Imagine you are an intern at a company that fits your chosen scenario. Your supervisor has asked you to prepare a statistical summary of your scenario.
You decide to refresh your knowledge about hypothesis testing. You find the example below about hypotheses testing. You will use this example to inform your work as you develop your statistical summary.
Example
Imagine you have developed a hypothesis. The hypothesis states that two drugs have different effects on lowering anxiety. You have anxiety scores for drug A and anxiety scores for drug B (all after 4 weeks of treatment). You run inferential analysis after 4 weeks.
Your null hypothesis is H0: drug A = drug B.
Your research hypothesis is H1: drug A ≠ drug B.
Your dependent variable is the anxiety score changed after treatment.
Your independent variable is drug treatment.
Because you did not state a direction in your hypothesis (better than or worse than), this will be a two-tailed test. You are looking for differences in either direction. You would set your alpha level at .05 and have a sample for each group of 30 people that were volunteers (what sampling method would this imply?) for the study.
Write a 525- to 700-word summary in which you:
Clearly define the problem or issue you are addressing.
Find 2 to 3 research articles (must have methods section) related to the topic/problem in your scenario.
Provide a brief background of any research you have found that might affect your research hypothesis.
Create a research hypothesis.
Note: You have been given a data set (Statistic Project Student Data) with two sets of interval data (just the numbers, as you must decide what they represent, such as method A results or method B results). This means you are going to test one thing against another, such as which method works best (step 1 of the steps to hypothesis testing; please refer to the example provided above).
State the null and research hypotheses.
Explain whether these hypotheses require a one-tailed test or two-tailed test and explain your rationale.
Describe the sample you will use. The sample size will be 30 for each group, which are provided in your data set.
Explain what type of sampling method you selected and why you chose it.
Are there limitations to this sampling method, and how might it affect your research?
Do you think you would also collect some descriptive data, such as gender, age, or shift?
Why do you think it makes sense to collect descriptive data?
Format your summary according to APA guidelines.
(Note: You will need a cover page, reference page, and in-text citations at a minimum. No abstract is needed.) See the Center for Writing Excellence under the Library Tab for resources on how to format your paper in APA format.
