ABSTRACT
BACKGROUND: The UK is experiencing its highest rate of drug related deaths in 25 years. Poor and inconsistent access to healthcare negatively impacts health outcomes for people who use drugs. Innovation in models of care which promote access and availability of physical treatment is fundamental. Heroin Assisted Treatment (HAT) is a treatment modality targeted at the most marginalised people who use drugs, at high risk of mortality and morbidity. The first service-provider initiated HAT service in the UK ran between October 2019 and November 2022 in Middlesbrough, England. The service was co-located within a specialist primary care facility offering acute healthcare treatment alongside injectable diamorphine. METHODS: Analysis of anonymised health records for healthcare costs (not including drug treatment) took place using descriptive statistics prior and during engagement with HAT, at both three (n=15) and six (n=12) months. Primary outcome measures were incidents of wound care, skin and soft tissue infections (SSTIs), overdose (OD) events, unplanned overnight stays in hospital, treatment engagement (general and within hospital care settings) and ambulance incidents. Secondary outcome measures were costs associated with these events. RESULTS: A shift in healthcare access for participants during HAT engagement was observed. HAT service attendance appeared to support health promoting preventative care, and reduce reactive reliance on emergency healthcare systems. At three and six months, engagement for preventative wound care and treatment for SSTIs increased at the practice. Unplanned emergency healthcare interactions for ODs, overnight hospital stays, serious SSTIs, and ambulance incidents reduced, and there was an increase in treatment engagement (i.e. a reduction in appointments which were not engaged with). There was a decrease in treatment engagement in hospital settings. Changes in healthcare utilisation during HAT translated to a reduction in healthcare costs of 58% within six months compared to the same timeframe from the period directly prior to commencing HAT. CONCLUSION: This exploratory study highlights the potential for innovative harm reduction interventions such as HAT, co-located with primary care services, to improve healthcare access and engagement for a high-risk population. Increased uptake of primary healthcare services translated to reductions in emergency healthcare use and associated costs. Although costs of HAT provision are substantial, the notable cost-savings in health care should be an important consideration in service implementation planning.
Subject(s)
Health Care Costs , Health Services Accessibility , Heroin Dependence , Primary Health Care , Humans , Primary Health Care/economics , Heroin Dependence/economics , Heroin Dependence/therapy , Health Care Costs/statistics & numerical data , Female , Male , Adult , United Kingdom , Heroin/economics , Heroin/administration & dosage , Drug Overdose/prevention & control , Middle Aged , Delivery of Health Care/economics , England , Opiate Substitution Treatment/economicsABSTRACT
This article sets out a political economic framework to understand South Africa's dramatic upsurge in heroin use in the 2000s. Drawing on interviews with users and their families, it shows how the opioid gained influence among men in their twenties living in apartheid-engineered townships marked by chronic unemployment. Giving particular attention to histories of work, it documents the ways that men hustle to generate an income to buy heroin, showing their relationship to families who support them and community members who may employ them. The article challenges the view that heroin users' income comes primarily from criminal activities, an assumption that feeds into punitive approaches to drugs. Instead, it insists that heroin hustlers must be seen as part of a large group of "laboring poor" who undertake low-paid work that does not enable desirable futures. As such, the article develops a framework that can contribute to understanding the political economy of heroin use in high-unemployment regions of the Global South.
Subject(s)
Commerce , Heroin , Unemployment , Heroin/economics , Humans , Income , Male , South Africa/epidemiologyABSTRACT
BACKGROUND: People who inject drugs often get bacterial infections. Few longitudinal studies have reported the incidence and treatment costs of these infections. METHODS: For a cohort of 2335 people who inject heroin entering treatment for drug dependence between 2006 and 2017 in London, England, we reported the rates of hospitalisation or death with primary causes of cutaneous abscess, cellulitis, phlebitis, septicaemia, osteomyelitis, septic arthritis, endocarditis, or necrotising fasciitis. We compared these rates to the general population. We also used NHS reference costs to calculate the cost of admissions. RESULTS: During a median of 8.0 years of follow-up, 24 % of patients (570/2335) had a severe bacterial infection, most commonly presenting with cutaneous abscesses or cellulitis. Bacterial infections accounted for 13 % of all hospital admissions. The rate was 73 per 1000 person-years (95 % CI 69-77); 50 times the general population, and the rate remained high throughout follow-up. The rate of severe bacterial infections for women was 1.50 (95 % CI 1.32-1.69) times the rate for men. The mean cost per admission was £4980, and we estimate that the annual cost of hospital treatment for people who inject heroin in London is £4.5 million. CONCLUSIONS: People who inject heroin have extreme and long-term risk of severe bacterial infections.
Subject(s)
Bacterial Infections/epidemiology , Health Care Costs/trends , Heroin Dependence/epidemiology , Heroin/adverse effects , Severity of Illness Index , Adolescent , Adult , Bacterial Infections/economics , Bacterial Infections/therapy , Cohort Studies , England/epidemiology , Female , Follow-Up Studies , Heroin/administration & dosage , Heroin/economics , Heroin Dependence/economics , Heroin Dependence/therapy , Hospitalization/economics , Hospitalization/trends , Humans , Incidence , London/epidemiology , Male , Middle Aged , Patient Admission/economics , Patient Admission/trends , Substance Abuse, Intravenous/economics , Substance Abuse, Intravenous/epidemiology , Substance Abuse, Intravenous/therapy , Young AdultABSTRACT
BACKGROUND: Illicitly manufactured fentanyl and its analogues are appearing in countries throughout the world, often disguised as heroin or counterfeit prescription pills, with resulting high overdose mortality. Possible explanations for this phenomenon include reduced costs and risks to heroin suppliers, heroin shortages, user preferences for a strong, fast-acting opioid and the emergence of Dark Web cryptomarkets. This paper addresses these potential causes and asks three questions: (1) can users identify fentanyl; (2) do users desire fentanyl; and (3) if users want fentanyl, can they express this demand in a way that influences the supply? ARGUMENT/ANALYSIS: Existing evidence, while limited, suggests that some users can identify fentanyl, although not reliably, and some desire it, but because fentanyl is frequently marketed deceptively as other drugs, users lack information and choice to express demand effectively. Even when aware of fentanyl's presence, drug users may lack fentanyl-free alternatives. Cryptomarkets, while difficult to quantify, appear to offer buyers greater information and competition than offline markets. However, access barriers and patterns of fentanyl-related health consequences make cryptomarkets unlikely sources of user influence on the fentanyl supply. Market condition data indicate heroin supply shocks and shortages prior to the introduction of fentanyl in the United States and parts of Europe, but the much lower production cost of fentanyl compared with heroin may be a more significant factor CONCLUSION: Current evidence points to a supply-led addition of fentanyl to the drug market in response to heroin supply shocks and shortages, changing prescription opioid availability and/or reduced costs and risks to suppliers. Current drug users in affected regions of the United States, Canada and Europe appear largely to lack both concrete knowledge of fentanyl's presence in the drugs they buy and access to fentanyl-free alternatives.
Subject(s)
Fentanyl , Illicit Drugs , Costs and Cost Analysis , Counterfeit Drugs/adverse effects , Counterfeit Drugs/economics , Dose-Response Relationship, Drug , Drug Costs/trends , Drug Overdose/mortality , Drug Trafficking/economics , Drug Trafficking/trends , Fentanyl/adverse effects , Fentanyl/analogs & derivatives , Fentanyl/economics , Fentanyl/supply & distribution , Heroin/adverse effects , Heroin/economics , Heroin/supply & distribution , Humans , Illicit Drugs/adverse effects , Illicit Drugs/economics , Illicit Drugs/supply & distribution , United StatesABSTRACT
BACKGROUND AND AIMS: Previous research has found diacetylmorphine, delivered under supervision, to be cost-effective in the treatment of severe opioid use disorder, but diacetylmorphine is not available in many settings. The Study to Assess Long-term Opioid Maintenance Effectiveness (SALOME) randomized controlled trial provided evidence that injectable hydromorphone is non-inferior to diacetylmorphine. The current study aimed to compare the cost-effectiveness of hydromorphone directly with diacetylmorphine and indirectly with methadone maintenance treatment. DESIGN: A within-trial analysis was conducted using the patient level data from the 6-month, double-blind, non-inferiority SALOME trial. A life-time analysis extrapolated costs and outcomes using a decision analytical cohort model. The model incorporated data from a previous trial to include an indirect comparison to methadone maintenance. SETTING: A supervised clinic in Vancouver, British Columbia, Canada. PARTICIPANTS: A total of 202 long-term street opioid injectors who had at least two attempts at treatment, including one with methadone (or other substitution), were randomized to hydromorphone (n = 100) or diacetylmorphine (n = 102). MEASUREMENTS: We measured the utilization of drugs, visits to health professionals, hospitalizations, criminal activity, mortality and quality of life. This enabled us to estimate incremental costs, quality-adjusted life years (QALYs) and cost-effectiveness ratios from a societal perspective. Sensitivity analyses considered different sources of evidence, assumptions and perspectives. FINDINGS: The within-trial analysis found hydromorphone provided similar QALYs to diacetylmorphine [0.377, 95% confidence interval (CI) = 0.361-0.393 versus 0.375, 95% CI = 0.357-0.391], but accumulated marginally greater costs [$49 830 ($28 401-73 637) versus $34 320 ($21 780-55 998)]. The life-time analysis suggested that both diacetylmorphine and hydromorphone provide more benefits than methadone [8.4 (7.4-9.5) and 8.3 (7.2-9.5) versus 7.4 (6.5-8.3) QALYs] at lower cost [$1.01 million ($0.6-1.59 million) and $1.02 million ($0.72-1.51 million) versus $1.15 million ($0.71-1.84 million)]. CONCLUSIONS: In patients with severe opioid use disorder enrolled into the SALOME trial, injectable hydromorphone provided similar outcomes to injectable diacetylmorphine. Modelling outcomes during a patient's life-time suggested that injectable hydromorphone might provide greater benefit than methadone alone and may be cost-saving, with drug costs being offset by costs saved from reduced involvement in criminal activity.
Subject(s)
Hydromorphone/therapeutic use , Narcotics/therapeutic use , Opiate Substitution Treatment/methods , Opioid-Related Disorders/drug therapy , British Columbia , Cost-Benefit Analysis , Crime/economics , Crime/statistics & numerical data , Double-Blind Method , Equivalence Trials as Topic , Health Services/economics , Health Services/statistics & numerical data , Heroin/economics , Heroin/therapeutic use , Hospitalization/economics , Hospitalization/statistics & numerical data , Humans , Hydromorphone/economics , Methadone/economics , Methadone/therapeutic use , Mortality , Narcotics/economics , Opiate Substitution Treatment/economics , Opioid-Related Disorders/economics , Quality-Adjusted Life Years , Randomized Controlled Trials as Topic , Severity of Illness IndexABSTRACT
BACKGROUND: The importance of illicit drug price data and making appropriate adjustments for purity has been repeatedly highlighted for understanding illicit drug markets. The European Monitoring Centre for Drugs and Drug Addiction (EMCDDA) has been collecting retail price data for a number of drug types alongside drug-specific purity information for over 15 years. While these data are useful for a number of monitoring and analytical purposes, they are not without their limitations and there are circumstances where additional adjustment needs to be considered. This paper reviews some conceptual issues and measurement challenges relevant to the interpretation of price data. It also highlights the issues with between-country comparisons of drug prices and introduces the concept of affordability of drugs, going beyond purity-adjustment to account for varying national economies. METHODS: Based on a 2015 European data set of price and purity data across the heroin and cocaine retail markets, the paper demonstrates a new model for drug market comparative analysis; calculation of drug affordability is achieved by applying to purity-adjusted prices 2015 Price Level Indices (PLI, Eurostat). RESULTS: Available data allowed retail heroin and cocaine market comparison for 27 European countries. The lowest and highest unadjusted prices per gram were observed for heroin: in Estonia, Belgium, Greece and Bulgaria (lowest) and Finland, Ireland, Sweden and Latvia (highest); for cocaine: the Netherlands, Belgium and the United Kingdom (lowest) and Turkey, Finland, Estonia and Romania (highest). The affordability per gram of heroin and cocaine when taking into account adjustment for both purity and economy demonstrates different patterns. CONCLUSION: It is argued that purity-adjusted price alone provides an incomplete comparison of retail price across countries. The proposed new method takes account of the differing economic conditions within European countries, thus providing a more sophisticated tool for cross-national comparisons of retail drug markets in Europe. Future work will need to examine other potential uses of the drug affordability tool. LIMITATIONS: The limitations of this measure reflect primarily the limitations of the constituent data; in addition to issues inherent in collecting accurate data on illicit markets, analysis that relies on data collected from multiple countries is susceptible to discrepancies in data collection practices from country to country.
Subject(s)
Costs and Cost Analysis/statistics & numerical data , Illicit Drugs/economics , Cocaine/economics , Commerce/economics , Europe , Heroin/economics , HumansABSTRACT
Cryptomarkets offer insight into the evolving interplay between online black markets and cartel-based distribution. The types and forms of heroin, fentanyl, and prescription drugs show wide diversification. In this commentary we describe changes in the conceptualizations, technologies and structures of drug supply chains in the 21st Century, with special attention to the role of cryptomarkets as tools, contexts, and drivers of innovation in public health research.
Subject(s)
Drug Trafficking/economics , Fentanyl/supply & distribution , Heroin/supply & distribution , Illicit Drugs/supply & distribution , Analgesics, Opioid/economics , Analgesics, Opioid/supply & distribution , Commerce , Fentanyl/economics , Heroin/economics , Humans , Illicit Drugs/economics , Internet , Prescription Drug Diversion/economics , Public Health , Substance-Related Disorders/epidemiology , SyringesABSTRACT
BACKGROUND: A growing body of literature aims to improve understanding of the operations of drug trafficking markets through conducting interviews with dealers and traffickers. Insight into how these individuals conduct business can provide evidence to inform the efforts by policy makers, law enforcement and practitioners to disrupt illicit markets. This paper aims to make a contribution to this evidence base by extending the number of European countries in which interviews have been conducted with incarcerated drug dealers and traffickers. METHODS: It draws on interviews with 135 men convicted of offences related to the distribution or sale of heroin or cocaine and imprisoned in Italy, Slovenia and Germany. The research was conducted as part of the Reframing Addictions Project (ALICE-RAP) funded by the European Commission. The sample was diverse. It included a range of nationalities and some individuals who were members of organised crime groups. The majority of the interviewees were dealers who sold at the retail and street level, but there were some who were importers and wholesalers. FINDINGS: Most dealers in each of the three countries reported having more than one regular supplier, and were able to respond to periods of over and under supply without losing customers. Supply arrangements varied in terms of frequency and quantities bought. Dealers engaged in repeated transactions and their relationships with customers were based on trust and reputation. Dealers aimed to sell to regular customers and to provide drugs of good quality. While dealers sought to maximise their profits by cutting drugs with cutting agents, the quality of drugs that they sold could affect their reputation and thus their profits and position in the market. Lastly, while there are some significant differences in the approach between those involved in organised crime groups and those who are not, and between street dealers and those operating at higher levels of the market, there were striking similarities in terms of the day-to-day operational concerns and modes of relationship management. CONCLUSIONS: Interviewees' arrangements for securing supplies of drugs provide support to the notion that drug markets are resilient and flexible. Our findings correspond with other empirical research in relation to the centrality of trust in the practical operation of supply and sale of drugs. The research highlights some differences, but important similarities between dealers who were part of organised crime groups and those who were not; dealers all faced some common challenges and adopted some common responses to these.
Subject(s)
Cocaine/supply & distribution , Commerce , Competitive Behavior , Criminals , Drug Trafficking , Heroin/supply & distribution , Cocaine/economics , Commerce/economics , Commerce/organization & administration , Conflict, Psychological , Criminals/psychology , Drug Trafficking/economics , Financing, Organized , Germany , Heroin/economics , Humans , Interpersonal Relations , Interviews as Topic , Italy , Male , Organizational Objectives , Slovenia , TrustABSTRACT
INTRODUCTION: Little is known about trends in national rates of injection-related skin and soft tissue infections (SSTI) and their relationship to the structural risk environment for heroin users. Use of Mexican-sourced "Black Tar" heroin, predominant in western US states, may have greater risk for SSTI compared with eastern US powder heroin (Colombian-sourced) due to its association with non-intravenous injection or from possible contamination. METHODS: Using nationally representative hospital admissions data from the Nationwide Inpatient Sample and heroin price and purity data from the Drug Enforcement Administration, we looked at rates of hospital admissions for opiate-related SSTI (O-SSTI) between 1993 and 2010. Regression analyses examined associations between O-SSTI and heroin source, form and price. RESULTS: Hospitalization rates of O-SSTI doubled from 4 to 9 per 100,000 nationally between 1993 and 2010; the increase concentrated among individuals aged 20-40. Heroin market features were strongly associated with changes in the rate of SSTI. Each $100 increase in yearly heroin price-per-gram-pure was associated with a 3% decrease in the rate of heroin-related SSTI admissions. Mexican-sourced-heroin-dominant cities had twice the rate of O-SSTI compared to Colombian-sourced-heroin-dominant cities. DISCUSSION: Heroin-related SSTI are increasing and structural factors, including heroin price and source-form, are associated with higher rates of SSTI hospital admissions. Clinical and harm reduction efforts should educate heroin users on local risk factors, e.g., heroin type, promote vein health strategies and provide culturally sensitive treatment services for persons suffering with SSTI.
Subject(s)
Heroin Dependence/complications , Heroin Dependence/epidemiology , Hospitalization/statistics & numerical data , Soft Tissue Infections/epidemiology , Soft Tissue Infections/etiology , Adult , Commerce , Costs and Cost Analysis , Female , Heroin/economics , Heroin Dependence/economics , Hospitalization/economics , Humans , Male , Middle Aged , Narcotics/economics , Soft Tissue Infections/economics , United States/epidemiology , Young AdultABSTRACT
Multiple layers of dealers connect international drug traffickers to users. The fundamental activity of these dealers is buying from higher-level dealers and re-selling in smaller quantities at the next lower market level. Each instance of this can be viewed as completing a drug dealing "cycle". This paper introduces an approach for combining isolated accounts of such cycles into a coherent model of the structure, span, and profitability of the various layers of the domestic supply chain for illegal drugs. The approach is illustrated by synthesizing data from interviews with 116 incarcerated dealers to elucidate the structure and operation of distribution networks for cocaine and heroin in Italy and Slovenia. Inmates' descriptions of cycles in the Italian cocaine market suggest fairly orderly networks, with reasonably well-defined market levels. The Italian heroin market appears to have more "level-jumpers" who skip a market level by making a larger number of sales per cycle, with each sale being of a considerably smaller weight. Slovenian data are sparser, but broadly consistent. Incorporating prices allows calculation of how much of the revenue from retail sales is retained by dealers at each market level. In the Italian cocaine market, both retail sellers and the international supply chain outside of Italy each appear to receive about 30-40% of what users spend, with the remaining 30% going to higher-level dealers operating in Italy (roughly 10% to those at the multi-kilo level and 20% to lower level wholesale dealers). Factoring in cycle frequencies permits rough estimation of the number of organizations at each market level per billion euros in retail sales, and of annual net revenues for organizations at each level. These analyses provide an approach to gaining insight into the structure and operation of the supply chain for illegal drugs. They also illustrate the value of two new graphical tools for describing illicit drug supply chains and hint at possible biases in how respondents describe their drug dealing activities.
Subject(s)
Cocaine-Related Disorders/economics , Cocaine/economics , Cocaine/supply & distribution , Commerce , Drug Costs , Drug Trafficking/economics , Heroin Dependence/economics , Heroin/economics , Heroin/supply & distribution , Commerce/legislation & jurisprudence , Commerce/organization & administration , Drug Trafficking/legislation & jurisprudence , Drug and Narcotic Control/economics , Efficiency, Organizational , Humans , Italy , Models, Economic , Models, Organizational , Policy Making , SloveniaABSTRACT
BACKGROUND: Illegal drug markets are shaped by multiple forces, including local actors and broader economic, political, social, and criminal justice systems that intertwine to impact health and social wellbeing. Ethnographic analyses that interrogate multiple dimensions of drug markets may offer both applied and theoretical insights into drug use, particularly in developing nations where new markets and local patterns of use traditionally have not been well understood. This paper explores the emergent drug market in Kisumu, western Kenya, where our research team recently documented evidence of injection drug use. METHODS: Our exploratory study of injection drug use was conducted in Kisumu from 2013 to 2014. We draw on 151 surveys, 29 in-depth interviews, and 8 months of ethnographic fieldwork to describe the drug market from the perspective of injectors, focusing on their perceptions of the market and reports of drug use therein. RESULTS: Injectors described a dynamic market in which the availability of drugs and proliferation of injection drug use have taken on growing importance in Kisumu. In addition to reports of white and brown forms of heroin and concerns about drug adulteration in the market, we unexpectedly documented widespread perceptions of cocaine availability and injection in Kisumu. Examining price data and socio-pharmacological experiences of cocaine injection left us with unconfirmed evidence of its existence, but opened further possibilities about how the chaos of new drug markets and diffusion of injection-related beliefs and practices may lend insight into the sociopolitical context of western Kenya. CONCLUSIONS: We suggest a need for expanded drug surveillance, education and programming responsive to local conditions, and further ethnographic inquiry into the social meanings of emergent drug markets in Kenya and across sub-Saharan Africa.
Subject(s)
Commerce/economics , Drug Trafficking/statistics & numerical data , Illicit Drugs/supply & distribution , Substance Abuse, Intravenous/epidemiology , Adult , Anthropology, Cultural , Cocaine/economics , Cocaine/supply & distribution , Data Collection , Drug Contamination , Drug Trafficking/economics , Female , Heroin/economics , Heroin/supply & distribution , Humans , Illicit Drugs/economics , Interviews as Topic , Kenya/epidemiology , Male , Young AdultABSTRACT
INTRODUCTION AND AIMS: Field studies have indicated a recent increase in heroin availability and use in France, and yet very little is known about the mechanisms underlying heroin retail prices. This paper offers a first attempt at identifying the determinants of heroin pricing, to measure quantity discounts and assess the influence of purity on street prices, while controlling for a geographical effect. DESIGN AND METHODS: Data on heroin samples were collected during 2011 in seven urban areas of metropolitan France. Ordinary least squares regression was used to model the associations between price, quantity, purity and other independent variables. RESULTS: Quantity remains the most influential variable on heroin pricing. We estimate that a 10% increase in the size of a transaction leads to a 2.3% decrease in the unit price. Assessed purity proved to be significant, although in modest proportion. Sociodemographic characteristics, such as gender, users' experience and relationships with dealers, proved to be insignificant. Heroin retail prices vary according to a geographical gradient related to the routes of entry and distribution. DISCUSSION AND CONCLUSIONS: As a credence good, heroin retail prices in France are affected by more than simply the traditional supply and demand relationship. The results of this study also underline the limitations of a quantitative framework and should be complemented by further ethnographic research to obtain an in-depth understanding of local markets. Policies should be designed to better take local disparities into account.[Lahaie E, Janssen E, Cadet-Taïrou A. Determinants of heroin retail prices in metropolitan France:Discounts, purity and local markets. Drug Alcohol Rev 2016;35:597-604].
Subject(s)
Commerce , Heroin/economics , France , Humans , Urban PopulationSubject(s)
Dentists , Heroin Dependence/diagnosis , Age Factors , Drug Trafficking , Drug and Narcotic Control , Heroin/economics , Heroin Dependence/prevention & control , Humans , Illicit Drugs/economics , Medical History Taking , Minnesota , Mouth Diseases/diagnosis , Narcotics/adverse effects , Prescription Drugs , Social Class , United StatesABSTRACT
Heroin overdose, more accurately termed 'heroin-related overdose' due to the frequent involvement of other drugs, is the leading cause of mortality among regular heroin users. (Degenhardt et al., 2010) Heroin injectors are at greater risk of hospital admission for heroin-related overdose (HOD) in the eastern United States where Colombian-sourced powder heroin is sold than in the western US where black 'tar' heroin predominates. (Unick et al., 2014) This paper examines under-researched influences on HOD, both fatal and non-fatal, using data from a qualitative study of injecting drug users of black tar heroin in San Francisco and powder heroin in Philadelphia Data were collected through in-depth, semi-structured interviews carried out in 2012 that were conducted against a background of longer-term participant-observation, ethnographic studies of drug users and dealers in Philadelphia (2007-12) and of users in San Francisco (1994-2007, 2012). Our findings suggest three types of previously unconsidered influences on overdose risk that arise both from structural socio-economic factors and from the physical properties of the heroin source-types: 1) retail market structure including information flow between users; 2) marketing techniques such as branding, free samples and pricing and 3) differences in the physical characteristics of the two major heroin source forms and how they affect injecting techniques and vascular health. Although chosen for their contrasting source-forms, we found that the two cities have contrasting dominant models of drug retailing: San Francisco respondents tended to buy through private dealers and Philadelphia respondents frequented an open-air street market where heroin is branded and free samples are distributed, although each city included both types of drug sales. These market structures and marketing techniques shape the availability of information regarding heroin potency and its dissemination among users who tend to seek out the strongest heroin available on a given day. The physical characteristics of these two source-types, the way they are prepared for injecting and their effects on vein health also differ markedly. The purpose of this paper is to examine some of the unexplored factors that may lead to heroin-related overdose in the United States and to generate hypotheses for further study.
Subject(s)
Drug Overdose/economics , Heroin/poisoning , Marketing , Anthropology, Cultural/methods , Drug Overdose/mortality , Drug Overdose/psychology , Drug Users/psychology , Female , Heroin/economics , Heroin Dependence , Humans , Male , Marketing/economics , Philadelphia , Qualitative Research , San Francisco , Substance Abuse, IntravenousSubject(s)
Biotechnology/legislation & jurisprudence , Drug Trafficking/legislation & jurisprudence , Drug Trafficking/prevention & control , Illicit Drugs/legislation & jurisprudence , Illicit Drugs/metabolism , Morphine/biosynthesis , Saccharomyces cerevisiae/metabolism , Government Regulation , Heroin/economics , Heroin/metabolism , Humans , Illicit Drugs/economics , Metabolic Engineering , Morphine/economics , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/isolation & purification , Synthetic Biology/legislation & jurisprudence , Thebaine/economics , Thebaine/metabolismABSTRACT
This paper reports estimates of the price elasticity of demand for heroin based on a newly constructed dataset. The dataset has two matched components concerning the same sample of regular heroin users: longitudinal information about real-world heroin demand (actual price and actual quantity at daily intervals for each heroin user in the sample) and experimental information about laboratory heroin demand (elicited by presenting the same heroin users with scenarios in a laboratory setting). Two empirical strategies are used to estimate the price elasticity of demand for heroin. The first strategy exploits the idiosyncratic variation in the price experienced by a heroin user over time that occurs in markets for illegal drugs. The second strategy exploits the experimentally induced variation in price experienced by a heroin user across experimental scenarios. Both empirical strategies result in the estimate that the conditional price elasticity of demand for heroin is approximately -0.80.
Subject(s)
Commerce , Heroin Dependence/economics , Heroin/economics , Adult , Female , Heroin/supply & distribution , Humans , Longitudinal Studies , Male , Middle Aged , United StatesABSTRACT
AIMS: Methamphetamine-related harms in Victoria have increased recently in the context of stable or declining use prevalence. We determine how changes in price and purity of methamphetamine compared to other drugs such as heroin may, in part, explain these divergent patterns. METHODS: Detailed methamphetamine and heroin purchase price data from 2152 participant interviews from the Melbourne Injecting Drug User cohort study were used to generate drug price series for the period January 2009-June 2013. Data on drug purity from 8818 seizures made within Victoria were used to generate drug purity series during the same period. Purity-adjusted price data for methamphetamine and heroin were obtained for the period 2009-13 by combining the two data sets. RESULTS: While the average purity of heroin seizures remained consistent and low, the average purity of powder and of crystal methamphetamine seizures increased from 12% [95% confidence interval (CI) = 10-14%] to 37% (95% CI = 20-54%) and 21% (95% CI = 18-23%) to 64% (95% CI = 60-68%), respectively. Crystal methamphetamine purity was bimodal, with observations generally less than 20% or greater than 70%. The average unadjusted price per gram for heroin decreased from $374 (95% CI = $367-381) to $294 (95% CI = $280-308), powder methamphetamine did not change significantly from $252 (95% CI = $233-271), and crystal methamphetamine increased substantially from $464 (95% CI = $416-511) in 2009 to $795 (95% CI = $737-853) in 2011. This increase was offset by an even greater increase in purity, meaning the average purity-adjusted price per gram declined. Furthermore, pure prices of both methamphetamine forms were similar, whereas their unadjusted prices were not. The pure price of heroin fluctuated with no ongoing trends. CONCLUSIONS: Decreases in methamphetamine purity-adjusted price along with the bimodality of crystal methamphetamine purity may account for some of the recent increase in methamphetamine-related harm. For a given amount spent, methamphetamine purchase power has increased and the presence of extreme purity variations may challenge individuals' control of consumption.
Subject(s)
Amphetamine-Related Disorders/epidemiology , Central Nervous System Stimulants/standards , Methamphetamine/standards , Amphetamine-Related Disorders/economics , Central Nervous System Stimulants/chemistry , Central Nervous System Stimulants/economics , Commerce/economics , Crime/legislation & jurisprudence , Drug Contamination/economics , Drug Contamination/statistics & numerical data , Heroin/chemistry , Heroin/economics , Heroin/standards , Humans , Methamphetamine/chemistry , Methamphetamine/economics , Prospective Studies , Victoria/epidemiologyABSTRACT
BACKGROUND: Various surveys now ask respondents to describe their most recent purchase of illicit drugs, as one mechanism through which market size can be estimated. This raises the question of whether issues surrounding the timing of survey administration might make a sample of most recent purchases differ from a random sample of all purchases. We investigate these issues through a series of questions which ask about the three most recent purchases, and about drug use. METHODS: Data were drawn from 688 respondents in the Melbourne Injecting Drug User Cohort Study across the period 2008-2013 and 2782 respondents to the Washington Cannabis Consumption Study in 2013. Responses to questions about the most recent purchases were compared to larger subsets of all recent purchases. RESULTS: For heroin, methamphetamine and cannabis no differences were found between the amount spent by participants on their most recent purchase and the average amount spent on three or more recent purchases. There were also no differences concerning the locations and types of deals, and the duration between consecutive cannabis purchases was the same for first and second most recent, and second and third most recent. CONCLUSIONS: Asking about the most recent purchase appears to be an economical way to learn about purchases more generally, with little evidence of substantial variation between the most recent purchase and other recent purchases reported by participants. In spite of consistent findings across our two surveys, further replication of the work reported in this paper involving other populations of users is warranted.
Subject(s)
Commerce , Drug Users , Illicit Drugs/economics , Marijuana Smoking/economics , Substance-Related Disorders/economics , Cannabis , Heroin/economics , Humans , Methamphetamine/economics , Surveys and QuestionnairesABSTRACT
BACKGROUND AND AIMS: Heroin-related overdose is linked to polydrug use, changes in physiological tolerance and social factors. Individual risk can also be influenced by the structural risk environment including the illicit drug market. We hypothesized that components of the US illicit drug market, specifically heroin source/type, price and purity, will have independent effects on the number of heroin-related overdose hospital admissions. METHODS: Yearly, from 1992 to 2008, Metropolitan Statistical Area (MSA) price and purity series were estimated from the US Drug Enforcement Administration data. Yearly heroin overdose hospitalizations were constructed from the Nationwide Inpatient Sample. Socio-demographic variables were constructed using several databases. Negative binomial models were used to estimate the effect of price, purity and source region of heroin on yearly hospital counts of heroin overdoses controlling for poverty, unemployment, crime, MSA socio-demographic characteristics and population size. RESULTS: Purity was not associated with heroin overdose, but each $100 decrease in the price per pure gram of heroin resulted in a 2.9% [95% confidence interval (CI) = 4.8%, 1.0%] increase in the number of heroin overdose hospitalizations (P = 0.003). Each 10% increase in the market share of Colombian-sourced heroin was associated with a 4.1% (95% CI = 1.7%, 6.6%) increase in number of overdoses reported in hospitals (P = 0.001) independent of heroin quality. CONCLUSIONS: Decreases in the price of pure heroin in the United States are associated with increased heroin-related overdose hospital admissions. Increases in market concentration of Colombian-source/type heroin is also associated with an increase in heroin-related overdose hospital admissions. Increases in US heroin-related overdose admissions appear to be related to structural changes in the US heroin market.