Methods/Design, Statistical Analysis

Submit 2-3 pages describing the Methods/Design and Statistical Analysis that you will use in your Capstone project topic: Hypertension in the homeless population. Use the evidence from the peer reviewed articles that you have critically appraised and synthesized. Follow APA format and cite references. Include the following:

  1. Describe the evaluative criteria (indicators or variables) to be addressed in answering each evaluation question.
  2. Describe the research approaches to be used to answer each question and why they are appropriate to the evaluation questions posed.
  3. Describe in specific detail how data will be collected related to each of your evaluative criteria/indicators. Discuss exactly how the data be collected, when, and by whom. Describe any data collection tools in terms of their development and appropriateness in answering the evaluation questions. Provide information on validity and reliability of tools, if available. Explain why the data collection methods are appropriate to the research approach, type of data, and purpose of the evaluation.
  4. Describe how you will analyze the data, including specific statistical tests to be used. Include dummy data tables if applicable to show how you will display your findings.

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Sample Answer

 

 

The following evaluative criteria will be used to address the evaluation questions:

  • Prevalence of hypertension: The prevalence of hypertension in the homeless population is high, ranging from 18% to 41%. This is much higher than the prevalence of hypertension in the general population, which is around 30%.
  • Risk factors for hypertension: Homeless people are at increased risk for hypertension due to a number of factors, including poverty, poor diet, lack of access to healthcare, and stress.
  • Complications of hypertension: Hypertension is a major risk factor for heart disease, stroke, and other chronic diseases. Homeless people with hypertension are at increased risk for these complications.

Full Answer Section

 

 

 

  • Effectiveness of interventions: There is evidence that interventions to prevent and treat hypertension in the homeless population can be effective. These interventions include educational programs, medication adherence programs, and case management.

Research Approaches

The following research approaches will be used to answer the evaluation questions:

  • Systematic review: A systematic review will be conducted to identify and synthesize the evidence on the prevalence, risk factors, complications, and treatment of hypertension in the homeless population.
  • Meta-analysis: A meta-analysis will be conducted to estimate the pooled prevalence of hypertension in the homeless population.
  • Qualitative study: A qualitative study will be conducted to explore the experiences of homeless people with hypertension.

Systematic Review

A systematic review is a comprehensive and rigorous approach to reviewing the scientific literature on a particular topic. The systematic review will be conducted in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines.

The systematic review will involve the following steps:

  1. Developing a research question: The research question for the systematic review is: What is the prevalence, risk factors, complications, and treatment of hypertension in the homeless population?

  2. Identifying relevant studies: A search of the following electronic databases will be conducted to identify relevant studies: PubMed, Medline, EMBASE, and PsycINFO. The search will be limited to studies published in English in the past 10 years.

  3. Selecting studies: The studies identified in the search will be screened for eligibility based on the following criteria:

    • The study must be a primary research study on hypertension in the homeless population.
    • The study must be published in a peer-reviewed journal.
    • The study must be published in English in the past 10 years.
  4. Extracting data: Data will be extracted from the selected studies on the following variables:

    • Prevalence of hypertension
    • Risk factors for hypertension
    • Complications of hypertension
    • Effectiveness of interventions
  5. Analyzing data: The data extracted from the selected studies will be analyzed using descriptive statistics and meta-analysis.

Meta-Analysis

A meta-analysis is a statistical technique that combines the results of multiple studies to produce a more precise estimate of an effect size. The meta-analysis will be conducted to estimate the pooled prevalence of hypertension in the homeless population.

The meta-analysis will involve the following steps:

  1. Identifying relevant studies: The studies identified in the systematic review will be screened for eligibility for the meta-analysis based on the following criteria:

    • The study must report the prevalence of hypertension in a representative sample of the homeless population.
    • The study must use a valid and reliable measure of hypertension.
    • The study must be published in a peer-reviewed journal.
    • The study must be published in English in the past 10 years.
  2. Extracting data: Data will be extracted from the selected studies on the prevalence of hypertension.

  3. Analyzing data: The data extracted from the selected studies will be analyzed using a random-effects meta-analysis model.

Qualitative Study

A qualitative study is a research method that is used to explore the experiences and perspectives of individuals and groups. The qualitative study will be conducted to explore the experiences of homeless people with hypertension.

The qualitative study will involve the following steps:

  1. Recruiting participants: Homeless people with hypertension will be recruited for the study through homeless shelters, drop-in centers, and other community organizations.
  2. Conducting interviews: Interviews will be conducted with participants to explore their experiences with hypertension, including their risk factors, symptoms, and treatment.
  3. Analyzing data: The interview data will be analyzed using thematic analysis.

Conclusion

The systematic review, meta-analysis, and qualitative study will provide a comprehensive understanding of the prevalence, risk factors, complications, and treatment of hypertension in the homeless population. This information can be used to develop and implement effective interventions to prevent and treat hypertension in this vulnerable population.

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