Questions the Wilcoxon Sign Test Answers

The Wilcoxon Sign Test is used to determine whether the mean ranks of two dependent, or matched, samples are different from each other.  This is the non-parametric alternative to the dependent sample t-test.  Technically, it tests if the average difference of a continuous variable that is measured twice is zero.

  • Medicine: Does the drug improve the health accounting for individual differences in health at the start of the trail?  The Wilcoxon Sign Test is the ideal test when the participants have differences in their measurement baselines that might affect the outcome of the experiment. However, the pairing of the two samples needs to be designed into the experiment and needs some consideration before conducting it if the Wilcoxon Sign Test is going to be used.  This test should be used when multivariate normality is not present in the data or if the sample size is small This happens especially if the subjects for the drug trial have not been chosen randomly.
  • Education: Does an innovative form of teaching help children to learn?  The Wilcoxon Sign Test compares the results of the first test (with grades A-F) with the results of the second test on the same population, and thus it accounts for different abilities that exist within the test takers.  However this design needs to be controlled, because just retaking the exact same test might improve the scores.  A Wilcoxon Sign Test on the performance of a control group can identify this effect and establish its significance.
  • Management studies: Does introducing a brown bag lunch improve employee satisfaction?  The Wilcoxon Sign Test should be used when the improvement in satisfaction by introducing an activity like this would be overshadowed by individual differences in their initial satisfaction.  However, this survey also needs to control for other factors that might have changed the employee satisfaction.
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*Please call 877-437-8622 to request a quote based on the specifics of your research, or email [email protected].

Related Pages:

Conduct and Interpret a Wilcoxon Sign Test

What is the Wilcoxon Sign Test?

Conduct and interpret a Mann-Whitney U-Test

The Wilcoxon Sign Test in SPSS

  • Medicine: Does the drug improve the health accounting for individual differences in health at the start of the trail?  The Wilcoxon Sign Test is the ideal test when the participants have differences in their measurement baselines that might affect the outcome of the experiment. However, the pairing of the two samples needs to be designed into the experiment and needs some consideration before conducting it if the Wilcoxon Sign Test is going to be used.  This test should be used when multivariate normality is not present in the data or if the sample size is small This happens especially if the subjects for the drug trial have not been chosen randomly.
  • Education: Does an innovative form of teaching help children to learn?  The Wilcoxon Sign Test compares the results of the first test (with grades A-F) with the results of the second test on the same population, and thus it accounts for different abilities that exist within the test takers.  However this design needs to be controlled, because just retaking the exact same test might improve the scores.  A Wilcoxon Sign Test on the performance of a control group can identify this effect and establish its significance.
  • Management studies: Does introducing a brown bag lunch improve employee satisfaction?  The Wilcoxon Sign Test should be used when the improvement in satisfaction by introducing an activity like this would be overshadowed by individual differences in their initial satisfaction.  However, this survey also needs to control for other factors that might have changed the employee satisfaction.

Statistics Solutions can assist with your quantitative or qualitative analysis by assisting you to develop your methodology and results chapters. The services that we offer include:

Data Analysis Plan

  • Edit your research questions and null/alternative hypotheses
  • Write your data analysis plan; specify specific statistics to address the research questions, the assumptions of the statistics, and justify why they are the appropriate statistics; provide references
  • Justify your sample size/power analysis, provide references
  • Explain your data analysis plan to you so you are comfortable and confident
  • Two hours of additional support with your statistician

Quantitative Results Section (Descriptive Statistics, Bivariate and Multivariate Analyses, Structural Equation Modeling, Path analysis, HLM, Cluster Analysis)

  • Clean and code dataset
  • Conduct descriptive statistics (i.e., mean, standard deviation, frequency and percent, as appropriate)
  • Conduct analyses to examine each of your research questions
  • Write-up results
  • Provide APA 6th edition tables and figures
  • Explain chapter 4 findings
  • Ongoing support for entire results chapter statistics

*Please call 877-437-8622 to request a quote based on the specifics of your research, or email [email protected].

Related Pages:

Conduct and Interpret a Wilcoxon Sign Test

What is the Wilcoxon Sign Test?

Conduct and interpret a Mann-Whitney U-Test

The Wilcoxon Sign Test in SPSS