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Epidemiology of Drug Use

     Brian J. Piper, Ph.D.
Epidemiology
  • Study of diseases in population
  • Descriptive, not inferential (+ who, - why)
      – Nitrites “poppers”
      – LSD




http://bmj.bmjjournals.com/epidem/epid.1.html
Goals
  • Monitoring the Future (MtF): self-report
    survey of 8th - 12th grades
  • National Household Survey of Drug Use
    and Health (NHSDUH): interviews of age
    12+
  • Drug Abuse Warning Network (DAWN):
    ER reports
  • United Nations World Drug Report
http://www.oas.samhsa.gov/public.cfm
http://www.monitoringthefuture.org/
Monitoring the Future
 • National survey, conducted annually by NIDA of
   secondary school (8th, 10th, or 12th), college
   students, and adults (<45 yrs)
 • Missing data (drop-outs = 15%, not attending) =
   under-estimation
 • Concern about labels (inadvertent marketing)
 • Self-report
      – Knowledge (e.g. steroids, diet pills, club drugs)
      – Memory (e.g. How many drinks?)
      – Taboo

http://www.monitoringthefuture.org/
Demographics
• Compares use by:
  – Year (1975 – present)
  – Sex
  – Ethnicity
  – Parental education
                            ?
  – Region
  – College plans
Year & Grade




Illicit = Scheduled drugs including marijuana, heroin, cocaine, methamphetamine, LSD
Not Illicit: EtOH, cigarettes, inhalants, Ritalin for medical purposes
When does use start?
What about ethnicity?
• Ranking:
  – African-American
  – Hispanic
  – White
Subjective
   Effects

Alcohol
Amphetamines
Cocaine
Heroin
LSD
Marijuana
Other Hallucinogens
Other Narcotics
Subjective
 Effects
Young Adults: 19-30
How do college student differ from others in
       Alcohol and Nicotine Use?
How do college student differ from others in
       Alcohol and Nicotine Use?
D.A.R.E.
        • Founded in 1983 by Daryl Gates
        • Police officers give lectures to middle school
        • Found in 80% of U.S. school districts, 54
          nations
        • Cohen’s d = (Mean – Mean )/ SD       D.A.R.E.          Control   pop




                       d = 0.30 small, 0.50 medium, 0.70 large




http://www.dare.com/home/default.asp
Does D.A.R.E work?




Ennett S.T. (1994). American Journal of Public Health, 84, 1394-1401.
National Household Survey
           on Drug Use & Health
  •   Face to Face 4 hour Interview (N=4,500)
  •   Nationally representative
  •   Excludes prisoners, transients
  •   Statistical Significance: *p < .05
  •   But clinical (real world) significance?




https://nsduhweb.rti.org/
Treatment Options
Treatment Options
Drug Abuse Warning Network
• Nationwide reports of ER/ED visits
• 242 hospitals nationwide
• Drug is “implicated”
  – Overdose
  – Suicide
  – Accident
2009




http://www.samhsa.gov/data/2k11/DAWN/2k9DAWNED/HTML/DAWN2k9ED.htm
http://www.samhsa.gov/data/2k11/DAWN/2k9DAWNED/HTML/DAWN2k9ED.htm
Ethnicity
                                   Alcohol                          Illicit
      White                        59.6%                            50.1%
      Black                        19.2%                            26.9%
      Hispanic                     12.4%                            13.1%
      Other/Unknown                8.8%                             9.9%




http://www.samhsa.gov/data/2k11/DAWN/2k9DAWNED/HTML/DAWN2k9ED.htm
Ethnicity
                                   Alcohol                          Illicit   National (2010 Census)
      White                        59.6%                            50.1%     63.7%
      Black                        19.2%                            26.9%     12.6%
      Hispanic                     12.4%                            13.1%     16.3%
      Other/Unknown                8.8%                             9.9%      7.4%




http://www.samhsa.gov/data/2k11/DAWN/2k9DAWNED/HTML/DAWN2k9ED.htm
UNWDR
• United Nations World Drug Report
• Pooled data from various countries with
  various methods
• Provides information about drug use,
  treatment, and drug seizures
Annual Use
Injection Drug Use
Summary
• Data Sources:
  – Monitoring the Future (Survey)
  – National Household Survey on Drug Use & Health
    (Interview)
  – Drug Abuse Warning Network (ED)
  – Patterns:
     •   Year
     •   Age
     •   Ethnicity
     •   Other: College Plans
Thought question
• Design an empirically based drug education
  program for high-school students.
    – What drugs would you target?
    – What ages?
    – Would ethnicity or other factors be involved in
      your design making process?




http://learn.genetics.utah.edu/content/addiction/drugs/mouse.html

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Neuropharmacology: Epidemiology

  • 1. Epidemiology of Drug Use Brian J. Piper, Ph.D.
  • 2. Epidemiology • Study of diseases in population • Descriptive, not inferential (+ who, - why) – Nitrites “poppers” – LSD http://bmj.bmjjournals.com/epidem/epid.1.html
  • 3. Goals • Monitoring the Future (MtF): self-report survey of 8th - 12th grades • National Household Survey of Drug Use and Health (NHSDUH): interviews of age 12+ • Drug Abuse Warning Network (DAWN): ER reports • United Nations World Drug Report http://www.oas.samhsa.gov/public.cfm http://www.monitoringthefuture.org/
  • 4. Monitoring the Future • National survey, conducted annually by NIDA of secondary school (8th, 10th, or 12th), college students, and adults (<45 yrs) • Missing data (drop-outs = 15%, not attending) = under-estimation • Concern about labels (inadvertent marketing) • Self-report – Knowledge (e.g. steroids, diet pills, club drugs) – Memory (e.g. How many drinks?) – Taboo http://www.monitoringthefuture.org/
  • 5. Demographics • Compares use by: – Year (1975 – present) – Sex – Ethnicity – Parental education ? – Region – College plans
  • 6.
  • 7. Year & Grade Illicit = Scheduled drugs including marijuana, heroin, cocaine, methamphetamine, LSD Not Illicit: EtOH, cigarettes, inhalants, Ritalin for medical purposes
  • 8.
  • 9. When does use start?
  • 10.
  • 11.
  • 12. What about ethnicity? • Ranking: – African-American – Hispanic – White
  • 13.
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  • 16.
  • 17. Subjective Effects Alcohol Amphetamines Cocaine Heroin LSD Marijuana Other Hallucinogens Other Narcotics
  • 19.
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  • 22. How do college student differ from others in Alcohol and Nicotine Use?
  • 23. How do college student differ from others in Alcohol and Nicotine Use?
  • 24. D.A.R.E. • Founded in 1983 by Daryl Gates • Police officers give lectures to middle school • Found in 80% of U.S. school districts, 54 nations • Cohen’s d = (Mean – Mean )/ SD D.A.R.E. Control pop d = 0.30 small, 0.50 medium, 0.70 large http://www.dare.com/home/default.asp
  • 25. Does D.A.R.E work? Ennett S.T. (1994). American Journal of Public Health, 84, 1394-1401.
  • 26. National Household Survey on Drug Use & Health • Face to Face 4 hour Interview (N=4,500) • Nationally representative • Excludes prisoners, transients • Statistical Significance: *p < .05 • But clinical (real world) significance? https://nsduhweb.rti.org/
  • 27.
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  • 35. Drug Abuse Warning Network • Nationwide reports of ER/ED visits • 242 hospitals nationwide • Drug is “implicated” – Overdose – Suicide – Accident
  • 38. Ethnicity Alcohol Illicit White 59.6% 50.1% Black 19.2% 26.9% Hispanic 12.4% 13.1% Other/Unknown 8.8% 9.9% http://www.samhsa.gov/data/2k11/DAWN/2k9DAWNED/HTML/DAWN2k9ED.htm
  • 39. Ethnicity Alcohol Illicit National (2010 Census) White 59.6% 50.1% 63.7% Black 19.2% 26.9% 12.6% Hispanic 12.4% 13.1% 16.3% Other/Unknown 8.8% 9.9% 7.4% http://www.samhsa.gov/data/2k11/DAWN/2k9DAWNED/HTML/DAWN2k9ED.htm
  • 40. UNWDR • United Nations World Drug Report • Pooled data from various countries with various methods • Provides information about drug use, treatment, and drug seizures
  • 42.
  • 44. Summary • Data Sources: – Monitoring the Future (Survey) – National Household Survey on Drug Use & Health (Interview) – Drug Abuse Warning Network (ED) – Patterns: • Year • Age • Ethnicity • Other: College Plans
  • 45. Thought question • Design an empirically based drug education program for high-school students. – What drugs would you target? – What ages? – Would ethnicity or other factors be involved in your design making process? http://learn.genetics.utah.edu/content/addiction/drugs/mouse.html