Treatment of substance use disorders in adolescence and early school leaving.

OBJECTIVE: To examine early school leaving in a longitudinal cohort of all high school students treated for substance use disorder (SUD) and their demographic counterparts in Norway. METHOD: From the National Patient and National Population Registries, we extracted (a) all high school students born in 1991-1992 who received SUD treatment during 2009-2010 (N = 648; nalcohol = 95, ncannabis = 327, and nother drugs = 226) and (b) their age-and-gender matched counterparts (n = 647). From the National Educational Database, we obtained enrollment and graduation status for these two cohorts throughout the designated school period of 5 years. We estimated the hazards of early school leaving as a function of students' treatment for alcohol, cannabis, and other drug use disorders and other known risk factors. RESULTS: Nine out of 10 adolescents receiving SUD treatment left high school early (89%) compared with one in four (27%) from the matched cohort; 422 (73.5%) of these left high school during or after the treatment year. Multivariate discrete-time models revealed significant and ordered associations between receiving SUD treatment and early school leaving, HRalcohol = 3.09 [1.96, 4.89], HRcannabis = 3.83 [2.64, 5.56], HRother drugs = 5.16 [3.32, 8.03], even after accounting for individual-level (sex, immigrant background, criminal charges, and mental health treatment), family-level (family structure, parental education, and family income), and structural risk factors (municipal size, county employment, and dropout rates). CONCLUSION: Adolescents receiving SUD treatment remain especially vulnerable for early school leaving. These findings underscore the importance of improving and coordinating health and educational services for youth in SUD treatment. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

Prospective associations between adolescent risky substance use and school dropout and the role of externalising and internalising problems.

Background: The aim of the present study was to assess to what extent risky substance use (RSU) acts as an important risk factor for school dropout from upper secondary school in a prospective study of Norwegian adolescents, and how externalising and internalising mental health problems influenced this association. Methods: We used data from a large population-based survey (the youth@hordaland-survey), which included adolescents aged 16-19 years. The predictor variables were self-reported RSU. The survey was linked with prospective data from the Norwegian Education Database, following the adolescents to 21-23 years of age. The outcome variable was registry-based school dropout within five years after starting upper secondary school. The analyses were adjusted for sex, age, socioeconomic status, and externalising and internalising problems. Results: After adjustment for sociodemographic variables, all indicators of RSU were prospectively associated with school dropout (adjusted odds ratios 1.26-2.25; all p values <.01). While internalising problems only slightly changed these estimates, the associations were substantially attenuated by externalising problems. Still, all measures of RSU, except frequent alcohol intoxication, remained positively associated with school dropout in the fully adjusted models. For the youngest students, all associations between RSU and school dropout were significant. Conclusions: Adolescent RSU is a strong predictor for school dropout, and externalising problems explained a considerable proportion of this effect. Prevention efforts to reduce student substance could improve academic outcomes among upper secondary school students, and such efforts may benefit from also targeting co-occurring externalising problems.

Attitudes Toward Cannabis Use Legalization and Openness to Legal Use Among Young Partygoers in Norway.

OBJECTIVE: The purpose of this study was to examine attitudes toward legalization of cannabis use and openness to legal use among Norwegian partygoers. METHOD: We examined a combined sample (N = 4,790; 46.2% female) of young partygoers (M age = 23.7, SD = 7.3) from three Norwegian studies on substance use in various settings: music festivals (n = 1,312), nightlife (n = 2,005), and high school graduation (n = 1,473). Through onsite surveys, the participants were asked if they thought cannabis use should be legal in Norway and whether they themselves would use the drug if legalized. These responses (yes/no/don't know) were examined in relation to participants' characteristics and cannabis use history using summary statistics and multinomial regression models. RESULTS: Although 46.1% of participants reported having used cannabis at least once, only 1/3 (32.6%) favored legalization and 1/4 (25.6%) stated they would themselves use cannabis if legalized. Yet, even among never-users, we observed non-opposition to legalization (16.4% in favor; 14.9% don't know) and openness to legal use (8.2% would use; 12.4% don't know). Histories of cannabis, tobacco, or any other drug use, sex (male), and age younger than 21 years (vs. 30 or older) were consistently associated with affirmative responses to both questions. Openness to legal use was strongly associated with favorable legalization attitudes and age younger than 21, even after accounting for lifetime cannabis use history. CONCLUSIONS: Favoring cannabis legalization and openness to legal use were relatively low in this sample of young Norwegian partygoers. Yet, prevalence of cannabis use may increase after legalization among its supporters and among those younger than 21, especially if "don't know" responses are considered.

Which illicit drugs are injected in Oslo? A study based on analysis of drug residues in used injection equipment and self-reported information.

BACKGROUND: People who inject drugs (PWID) have a high risk of premature death due to fatal overdoses. Newly emerged fentanyls, much more potent than heroin and other opioids, may increase this risk further. Therefore, precise information on injected drugs is critical to improving prevention strategies. AIMS: This study aimed to analyse drug residues in used injection equipment in order to determine drug and drug combinations and compare and complement findings with self-reported information. METHODS: Used syringes and needles (n=766) were collected at the supervised drug consumption facilities, the needle exchange service and two low-threshold health services for problem drug users in Oslo, Norway. The material was collected every third month from June 2019 to June 2020 and analysed for 64 substances using highly specific analytical methods (ultra-high performance liquid chromatography tandem mass spectrometry). Additionally, a street-recruited sample of PWID was interviewed from 2017 to 2019 regarding their drug injection habits (n=572). RESULTS: Heroin (65.5%) or amphetamines (59.8%), often in combination (30.5%), were commonly detected in drug residues. Other opioids, stimulants or benzodiazepines were rarely detected (6.1%). Fentanyl was detected in only one syringe. Heroin was the most reported drug (77.6% during the past four weeks, 48.3% daily/almost daily), followed by amphetamines (57.5% during the past four weeks, 23.1% daily or almost daily). Injection of methadone, buprenorphine and dissolved tablets was self-reported more frequently than determined in drug residue findings. CONCLUSIONS: Analysis of the injection equipment proved useful as a non-invasive, rapid and accurate means to obtain detailed information on injected drugs in Oslo and supplement traditional PWID survey information.

Key Interpretation Challenges for Wastewater-Based Epidemiology of Illicit Drugs: A Norwegian Three-City Case Study.

INTRODUCTION: Wastewater-based epidemiology (WBE) has emerged as a timely, non-invasive, and cost-effective indicator of illicit drug consumption. It is increasingly used by international organizations as a proxy measure for estimates of drug prevalence and related trends. Nevertheless, the literature exploring the limitations of WBE remains limited. This paper aims to shed further light on important shortcomings of WBE with recommendations on moving forward. METHOD: Utilizing case study and statistical analysis, the paper critically reviews methodological challenges associated with WBE results related to (i) levels, (ii) trends, and (iii) between-city comparisons of drug use. Data from raw influent wastewater samples from wastewater plants in the cities of Oslo, Bergen and Stavanger/Sandnes were analysed for amphetamine, methamphetamine, MDMA, and cocaine (benzoylecgonine) over a 3-year period. Normalized population loads were calculated and variation in daily loads analysed with plots and estimation of means, confidence intervals, and coefficient of variation. Linear regression models examined trends and between-city differences. RESULTS: Plots and statistical analyses revealed extensive variation in daily loads, with min/max values of 6.1/453.9 mg/day per 1,000 inhabitants 15-64 years for amphetamine and correspondingly 9.4/675.9 mg for methamphetamine. Substantial differences in load levels and patterns across time and plants were also observed. A carefully designed sampling procedure and a relatively large number of daily samples are required to obtain estimates of sufficient precision for determining trends in space or time. Cross-referencing with alternative trend variables can improve the interpretation of WBE trend indicators. Finally, when using mean load levels for different wastewater-treatment plants to assess spatial variation in drug use, the representativeness of the catchment area should be evaluated before interpreting observed changes as city differences. CONCLUSION: Although WBE is a useful supplementary indicator of illicit drug consumption, important methodological issues and potential shortcomings should be taken into account when designing sampling procedures and interpreting the analytical results.

Patients admitted to treatment for substance use disorder in Norway: a population-based case-control study of socio-demographic correlates and comparative analyses across substance use disorders.

BACKGROUND: Improved knowledge regarding socio-demographic correlates of people with substance use disorders (SUDs) is essential to better plan and provide adequate services for SUD patients and their families, and to improve our understanding of the complex mechanisms underlying progression into and development of various SUDs. This study aimed to: i) describe demographic, economic, and social correlates of people with SUDs in comparison with those of the general population and ii) compare these correlates across SUDs from licit versus illicit substances, as well as across specific SUDs. METHODS: A national population-based case-control study included all SUD patients enrolled in specialized drug treatment in Norway in 2009-2010 (N = 31 245) and a population control sample, frequency-matched on age and gender (N = 31 275). Data on education level, labour market participation, income level and sources, and family/living arrangement were obtained by linkages to national registers. RESULTS: Demographic, economic, and social correlates of SUD patients differed substantially from those of the general population, and across specific SUDs. Among SUD patients, those with illicit - as compared to licit - SUDs were younger (mean quotient = 0.72 [0.71-0.72]), more often had low education level (RR = 1.68 [1.63-1.73]), were less often in paid work (RR = 0.74 [0.72-0.76]) and had lower income (mean quotient = 0.61 [0.60-0.62]). Comparison of patients with different SUD diagnoses revealed substantial demographic differences, including the relatively low mean age among cannabis patients and the high share of females among sedatives/hypnotics patients. Opioid patients stood out by being older, and more often out of work, receiving social security benefits, and living alone. Cocaine and alcohol patients were more often better educated, included in the work force, and had a better financial situation. CONCLUSION: Findings revealed substantial and important differences in socio-demographic correlates between SUD patients and the general population, between SUD patients with illicit and with licit substance use, and across specific SUD patient groups.

Poor correlation between alcohol concentration in oral fluid and breath in subjects consuming beverages immediately before testing.

INTRODUCTION: In previous research projects and clinical settings, alcohol analysis in oral fluid (saliva) has been used as an alternative to breath or blood alcohol testing. In this study we examined whether it is possible to obtain clinically relevant data regarding alcohol consumption in individuals who recently consumed alcohol by analysing oral fluid samples when the recommended rinsing of the mouth is impossible before sample collection. MATERIALS AND METHODS: We conducted a study of 89 nightclub patrons in Norway. Before collecting oral fluid samples and performing breath alcohol testing, participants were required to drink a glass of water to remove residual alcohol from the mouth. Oral fluid samples were collected with the Quantisal oral fluid collection device and analysed using an enzymatic method for alcohol. The alcohol concentration in the neat (undiluted) oral fluid was then calculated. Breath alcohol testing was performed using Lion Alcolmeter 500 instruments. RESULTS: No false-negative or false-positive results for alcohol were detected in the oral fluid when compared with those in the breath. The Intraclass Correlation Coefficient of 0.40 indicated a poor correlation between alcohol concentrations in the two sample types. CONCLUSIONS: The procedure for collecting oral fluid was suitable for the qualitative determination of alcohol intake but not for quantitative assessment. We recommend that oral fluid samples should not be used for estimating blood or breath alcohol concentrations in people who have recently consumed alcohol or non-alcoholic beverages, as recommended in the instructions for use.

Characteristics and risk of incarceration among "hard-to-reach" people who use drugs: A five-year prospective cohort study combining self-reports and registry data.

BACKGROUND: Incarcerations are associated with an increased risk of morbidity and mortality among people who use drugs (PWUD). In a sample of 884 PWUD, we examine and estimate the risk of incarcerations (i.e., number, duration, and most serious offense). METHODS: In this prospective cohort study, PWUD were recruited from street- and low-threshold services in seven Norwegian cities in 2013 (Sept-Nov), and followed through the Correctional Service Registry until 20.12.2018. The risk of incarceration during follow-up was examined with multivariable logistic (no incarceration vs. at least one) and multinomial regression models ("no incarcerations", vs. "1″, "≥2″), while accounting for gender, age, homelessness/shelter use, opioid substitution treatment, illegal income sources, injecting behaviours, previous incarcerations, and recruitment city. RESULTS: During follow-up, there were in total 662 incarceration episodes, and 44.7% of the participants were incarcerated at least once. Overall, 37.5% of those incarcerated had at least one episode due to a drug offense. The average incarceration duration was 65.2 days with 3.5% of the episodes lasting ≥one year. Gender (male), homelessness/shelter use, illegal income sources, injecting stimulants, and previous incarcerations increased the odds of incarceration, while older age decreased the odds. Gender (male), younger age, self-reported theft or theft and dealing, injecting stimulants or heroin and stimulants and previous incarcerations increased the risk of multiple incarcerations. CONCLUSION: In a five-year prospective study of PWUD, incarcerations were common, and short-term sentences and recidivism were the norm. This is of concern as incarcerations add to an already elevated morbidity and mortality risk in this population.

The Double Effect of COVID-19 Confinement Measures and Economic Recession on High-Risk Drug Users and Drug Services.

The ongoing COVID-19 pandemic is likely to have a profound impact on the lives of high-risk drug users and on the services responding to their needs in at least two important ways: first, through the restrictive measures introduced to mitigate the spread of the virus and, second, as a result of extensive economic downturn. Currently there is great uncertainty as to the future intensity and duration of the pandemic. In addition, the lessons we have been able to learn from previous economic downturns may be of limited applicability to the current situation, which differs in a number of significant respects. Experience nevertheless suggests that the potential consequences for drug users' health and well-being may be severe. The ongoing uncertainty serves to underline the importance of close monitoring of the drug situation and preparing flexible and innovative solutions to be able to meet new challenges which may arise.

How may alternative drug policy settings influence criminal charges? A longitudinal study of cannabis patients and a general population sample.

BACKGROUND: This study examines criminal charges amongst cannabis use disorder (CUD) patients and a matched sample in a setting of drug criminalization, and simulates the effect of policy changes on the proportion obtaining a criminal record and on the number of charges for those being charged. METHODS: All CUD patients entering specialist treatment in Norway in 2009-2010 (n=3,951) were included from the Norwegian Patient Registry and a random sample matched on age and gender drawn from the general population by Statistics Norway (n=7,902). Data were linked to the Norwegian Crime Registry (2009-2014). The nature and extent of all charges were examined. A static simulation exercise assessed the hypothetical effect on charges if a) all charges for use and possession of illicit drugs were eliminated ("decriminalization") and b) in addition, all charges for cultivation, manufacturing, and sales were eliminated ("legalization"). RESULTS: Two thirds (66%) of patients and 12% of matched sample were charged during the observation period. While the most common offence for patients was drug law violations (52%), relatively few (14%) had no other charges. Road traffic violations was the most common offence for the matched sample and 1.2% were charged with drug offences only. The mean number of charges were 9 for the patients and 3 for the matched sample. Simulations suggest that decriminalization may decrease the proportion being charged by 8% for patients and 4% for the matched sample under "decriminalization", compared to 24% and 11%, respectively if all drugs were legalized. The number of charges for patients and non-patients would drop by 23% and 13% respectively, while legalization may decrease the number of charges by 46% and 25%, respectively. CONCLUSION: The simulations suggest that the impacts of decriminalisation and legalisation on the proportion being charged are relatively modest, while the policy changes are likely to lead to substantial reductions in the number of charges for both the patient and non-patient groups.

Drug Use by Music Festival Attendees: A Novel Triangulation Approach Using Self-Reported Data and Test Results of Oral Fluid and Pooled Urine Samples.

Background: Self-reported data are commonly used when investigating illicit substance use. However, self-reports have well-known limitations such as limited recall and socially desirable responding. Mislabeling or adulteration of drugs on the illicit market may also cause incorrect reporting. Objectives: We aimed to examine what could be gained in terms of illicit drug use findings among music festival attendees when including biological sample test results in the assessment. Methods: We included 651 attendees at three music festivals in Norway from June to August 2016. Self-reported drug use was recorded using questionnaires, and samples of oral fluid were analyzed to detect use of illicit drugs. In addition, we analyzed samples of pooled urine from portable toilets at each festival. Results: All methods identified cannabis, MDMA, and cocaine as the most commonly used drugs. Overall, 6.6% of respondents reported use of illicit substances during the previous 48 hours. Oral fluid testing identified a larger number of drug users as 12.6% tested positive for illicit drugs. In oral fluid testing, we identified ketamine and three new psychoactive substances (NPS) that had not been reported on the questionnaire. In pooled urine testing, we identified amphetamine and three additional NPS that were neither reported used nor found in oral fluid samples. Conclusions/Importance: Drug testing of biological samples proved to be an important supplement to self-reports as a larger number of illicit substances could be detected.

Correspondence between Oral Fluid Drug Test Results and Self-Reported Illicit Drug Use among Music Festival Attendees.

BACKGROUND: Use of illicit substances is often under-reported. Testing positive in oral fluid provides an objective confirmation of recent intake. OBJECTIVES: To examine the agreement between oral fluid test results and self-reported substance use among music festival attendees, and factors associated with reporting past 48 h drug use among users identified by drug testing. METHODS: One thousand three hundred nine participants were recruited from six music festivals in Norway (June-August 2016). They completed a questionnaire and provided oral fluid samples analyzed for amphetamines, MDMA, tetrahydrocannabinol (cannabis), and cocaine. Additionally, their blood alcohol levels were measured. RESULTS: Overall, 5.5% reported use of amphetamines, cannabis, cocaine, and/or MDMA during past 48 h in the questionnaire, whereas 10.8% tested positive in oral fluid. Only 16.7% of identified cocaine users and 31.1% of identified MDMA users reported past 48 h cocaine or MDMA use, respectively. Higher proportions of identified cannabis and amphetamine users reported past 48 h use (53.8% and 55.6%, respectively). Multivariable logistic regression analysis showed that among participants who tested positive, those reporting weekly illicit substance use (Adjusted Odds Ratio [AOR] 30.6; 95% Confidence Interval [CI] 6.3-147.9), and using such substances when younger than 18 years (AOR 5.0; 95% CI 1.9-13.4) were more likely to report past 48 h use. Conclusions/Importance: Oral fluid testing appears to be an important tool when studying illicit substance use among music festival attendees, as significant under-reporting was observed. Among those testing positive, regular, and experienced users were more likely to report recent use, compared to less regular and experienced users.

Identification and Assessment of Drug-User Groups Among Nightlife Attendees: Self-Reports, Breathalyzer-Tests and Oral Fluid Drug Tests.

BACKGROUND AND OBJECTIVES: Even though nightlife studies with potentially intoxicated participants provide the much needed information on drug use, they face additional methodological challenges. This study aimed to explore the utility of such studies by (i) classifying nightlife attendees based on their self-reported drug use and by (ii) examining whether these classifications were meaningful when assessed against other sources of data, including oral fluid drug tests. METHODS: Self-reported questionnaires, oral fluid samples and blood alcohol concentration readings were collected in a sample of 1,085 nightlife patrons recruited outside 12 popular nightclubs in Oslo, Norway, in 2014. Patrons were classified using multiple approaches, including latent class analysis. Group differences were examined by logistic regression models. RESULTS: Participants were classified into 5 mutually exclusive groups: 2 among current non-users ("Never-users"; "Previous users"), 2 among current users ("Multiple drugs"; "Cannabis mainly") and one "Incomplete information" group. Meaningful differences across these groups were observed. For instance, positive tests for any illicit drug were more common in "Multiple drugs" group than in "Cannabis mainly" (62.7 vs. 29.1%, adjusted OR [aOR] 3.77 [2.42-5.84]) or "Incomplete information" groups (62.7 vs. 34.4%, aOR 2.46 [1.26-4.79]). Despite their self-declared non-use, illicit substances were detected in oral fluids of "Never-users" (13.1%; 95% CI 9.9-17.2) and "Previous users" (7.9%; 95% CI 5.1-12.1). CONCLUSIONS: Despite some discrepancies between self-reports and biological tests, self-reports proved both suitable and useful in identification of substantively different drug-user typologies, potentially informing targeted policy responses. Still, methodological challenges associated with onsite studies of illicit drug use should be further explored.

Illegal substance use among 1,309 music festival attendees: An investigation using oral fluid sample drug tests, breathalysers and questionnaires.

AIMS: Illegal substance use at music festivals is less documented than it is in nightlife and electronic dance music settings. This study investigated such use through questionnaires, breathalysers and oral fluid drug testing. We also examined the associations between testing positive for illegal substances and demographics, self-reported substance use and measured blood alcohol concentration levels. METHODS: A cross-sectional study of 1,309 festival attendees from six Norwegian music festivals taking place between July and August 2016. Logistic regression models estimated the likelihood of a positive oral fluid drug test. Covariates were male, age, education, employment, smoking status, early age for alcohol intoxication, alcohol intoxication ⩾2 times a week, past-month and past-year illegal substance use, blood alcohol concentration levels and festivals. RESULTS: Overall, 12% reported illegal substance use in the past 30 days and 11% tested positive for illegal substances. Cannabis (6%), cocaine (3%) and MDMA/ecstasy (2%) were most commonly detected. One-third had a blood alcohol concentration ⩾0.10%. Of those with a positive test result ( n=146), 95% had detectable alcohol levels and 41% had a blood alcohol concentration above 0.10%. Those studying or working part-time were less likely to test positive compared to those who were not employed. Furthermore, those reporting daily smoking and past-year cannabis or MDMA/ecstasy use were more likely to test positive, compared to those not reporting such use. CONCLUSIONS: Illegal substance use was less prevalent than in previous nightlife and electronic dance music studies. Almost all those testing positive for illegal substances had detectable alcohol levels and 41% had a blood alcohol concentration greater than 0.10%, possibly indicating combined use.

Who seeks treatment for cannabis use? Registered characteristics and physical, psychological and psychosocial problem indicators among cannabis patients and matched controls.

BACKGROUND: There has been an absolute and relative increase in the number of patients with cannabis-related disorders as the principal diagnosis in many countries in recent years. Cannabis is now the most frequently mentioned problem drug reported by new patients in Europe, and cannabis patients constituted one third of all drug treatment patients in 2015. There is limited knowledge with regard to patient characteristics, the extent and types of health and psychosocial problems, as well as their association with long-term outcomes. METHODS: We analysed indicators of physical, psychological and psychosocial problems of all patients admitted to treatment for cannabis use in Norway in 2009 and 2010 using register data and observed them to the end of 2013. Patient characteristics and outcomes were compared to a randomly drawn control group with corresponding age and gender distribution. Using logistic regression of prospective data, we studied associations between baseline characteristics and work and study status in 2013. RESULTS: Cannabis patients tended to be relatively young and the large majority were male. They had parents who were less highly educated compared to controls, while there was no difference in migration background. In addition to an increased risk of premature death, nearly half of the patients received a secondary psychological diagnosis and a similar proportion received an additional substance use diagnosis during the 4-5 years of study follow-up. The cannabis patients were less educated than the control group and also less likely to be studying or working at the end of the study period. Entering treatment at a young age, having completed more than secondary education, having a highly-educated mother and not having a secondary diagnosis were factors that were positively associated with being in education or employment at the end of follow-up. CONCLUSIONS: Data covering the entire Norwegian population of patients admitted primarily for cannabis-related problems showed comprehensive and complex patterns of physical, psychological and psychosocial problems. The prevalence and extent of these problems varied markedly from those of the general population. Work and study outcomes following treatment depended on the seriousness of the condition including co-morbidity as well as social capital.