Gender differences in the prevalence of stimulant misuse in the United States: 2015-2019.

BACKGROUND AND OBJECTIVES: The gender gap in prevalence of substance-use disorders has narrowed. However, gender differences in stimulant misuse have not been well-characterized in recent years. The aim of this study was to quantify gender differences in past-year stimulant misuse and stimulant-use disorder, separated by stimulant type (cocaine/crack, prescription stimulants, and methamphetamine). In an exploratory aim, we investigated whether gender differences were moderated by age or sexual orientation. METHODS: We combined data from the National Survey on Drug Use and Health from 2015 to 2019 (unweighted N = 282,768) to test gender differences in the prevalence of past-year stimulant misuse. RESULTS: Results indicated that stimulant misuse was significantly more prevalent in men than women for all stimulant types for both past-year use and past-year use disorder. The magnitude of this sex difference was smallest for prescription stimulants, where men had 1.37 times higher odds of past-year misuse and no gender difference was observed in the prevalence of prescription stimulant-use disorder. The magnitude of gender differences also varied based on both age and sexual orientation. CONCLUSIONS AND SCIENTIFIC SIGNIFICANCE: Illicit stimulant misuse continues to be more common in men than in women; however, gender differences are more modest for prescription stimulant misuse, suggesting a narrowing of this historical gender difference.

Spirituality/Religion Among First Responders With and Without Posttraumatic Stress Disorder and Alcohol Misuse.

Objective: To examine the co-occurrence of alcohol misuse and posttraumatic stress disorder (PTSD) and potential sources of coping (e.g., spirituality/religion) and clinically relevant variables among first responders (e.g., firefighters, law enforcement corrections officers, paramedics). Method: We assessed rates of independent and co-occurring alcohol misuse and PTSD among a national online sample of 320 first responders as well as the prevalence and salience of S/R, guilt, shame, moral injury, aspects of S/R, and treatment interest. Results: In our sample, 46.88% (n = 150) met criteria for comorbid alcohol misuse and probable PTSD and individuals with these comorbid conditions reported significantly greater negative religious coping, moral injury, and shame than all other diagnostic groups (i.e., independent alcohol misuse, independent PTSD, and neither). Correlations also revealed significant relationships between alcohol misuse and PTSD symptomatology with positive and negative religious coping, moral injury, shame, guilt, interest in treatment, and interest in spiritually integrated treatment. Conclusions: Findings highlight the high rates of independent and co-occurring alcohol misuse and PTSD among first responders as well as the salience of S/R in this population.

Assessment of the Short Grit Scale in patients with substance use disorder: Psychometric properties and patient characteristics.

Background: Recovery from substance use disorder requires sustained effort and perseverance. Hence, the resilience factor of grit may be important for people in recovery. Little research has been conducted on grit in patients with substance use disorder (SUD), especially in a large and varied sample.Objectives: To analyze the psychometric properties of the Short Grit Scale (Grit-S) in patients with SUD and to use demographic and clinical characteristics to predict variance in Grit-S scores.Methods: Participants completed the Grit-S and other self-report measures. Psychometric properties of the Grit-S were assessed in outpatients (N = 94, 77.7% male) and a hierarchical regression predicted Grit-S variance in inpatients (N = 1238, 65.0% male).Results: The Grit-S demonstrated good internal consistency (α=.75) and strong test-retest reliability (adjusted r = .79, p < .001). Mean Grit-S score was 3.15, lower than other clinical samples reported in the literature. Regression modeling indicated a moderate, statistically significant association between demographic and clinical characteristics and Grit-S scores (R2 = 15.5%, p < .001). Of particular interest, the positive factor of recovery protection showed the strongest association with Grit-S of all variables assessed (ß=.185 vs. ß = .052-.175 for the remaining significant independent variables).Conclusion: The psychometric properties of the Grit-S in patients with SUD support its use in this population. Moreover, the particularly low grit scores among inpatients with SUDs and the association of grit scores with substance use risk and recovery factors suggest that grit could be useful as a treatment target in this population.

Correlates of optimism among patients in substance use disorder inpatient treatment.

BACKGROUND AND OBJECTIVES: Early recovery from substance use disorder (SUD) is often characterized by hopelessness and despair about the future. Optimism, or the expectation that good things will happen, may provide a buffer against despair, and motivate adaptive goal engagement and coping. Study objectives were to (1) compare levels of optimism among individuals in substance use disorder inpatient treatment to other populations and (2) examine correlates of optimism. METHODS: This exploratory study utilized a cross-sectional survey design. Participants (n = 355) completed self-report measures assessing sociodemographic and clinical characteristics. The main variable of interest, optimism, was assessed by Life Orientation Test-Revised scores. Multivariate regression was used to examine the association among sociodemographic and clinical variables and optimism. RESULTS: Our sample (n = 342) scored lower on optimism (mean = 11.7) than general population and SUD patients reported in the literature (range = 13.0-18.5). Optimism was higher for SUD inpatients who were college-educated and those with higher scores on the recovery protection factor, while greater anxiety severity was associated with lower optimism scores. CONCLUSIONS AND SCIENTIFIC SIGNIFICANCE: This study contributes to emerging research on the association between optimism and SUDs. Optimism has not been previously studied among patients in acute, short-term inpatient SUD treatment and doing so may be clinically useful in addressing low optimism as an obstacle to motivation for treatment. Bolstering optimism may be a promising target for intervention and future research.

Are Pain and Negative Affect Coping Distinct Motives for Opioid Misuse?

Background: Coping with pain is a commonly reported motive for opioid misuse. Opioids also provide relief of stress and negative affect and thus are often misused to cope with these emotional states. Although several studies have investigated coping motives in people who misuse opioids, it remains unclear whether pain coping and negative affect coping are distinct or overlapping motives for misuse. Objectives: In this study, we examined opioid use motives (enhancement, social, negative affect coping, and pain coping) in a sample of 52 adults seeking treatment for opioid use disorder. We used an adaptation of the Drug Use Motives Questionnaire that included an additional 5 items to assess pain coping motives for use. Results: Results indicated that pain coping was not significantly associated with other motives for use, including negative affect coping. Pain coping motives were strongly correlated with both pain severity (r = .51) and pain interference (r = .39), but not anxiety severity. Conversely, negative affect coping motives were strongly correlated with anxiety severity (r = .45), but not pain severity or interference. Conclusions: These results suggest that pain coping motives may be distinct from negative affect coping motives and should be assessed separately.

Patients' perceptions of telehealth services for outpatient treatment of substance use disorders during the COVID-19 pandemic.

BACKGROUND AND OBJECTIVES: The rapid scale-up of telehealth services for substance use disorders (SUDs) during the COVID-19 pandemic presented a unique opportunity to investigate patient experiences with telehealth. This study examined patient perceptions of telehealth in an outpatient SUD treatment program offering individual therapy, group therapy, and medication management. METHODS: Two hundred and seventy adults receiving SUD outpatient treatment were eligible to complete a 23-item online survey distributed by clinicians; 58 patients completed/partially completed the survey. Data were summarized with descriptive statistics. RESULTS: Participants were predominately male, White, and well-educated. The majority (86.2%) were "very satisfied" or "satisfied" with the quality of telehealth care. "Very satisfied" ratings were highest for individual therapy (90%), followed by medication management (75%) and group therapy (58%). Top reasons for liking telehealth included the ability to do it from home (90%) and not needing to spend time commuting (83%). Top reasons for disliking telehealth were not connecting as well with other members in group therapy (28%) and the ability for telehealth to be interrupted at home or work (26%). DISCUSSION AND CONCLUSIONS: Telehealth visits were a satisfactory treatment modality for most respondents receiving outpatient SUD care, especially those engaging in individual therapy. Challenges remain for telehealth group therapy. SCIENTIFIC SIGNIFICANCE: This is the first study examining patients' perceptions of telehealth for outpatient SUD treatment during the COVID-19 pandemic by treatment service type. Importantly, while many participants found telehealth more accessible than in-person treatment, there was variability with respect to the preferred mode of treatment delivery.

Associations between Childhood Abuse and Chronic Pain in Adults with Substance Use Disorders.

BACKGROUND: Both childhood abuse and chronic pain are common in people with substance use disorders (SUDs). Studies have found that exposure to childhood abuse is associated with chronic pain in adulthood; however, few studies have examined this association in people with SUDs. Objectives: This study aimed to characterize the association between childhood abuse and chronic pain presence and severity in adults with SUDs. Methods: Data were obtained from 672 treatment-seeking participants with SUDs on an inpatient detoxification unit. Regression models evaluated whether childhood physical or sexual abuse was associated with the likelihood of chronic pain and severity of several pain-related characteristics: pain catastrophizing, pain severity, and pain interference. Results: Childhood physical and sexual abuse were significantly associated with a greater likelihood of chronic pain in adulthood. In the adjusted analyses, childhood physical abuse was associated with worse pain severity, whereas childhood sexual abuse was associated with greater pain catastrophizing and worse pain interference. Conclusions: Childhood physical and sexual abuse were associated with a greater likelihood of chronic pain in adults with SUDs. Among those with chronic pain, exposure to childhood abuse was associated with a more severe symptom profile, characterized by greater pain severity, more catastrophic interpretations of pain, and more pain-related interference with daily life. People with SUDs and a history of childhood abuse may benefit from screening for pain and interventions to reduce pain catastrophizing. These findings highlight the importance of longitudinal research to understand mechanisms linking childhood abuse exposure to later pain and substance misuse.

Pain catastrophizing and distress intolerance: prediction of pain and emotional stress reactivity.

Exposure to stress is associated with poor outcomes in people with chronic pain. Dispositional variables, such as pain catastrophizing and distress intolerance, may impact reactivity to stressors. Importantly, these variables can be modified with treatment. The aim of this study was to investigate whether pain catastrophizing and distress intolerance were associated with tolerance of a pain stressor or a psychosocial stressor, and heightened negative affect following these stressors. A sample of 50 adults with chronic pain completed self-report measures and pain and psychosocial stress inductions. Results indicated that pain catastrophizing was associated with heightened anxiety during pain induction. Distress intolerance was associated with negative affect following a psychosocial stressor, and with poorer tolerance of the psychosocial stressor. Pain catastrophizing and distress intolerance are related factors, however, they exhibit distinct associations with amplification of pain and psychosocial stress reactivity. These variables may be important treatment targets in people with chronic pain.

The opioid crisis: need for systems science research.

The opioid epidemic in the United States has had a devastating impact on millions of people as well as on their families and communities. The increased prevalence of opioid misuse, use disorder and overdose in recent years has highlighted the need for improved public health approaches for reducing the tremendous harms of this illness. In this paper, we explain and call for the need for more systems science approaches, which can uncover the complexities of the opioid crisis, and help evaluate, analyse and forecast the effectiveness of ongoing and new policy interventions. Similar to how a stream of systems science research helped policy development in infectious diseases and obesity, more systems science research is needed in opioids.

The opioid crisis: a contextual, social-ecological framework.

The prevalence of opioid use and misuse has provoked a staggering number of deaths over the past two and a half decades. Much attention has focused on individual risks according to various characteristics and experiences. However, broader social and contextual domains are also essential contributors to the opioid crisis such as interpersonal relationships and the conditions of the community and society that people live in. Despite efforts to tackle the issue, the rates of opioid misuse and non-fatal and fatal overdose remain high. Many call for a broad public health approach, but articulation of what such a strategy could entail has not been fully realised. In order to improve the awareness surrounding opioid misuse, we developed a social-ecological framework that helps conceptualise the multivariable risk factors of opioid misuse and facilitates reviewing them in individual, interpersonal, communal and societal levels. Our framework illustrates the multi-layer complexity of the opioid crisis that more completely captures the crisis as a multidimensional issue requiring a broader and integrated approach to prevention and treatment.

Pain interference and catastrophizing are not associated with polysubstance use among treatment-seeking patients with substance use disorders and chronic pain.

Background: People with substance use disorders (SUD) and co-occurring chronic pain report the use of myriad substances, which is concerning due to the heightened risk of overdose associated with polysubstance use. Identifying malleable factors associated with polysubstance use in this population can inform interventions. In this study, we examined whether two pain processes - pain interference and pain catastrophizing - were associated with polysubstance use. Objectives: We examined the cross-sectional associations among self-reported pain interference and catastrophizing and polysubstance use. We also determined if sex and primary SUD moderated these associations. Methods: Participants were 236 (36% female) adults receiving inpatient treatment for SUD (58% alcohol use disorder, 42% opioid use disorder) who met criteria for chronic pain. We utilized negative binomial regression to examine associations between pain interference and catastrophizing (focal independent variables) and the number of substances used in the month before treatment (i.e., polysubstance use; outcome). Results: Participants used three substances, on average, in the month prior to treatment. Neither pain interference (IRR = 1.05, p = .06) nor pain catastrophizing (IRR = 1.00, p = .37) were associated with polysubstance use. The association between pain interference and polysubstance use was moderated by sex and primary SUD (ps<0.01), such that these variables were positively related in men and those with alcohol use disorder. Conclusion: Pain interference and catastrophizing were not uniformly associated with polysubstance use, underscoring the need to examine other factors associated with polysubstance use in this population. However, men and those with alcohol use disorder might benefit from interventions targeting pain interference to reduce polysubstance use.

Patterns of Polysubstance Use among Adults with Tranquilizer Misuse.

Background: The misuse of benzodiazepine tranquilizers is prevalent and is associated with increased risk of overdose when combined with other substances. Yet, little is known about other substance use among those who misuse tranquilizers. Objectives: This study characterized subgroups of individuals with tranquilizer misuse, based on patterns of polysubstance use. Methods: Data were extracted from the 2015-2017 National Survey on Drug Use and Health; adults with past-month tranquilizer misuse were included (N = 1253). We utilized latent class analysis to identify patterns of polysubstance use in the previous month. Results: We identified three distinct latent classes, including the: (1) limited polysubstance use class (approximately 54.6% of the sample), (2) binge alcohol and cannabis use class (28.5% of the sample), and (3) opioid use class (16.9% of the sample). The binge alcohol and cannabis use class and the opioid use class were characterized by high probabilities of other substance misuse, including cocaine and prescription stimulants. Those in the binge alcohol and cannabis use class and the opioid use class reported more motives for tranquilizer misuse and higher rates of sexually transmitted infection, criminal involvement, and suicidal ideation. Those in the opioid use class also had greater psychological distress and higher rates of injection drug use. Conclusions: Nearly half of those with tranquilizer misuse in a general population sample were categorized into one of two high polysubstance use classes, and these two classes were associated with poorer functioning. Findings from these analyses underscore the need to reduce polysubstance use among those who misuse tranquilizers.

Clinical Correlates of Smoking Status in Men and Women with Opioid Use Disorder.

Background: Smoking is highly prevalent in people with opioid use disorder (OUD) and is a significant contributor to morbidity and mortality in this population. However, little is known about the differences between those with OUD who do and do not smoke cigarettes. Objectives: Our aim was to investigate differences between treatment-seeking adults with OUD who did and did not smoke. Methods: Participants (N = 568; 30% female) completed a battery of self-report questionnaires including measures of current smoking status and number of cigarettes smoked per day as well as measures of clinical characteristics (e.g. craving, anxiety). Results: Of the total sample, 77% were current smokers. Multivariable logistic regression identified heroin use (OR = 2.20, 95% CI = 1.38, 3.53) and younger age (OR = 0.97, 95% CI = 0.95, 0.997) as strong correlates of smoking status; other characteristics were not significant. Older age and opioid craving were associated with more cigarettes smoked per day. Notably, these patterns differed for males and females; opioid craving (B = 0.62, SEB = 0.24) was associated with the number of cigarettes smoked among men, and anxiety (B = 0.39, SEB = 0.19) was associated with the number of cigarettes smoked among women. Conclusion: Adults with OUD who used heroin in the past month were more likely to be current smokers. No sex differences were observed in likelihood of smoking; however, the predictors of smoking status and severity differed between men and women.

Associations between pain catastrophizing and clinical characteristics in adults with substance use disorders and co-occurring chronic pain.

Background: Pain catastrophizing refers to the tendency to interpret pain as harmful, intolerable, or uncontrollable. Greater pain catastrophizing is associated with more pain-related negative phenomena, such as pain reactivity, pain disability, and emotional distress related to pain. Several studies of patients seeking chronic pain treatment have identified an association between pain catastrophizing and misuse of opioids and alcohol; however, it is unknown whether this association would be similarly present in patients with chronic pain seeking substance use disorder treatment. Objectives: The current study examined whether pain catastrophizing is associated with worse pain-related outcomes and psychological functioning in individuals receiving inpatient substance use disorder treatment who endorsed current chronic pain. Methods: In a series of regression models, we tested the associations between pain catastrophizing and functioning, specifically pain interference, craving, anxiety, and days of mood difficulties in a cross-sectional sample of patients seeking substance use disorder treatment with co-occurring chronic pain (N = 244, 67.6% female). Results: Greater pain catastrophizing was associated with more pain interference, higher levels of craving, more anxiety symptoms and more days of mood difficulties, adjusted for demographic characteristics and pain severity. Conclusion: In patients with comorbid substance use disorder and chronic pain, pain catastrophizing may offer a potential therapeutic target to improve substance use treatment outcomes.

Anxiety sensitivity and opioid misuse among opioid-using adults with chronic pain.

Background: The opioid epidemic is a significant public health crisis, and this problem is particularly prevalent among individuals with chronic pain. Accordingly, there is an urgent need for interventions to mitigate the risk for opioid misuse and opioid use disorder among people with pain. Given that mental health problems, specifically anxiety, are common among people who misuse opioids, it is important to examine factors that link mental health problems with opioid misuse to ultimately inform the development of novel interventions. Anxiety sensitivity, a transdiagnostic vulnerability factor defined as the fear of anxiety-related physical sensations, may be one important mechanism in elevated opioid misuse among persons with chronic pain. Objective: Therefore, the current cross-sectional study examined anxiety sensitivity (and construct sub-facets) as a predictor of opioid misuse among adults with chronic pain. Method: Adults reporting chronic pain and prescription opioid use completed an online survey. Results: Anxiety sensitivity was associated with multiple aspects of opioid misuse, including current opioid misuse, severity of opioid dependence, and number of opioids used to get high. The magnitude of effects ranged from medium to large. Associations between anxiety sensitivity and opioid misuse were observed over and above the variance accounted for by age, sex, income, education, perceived health, and pain severity. Conclusion: These findings suggest that anxiety sensitivity may be an important treatment target among adults with chronic pain who misuse opioids. Future research should continue to explore the explanatory relevance of anxiety sensitivity in opioid misuse among individuals with chronic pain.

Alcohol use disorder and motives for prescription opioid misuse: A latent class analysis.

Introduction: Among those who misuse prescription opioids, alcohol use disorder (AUD) is associated with progression to opioid use disorder, risk of overdose, and poor treatment outcomes. However, little is known about co-occurring AUD and prescription opioid misuse. Motives, or reasons, for substance use are important factors in substance use initiation and maintenance; characterizing common motives can help inform treatment targets. The aims of the present study were to (1) identify patterns of motives for prescription opioid misuse, and (2) examine the association between AUD and motives. Methods: Data were extracted from the 2015 National Survey on Drug Use and Health. Analyses included adult respondents with past-year prescription opioid misuse (N = 2,627), of which 24.2% had a co-occurring AUD. Latent class analysis was utilized to identify patterns of motives for prescription opioid misuse. AUD was included as a predictor of class membership. Results: We identified three classes: (1) pain relief (56.1% of the sample), (2) recreational (e.g., to get high; 29.3%), and (3) mixed motives (e.g., coping, pain relief, recreational; 14.6%). AUD was associated with greater odds of membership in the recreational (OR = 2.05, 95% CI = 1.36, 3.10, p = .001) and mixed motives (OR = 2.11, 95% CI = 1.21, 3.67, p = .008) classes, as compared to the pain relief class. Results: Pain relief was the most commonly endorsed motive for opioid misuse among those with and without AUD. These results underscore the need to improve pain management among those who misuse prescription opioids. Those with co-occurring AUD might also benefit from interventions targeting negative affect and/or positive outcome expectancies.

Nonmedical benzodiazepine use in adults with alcohol use disorder: The role of anxiety sensitivity and polysubstance use.

BACKGROUND AND OBJECTIVES: The nonmedical use of benzodiazepines-defined as use without a prescription or at a dose or frequency higher than prescribed-is increasing among adults in substance use disorder treatment and is associated with risk for overdose. The aim of the current study was to characterize the prevalence of nonmedical benzodiazepine use among adults seeking treatment for alcohol use disorder and to examine whether nonmedical benzodiazepine use was associated with: (1) polysubstance use and (2) greater anxiety sensitivity. METHODS: A sample of 461 treatment-seeking adults with alcohol use disorder who were recruited for a cross-sectional study were included in this analysis. RESULTS: A total of 89 participants (19%) reported nonmedical benzodiazepine use in the previous 30 days. Results of a logistic regression indicated that polysubstance use (number of substances used in the past month) was associated with nonmedical benzodiazepine use. The association between anxiety sensitivity and nonmedical benzodiazepine misuse was moderated by gender; anxiety sensitivity was associated with benzodiazepine use among women, but not men. DISCUSSION AND CONCLUSIONS: These results replicate findings from research on opioid use disorder suggesting that anxiety sensitivity is associated with nonmedical benzodiazepine use in women and not men. SCIENTIFIC SIGNIFICANCE: Targeted intervention to those with polysubstance use-including education on overdose risk when benzodiazepines are combined with other substances-is indicated in men and women with alcohol use disorder. Anxiety sensitivity may be a potential therapeutic target to reduce nonmedical benzodiazepine use among women with alcohol use disorder. (Am J Addict 2018;27:485-490).

The role of anxiety sensitivity in reactivity to trauma cues in treatment-seeking adults with substance use disorders.

BACKGROUND: Exposure to traumatic events and posttraumatic stress disorder (PTSD) are common among individuals with substance use disorders (SUDs). Although the presence of trauma exposure and/or PTSD among those with SUDs is associated with a range of negative outcomes, much remains to be understood about the factors contributing to these outcomes. Anxiety sensitivity (the tendency to respond fearfully to the signs and symptoms of anxiety) has been linked to greater PTSD symptoms and the use of substances to cope with PTSD symptoms, and is a promising factor for understanding the negative outcomes associated with co-occurring PTSD and SUDs. METHODS: This study examined the association between anxiety sensitivity and trauma cue reactivity among 194 trauma-exposed patients with SUDs (27.3% met criteria for current PTSD). Participants completed ratings of negative affect and substance cravings prior to and after exposure to a personally-relevant trauma cue. RESULTS: Results indicated that anxiety sensitivity was associated with greater emotional reactivity (but not craving reactivity) to the trauma cue; neither PTSD symptom severity nor PTSD diagnosis moderated these associations. PTSD symptom severity was associated with greater emotional and craving reactivity to the trauma cue. CONCLUSIONS: Results highlight the potential utility of targeting anxiety sensitivity in treatments for trauma-exposed patients with SUDs with and without PTSD.

Religious coping in patients with severe substance use disorders receiving acute inpatient detoxification.

BACKGROUND AND OBJECTIVES: Religious coping, one of the most widely studied components of spirituality among psychiatric populations, has rarely been addressed in patients with severe substance use disorders (SUD). The aim of our study was to elucidate whether religious coping is related to symptom expression and mutual-help participation. METHODS: Self-reported religious coping was assessed in individuals sequentially admitted to a private psychiatric hospital for inpatient detoxification. Target symptoms of SUD included severity of substance use prior to admission and craving during detoxification. Three hundred thirty-one patients (68.6% male) participated in the survey; mean age was 38.0 years, and primary presenting diagnosis was most commonly alcohol use disorder (n = 202; 61%), followed by opioid use disorder (n = 119; 36%). RESULTS: Positive religious coping was associated with significantly greater mutual-help participation, fewer days of drug use prior to admission, and was modestly, yet significantly associated with lower drug craving. Negative religious coping was associated with lower confidence in the ability to remain abstinent post-discharge and higher drug craving. CONCLUSIONS: Consistent with hypotheses, greater positive religious coping was associated with greater mutual-help participation, lower severity of pre-admission drug use, and lower substance craving during detoxification. Use of positive religious coping may modify the course of SUD recovery by promoting engagement in mutual-help activities. SCIENTIFIC SIGNIFICANCE: The findings of this study suggest that positive and negative religious coping are linked with several key SUD recovery variables. Further research to replicate this finding and to assess mechanisms within this potential association is warranted. (Am J Addict 2017;26:744-750).

Cue-induced craving to paraphernalia and drug images in opioid dependence.

BACKGROUND AND OBJECTIVES: Stimuli that are repeatedly paired with substance use, such as drug paraphernalia, can themselves elicit drug craving. The aim of this study was to examine whether particular cue types elicit greater craving responses than others among individuals with opioid dependence. METHODS: Participants seeking inpatient treatment for opioid dependence were recruited for a study of cue-induced craving. This sample (N = 50), included 25 primary heroin users, 20 primary prescription opioid users, and 5 users of heroin and prescription opioids equally. Participants completed a cue reactivity task, in which images of drug-related stimuli were presented on a computer screen, each followed by a question assessing state drug craving. RESULTS: Overall, participants reported higher craving following paraphernalia stimuli relative to drug stimuli. However, this was moderated by opioid type; there was significantly higher craving in response to images of paraphernalia cues in the heroin group, and higher craving in response to drug cues in the prescription opioid group. DISCUSSION AND CONCLUSIONS: These findings highlight potential differences in cue reactivity to opioid paraphernalia and drug cues, which appears to be moderated by drug type. SCIENTIFIC SIGNIFICANCE: Cue-induced craving is an important factor in relapse. This study adds further to the literature on cue-induced craving in opioid dependence, suggesting that craving may vary based on both cue type and opioid type. Future studies designed to discriminate the impact of substance of abuse, route of administration, and cue type will help to further clarify cue-induced craving in this population.