Given -
Kaitlyn Score = 78.2
Kaitlyn Mean = 73.8
Standard deviation = 11
Rebecca score = 256.3
Rebecca mean = 236
Standard deviation = 29
Tera score = 7.24
Tera mean = 6.7
Standard deviation = 0.9
To Find -
Which of the applicants should be offered the job =?
Step-by-Step Explanation :
We know, the formula for z-score:
![\begin{gathered} z-score\text{ = }\frac{x\text{ - }\mu}{\sigma} \\ \\ Where,\text{ x = Score} \\ \mu\text{ = Mean} \\ \sigma\text{ = Standard Deviation} \\ \\ \end{gathered}](https://img.qammunity.org/2023/formulas/mathematics/college/cia0vkk4frr7mwblbwrrn09d7c0bjk516i.png)
z-score of kaitlyn =
![\begin{gathered} z-score\text{ = }(78.2-73.8)/(11) \\ \\ z-score\text{ = }(4.4)/(11)\text{ = 0.4} \end{gathered}](https://img.qammunity.org/2023/formulas/mathematics/college/jntjn84n2r1f70hppi6xldw8jgc5nbkcki.png)
z-score of Rebecca =
![\begin{gathered} z-score\text{ = }(256.3-236)/(29) \\ \\ z-score\text{ = }(20.3)/(29)\text{ = 0.7} \end{gathered}](https://img.qammunity.org/2023/formulas/mathematics/college/4ldzctzyf07236wanuvlyru0dqa2p99wtk.png)
z-score of Tera =
![\begin{gathered} z-score\text{ = }(7.24-6.7)/(0.9) \\ \\ z-score\text{ = }(0.54)/(0.9)\text{ = 0.6} \\ \\ \end{gathered}](https://img.qammunity.org/2023/formulas/mathematics/college/xxlhpqb0er1eysfoe2awr31t2avrhnvic3.png)
Now,
The applicant with the highest z-score is most likely to be offered the job.
Rebecca has the highest z-score of 0.7
Final Answer -
Rebecca should be offered the job.