dat {twangContinuous}

A synthetic data set that was derived from a large scale observational study on youth in substance use treatment.

Description

A subset of measures from the Global Appraisal of Individual Needs biopsychosocial assessment instrument (GAIN) (Dennis, Titus et al. 2003) from sites that administered two different types of substance use disorder treatments (treatment “A” and treatment “B”). The Center for Substance Abuse Treatment (CSAT) funded the sites that administered these two SUD treatments. This dataset consists of 4,000 adolescents, 2,000 in each treatment group. The dataset includes substance use and mental health variables.

Usage

data("dat")

Format

A data frame with 4000 observations on the following 29 variables.

treat

a factor with levels A B

tss_0

a numeric vector

tss_3

a numeric vector

tss_6

a numeric vector

sfs8p_0

a numeric vector

sfs8p_3

a numeric vector

sfs8p_6

a numeric vector

eps7p_0

a numeric vector

eps7p_3

a numeric vector

eps7p_6

a numeric vector

ias5p_0

a numeric vector

dss9_0

a numeric vector

mhtrt_0

a numeric vector

sati_0

a numeric vector

sp_sm_0

a numeric vector

sp_sm_3

a numeric vector

sp_sm_6

a numeric vector

gvs

a numeric vector

ers21_0

a numeric vector

nproc

a numeric vector

ada_0

a numeric vector

ada_3

a numeric vector

ada_6

a numeric vector

recov_0

a numeric vector

recov_3

a numeric vector

recov_6

a numeric vector

subsgrps_n

a numeric vector

sncnt

a numeric vector

engage

a numeric vector

Details

tss_0

Traumatic Stress Scale - Baseline

tss_3

Traumatic Stress Scale - 3 months

tss_6

Traumatic Stress Scale - 6 months

sfs8p_0

Substance Frequency Scale - Baseline

sfs8p_3

Substance Frequency Scale - 3 months

sfs8p_6

Substance Frequency Scale - 6 months

eps7p_0

Emotional Problems Scale - Baseline

eps7p_3

Emotional Problems Scale - 3 months

eps7p_6

Emotional Problems Scale - 6 months

ias5p_0

Illegal Activities Scale - baseline

dss9_0

depressive symptom scale - baseline

mhtrt_0

mental health treatment in the past 90 days - baseline

sati_0

substance abuse treatment index - baseline

sp_sm_0

substance problem scale (past month) - baseline

sp_sm_3

substance problem scale (past month) - 3 months

sp_sm_6

substance problem scale (past month) - 6 months

gvs

General Victimization Scale

ers21_0

Environmental Risk Scale - baseline

ada_0

adjusted days abstinent (any in past 90) - baseline

ada_3

adjusted days abstinent (any in past 90) - 3 months

ada_6

adjusted days abstinent (any in past 90) - 6 months

recov_0

in recovery - baseline

recov_3

in recovery - 3 months

recov_6

in recovery - 6 months

subsgrps_n

primarily opioid using youth vs alcohol/marijuana using youth vs other

Source

Diamond, G., Godley, S. H., Liddle, H. A., Sampl, S., Webb, C., Tims, F. M., & Meyers, R. (2002). Five outpatient treatment models for adolescent marijuana use: a description of the Cannabis Youth Treatment Interventions. Addiction, 97, 70-83.

References

Diamond, G., Godley, S. H., Liddle, H. A., Sampl, S., Webb, C., Tims, F. M., & Meyers, R. (2002). Five outpatient treatment models for adolescent marijuana use: a description of the Cannabis Youth Treatment Interventions. Addiction, 97, 70-83.

Examples

data(dat)
## maybe str(dat) ; plot(dat) ...