Analysis of Variance

Analysis of Variance

A study compared three display panels used by air traffic controllers. Each display panel was tested for four different simulated emergency conditions. Twenty-four highly trained air traffic controllers were used in the study. Two controllers were randomly assigned to each display panel–emergency condition combination. The time (in seconds) required to stabilize the emergency condition was recorded. The resulting data and analysis results are given below.

Display panel data Emergency conditionDisplay panel1234A17253114 14243413B1522289 12193110C21293215 24283719

Two-way ANOVA resultsSource of VariationDFSSMSFPPanel2218.58109.2926.490.000Condition31247.4615.82100.800.000Interaction616.422.740.660.681Error1249.504.13  Total231531.96

Tasks:

  • Set up null and alternative hypotheses to (a) test the significance of display panel effect, (b) test the significance of emergency condition effects, and (c) test the interaction a between the two factors.
  • Justify the type of ANOVA (one-way or two-way) you will apply to test the hypotheses.
  • Interpret the p values in the results table for an accept/reject decision regarding the hypotheses.
  • State your conclusions including what the ANOVA results do not tell you and your needed actions as a researcher.

Submission Details:

  • Submit a Microsoft Word document that contains your responses to assignment questions, using APA style.
  • Name your document SU_BUS7200_W3_ LastName_FirstInitial.doc