Sets and Counting: Drug Relief Study Results

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SUMMARY

The forum discussion centers on a study evaluating the efficacy of three drugs—A, B, and C—in relieving headache pain among 50 subjects. Key findings indicate that 41 subjects reported relief from at least one drug, while 9 experienced no relief. The calculations reveal that 6 subjects found relief from all three drugs, and 4 reported relief from drug A only. The discussion emphasizes the importance of using the formula for the union of sets to accurately determine overlaps in drug efficacy.

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  • Understanding of Venn diagrams and set theory
  • Familiarity with the principle of inclusion-exclusion
  • Basic knowledge of statistical analysis methods
  • Ability to interpret survey data and results
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  • Learn how to construct and interpret Venn diagrams for multiple sets
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Researchers, statisticians, and healthcare professionals involved in clinical trials and drug efficacy studies will benefit from this discussion, particularly those focusing on pain relief medications.

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Homework Statement



A study was done to determine the efficacy of three different drugs – A, B, and C – in relieving headache pain. Over the period covered by the study, 50 subjects were given the chance to use all three drugs. The following results were obtained:

21 reported relief from drug A
21 reported relief from drug B
31 reported relief from drug C
9 reported relief from both drugs A and B
14 reported relief from both drugs A and C
15 reported relief from both drugs B and C
41 reported relief from at least one of the drugs.

b. How many people got relief from none of the drugs?
c. How many people got relief from all three drugs?
d. How many people got relief from A only?
e. Fill in the full Venn diagram for this data.

The Attempt at a Solution



I drew a venn diagram,running into an issue though.

21 people reported relief from drug A, 9 reported relief from A and B and 14 report relief from A and C. so ##A \cap B = 9; A \cap C = 14## but A only has 21, 21 -14-9 = -2 that's not yet counting ##A \cap B \cap C##

similarly for B, B has 21 reports of relief and ## B \cap A =9; B \cap C =15## so 21 - 15 -9 = -3

C seems to have no issue so far, it'll have 2 people that potentially only had relief from C
 
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jonroberts74 said:

Homework Statement



A study was done to determine the efficacy of three different drugs – A, B, and C – in relieving headache pain. Over the period covered by the study, 50 subjects were given the chance to use all three drugs. The following results were obtained:

21 reported relief from drug A
21 reported relief from drug B
31 reported relief from drug C
9 reported relief from both drugs A and B
14 reported relief from both drugs A and C
15 reported relief from both drugs B and C
41 reported relief from at least one of the drugs.

b. How many people got relief from none of the drugs?
c. How many people got relief from all three drugs?
d. How many people got relief from A only?
e. Fill in the full Venn diagram for this data.






The Attempt at a Solution



I drew a venn diagram,


running into an issue though.

21 people reported relief from drug A, 9 reported relief from A and B and 14 report relief from A and C. so ##A \cap B = 9; A \cap C = 14## but A only has 21, 21 -14-9 = -2 that's not yet counting ##A \cap B \cap C##

But some of these are the same people; you are counting them twice.

Also, perhaps you should use ##n(A\cap B)## for the number of people in that set. Look in your text for a formula for ##n(A\cup B\cup C)##. That will help you figure out ##n(A\cap B \cap C)##.
 
LCKurtz said:
But some of these are the same people; you are counting them twice.

Also, perhaps you should use ##n(A\cap B)## for the number of people in that set. Look in your text for a formula for ##n(A\cup B\cup C)##. That will help you figure out ##n(A\cap B \cap C)##.

## n(A\cup B\cup C) = n(A) + n(B) + n(C) - n(A\cap B) - n(A\cap C) - n(B\cap C) + n(A\cap B \cap C)##

##n(A) + n(B) + n(C) = 21 + 21 + 31##

##- n(A\cap B) - n(A\cap C) - n(B\cap C) = -9 - 14 -15 ##

##n(A) + n(B) + n(C) - n(A\cap B) - n(A\cap C) - n(B\cap C) = 21 + 21 + 31 - 9 - 14 -15 = 35##

then it says at least 41 report relief from at least one drug

so ##n(A\cap B \cap C) = 41 - \Bigg[n(A) + n(B) + n(C) - n(A\cap B) - n(A\cap C) - n(B\cap C)\Bigg] = 41-35 = 6##

a) nine had no relief
b) six had relief from all three
c) 4 had relief from A only
D) A only has 4, B only has 3, C only has 8, ##n(A \cap B \cap C)=6, n(A \cap B) = 3, n(A \cap C) = 8, n(B \cap C) = 9##, 9 left outside the three
 

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