TY - JOUR
T1 - Opioid dependence latent structure
T2 - Two classes with differing severity?
AU - Shand, Fiona L.
AU - Slade, Tim
AU - Degenhardt, Louisa
AU - Baillie, Andrew
AU - Nelson, Elliot C.
PY - 2011/3
Y1 - 2011/3
N2 - Aims To examine the structure of illicit opioid abuse and dependence within an opioid dependent sample and its relationship to other clinical variables. Design, setting and participants A cross-sectional study of 1511 opioid dependent individuals recruited through opioid pharmacotherapy clinics in the Sydney area, Australia. Measurements A face-to-face structured interview covering substance use and dependence, psychiatric history, child maltreatment, family background, adult violence and criminal history. Dimensional, latent class and factor mixture models were fit to the opioid abuse and dependence data. Classes were then compared on a range of demographic and clinical covariates. Findings A two-class, one-factor model provided the best fit of all the models tested. The two classes differed with respect to endorsement probabilities on a range of abuse and dependence criteria, and also with respect to the odds of other drug dependence diagnoses, antisocial personality disorder and non-fatal opioid overdose. Within-class severity was associated with similar variables: other drug dependence, borderline personality disorder and opioid overdose. Conclusion In an in-treatment, opioid-dependent sample, there appears to be two classes of individuals exhibiting distinct patterns of abuse and dependence criteria endorsement and to differ on externalizing but not internalizing disorders. This study provides preliminary evidence that the proposed DSM-V opioid use disorder distinction between moderate and severely dependent people is valid. Class one participants were not only more severely dependent, but had greater odds for opioid overdoses, other drug dependence and antisocial personality disorder.
AB - Aims To examine the structure of illicit opioid abuse and dependence within an opioid dependent sample and its relationship to other clinical variables. Design, setting and participants A cross-sectional study of 1511 opioid dependent individuals recruited through opioid pharmacotherapy clinics in the Sydney area, Australia. Measurements A face-to-face structured interview covering substance use and dependence, psychiatric history, child maltreatment, family background, adult violence and criminal history. Dimensional, latent class and factor mixture models were fit to the opioid abuse and dependence data. Classes were then compared on a range of demographic and clinical covariates. Findings A two-class, one-factor model provided the best fit of all the models tested. The two classes differed with respect to endorsement probabilities on a range of abuse and dependence criteria, and also with respect to the odds of other drug dependence diagnoses, antisocial personality disorder and non-fatal opioid overdose. Within-class severity was associated with similar variables: other drug dependence, borderline personality disorder and opioid overdose. Conclusion In an in-treatment, opioid-dependent sample, there appears to be two classes of individuals exhibiting distinct patterns of abuse and dependence criteria endorsement and to differ on externalizing but not internalizing disorders. This study provides preliminary evidence that the proposed DSM-V opioid use disorder distinction between moderate and severely dependent people is valid. Class one participants were not only more severely dependent, but had greater odds for opioid overdoses, other drug dependence and antisocial personality disorder.
KW - Factor mixture model
KW - Heroin dependence
KW - Latent class analysis
KW - Latent structure
KW - Opioid dependence
KW - Opioids
UR - http://www.scopus.com/inward/record.url?scp=79551639445&partnerID=8YFLogxK
U2 - 10.1111/j.1360-0443.2010.03217.x
DO - 10.1111/j.1360-0443.2010.03217.x
M3 - Article
C2 - 21134015
AN - SCOPUS:79551639445
SN - 0965-2140
VL - 106
SP - 590
EP - 598
JO - Addiction
JF - Addiction
IS - 3
ER -