Quantitative Research Designs

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Quantitative Research Designs

#7178 Topic: Quantitative Research Designs Number of Pages: 1 (Double Spaced) Number of sources: 1 Writing Style: APA Type of document: Essay Category: Healthcare Language Style: English (U.S.) Order Instructions: Quantitative Research Designs This week, you have been learning about various quantitative research designs and types. To prepare for this Discussion, review the Learning Resources and consider the following questions: What are the differences between experimental, quasi-experimental, and nonexperimental research designs? What are the methods for conducting each research design? What are the strengths and weaknesses of each research design? How might various health care organizations use each of these quantitative research designs? Then, bring to mind a particular health care organization. Select a quantitative research design (experimental, quasi-experimental, or nonexperimental). Consider how the selected design could be of value for evaluating a discrete or continuous random variable of interest in this type of organization, then select a specific variable of interest (e.g., negative outcomes or cost) that would apply in the context (i.e., the particular health care organization and the quantitative research design) of which you are thinking. By Day 4, post a comprehensive response to the following: In the first line of your posting, identify the health care organization, the quantitative research design, and the specific variable of interest that you have selected. State the type of variable (i.e., quantitative or qualitative), identify the level of measurement, and indicate whether the variable is discrete or continuous. Describe the concepts and uses of the research design you have selected and explain how a health care professional could apply it in the type of organization you have chosen. As part of your response, be sure to draw out your selected research design graphically using a conceptual diagram (as illustrated in your reading this week from Chapter 7 of the course text Health Services Research Methods). Does probability have a role in the execution of this type of research? Explain why or why not. Evaluate the particular strengths of this design for the purposes you have described, as well as any potential limitations and/or ethical constraints that might be a consideration.
 
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Quantitative Research Designs,

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Week 6: Quantitative Research Designs, Continued

No discussion about quantitative research design would be complete without mention of validity and reliability. Most broadly, validity refers to meaningfulness and reliability refers to consistency. Together, validity and reliability serve as the foundation for sound scientific inquiry. When quantitative researchers design and implement their research, they do so to identify valid and reliable descriptions, relationships, and/or predictions.

This week, you will consider the threats to validity in quantitative research and explore strategies to mitigate these threats. You will also consider the ethical issues in quantitative research, the implications these issues have on design decisions, and the strategies used to address them. You will also annotate a quantitative journal article on a research topic of your interest.

Learning Objectives

  • Explain threats to internal validity and external validity in quantitative research
  • Explain strategies to mitigate threats to internal validity and external validity in quantitative research
  • Identify ethical issues in quantitative research
  • Explain how ethical issues influence design decisions in quantitative research
  • Explain criteria for a research topic to be amenable to scientific study using a quantitative approach
  • Apply strategies for addressing ethical issues in quantitative research
  • Annotate a quantitative research article
  • Apply APA Style to writing

Discussion: Designing Quantitative Research

Researchers consider validity and reliability with each new study they design. This is because validity and reliability are not fixed but rather reflect a particular study’s unique variables, research design, instruments, and participants.

In the context of research design, two types of validity, which speak to the quality of different features of the research process, are considered: internal validity and external validity. Assuming that the findings of a research study are internally valid—i.e., the researcher has used controls to determine that the outcome is indeed due to manipulation of the independent variable or the treatment—external validity refers to the extent to which the findings can be generalized from the sample to the population or to other settings and groups. Reliability refers to the replicability of the findings.

For this Discussion, you will consider threats to internal and external validity in quantitative research and the strategies used to mitigate these threats. You will also consider the ethical implications of designing quantitative research.

With these thoughts in mind:

By Day 4 (Thursday, Jul 4th)

Post an explanation of a threat to internal validity and a threat to external validity in quantitative research. Next, explain a strategy to mitigate each of these threats. Then, identify a potential ethical issue in quantitative research and explain how it might influence design decisions. Finally, explain what it means for a research topic to be amenable to scientific study using a quantitative approach.

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