Overall$-$Ratings $={}_0+{}_1$ Comp $-$ Benefit $+{}_2$ Culture $-$ Values $+{}_3$ Career $-$ Opp $+{}_4$ Seni

For this question, you will need to download the Employee Reviews data and then use the data analysis tool pack in Excel to run a regression.

Which of the following would be the correct interpretation of the slope coefficient for Senior$-$Manage? Use a $5\%$ significance level.

As the employee's rating of their senior management increase by $0\mathrm{.}1655$ star, their overall rating of the company increases by $1$ star, on average and all else constant.

We should not interpret this coefficient because it is not statistically significant at the $5\%$ significance level.

As the employee's rating of their senior management increase by $1$ star, their overall rating of the company increases by $0\mathrm{.}1655$ stars, on average and all else constant.

As the employee's rating of their senior management increase by $1\%,$ their overall rating of the company increases by $0\mathrm{.}1655\%,$ on average and all else constant.

As the employee's rating of their senior management increase by $1$ star, their overall rating of the company increases by $0\mathrm{.}1655$ stars always.