Statistical Data Analysis Using SPSS Assignment

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Assignment Task

Question 1: Is there a difference in dominant hand grip strength and non-dominant hand grip strength?

Part a 

  1. Describe the type of analysis required (not the test name) to answer the research question.
  2. Describe the assumptions of the groups of data being analysed. If required, describe any initial tests performed to determine any of these assumptions of the data sets being used. Ensure you provide the name of these tests, justification for the use of a specific test, outputs from these tests and provide an interpretation of the output from these tests.
  3. Based upon 1 and 2, name the primary statistical test you’ve identified to use to answer your research question.

Part b 

  1. Provide the relevant statistical outputs after running the primary statistical test.
  2. Report the central tendency and variability for each group.
  3. Based upon 1 and 2, and any other relevant values, interpret these outputs with justification

Part c 

  1. Report the results of your analysis in a scientific journal-type writing style. This includes providing 1-3 sentences of text that reports the results and refers to a figure.
  2. Generate a single figure that is appropriate for the analysis performed (and thus the question being asked). The figure should adhere to a scientific journal-type style and include a figure caption.

Question 2: Is age related to BMI?

Part a 

  1. Describe the type of analysis required (not the test name) to answer the research question.
  2. Describe the assumptions of the groups of data being analysed. If required, describe any initial tests performed to determine any of these assumptions of the data sets being used. Ensure you provide the name of these tests, justification for the use of a specific test, outputs from these tests and provide an interpretation of the output from these tests.
  3. Based upon 1 and 2, name the primary statistical test you’ve identified to use to answer your research question.

Part b 

  1. Provide the relevant statistical outputs after running the primary statistical test.
  2. Report the central tendency and variability for each group.
  3. Based upon 1 and 2, and any other relevant values, interpret these outputs with justification

Part c 

  1. Report the results of your analysis in a scientific journal-type writing style. This includes providing 1-3 sentences of text that reports the results and refers to a figure.
  2. Generate a single figure that is appropriate for the analysis performed (and thus the question being asked). The figure should adhere to a scientific journal-type style and include a figure caption.

Question 3: Is there a difference in dominant handgrip strength based upon the mode of exercise typically performed?

Part a 

  1. Describe the type of analysis required (not the test name) to answer the research question.
  2. Describe the assumptions of the groups of data being analysed. If required, describe any initial tests performed to determine any of these assumptions of the data sets being used. Ensure you provide the name of these tests, justification for the use of a specific test, outputs from these tests and provide an interpretation of the output from these tests.
  3. Based upon 1 and 2, name the primary statistical test you’ve identified to use to answer your research question.

Part b 

  1. Provide the relevant statistical outputs after running the primary statistical test.
  2. Report the central tendency and variability for each group.
  3. Based upon 1 and 2, and any other relevant values, interpret these outputs with justification

Part c 

  1. Report the results of your analysis in a scientific journal-type writing style. This includes providing 1-3 sentences of text that reports the results and refers to a figure.
  2. Generate a single figure that is appropriate for the analysis performed (and thus the question being asked). The figure should adhere to a scientific journal-type style and include a figure caption.

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