Applied Epidemiology is for individuals who want to practice and refine their epidemiological skills and ultimately participate in investigating health and disease in communities. This course focuses on the identification and evaluation of health data, using health data to determine effective public health programming, using computer-based software to manage and analyze health data, and creating questionnaires and using survey data to predict the impact of public health programming on the population. This course allows students who have completed the required prerequisite courses to delve deeper into the application of epidemiological tools and skills and obtain a more in-depth understanding of epidemiology.
Pre-Requisites
GPH 712 Principles of Epidemiology
GPH 716 Biostatistics
GPH 719 Research Methods
PC 1: Identify the strengths and weaknesses of public health research and programs to determine potential threats to the validity of study findings
PC2: Evaluate the appropriateness of study designs relative to the needs of priority populations
PC 3: Analyze the potential impact of public health programs on specific populations based on the interpretation of data analysis results
PC 4: Apply epidemiologic research methods and interpretation of findings to the practice of public health
PC 5: Demonstrate the ability to integrate key components of disease surveillance and screening into public health practice
PC 18: Source credible public health information to inform practice
PC 19: Execute public health research, evaluation, policy, and/or practice using informed data analysis and interpretation
FC 1: Apply epidemiological methods to settings and situations in public health practice
FC 4: Interpret results of data analysis for public health research, policy or practice
FC 18: Select communication strategies for different audiences and sectors
There are five discussions in this course. For most discussions, each student is expected to post at least twice each week in response to questions on that week’s topic and to their classmates (1 initial post and 1 response post, minimum). 2 discussion topics require three posts. Posts that count toward the minimum must be between 250 and 500 words.
Discussion forums are an essential part of the online course experience. Discussion prompts build on readings, lectures, and course content, allowing students to contribute to the learning experience by collaborating with the instructor and peers. Read the prompts carefully and use the rubrics to confirm how discussions will be graded.
Unless otherwise specified in the course, initial discussion posts are due by Sunday at 11:59 PM ET and any response posts are due by Wednesday at 11:59 PM ET.
Week 2, Written Assignment: Identification of a Population’s Health Priorities
This written assignment is designed to help you identify content needed for section 2a-b of your final project. In addition to this week’s lecture and reading materials, you will apply skills learned in previous courses to identify the top four health priorities for the geography of your local health department. Start by describing the top four public health priorities for your PHD’s population. These priorities may be diseases or conditions. In addition, identify comparison data, ideally national data for a State PHD or state data for a County PHD, for each health priority.
Week 3, Written Assignment: Analyzing Publicly Available Data
This week’s assignment will allow you to apply data management skills learned in this course and analytic skills learned in your previous courses. The assignment will use publicly available data from the NHANES study. In addition to finding and downloading the datasets, you will need to use the data documentation to find the variables needed and to interpret the variable responses.
Week 5, Written Assignment: Selection of Programs To Address Health Priorities
This written assignment is designed to help you identify content needed for section 3a-b of your final project. For each of the two priorities on which your public health department will intervene, identify and describe two specific evidence-based programs designed to impact the selected priority. Describe the impact and the strength of the evidence to support the impact. For each of the two priorities on which the PHD will intervene, based on best available evidence, propose which program should be used by your DPH.
Week 6, Written Assignment: Designing a Baseline Questionnaire
Design a questionnaire that will be used to identify individuals who are eligible for the program that the DPH will implement. This questionnaire should collect baseline information that you would need to evaluate the program.
In week 4, you will complete a quiz on the content of the first four weeks. This is an open book quiz. You can save your answers at any time and return to the quiz later. However, you only have one opportunity to submit the quiz; once submitted, you cannot change your answers.
Your final project, a culmination of your experience in the course: a State Public Health Department’s Annual Report, will be due in Week 7.
Your grade in this course will be determined by the following criteria:
Acknowledgement of Academic Engagement | 1 |
Discussions (5 x 5 points) | 25 |
Written Assignments (4 x 12 points) | 48 |
Quiz | 12 |
Final Project | 14 |
Total | 100 |
Grade | Points Grade | Point Average (GPA) |
A | 94 – 100% | 4.00 |
A- | 90 – 93% | 3.75 |
B+ | 87 – 89% | 3.50 |
B | 84 – 86% | 3.00 |
B- | 80 – 83% | 2.75 |
C+ | 77 – 79% | 2.50 |
C | 74 – 76% | 2.00 |
C- | 70 – 73% | 1.75 |
D | 64 – 69% | 1.00 |
F | 00 – 63% | 0.00 |
Each week opens on Wednesday at 12:01 AM Eastern Time (ET). Each week closes on Wednesday at 11:59 PM ET, with the exception of Week 8, which ends on Sunday at 11:59 PM ET.
Week 1: Sep 4 – Sep 11
Week 2: Sep 11 – Sep 18
Week 3: Sep 18 – Sep 25
Week 4: Sep 25 – Oct 2
Week 5: Oct 2 – Oct 9
Week 6: Oct 9 – Oct 16
Week 7: Oct 16 – Oct 23
Week 8: Oct 23 – Oct 27
Please see course for weekly readings and full assignment descriptions.
Week 1 Discussion: Introductions
Week 1 Discussion: Publicly Available Datasets
Initial post: Identify and describe a publicly available quantitative dataset (do not use a dataset shown in Week 1’s lecture). Your 2-3 sentence description should include a summary of the data collection methods (i.e. who [population from which data were collected], when and where) and the data variables included in the dataset. Describe one example of how a public health practitioner might use this dataset and for what purpose. Be specific – state a question, the variables that could be used and an analysis that could be conducted with the selected variables (e.g. descriptive statistics, t-test, etc.). Include a link to the dataset as well as the dataset’s documentation, if available.
Response 1: Access the dataset identified by at least one peer. Propose another question that a public health professional could utilize the dataset to answer. As with the initial post, be specific, stating the question, the variables that might be used, and an analysis you could conduct.
Response 2: Using the data documentation and other related materials, evaluate the strengths and weaknesses of the dataset identified by a different peer. Your response should include at least 2 strengths and 2 weaknesses of the dataset, each related to the epidemiological design, data collection or analysis. For each weakness, evaluate how it might affect one or more of the analyses your peer proposed to answer with these data.
Week 2 Discussion: ACS Data
Initial post: Select the County or State Health Department that employs you for the purposes of your final project. Using ACS data, obtain the total population for the selected geography as well as the breakdown of three sociodemographic characteristics. Present the data for at least two of the sociodemographic characteristics as two original figures (for example: graph, pie chart, etc). ‘Original figures’ means you will create the image using the data from ACS (you can use Excel, Powerpoint or other software with which you are familiar). Ensure your figure is properly labeled and is appropriate for the audience for which the final project is intended. For the third sociodemographic characteristic, write 1-2 sentences you might include in your report to describe that characteristic in your population.
Response posts: For two peers, critique at least one visual representation of data. Include at least one way they might improve the visual representation of the data given the format and intended audience of the final project.
Week 2 Written Assignment: Identification of a Population’s Health Priorities
This week’s written assignment is designed to help you identify content needed for section 2a-b of your final project. In addition to this week’s lecture and reading materials, you will apply skills learned in previous courses to identify the top four health priorities for the geography of your local health department.
Week 3 Written Assignment: Analyzing Publicly Available Data
This week’s assignment will allow you to apply data management skills learned in this course and analytic skills learned in your previous courses. The assignment will use publicly available data from the NHANES study. In addition to finding and downloading the datasets, you will need to use the data documentation to find the variables needed and to interpret the variable responses. Once you complete the series of prompts, submit a .do file and .dta file as well as a log of results of analyses. To provide a log of your results, you will need to create a log file using the assignment instructions and paste the results from your log file into a Word document.
Week 4 Discussion: Impact Factor
Initial post: Consider a field of interest to you (e.g. public health, medicine, epidemiology). Select two journals that publish in this field – a high-impact journal and a low-impact journal. For each journal, state the 1-year and 5-year impact factors. Analyze the journals’ impact in the context of other journals in the field. Consider how long the journals have been publishing and change in impact over time.
Response post: Next, for at least 1 peer, review the author guidelines or other materials for your peer’s selected journals. Summarize the journals’ peer review processes in 2-3 sentences. Consider steps in each process and length of time to publish. What are the differences and similarities in the two processes? In your opinion, is it likely that the peer-review process (broadly) differs from the journals’ impact factor?
Week 4 Quiz
Week 5 Written Assignment: Selection of Programs To Address Health Priorities
This week’s written assignment is designed to help you identify content needed for section 3a-b of your final project. In addition to this week’s lecture and reading materials, you will apply skills learned in prior courses to identify programs to intervene on the health priorities.
Week 6 Discussion: Effectiveness Studies
Initial post: Studies conducted in public health practice (e.g., to evaluate a program implemented by the public health department) are more likely to be effectiveness studies than efficacy studies. Thinking about one of the programs your DPH will implement, describe at least 3 differences in how you would interpret the results of an evaluation of this program designed as an efficacy study as compared to an effectiveness study. Think specifically about differences in interpretation of the results in the context of differences in the study designs; it is not sufficient to report only differences in the design.
Response: Thinking about the evaluation of the program described by your peer, consider how the results from the two different studies would influence future implementations of the program by the DPH. How might you expect the success of future implementations of the program to compare to the results of the two studies?
Week 6 Written Assignment: Designing a Baseline Questionnaire
For this assignment, you will design a questionnaire that will be used to identify individuals who are eligible for the program that your DPH will implement. This questionnaire should also collect baseline (pre-intervention) information that you would need to evaluate the program (e.g., if your program is designed to reduce obesity, you should measure BMI prior to program participation). Items on your questionnaire can be self-administered (filled out by the individual) or completed by a health professional (e.g., a blood pressure reading taken by a nurse or questionnaire asked by a person administering the program).
Final Project
Week 8 Discussion: Possible Sources of Error
Initial Post: Imagine you and several colleagues recently published an article in a high-impact journal. You are the lead author and were the lead analyst; one colleague duplicated the analysis and another colleague was responsible for creating the tables in the article. As with most high-impact journals, your article has undergone several rounds of review and revisions since your original submission. You recently discovered an error in one of the tables. Describe at least two possible sources of the error (how could the error have occurred when the analysis was duplicated?). In 2-3 sentences, describe what next steps your team should take to rectify the error.
Response: Thinking specifically about the possible sources of error described by your peer, describe what steps you could put in place to prevent similar errors in future publications. Name at least 3 additional precautions the team could have taken to prevent such errors.
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Questions? Visit the Student Support Public Health page
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The American Medical Association Manual (AMA) of Style, 11th edition is the required writing format for this course. Additional support for academic writing and AMA format is provided throughout the coursework as well as at the UNE Portal for Online Students.
Online resources: AMA Style Guide
The College of Professional Studies uses Turnitin to help deter plagiarism and to foster the proper attribution of sources. Turnitin provides comparative reports for submitted assignments that reflect similarities in other written works. This can include, but is not limited to, previously submitted assignments, internet articles, research journals, and academic databases.
Make sure to cite your sources appropriately as well as use your own words in synthesizing information from published literature. Webinars and workshops, included early in your coursework, will help guide best practices in APA citation and academic writing.
You can learn more about Turnitin in the guide on how to navigate your Similarity Report.
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Quizzes and Tests: Quizzes and tests must be completed by the due date. They will not be accepted after the due date.
Assignments: Unless otherwise specified, assignments will be accepted up to 3 days late; however, there is a 10% grade reduction (from the total points) for the late submission. After three days the assignment will not be accepted.
Discussion posts: If the initial post is submitted late, but still within the discussion board week, there will be a 10% grade reduction from the total discussion grade (e.g., a 3 point discussion will be reduced by 0.3 points). Any posts submitted after the end of the Discussion Board week will not be graded.
Please make every effort ahead of time to contact your instructor and your student support specialist if you are not able to meet an assignment deadline. Arrangements for extenuating circumstances may be considered by faculty.
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Academic dishonesty includes, but is not limited to the following:
Charges of academic dishonesty will be reviewed by the Program Director. Penalties for students found responsible for violations may depend upon the seriousness and circumstances of the violation, the degree of premeditation involved, and/or the student’s previous record of violations. Appeal of a decision may be made to the Dean whose decision will be final. Student appeals will take place through the grievance process outlined in the student handbook.