Elsevier

Addictive Behaviors

Volume 36, Issues 1–2, January–February 2011, Pages 27-36
Addictive Behaviors

Sex differences amongst dependent heroin users: Histories, clinical characteristics and predictors of other substance dependence

https://doi.org/10.1016/j.addbeh.2010.08.008Get rights and content

Abstract

Introduction and aims

To examine differences in the characteristics and histories of male and female dependent heroin users, and in the clinical characteristics associated with multiple substance dependence diagnoses.

Design and methods

1513 heroin dependent participants underwent an interview covering substance use and dependence, psychiatric history, child maltreatment, family background, adult violence and criminal history. Family background, demographic and clinical characteristics were analysed by sex. Ordinal regression was used to test for a relationship between number of substance dependence diagnoses and other clinical variables.

Results

Women were more likely to experience most forms of child maltreatment, to first use heroin with a boyfriend or partner, to experience ongoing adult violence at the hands of a partner, and to have a poorer psychiatric history than men. Males had more prevalent lifetime substance dependence diagnoses and criminal histories and were more likely to meet the criteria for ASPD. Predictors of multiple substance dependence diagnoses for both sexes were mental health variables, antisocial behaviour, childhood sexual abuse, victim of adult violence, younger age at first cannabis use and overdose. As the number of dependence diagnoses increased, clinical and behavioural problems increased. Childhood emotional neglect was related to increasing dependence diagnoses for females but not males, whereas PTSD was a significant predictor for males but not females.

Discussion and conclusions

Mental health problems, other substance dependence, childhood and adult trauma were common in this sample, with sex differences indicating different treatment needs and possible different pathways to heroin dependence for men and women.

Research Highlights

► There were key differences between male and female dependent heroin users. ► Women were more likely to have experienced child and adult trauma. ► Women had higher rates of most psychiatric diagnoses. ► Men had higher rates of most substance dependence diagnoses. ► More substance dependence diagnoses were associated with more psychiatric diagnoses.

Introduction

Studies of heroin dependent persons have described a chronic disorder strongly associated with polydrug use, poor mental and physical health, an increased risk for mortality, and poor legal, social and economic outcomes (Bargarli et al., 2006, Burns et al., 2009, Craddock et al., 1997, Degenhardt et al., 2009, Fischer, Firestone Cruz and Rehm, 2006, Fischer, Manzoni and Rehm, 2006, Gossop et al., 1998, Hubbard et al., 2003). Although it is a low prevalence disorder, the severity of problems associated with it makes it an important public health issue to understand. Further, within the heroin dependent population, important clinical differences may manifest for different subpopulations including males and females.

There is some evidence of different characteristics for male and female dependent heroin users. Those studies that have reported sex differences found that females were younger (Chen et al., 1998, Chiang et al., 2007, Williamson et al., 2007) and had more suicide attempts and fewer completed suicides (Darke and Ross, 2002, Darke et al., 2004, Darke et al., 2005); different injecting behaviours (Hoda, Kerr, Li, Montaner, & Wood, 2008); less education and employment (Chen et al., 1998, Chiang et al., 2007); a younger onset of heroin use (Chen et al., 1998); more dysfunctional families and exposure to more unfavourable social factors (Chatham et al., 1999, Chiang et al., 2007); greater health service utilization (Darke et al., 2003, Fletcher et al., 2003); higher standardised mortality ratios (Rehm et al., 2005); more psychological problems (Chatham et al., 1999, Mills et al., 2004); and were more likely to sustain abstinence after treatment (Darke, Ross, Mills, et al., 2007) than men. The evidence regarding sex differences in polysubstance use and dependence amongst heroin users is mixed, with one study finding no differences in the number of current or lifetime diagnoses (Darke & Ross, 1997), another found higher levels of polydrug use amongst male heroin users (Darke & Hall, 1995) and another finding no sex differences in class memberships based on polysubstance use (Monga et al., 2007).

Although general population studies consistently find that males have higher rates of substance use and dependence than females (Kessler et al., 2005, Kessler et al., 1994, Stinson et al., 2005, Teesson et al., 2000, Warner et al., 1995), these sex differences may be less marked amongst a sample distinguished by high levels of antisocial or externalising problems. There is evidence of a heritable liability for antisocial behaviour, and the polygenic multiple threshold model suggests that females may need a greater liability to express antisocial behaviour (Rhee, Waldman, Rhee, & Waldman, 2002). Therefore the women in the current sample may carry a higher genetic and/or environmental liability for antisocial behaviour (ASB) than the males. Greater environmental liability for females has already been noted in the form of more dysfunctional families and exposure to more unfavourable social factors (Chatham et al., 1999, Chiang et al., 2007). Alternatively, there may be sex differences in gene–environment interactions or gene–environment correlation (Rutter et al., 2006).

Consistent with the existence of a general heritable liability to ASB, having one externalising disorder increases the risk of having other externalising disorders (Krueger, Markon, Patrick, & Iacono, 2005). Use of several drug classes amongst dependent heroin users is common, and is associated with poorer mental health (Darke & Ross, 1997), increased fatal and non-fatal overdose (Darke et al., 1996, Zador et al., 1996) risky injecting behaviour (Klee, Faugier, Hayes, Boulton, & Morris, 1990) and poorer treatment outcomes (Marsden et al., 2009). Amongst drug users in treatment, polydrug use is associated with adverse family histories, self-harm, aggression, psychoticism and impulsivity (Martinotti et al., 2009). ‘Polydrug use’ is used in the research literature to describe the use of two or more drugs within a particular timeframe (concurrent, sequential, 30 day, 12-month or lifetime). The term ‘polysubstance dependence’ is defined in the Diagnostic and Statistical Manual of Mental Disorders (DSM-IV) as a substance use disorder where an individual uses at least three different classes of substances repeatedly within a 12-month period, but no single substance predominates (American Psychological Association, 1994). It has also been used to refer to multiple lifetime substance dependence diagnoses (Agrawal, Lynskey, Madden, Bucholz, & Heath, 2006). In this paper, the term ‘multiple substance dependence diagnoses’ will be used to refer to meeting lifetime criteria for two or more substance dependence diagnoses, in order to avoid confusion with the DSM-IV definition of polysubstance dependence.

In sum, evidence suggests that there are at least some clinical and family background differences between male and female dependent heroin users; that polydrug use is problematic amongst this population; and that polysubstance dependent individuals have more adverse family backgrounds and self-harming behaviours than mono-substance dependent individuals. To our knowledge the relationship between sex, multiple substance dependence diagnoses, mental health and family background variables in a heroin dependent sample has not been tested in a comprehensive model. The current study is based on an extensive interview with a large sample of dependent heroin users recruited in Sydney, Australia. It provides a different focus from the previous Australian study of heroin users, the Australian Treatment Outcome Study (ATOS). ATOS was a longitudinal study of heroin users in treatment, with a sample size of 825 (Ross et al., 2005). Its focus was on treatment and its outcomes. The current study explores the characteristics and family backgrounds of dependent heroin users, their other substance dependence, and their mental health problems. In sum, the current study allows us to test the strength of the relationships between several additional variables. Thus, this paper aims to:

  • 1.

    Describe sex differences in the family history, socio-demographic and clinical characteristics of a heroin dependent sample. It is hypothesised that women will have higher rates of all mental disorders but not antisocial personality disorder (ASPD), higher rates of sexual abuse and family dysfunction, lower rates of incarceration, higher rates of suicidal behaviour and lower rates of other substance dependence, than men.

  • 2.

    Identify clinically salient correlates of multiple substance dependence diagnoses for males and females. Separate models will be used for males and females, with number of lifetime substance dependence diagnoses (other than heroin) as the dependent variable in both models. It is expected that higher numbers of substance dependence diagnoses will be associated with poorer outcomes across most mental health and clinical variables, although there may be different associations by sex.

Section snippets

Procedure

This study used data from the Comorbidity and Trauma Study, a retrospective case-control study examining genetic and environmental factors contributing to opioid dependence liability. The study was funded by the National Institute of Drug Abuse, and was run in collaboration with Washington University, the Queensland Institute of Medical Research, and the National Drug and Alcohol Research Centre (NDARC), University of New South Wales. Participants were recruited from methadone clinics in the

Demographics and substance use/dependence

Males constituted 60.3% of the sample (599 females, 914 males). The median age of the sample was 36 years. Females were younger on average than males, more likely to be married, and to be receiving a government benefit than males, however there were no sex differences in unemployment rates or level of education (Table 1).

Sixty three percent of participants were diagnosed with two or more lifetime dependence diagnoses. Six percent met criteria for all five other lifetime dependence diagnoses, as

Discussion

An estimated one quarter of patients participating in opioid replacement therapy in the greater Sydney area participated in this study of heroin dependence. The study has enabled a more complete understanding of the childhood and adult experiences of this population. Participants had experienced high levels of childhood maltreatment, parental substance use, and parental conflict. Unsurprisingly, mental health problems, early substance use, criminal activity, and multiple dependence diagnoses

Implications

Several clinical and public health implications arise from these findings. Most simply, those with greater substance use and dependence are more at risk for mental health disorders, personality disorders, suicide and overdose. However even those with no other dependence diagnoses had relatively high rates of these problems. Although a lack of other substance dependence does not preclude these problems, there may be a rationale for more intensive interventions for those with a greater number of

Limitations

The participants in this study may not be representative of dependent heroin users who have never sought treatment, as most of our participants are at the severe end of the heroin dependence spectrum. However, non-treatment samples in Australia have been found to have similar characteristics to treatment samples (Ross et al., 2005). A further limitation is that the participants were predominantly heroin dependent, not opioid analgesic dependent. Differences between these two groups may mean

Conclusions

Dependent heroin users are not a homogeneous group, with some having no other lifetime substance dependence diagnoses whilst others had five other dependence diagnoses. These differences in substance use were reflected in other problems, which increased as the number of other substance dependence diagnoses increases. In addition, clinically important differences between males and females emerged with regard to childhood and adult trauma, antisocial behaviours, mental health disorders,

Role of Funding Sources

The project was funded by the National Institute of Drug Abuse, National Institutes of Health. The funding body had no role in the decision to prepare and submit this manuscript.

Contributors

Fiona Shand was the project coordinator and developed the idea for the manuscript, conducted the statistical analysis and took the lead in writing the manuscript.

Louisa Degenhardt was an investigator and project manager and contributed to the writing of the manuscript.

Tim Slade was involved in planning the statistical analysis, providing advice on the statistical analysis and providing substantial comments on the manuscript.

Elliot Nelson was the chief investigator on the project, took the lead

Conflict of Interest

Louisa Degenhardt received an untied educational grant from Reckitt Benckiser to examine the extent of misuse, diversion and injection of buprenorphine-naloxone in Australia, 2006–2008. The design, conduct, interpretation and reporting of the post-marketing surveillance studies’ findings were determined by the study investigators; the funder had no role in these. The funder also had no role in or knowledge of the conception and writing of this particular manuscript. We declare that we have no

Acknowledgements

The authors thank the treatment agencies and the research participants for their support for this study. We also thank Elizabeth Conroy, Elizabeth Maloney, Michelle Torok, Caitlin McCue and Cherie Kam for assistance with data collection. Finally, thank you to Richard Mattick of NDARC and the collaborating research centres.

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