Substance use disorder symptoms: evidence of differential item functioning by age.
This study examined the applicability of substance abuse diagnostic criteria for adolescents, young adults, and adults using the Global Appraisal of Individual Need's Substance Problems Scale (SPS) from 7,408 clients. Rasch analysis was used to: 1) evaluate whether the SPS operationalized a single reliable dimension, and 2) examine the extent to which the severity of each symptom and the overall test functioned the same or differently by age. Rasch analysis indicated that the SPS was unidimensional with a person reliability of .84. Eight symptoms were significantly different between adolescents and adults. Young adult calibrations tended to fall between adolescents and adults. Differential test functioning was clinically negligible for adolescents but resulted in about 7% more adults being classified as high need. These findings have theoretical implications for screening and treatment of adolescents vs. adults. SPS can be used across age groups though age-specific calibrations enable greater precision of measurement.
Conrad
Kendon J
KJ
School of Public Health, University of Illinois at Chicago, Chicago, IL 60612, USA. kjconrad@uic.edu
Dennis
Michael L
ML
Bezruczko
Nikolaus
N
Funk
Rodney R
RR
Riley
Barth B
BB
D000293:Adolescent; D000328:Adult; D000368:Aged; D002648:Child; D005260:Female; D006801:Humans; D008297:Male; D008875:Middle Aged; D012720:Severity of Illness Index; D019966:Substance-Related Disorders / Q000503:physiopathology*; D014481:United States