What is the percentage of young people with psychosis due to cannabis use?

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SUMMARY

The discussion focuses on the correlation between cannabis use and the incidence of psychosis among young people. It establishes that in a sample of 10,000 young individuals, approximately 28 cannabis users are expected to develop psychosis, with 8% of those cases attributed directly to cannabis consumption. The calculations utilize probabilities, specifically P(cannabis ∩ psychosis) and P(cannabis | psychosis), to derive these figures. The conclusion highlights the significant impact of cannabis use on mental health, particularly in youth.

PREREQUISITES
  • Understanding of basic probability concepts, including conditional probability.
  • Familiarity with statistical analysis methods.
  • Knowledge of psychosis and its potential causes.
  • Awareness of cannabis use trends among young people.
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  • Research the long-term effects of cannabis use on mental health.
  • Explore statistical methods for analyzing incidence rates in epidemiology.
  • Learn about the relationship between substance use and mental health disorders.
  • Investigate public health strategies for addressing youth cannabis consumption.
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This discussion is beneficial for mental health professionals, epidemiologists, public health officials, and researchers studying the effects of cannabis on young populations.

icystrike
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Homework Statement


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Screen Shot 2015-09-27 at 10.46.14 PM.png


Q1. In 10'000 typical young people, if 1% of non cannabis users develop psychosis, how many cannabis users would be expected to develop psychosis? Ans:28

Q2. The report states:
"About 20% of young people now report using cannabis"
"... individuals who used cannabis were 41% more likely to have any psychosis"
Given these two figures, and assuming that the incidence of pyschosis for reasons other than cannabis use is the same in both users and non users, what is the percentage of those with psychosis who have it due to cannabis use? (answer to nearest 1%). Ans: 8%

The Attempt at a Solution



1. P(cannabis ∩ psychosis) = P(cannabis) P(psychosis l cannabis) = 0.2 x 0.0141= 0.00282
Number of young cannabis users with psychosis = 0.00282 x 10000 = 28.2

2. P (cannabis l pyschosis) = P (cannabis ∩ psychosis) / P (psychosis)
= P (psychosis l cannabis) P (cannabis) / P (psychosis ∩ (cannabis ∪ non-cannabis))
= P (psychosis l cannabis) P (cannabis) / P [(psychosis ∩ cannabis) ∪ (psychosis ∩ non- cannabis)]
 
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icystrike said:
Given these two figures, and assuming that the incidence of pyschosis for reasons other than cannabis use is the same in both users and non users, what is the percentage of those with psychosis who have it due to cannabis use? (answer to nearest 1%). Ans: 8%
How did you get that number? It's probably a rounding error.
 
mfb said:
How did you get that number? It's probably a rounding error.

Which number are you referring to? If you are referring to the 8%, it was taken from the answer sheet. Otherwise, it is stated in the question.
 
Edit: rounding error on my side, I used the number 28 instead of the more precise 28.2.

Out of 10000, we have:
8000 non-users, with 80 with psychosis and 7920 without
2000 users, with 28.2 with psychosis and 1971.8 without
Out of the 28.2, 20 have psychosis for other reasons (1% of 2000), 8.2 are attributed to cannabis consumption.

=> In total 108.2 with psychosis, 8.2 due to cannabis consumption. 8.2/108.2 = 0.0758, or 8% after rounding. Okay. With 8 instead of 8.2 I got 0.0741 which would give 7%.
 
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Thanks:) that is of great help!
 
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