HLT 362 Describe how epidemiological data influences changes in health practices

Grand Canyon University HLT 362 Describe how epidemiological data influences changes in health practices-Step-By-Step Guide

This guide will demonstrate how to complete the Grand Canyon University HLT 362 Describe how epidemiological data influences changes in health practices assignment based on general principles of academic writing. Here, we will show you the A, B, Cs of completing an academic paper, irrespective of the instructions. After guiding you through what to do, the guide will leave one or two sample essays at the end to highlight the various sections discussed below.

How to Research and Prepare for HLT 362 Describe how epidemiological data influences changes in health practices                            

Whether one passes or fails an academic assignment such as the Grand Canyon University HLT 362 Describe how epidemiological data influences changes in health practices  depends on the preparation done beforehand. The first thing to do once you receive an assignment is to quickly skim through the requirements. Once that is done, start going through the instructions one by one to clearly understand what the instructor wants. The most important thing here is to understand the required format—whether it is APA, MLA, Chicago, etc.

After understanding the requirements of the paper, the next phase is to gather relevant materials. The first place to start the research process is the weekly resources. Go through the resources provided in the instructions to determine which ones fit the assignment. After reviewing the provided resources, use the university library to search for additional resources. After gathering sufficient and necessary resources, you are now ready to start drafting your paper.

How to Write the Introduction for HLT 362 Describe how epidemiological data influences changes in health practices                          

The introduction for the Grand Canyon University HLT 362 Describe how epidemiological data influences changes in health practices  is where you tell the instructor what your paper will encompass. In three to four statements, highlight the important points that will form the basis of your paper. Here, you can include statistics to show the importance of the topic you will be discussing. At the end of the introduction, write a clear purpose statement outlining what exactly will be contained in the paper. This statement will start with “The purpose of this paper…” and then proceed to outline the various sections of the instructions.

How to Write the Body for HLT 362 Describe how epidemiological data influences changes in health practices                          

After the introduction, move into the main part of the HLT 362 Describe how epidemiological data influences changes in health practices  assignment, which is the body. Given that the paper you will be writing is not experimental, the way you organize the headings and subheadings of your paper is critically important. In some cases, you might have to use more subheadings to properly organize the assignment. The organization will depend on the rubric provided. Carefully examine the rubric, as it will contain all the detailed requirements of the assignment. Sometimes, the rubric will have information that the normal instructions lack.

Another important factor to consider at this point is how to do citations. In-text citations are fundamental as they support the arguments and points you make in the paper. At this point, the resources gathered at the beginning will come in handy. Integrating the ideas of the authors with your own will ensure that you produce a comprehensive paper. Also, follow the given citation format. In most cases, APA 7 is the preferred format for nursing assignments.

How to Write the Conclusion for HLT 362 Describe how epidemiological data influences changes in health practices                          

After completing the main sections, write the conclusion of your paper. The conclusion is a summary of the main points you made in your paper. However, you need to rewrite the points and not simply copy and paste them. By restating the points from each subheading, you will provide a nuanced overview of the assignment to the reader.

How to Format the References List for HLT 362 Describe how epidemiological data influences changes in health practices                            

The very last part of your paper involves listing the sources used in your paper. These sources should be listed in alphabetical order and double-spaced. Additionally, use a hanging indent for each source that appears in this list. Lastly, only the sources cited within the body of the paper should appear here.

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Sample Answer for HLT 362 Describe how epidemiological data influences changes in health practices

Re: Topic 5 DQ 1

First, epidemiology exists in two classes which is descriptive and analytical. Descriptive epidemiology provides answers for what, when, who and where. Good examples of these include surveys, censors and case reports. Risk groups are identified using descriptive epidemiology, On the contrary,  analytical terminology seeks to answer why and how questions. Epidemiological data brings together the data collected from various sites about a particular incident or disease. This could be for a short phase of time or ongoing. One main purpose of keeping epidemiological purpose is to improve disease tracking. Collected and refined data provides a picture of trends in disease and facilitates an easier understanding of the factors or presumed case scenarios of possible disease progression or change, (Fredrick,2012)

In disease tracking, for instance, outbreaks occurring in large site areas require epidemiology surveillance. In acute infectious outbreaks epidemiology data is often required for investigations on the incident cases and contacts. The presence of epidemiology data could be used for several reasons such as planning and evaluation. Also, data can be used for predictions of disease outcomes that prevent spread, worsening and recurrence. Lastly, epidemiological data could be used to implement evidence-based practice. An illustration of an epidemiological scenario,  the case regarding the effects of smoking as a cause of lung cancer, came through epidemiological  studies, with an estimate of 1.5 million deaths recorded per year from lung cancer. Research studies have further shown that smoking causes many other cancers other than lung cancer. Based on the smoking trends, the rate is expected to rise to 2 million,(Mitra,2023)

Reference

Statistical Methods in Healthcare, edited by Frederick W. Faltin, et al., John Wiley & Sons, Incorporated, 2012. ProQuest Ebook Central, https://ebookcentral-proquest-com.lopes.idm.oclc.org/lib/gcu/detail.action?docID=978385.

Mitra, Amal K.. Epidemiology for Dummies, John Wiley & Sons, Incorporated, 2023. ProQuest Ebook Central, https://ebookcentral-proquest-com.lopes.idm.oclc.org/lib/gcu/detail.action?docID=7209106.

Sample Answer 2 for HLT 362 Describe how epidemiological data influences changes in health practices

Epidemiology is critical in public health since it focuses on the distribution and determinants of health-related events affecting individuals and communities. It is essential as it guides identifying patterns of diseases in the community and determines the potential risk factors contributing to the conditions (Ibrahim, 2020). The patterns are usually distinguished through epidemiology data analysis anchored on descriptive, analytical, and experimental classes. Experimental epidemiology entails undertaking randomized controlled trials to investigate the efficacy of various therapeutic or preventative interventions. The investigation can be conducted through various study designs, such as cross-sectional studies, case-control studies, cohort studies, and intervention studies, depending on the nature of available resources and the condition’s spread (Estrada et al., 2020). Upon conducting the investigations, epidemiologists in healthcare facilities can utilize various statistical methods to analyze the subjects and make appropriate conclusions. The methods comprise measuring of association, such as relative risk and odds ratios and inferential statistics to conduct test hypotheses. Over time, epidemiological data collection has advanced since it involves technology. For instance, methods such as electronic health records and the availability of big data, geographic information systems (GIS), have advanced and are currently used to collect information on disease spread and risk factors. Overall, epidemiology is a dynamic and evolving critical aspect of public health as it provides data on disease patterns, risk factors, and disease control strategies.

References

Estrada, S., Arancibia, M., Stojanova, J., & Papuzinski, C. (2020). General concepts in biostatistics and clinical epidemiology: Experimental studies with randomized clinical trial design. Medwave, 20(04). https://doi.org/10.5867/medwave.2020.02.7869

Ibrahim, N. K. (2020). Epidemiologic surveillance for controlling Covid-19 pandemic: types, challenges and implications. Journal of Infection and Public Health, 13(11). https://doi.org/10.1016/j.jiph.2020.07.019

Sample Answer 3 for HLT 362 Describe how epidemiological data influences changes in health practices

Epidemiological data is critical because it provides empirical evidence to guide health decisions. Tracking disease incidence shows where threats are emerging. Examining distribution identifies impacted populations, like certain ages or locations (Hayes, 2022). Monitoring trends over time reveals if risks are increasing or interventions are working. Analyzing risk factors pinpoints modifiable variables to target. Looking across groups and geography shows whether some people are disproportionately affected. This rich, organized data enables epidemiologists to spot rising issues early, understand root causes, and advise where resources are most needed to control diseases and improve population health. Evidence-based analysis leads to effective policies.

For instance, data from the Center for Disease Control and Prevention in the 1990s depicted an intense increase in obesity rates across all adult age groups in the United States (United Health Foundation, 2023). Epidemiological research identified relations between increasing obesity and rising intake of high-calorie fast drinks and foods. Additionally, it discovered a decreased physical activity, and other environmental and behavioral aspects. This data spurred policy actions such as requiring calorie counts on menus, reducing sugary drink availability in schools, creating built environment enhancements to promote physical activity, and launching public education campaigns about diet and exercise.

To prompt additional changes in health practices, further epidemiological data could explore obesity trends among different socioeconomic status groups, monitor the impact of policy interventions over time, and track progress against measurable targets. Key data to collect would include obesity rates, dietary intake, physical activity levels, healthcare costs, and life expectancy across demographic segments (Green et al., 2019). As epidemiologists continue gathering actionable intelligence on population health statuses and risks, they provide evidence for healthcare providers, governments, and society as a whole to adapt health practices and systems to improve public health.

References

Green, L. W., Sim, L., Breiner, H., Effort, C. on E. P. of O. P., Board, F. and N., & Medicine, I. of. (2019). Framework for Evaluation. In www.ncbi.nlm.nih.gov. National Academies Press (US). https://www.ncbi.nlm.nih.gov/books/NBK202505/

Hayes, A. (2022, August 31). Demographics. Investopedia. https://www.investopedia.com/terms/d/demographics.asp

United Health Foundation. (2023). America’s Health Rankings | AHR. America’s Health Rankings. https://www.americashealthrankings.org/learn/news/obesity-through-the-years#:~:text=In%20the%2030%20years%20that

Sample Answer 4  for HLT 362 Describe how epidemiological data influences changes in health practices

An effective measure of the well-being of people in any society depends on how well the distribution and determinants of health-related factors are controlled. Epidemiology is thus the comprehensive study of the pattern of the distribution and determinants of the factors that affect the health of people and putting in place the interventions to address the health challenges (Friis&Sellers, 2020). Epidemiological data is important in health as it enables healthcare workers to make appropriate decisions when implementing health-related changes. The data obtained is important in identifying the emergence of novel diseases of public concern, their prevalence and incidence rate, and their spread pattern. So, healthcare workers will better understand the disease and be adequately prepared to manage the condition by developing appropriate health policies and interventions (Friis &Sellers, 2020).

Epidemiological data on diabetes is vital in healthcare. The data collected by WHO reveals that diabetes has risen in the past decade. The burden of the condition is weighing heavily of the health sector. Urbanization and income status contribute to the increased prevalence (Harding et al., 2019). The data also ensures that diabetic patients receive quality care to reduce the disease burden. Healthcare providers can thus use the epidemiological data on diabetes and offer regular screening and follow-up of patients diagnosed with diabetes.

To successfully make an impact on the care of patients with certain diseases, epidemiological data must contain the number of new and existing cases in a particular region, the type of people who are at high risk of getting the disease, the likely risk factors associated with the development of the disease, and the results on the efficacy of various treatment modalities or interventions implemented (Khan et al., 2020). Also, data on the treatments’ challenges and potential side effects is important so that patients get optimum care.

References

Friis, R. H., & Sellers, T. (2020). Epidemiology for public health practice. Jones & Bartlett Learning.

Harding, J. L., Pavkov, M. E., Magliano, D. J., Shaw, J. E., & Gregg, E. W. (2019). Global trends in diabetes complications: a review of current evidence. Diabetologia, 62, 3-16. https://link.springer.com/article/10.1007/s00125-018-4711-2

Khan, M. A. B., Hashim, M. J., King, J. K., Govender, R. D., Mustafa, H., & Al Kaabi, J. (2020). Epidemiology of type 2 diabetes–global burden of disease and forecasted trends. Journal of epidemiology and global health, 10(1), 107. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7310804/pdf/JEGH-10-1-107.pdf