description:

Read “Chapter 9: Sampling Distributions,” and watch the associated videos by Utens et al., from Online Statistics Education: An Interactive Multimedia Course of Study.

The Visual Learner: Statistics

Description:

Refer to the “Visual Learner: Statistics” to learn more about the statistical calculations presented in this topic.

Patient Preference and Satisfaction in Hospital-at-Home and Usual Hospital Care for COPD Exacerbations: Results of a Randomised Controlled Trial

Description:

Read “Patient Preference and Satisfaction in Hospital-at-Home and Usual Hospital Care for COPD Exacerbations: Results of a Randomised Controlled Trial,” by Utens et al., from International Journal of Nursing Students(2013).

Review article in conjunction with the “Article Analysis Example 1” document to help prepare for the article analysis assignment due in this topic.

Eight Questions to Ask When Interpreting Academic Studies: A Primer for Media

Description:

Read “Eight Questions to Ask When Interpreting Academic Studies: A Primer for Media,” by Feldman and Wihbey (2015), located on the Journalist’s Resource website.

Description:

Research 101: Descriptive Statistics

Description:

Read “Research 101: Descriptive Statistics,” by Conner and Johnson, from American Nurse Today (2017).

## GCU HLT-362V Applied Statistics for Health Care Professionals Course Topic 3: Clinical Inquiry and Hypothesis Testing

Description

Objectives:

1. Evaluate hypothesis testing approaches and their application to health
2. Define dependent and independent variables and their role in hypothesis
3. Describe evidence used to “reject “or “do not reject” the null
4. Evaluate the relationship between hypothesis testing and confidence

Study Materials

Description:

Read “Chapter 6: Research Design” and watch the associated videos, by Lane, from Online Statistics Education: An Interactive Multimedia Course of Study.

Chapter 10: Estimation

Description:

Read “Chapter 10: Estimation” and watch the associated videos, by Lane, from Online Statistics Education: An Interactive Multimedia Course of Study.

Chapter 11: Logic of Hypothesis Testing

Description:

Read “Chapter 11: Logic of Hypothesis Testing,” and watch the associated videos by Lane, from Online Statistics Education: An Interactive Multimedia Course of Study.

Chapter 12: Test of Means

Description:

Read “Chapter 12: Test of Means” and watch the associated videos, by Lane, from Online Statistics Education: An Interactive Multimedia Course of Study.

Patient Preference and Satisfaction in Hospital-at-Home and Usual Hospital Care for COPD Exacerbations: Results of a Randomised Controlled Trial

Description:

Review “Patient Preference and Satisfaction in Hospital-at-Home and Usual Hospital Care for COPD Exacerbations: Results of a Randomised Controlled Trial,” by Utens et al., from International Journal of Nursing Students(2013).

Review this article in conjunction with the “Article Analysis Example 2” document to help prepare for the article analysis assignment due in this topic.

Hypothesis Testing, Type I and Type II Errors

Description:

Read “Hypothesis Testing, Type I and Type II Errors,” by Banerjee, Chitnis, Jadhay, Bhawalkar, and Chaudhury, from

Industrial Psychiatry Journal (2009).

Probability, Clinical Decision Making and Hypothesis Testing

Description:

Read “Probability, Clinical Decision Making and Hypothesis Testing,” by Banerjee, Jadhave, and Bhawalker, from

Industrial Psychiatry Journal (2009).

Understanding Null Hypothesis Testing

Description:

Read “Understanding Null Hypothesis Testing,” by Jhangiani and Chiang, from the online eBook, Research Methods in Psychology(2013), available on the BC Campus Open Ed website.

The Difference Between Quality Improvement, Evidence-Based Practice, and Research

Description:

Read “The Difference Between Quality Improvement, Evidence-Based Practice, and Research,” by Ginex, from ONS Voice(2017), located on the Oncology Nursing Society (ONS) website.

Identifying the Differences Between Quality Improvement, Evidence-Based Practice, and Original Research

Description:

Read “Identifying the Differences Between Quality Improvement, Evidence-Based Practice, and Original Research,” by Baker et al., from Journal of Emergency Nursing (2014).

Probability, Proof, and Clinical Significance

Description:

Read “Probability, Proof, and Clinical Significance,” by Skelly, from Evidence-Based Spine-Care Journal (2011).

Statistical Versus Clinical Significance in Nursing Research

Description:

Read “Statistical Versus Clinical Significance in Nursing Research,” by El-Masri, from Canadian Journal of Nursing Research (2016).

Article Analysis Example 2

Description:

Review this document in conjunction with the “Patient Preference and Satisfaction in Hospital-at-Home and Usual Hospital Care for COPD Exacerbations: Results of a Randomised Controlled Trial” article to help prepare for the article analysis assignment due in this topic.

### Article Analysis 2

Description:

Use the “Article Analysis 2” template to complete the Article Analysis 2 assignment.

## GCU HLT-362V Applied Statistics for Health Care Professionals Course Topic 4: Statistical Analysis

Description

Objectives:

1. Differentiate among experimental research, quasi-experimental, and nonexperimental
2. Identify key differences between qualitative and quantitative
3. Differentiate between research and quality

Study Materials

Applied Statistics for Health Care

Description:

Read Chapter 4 in Applied Statistics for Health Care.

The Visual Learner: Statistics

Description:

Refer to the “Visual Learner: Statistics” to learn more about the statistical calculations presented in this topic.

Chapter 14: Regression

Description:

Review “Chapter 14: Regression,” and watch the associated videos by Lane, from Online Statistics Education: An Interactive Multimedia Course of Study.

Is This Quality Improvement or Research?

Description:

Read “Is This Quality Improvement or Research?” by Merrill, from American Nurse Today (2015).

Differentiating Between Research and Quality Improvement

Description:

Read “Differentiating Between Research and Quality Improvement,” by Gregory, from Journal of Perinatal and Neonatal Nursing (2015).

Chapter 44: Tools and Strategies for Quality Improvement and Patient Safety

Description:

Read “Chapter 44: Tools and Strategies for Quality Improvement and Patient Safety,” by Hughes, from the online eBook, Patient Safety and Quality: An Evidence-Based Handbook for Nurses (2008), available on the National Center for Biotechnology Information (NCBI) website.

Focusing on the Fundamentals: A Simplistic Differentiation Between Qualitative and Quantitative Research

Description:

Read “Focusing on the Fundamentals: A Simplistic Differentiation Between Qualitative and Quantitative Research,” by Rutberg and Bouikidis, from Nephrology Nursing Journal (2018).

### GCU HLT-362V Quality Improvement Opportunity in Your Organization or Practice Assignment

Description:

Identify a quality improvement opportunity in your organization or practice. In a 1,250-1,500 word paper, describe the problem or issue and propose a quality improvement initiative based on evidence-based practice. Apply “The Road to Evidence-Based Practice” process, illustrated in Chapter 4 of your textbook, to create your proposal.

Include the following:

1. Provide an overview of the problem and the setting in which the problem or issue
2. Explain why a quality improvement initiative is needed in this area and the expected
3. Discuss how the results of previous research demonstrate support for the quality improvement initiative and its projected outcomes. Include a minimum of three peer-reviewed sources published within the last 5 years, not included in the course materials or textbook, that establish evidence in support of the quality improvement
4. Discuss steps necessary to implement the quality improvement Provide evidence and rationale to support your answer.
5. Explain how the quality improvement initiative will be evaluated to determine whether there was
6. Support your explanation by identifying the variables, hypothesis test, and statistical test that you would need to prove that the quality improvement initiative

While APA style is not required for the body of this assignment, solid academic writing is expected, and documentation of sources should be presented using APA formatting guidelines, which can be found in the APA Style Guide, located in the Student Success Center.

This assignment uses a rubric. Please review the rubric prior to beginning the assignment to become familiar with the expectations for successful completion.

You are required to submit this assignment to LopesWrite. Refer to the LopesWrite Technical Support articles for assistance.

### Topic 4 DQ 1

Description:

Provide an example of experimental, quasi-experimental, and nonexperimental research from the GCU Library and explain how each research type differs from the others. When replying to peers, evaluate the effectiveness of the research design of the study for two of the examples provided.

### Topic 4 DQ 2

Description:

Describe the difference between research and quality improvement. Provide a workplace example where qualitative and quantitative research is applied and how it was used within your organization. When replying to peers, discuss how these research findings might be incorporated into another health care setting.

Description:

NA

## GCU HLT-362V Applied Statistics for Health Care Professionals Course Topic 5: Discovering Relationships and Building Models

Description

Objectives:

1. Analyze a specified data
2. Describe how data influences epidemiological
3. Evaluate data analyzed from research articles using different types of

Study Materials

Applied Statistics for Health Care

Description:

Read Chapter 5 in Applied Statistics for Health Care.

Excel for Windows Training

Description:

Review the “Excel for Windows Training” modules, located on the Microsoft Office website, and use them as resources for the Summary and Descriptive Data assignment, as needed.

The Visual Learner: Statistics

Description:

Refer to the “Visual Learner: Statistics” to learn more about the statistical calculations presented in this topic.

Ethics in Medical Research and Publication

Description:

Read “Ethics in Medical Research and Publication,” by Masic, Hodzic, and Mulic, from International Journal of Preventative Medicine(2014).

Chapter 2. Health Databases and Health Database Organizations: Uses, Benefits, and Concerns

Description:

Read “Chapter 2. Health Databases and Health Database Organizations: Uses, Benefits, and Concerns,” by Donaldson and Lohr, from the online eBook, Health Data in the Information Age: Use, Discloser, and Privacy (1994), available on the National Center for Biotechnology Information (NCBI) website.

Using Epidemiological Data to Guide Clinical Practice: Review of Studies on Cardiovascular Disease and Use of Combined Oral Contraceptives

Description:

Read “Using Epidemiological Data to Guide Clinical Practice: Review of Studies on Cardiovascular Disease and Use of Combined Oral Contraceptives,” by Hannaford and Owen-Smith, from BMJ (1998).

Secondary Data Analysis: Ethical Issues and Challenges

Description:

While APA style is not required for the body of this assignment, solid academic writing is expected, and documentation of sources should be presented using APA formatting guidelines, which can be found in the APA Style Guide, located in the Student Success Center.

This assignment uses a rubric. Please review the rubric prior to beginning the assignment to become familiar with the expectations for successful completion.

You are required to submit this assignment to LopesWrite. Refer to the LopesWrite Technical Support articles for assistance.

### Summary and Descriptive Statistics for Data Within the Organization or For Health Care Information

Description:

There is often the requirement to evaluate descriptive statistics for data within the organization or for health care information. Every year the National Cancer Institute collects and publishes data based on patient demographics. Understanding differences between the groups based upon the collected data often informs health care professionals towards research, treatment options, or patient education.

Using the data on the “National Cancer Institute Data” Excel spreadsheet, calculate the descriptive statistics indicated below for each of the Race/Ethnicity groups. Refer to your textbook and the Topic Materials, as needed, for assistance in with creating Excel formulas.

Provide the following descriptive statistics:

1. Measures of Central Tendency: Mean, Median, and Mode
2. Measures of Variation: Variance, Standard Deviation, and Range (a formula is not needed for Range).
3. Once the data is calculated, provide a 150-250 word analysis of the descriptive statistics on the spreadsheet. This should include differences and health outcomes between groups.

APA style is not required, but solid academic writingis expected.

This assignment uses a rubric. Please review the rubric prior to beginning the assignment to become familiar with the expectations for successful completion.

You are not required to submit this assignment to LopesWrite.

### Topic 5 DQ 1

Description:

Describe how epidemiological data influences changes in health practices. Provide an example and explain what data would be necessary to make a change in practice.

### Topic 5 DQ 2

Description:

Discuss ways your organization uses technology to gather patient and health care information, and how this information and data are used to direct patient care and outcomes.

### Topic 5 Participation

Description:

NA

 Letter Grade GPA Value Minimum (%) Maximum (%) A 4.0 93.0 100.0 A- 3.7 90.0 92.99 B+ 3.3 87.0 89.99 B 3.0 83.0 86.99 B- 2.7 80.0 82.99 C+ 2.3 77.0 79.99 C 2.0 70.0 76.99 D 1.0 60.0 69.99 F 0.0 0.02 59.99 I 0.0 0.0 0.01

 Assignments (%) Points Percentile Summary and Descriptive Statistics 100.0 — Article Analysis 2 130.0 — Quality Improvement Proposal 150.0 — Article Analysis 1 120.0 — Article Analysis and Evaluation of Research Ethics 140.0 — Application of Statistics in Health Care 100.0 —

 Discussion Question (%) Points Percentile Topic 2 DQ 1 8.0 — Topic 5 DQ 1 8.0 — Topic 3 DQ 1 8.0 — Topic 2 DQ 2 8.0 — Topic 1 DQ 1 8.0 — Topic 4 DQ 2 8.0 — Topic 5 DQ 2 8.0 —

 Topic 1 DQ 2 8 — Topic 3 DQ 2 8 — Topic 4 DQ 1 8 —

 Participation (%) Points Percentile Topic 4 Participation 32.0 —

 Participation (%) Points Percentile Topic 1 Participation 32.0 —

 Participation (%) Points Percentile Topic 5 Participation 32.0 —

 Participation (%) Points Percentile Topic 3 Participation 32.0 —

 Participation (%) Points Percentile Topic 2 Participation 32.0 —

 Quizzes (%) Points Percentile Quiz 1 10.0 — Quiz 2 10.0 —

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