Please help me (earning ratio-boxplot)

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SUMMARY

This discussion focuses on analyzing the earnings of male and female restaurant staff in 1999 using decile box-plots. The data includes gross weekly and hourly earnings, revealing significant differences in earnings ratios at various percentiles. The analysis highlights that male staff consistently earn more than female staff across all deciles, with the highest decile showing a £40 difference in weekly earnings. Additionally, the discussion prompts calculations of earnings ratios and the implications of excluding overtime from gross earnings data.

PREREQUISITES
  • Understanding of box-plot visualization techniques
  • Familiarity with statistical concepts such as deciles and quartiles
  • Proficiency in data analysis using tools like Excel or R
  • Knowledge of earnings ratio calculations
NEXT STEPS
  • Learn how to create box-plots in R using the ggplot2 package
  • Study the implications of overtime on earnings analysis
  • Explore statistical methods for comparing two datasets
  • Investigate gender pay gap analysis techniques
USEFUL FOR

Data analysts, statisticians, and researchers interested in gender pay disparities in the restaurant industry will benefit from this discussion.

LAYAN-2008
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The main aim of this question is to assess the ability to perform data analysis on two batches of data and use decile box-plots to compare and report on the differences between the two sets.

The weekly earnings (including overtime) and the hourly earnings (including overtime) of male
and female restaurant staff who are working full time are given in the table below,


Gross weekly and hourly earnings of male and female restaurant staff in 1999




Gross weekly earnings Gross hourly earnings
(£) (Pence)
Women Men Women Men
Highest decile 235 275 556 641
Upper quartile 192 230 477 513
Median 163 183 402 434
Lower quartile 138 151 363 389
Lowest deciles 122 128 349 360





(a) Which of these two types of data would you use to compare the earnings of male and female restaurant staff? Give a brief justification for your choice. [3]





(b) Calculate the earnings ratios for the restaurant staff at the median, the upper and lower quartiles, and the highest and lowest deciles. Comment on what these figures tell you about the relative earnings of male and female restaurant
staff in 1999. [4]






(c) If data were available on gross earnings (excluding overtime) for male and female
restaurant staff, would you expect the earnings ratios calculated using such data to be
greater or smaller than those you calculated in (b)? Explain your answer briefly. [2 ]







(d) Draw clear and accurate decile box-plots (as described in Unit 3) to represent the earnings
data for male and female restaurant staff. What do the box- plots tell you about the
relative earnings of male and female restaurant staff in 1999 ? [3]
 
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