Answer the Question That Follows This SPSS Output:
SATJOB

question 36

Essay

Answer the question that follows this SPSS output:
SATJOB * SEX Crosstabulation
$\begin{array}{|lll|r|r|r|}\hline &&& \text { sex }\\\hline &&&\text { 0 male } & \text { 1 female }& \text { total}\\\hline \text { SATJOB }& 1 \text { very dissatisfed } & \text { Count } & 2 & 4 & 6 \\&& \text { Expected Count } & 2.8 & 3.2 & 6.0 \\\hline &2 \text { a limite dissatisfied } & \text { Count } & 15 & 14 & 29 \\&& \text { Expected Count } & 13.7 & 15.3 & 29.0 \\\hline& {3 \text { moderately satisfled }} & \text { Count } & 62 & 57 & 119 \\&& \text { Expected Count } & 56.4 & 62.6 & 119.0 \\\hline &4 \text { very satisfied } & \text { Count } & 66 & 86 & 152 \\&& \text { Expected Count } & 72.0 & 80.0 & 152.0 \\\hline \text { Total } && \text { Count } & 145 & 161 & 306 \\&& \text { Expected Count } & 145.0 & 161.0 & 306.0 \\\hline\end{array}$
Chi-Square Tests
$\begin{array}{|l|r|r|r|}\hline &{\text { Value }} & \text { df } & \begin{array}{r}\text { Asymp. Sig. } \\(2-\text { sided) }\end{array} \\\hline \text { Pearson Chi-Square } & 2.714ᵃ & 3 & 438 \\\text { Likelihood Ratio } & 2.726 & 3 & 436 \\\text { Linear-by-Linear } & 761 & 1 & 383 \\\text { Association } & & & \\\text { Nor oalid Cases } & 306 & & \\\hline\end{array}$
a. 2 cells $(25.0 \%)$ have expected count less than 5 . The minimum expected count is 2.84
You want to do a chi-square test but the crosstab has an expected count problem. How could you transform one or both of the variables to remedy the problem?

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Definitions:

Flat Tax

A tax system with a constant rate, where taxpayers pay the same percentage of their income regardless of the level of their income.

Marginal Tax Rate

The rate at which the last dollar of income is taxed, indicating the percentage of tax applied to your income for each tax bracket in which you qualify.

Average Tax Rate

The proportion of total income paid in taxes, calculated by dividing total tax amount by total income.

Circular 230

Regulations and guidelines issued by the US Department of the Treasury for tax professionals regarding practice before the IRS.