TY - JOUR
T1 - Measurement invariance of DSM-IV alcohol, marijuana and cocaine dependence between community-sampled and clinically overselected studies
AU - Derringer, Jaime
AU - Krueger, Robert F.
AU - Dick, Danielle M.
AU - Agrawal, Arpana
AU - Bucholz, Kathleen K.
AU - Foroud, Tatiana
AU - Grucza, Richard A.
AU - Hesselbrock, Michie N.
AU - Hesselbrock, Victor
AU - Kramer, John
AU - Nurnberger, John I.
AU - Schuckit, Marc
AU - Bierut, Laura J.
AU - Iacono, William G.
AU - Mcgue, Matt
PY - 2013/10
Y1 - 2013/10
N2 - Aims: To examine whether DSM-IV symptoms of substance dependence are psychometrically equivalent between existing community-sampled and clinically overselected studies. Participants: A total of 2476 adult twins born in Minnesota and 4121 unrelated adult participants from a case-control study of alcohol dependence. Measurements: Life-time DSM-IV alcohol, marijuana and cocaine dependence symptoms and ever use of each substance. Design: We fitted a hierarchical model to the data, in which ever use and dependence symptoms for each substance were indicators of alcohol, marijuana or cocaine dependence which were, in turn, indicators of a multi-substance dependence factor. We then tested the model for measurement invariance across participant groups, defined by study source and participant sex. Findings: The hierarchical model fitted well among males and females within each sample [comparative fit index (CFI)>0.96, Tucker-Lewis index (TLI)>0.95 and root mean square error of approximation (RMSEA)<0.04 for all], and a multi-group model demonstrated that model parameters were equivalent across sample- and sex-defined groups (ΔCFI=0.002 between constrained and unconstrained models). Differences between groups in symptom endorsement rates could be expressed solely as mean differences in the multi-substance dependence factor. Conclusions: Life-time substance dependence symptoms fitted a dimensional model well. Although clinically overselected participants endorsed more dependence symptoms, on average, than community-sampled participants, the pattern of symptom endorsement was similar across groups. From a measurement perspective, DSM-IV criteria are equally appropriate for describing substance dependence across different sampling methods.
AB - Aims: To examine whether DSM-IV symptoms of substance dependence are psychometrically equivalent between existing community-sampled and clinically overselected studies. Participants: A total of 2476 adult twins born in Minnesota and 4121 unrelated adult participants from a case-control study of alcohol dependence. Measurements: Life-time DSM-IV alcohol, marijuana and cocaine dependence symptoms and ever use of each substance. Design: We fitted a hierarchical model to the data, in which ever use and dependence symptoms for each substance were indicators of alcohol, marijuana or cocaine dependence which were, in turn, indicators of a multi-substance dependence factor. We then tested the model for measurement invariance across participant groups, defined by study source and participant sex. Findings: The hierarchical model fitted well among males and females within each sample [comparative fit index (CFI)>0.96, Tucker-Lewis index (TLI)>0.95 and root mean square error of approximation (RMSEA)<0.04 for all], and a multi-group model demonstrated that model parameters were equivalent across sample- and sex-defined groups (ΔCFI=0.002 between constrained and unconstrained models). Differences between groups in symptom endorsement rates could be expressed solely as mean differences in the multi-substance dependence factor. Conclusions: Life-time substance dependence symptoms fitted a dimensional model well. Although clinically overselected participants endorsed more dependence symptoms, on average, than community-sampled participants, the pattern of symptom endorsement was similar across groups. From a measurement perspective, DSM-IV criteria are equally appropriate for describing substance dependence across different sampling methods.
KW - Item response theory
KW - Sampling comparison
KW - Sex differences
KW - Substance dependence
UR - https://www.scopus.com/pages/publications/84884205395
U2 - 10.1111/add.12187
DO - 10.1111/add.12187
M3 - Article
C2 - 23651171
AN - SCOPUS:84884205395
SN - 0965-2140
VL - 108
SP - 1767
EP - 1776
JO - Addiction
JF - Addiction
IS - 10
ER -