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Critical Aspects of Vermont ATOD Data. John S. Searles, Ph.D. Substance Abuse Research and Policy Analyst. State Epidemiological Workgroup (SEW): Data-Driven Prevention. Kelly Hale LaMonda, Chair. The Mathematical Basis of Data Analysis.
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Critical Aspects of Vermont ATOD Data John S. Searles, Ph.D. Substance Abuse Research and Policy Analyst
State Epidemiological Workgroup (SEW):Data-Driven Prevention Kelly Hale LaMonda, Chair
The Mathematical Basis of Data Analysis x = {q + [q2 + (r-p2)3]1/2}1/3 + {q - [q2 + (r-p2)3]1/2}1/3 + p where p = -b/(3a), q = p3 + (bc-3ad)/(6a2), r = c/(3a) And
The Mathematical Basis of Data Analysis - Explained • "Reports that say that something hasn't happened are always interesting to me, because as we know, there are known knowns; there are things we know we know. We also know there are known unknowns; that is to say we know there are some things we do not know. But there are also unknown unknowns -- the ones we don't know we don’t know.” • Donald Rumsfeld, Feburary 12, 2002
State Epidemiological Data Systems (SEDS) • Key constructs (e.g., mortality) and indicators (e.g., motor vehicle crash deaths) related to substance use and consequences by type (alcohol, tobacco, illicit drugs) • Contains data available from national sources only (at lowest level available) (e.g., YRBSS, FARS, UCR, NVSS, NSDUH) • Downloadable zip files of State data
Using Epidemiological DataSome Problems • State Epidemiological Data Systems (SEDS) [From CSAP] • Not up-to-date • Not complete • Sometimes not relevant to Vermont
Using Epidemiological DataOther State Sources • Distribution of population (geographic, age) • Local crime data (DUI by County) • Treatment data • Hospital discharge data • OMG Factor • ICD-9/10 Codes • No standard or uniform coding procedures • $ not #
“Drill Down” Data Sources • BRFSS • Data Limitations for 18-24 year olds • YRBS • County • SU • School • Limited to students in school
Gaps • 18-24 year olds • Students • Non Students • BRFSS does not sample cell phone users • 10% of all households are now wireless • Prescription Drug Abuse • Data Lags • Looking at “Rapid Response” options
Illicit Drug Use 2002-2004National Survey on Drug Use and Health
Illicit Drug Use 2002-2004National Survey on Drug Use and Health
Indicator of Increasing Problems with Potential Drugs of Abuse • FACT: From 2001 to 2005, DEA drug arrests in Vermont went from 15 to 56 • INTERPRETATION: There is an increasing problem with prescription drugs in Vermont
History of VDH Obscure Milwaukee Brewers Torturing the Data Evidence-Based Prevention Programs Intervening Variables $200 $200 $200 $200 $200 $400 $400 $400 $400 $400 $600 $600 $600 $600 $600 $800 $800 $800 $800 $800 $1000 $1000 $1000 $1000 $1000
Assessing Burden and Determining Substance-Related Problems The most influential criteria used by the SEW to identify statewide priorities were: • Vermont’s ranking relative to other states • Relative prevalence within Vermont • Trends