ETC5521 Worksheet Week 7

Making comparisons between groups and strata

Author

Prof. Di Cook

Exercise 1: Discussion

The Women’s Weekly published a story about famous Australian model, Elle McPherson’s breast cancer story. Diagnosed 7 years ago, she is in remission after choosing alternative therapies as treatment. The original diagnosis was accompanied by lumpectomy removing the cancerous tissue.

What does data say relative to this statement?

Alternative therapies assisted Elle’s being considered cleared of cancer today.

Exercise 2: Hate Crime

If this topic is upsetting for you, please feel free to take yourself out of the discussion, and exit the workshop.

A certain person made the following statement about this data and used the graph below to illustrate his point.

The post-9/11 upsurge in hate crimes against Muslims was real and unforgivable, but the horrible truth is that it didn’t loom that large compared with what Blacks face year in and year out.
Code 
df <- tribble(
  ~year, ~offense, ~count,
  2000, "Anti-Black", 3535,
  2000, "Sexual Orientation", 1558,
  2000, "Anti-Islamic", 36,
  2001, "Anti-Black", 3700,
  2001, "Sexual Orientation", 1664,
  2001, "Anti-Islamic", 554,
  2002, "Anti-Black", 3076,
  2002, "Sexual Orientation", 1513,
  2002, "Anti-Islamic", 174
) |>
  mutate(offense = fct_reorder(offense, -count))

pop_df <- tribble(
  ~pop, ~size,
  "Anti-Black", 36.4e6,
  "Sexual Orientation", 28.2e6,
  "Anti-Islamic", 3.4e6
)

crime_df <- left_join(df, pop_df, by = c("offense" = "pop")) |>
  mutate(prop = count / size)

Victims of hate crime in USA in years 2000-2002.

Discuss whether the plot supports his statement or not. Is his comparison of the number of crimes against Muslim and Blacks fair? What graph would you suggest to make to support/disprove his statement? The data and additional information is provided below.

This uses the data from the USA hate crime statistics found here. The number of victims by three particular hate crime is shown in the table below.

The number of victims by hate crime in the USA. Data sourced from https://ucr.fbi.gov/hate-crime.
Year Offense Victims
2000 Anti-Black 3535
2000 Sexual Orientation 1558
2000 Anti-Islamic 36
2001 Anti-Black 3700
2001 Sexual Orientation 1664
2001 Anti-Islamic 554
2002 Anti-Black 3076
2002 Sexual Orientation 1513
2002 Anti-Islamic 174

The 2000 USA Census reports that there were a total of 36.4 million people who reported themselves as Black or African American. Weeks (2003) estimated there are 3.4 million Muslims in the USA. The LGBT population is harder to estimate but reports indicate 2-10% of the population so likely below 28.2 million people in the USA.