Implementing Motivational Interviewing for Substance Misuse on Medical Inpatient Units: a Randomized Controlled Trial.

BACKGROUND: General medical hospitals provide care for a disproportionate share of patients who misuse substances. Hospitalization provides a unique opportunity to identify and motivate patients to address their substance misuse. OBJECTIVE: To determine the effectiveness of three strategies for implementing motivational interviewing for substance misuse with general medical inpatients. DESIGN: Type 3 hybrid effectiveness-implementation randomized controlled trial (Clinical Trials.gov: NCT01825057). PARTICIPANTS: Thirty-eight providers (physicians, physician assistants, nurses) from 13 general medical inpatient services, and 1173 of their patients admitted to an academically affiliated acute care hospital. INTERVENTIONS: Implementation strategies included (1) a continuing medical education workshop on detection of substance misuse and provision of a motivational interview; (2) workshop plus bedside supervision (apprenticeship condition); and (3) a workshop plus ability to place a medical order for an interview from a consultation-liaison service (consult condition). MAIN MEASURES: Primary outcomes were the percentage of study-eligible patients who received an interview for substance misuse and the integrity (adherence, competence) of the interviews. The secondary outcome was the percent of patient statements within the interviews that indicated motivation for reducing substance misuse. KEY RESULTS: 20.5% of patients in the consult condition received an interview, compared to 0.8% (Hedge's g = 1.49) and 3.0% (Hedge's g = 1.26) in the respective workshop only and apprenticeship conditions (p < 0.001). Motivational interviews in the consult condition were performed with more fundamental motivational interviewing adherence and competence than the other conditions. Most statements made by patients during the interviews favored reducing substance misuse, with no differences between conditions. CONCLUSIONS: Providers' ability to place an order to have experts from the consultation-liaison service deliver a motivational interview was a more effective implementation strategy than a workshop or apprenticeship method for ensuring motivational interviewing is available to medical inpatients who misuse substances. TRIAL REGISTRY: NCT01825057.

A randomized controlled trial of screening and brief interventions for substance misuse in reproductive health.

BACKGROUND: Screening, brief intervention, and referral to treatment may reduce substance misuse but has received minimal study among women who are treated in reproductive health settings. OBJECTIVE: The purpose of this study was to determine whether "screening, brief intervention and referral to treatment" that is delivered either electronically or by clinician are more effective than enhanced usual care in decreasing days of primary substance use. STUDY DESIGN: Women from 2 reproductive centers who smoked cigarettes or misused alcohol, illicit drugs, or prescription medication were allocated randomly to "screening, brief intervention and referral to treatment" delivered electronically or by clinician or to enhanced usual care. Assessments were completed at baseline and at 1-, 3-, and 6-months after a baseline has been established. Coprimary outcomes were days/months of primary substance use and postintervention treatment use. A sample size of 660 women was planned; randomization was stratified by primary substance use and pregnancy status. "Screening, brief intervention and referral to treatment" groups were compared with enhanced usual care groups with the use of generalized estimation equations, and effect sizes were calculated with the use of Cohen's d. RESULTS: Between September 2011 and January 2015, women were assigned randomly to a group: 143 women (16.8% pregnant) in the electronic-delivered "screening, brief intervention and referral to treatment" group, 145 women (18.6% pregnant) in the clinician-delivered "screening, brief intervention and referral to treatment" group, and 151 women (19.2% pregnant) in the enhanced usual care group; the retention was >84%. Based on the generalized estimating equations model, predicted mean days per month of use at baseline for primary substance were 23.9 days (95% confidence interval, 22.4-25.5) for the electronic-delivered group, 22.8 days (95% confidence interval, 21.4-24.3) for the clinician-delivered group, and 23.5 days (95% confidence interval, 22.2, 24.9) for enhanced usual care, which respectively declined to 20.5 days (95% confidence interval, 19.0-22.2), 19.8 days (95% confidence interval,18.5-21.3), and 21.9 days (95% confidence interval, 20.7-23.1) at 1 month; 16.9 days (95% confidence interval, 15.0-19.0), 16.6 days (95% confidence interval, 14.8-18.6), and 19.5 days (95% confidence interval, 18.1-21.1) at 3 months; and 16.3 days (95% confidence interval, 14.3-18.7), 16.3 days (95% confidence interval, 14.4-18.5), and 17.9 days (95% confidence interval, 16.1-19.9) at 6 months. Estimated declines were greater in the electronic-delivered group (ß [standard error]=-0.090[0.034]; P=.008; Cohen's d, 0.19 at 1 month, 0.30 at 3 months, and 0.17 at 6 months) and the clinician-delivered group (ß [standard error]=-0.078[0.037]; P=.038; Cohen's d, 0.17 at 1 month, 0.22 at 3 months, and 0.06 at 6 months) compared with enhanced usual care. Treatment use did not differ between groups. CONCLUSION: "Screening, brief intervention and referral to treatment" significantly decreased days of primary substance use among women in reproductive healthcare centers; neither resulted in more treatment use than enhanced usual care.

Most recent, modal, or median heroin purchase: Does it matter when estimating market size?

BACKGROUND: Assessing the size of illicit drug markets is an important activity of many government agencies; however, the expenditure-based method for estimating market size relies on the relatively untested assumption that the cash value of the most recent purchase is representative of the average purchase amount. Using panel data, we test the representativeness of the most recent, modal and median purchase compared to the average purchase amount. METHODS: Data were drawn from a prior study that collected daily transaction-level purchase data from a sample of 120 people who were using heroin regularly. The same study participants completed two distinct two-week waves of data collection, separated by six months. T-tests and bootstrapping were used to detect differences within each wave between the average cash value of participant heroin purchases and the cash value of their most recent, modal and median heroin purchases. RESULTS: In both waves, we found (a) no evidence that the expected value of the most recent purchase differs from the expected value of the average purchase, and (b) the expected values of the modal and median purchases are smaller than the expected value of the average purchase. These results imply that estimates of total market size based on the modal or median purchase will suffer from a significant downward bias, but that estimates based on the most recent purchase will be unbiased. CONCLUSIONS: We provide evidence in support of using the most recent (but not the modal or the median) purchase to estimate market size for heroin.

Economic Evaluation of a Crisis Residential Program.

This study assessed the cost savings to the local health care system from using a 16-bed crisis residential facility (the Inn) in Austin, Texas, instead of hospitalization, for individuals with acute psychiatric illness (N=1,364) during FY2017-FY2019. Health service utilization data were obtained from the provider and Central Texas's regional health information exchange. Unit cost data were obtained from the provider, Austin State Hospital, the Healthcare Cost and Utilization Project, and the Medical Expenditure Panel Survey. Results indicated that the Inn saved the health care system up to $2.8 million annually. Future work can use these findings to improve the efficiency and effectiveness of the mental health care system.

The short-term impact on economic outcomes of SBIRT interventions implemented in reproductive health care settings.

OBJECTIVE: To estimate the impact of screening, brief intervention, and referral to treatment (SBIRT) administered in reproductive health care settings on a variety of economic outcomes, including general health care utilization, criminal activity, and motor vehicle crashes. Whether and by how much SBIRT affects economic outcomes are important unanswered questions related to the economic impact of this technique. METHODS: We collected data as part of a randomized clinical trial that examined whether SBIRT delivered electronically (e-SBIRT) or by a clinician (SBIRT) is superior to enhanced usual care (EUC) for substance misuse. Participants were a convenience sample of 439 women from two reproductive health care centers who used cigarettes, risky amounts of alcohol, illicit drugs, or misused prescription medication. For each participant, we measured economic outcomes by self-report 6 months pre- and post-intervention. We used difference-in-differences regression models to estimate the impact of e-SBIRT and SBIRT, compared to EUC, on changes in each of the economic outcomes from pre- to post-intervention. RESULTS: None of the difference-in-differences estimates weas statistically significant after adjusting for multiple comparisons. CONCLUSION: In a population of women receiving routine care in reproductive health care settings, we did not find a significant effect of either e-SBIRT or SBIRT, compared to EUC, on general health care utilization, criminal activity, or motor vehicle outcomes. However, individual trials are typically underpowered to detect effects that are small but important from a public health perspective. These results may be crucial for future systematic reviews and meta-analyses to determine the economic impact of SBIRT programs from a variety of perspectives.

Abstinence outcomes among women in reproductive health centers administered clinician or electronic brief interventions.

Treatment of substance use in women seeking reproductive healthcare is crucial for the health of both women and their offspring. Although abstinence from all substance use during pregnancy is optimal, it is difficult to achieve. This secondary analysis reports abstinence outcomes from a randomized clinical trial of screening, brief intervention, and referral to treatment (SBIRT) for substance use among women seeking reproductive healthcare services. Women who screened positive for substance use were randomly assigned to either clinician-administered SBIRT, an electronically-administered brief intervention (e-SBIRT), or an enhanced usual care condition. At a 6-month follow-up assessment, compared to enhanced usual care, the clinician-administered SBIRT increased 1-month point prevalence of abstinence from the primary substance by 7.7%, and e-SBIRT increased abstinence by 12.8%. Both brief interventions were more useful than enhanced usual care and could increase substance use abstinence rates among women in reproductive healthcare clinics. The electronic brief intervention is particularly attractive given that it appears as efficacious as, but requires fewer resources than, clinician-delivered brief interventions.

Cost and cost-effectiveness of three strategies for implementing motivational interviewing for substance misuse on medical inpatient units.

BACKGROUND: This study conducted cost and cost-effectiveness analyses of three strategies for implementing motivational interviewing for substance misuse on general medical inpatient units: workshop, apprenticeship, and consult. METHODS: The economic analyses were conducted prospectively alongside a type 3 hybrid effectiveness-implementation randomized trial comprising 38 medical providers, 1173 inpatients, and four consultation-liaison motivational interviewing experts. The trial took place in a university affiliated teaching hospital in New Haven, CT, USA. After completing a 1-day workshop on motivational interviewing, providers were randomized to conditions. The primary outcome measure was the number of study-eligible patients who received a motivational interview. The economic analyses included the costs of both start-up and on-going activities in each condition. Incremental cost-effectiveness ratios were used to determine cost effectiveness. Results are presented from the healthcare provider (i.e., hospital) perspective in 2018 US dollars. RESULTS: The total cost per patient receiving a motivational interview averaged $804.53, $606.52, and $185.65 for workshop, apprenticeship, and consult, respectively. Workshop and apprenticeship were extended dominated by the combination of consult and doing nothing. Doing nothing is cost effective when the willingness-to-pay for an additional patient receiving a motivational interview is less than $185.65, and consult is cost-effective when the willingness-to-pay for an additional patient receiving a motivational interview is greater than $185.65. CONCLUSIONS: Given that typical reimbursements for brief intervention services for substance misuse are $35-$65, none of the three implementation strategies is likely to be economically viable from the healthcare provider perspective.

Cost-effectiveness of individual versus group female-specific cognitive behavioral therapy for alcohol use disorder.

OBJECTIVE: To determine the relative cost-effectiveness of individual female-specific cognitive behavioral therapy (I-FS-CBT) versus group female-specific cognitive behavioral therapy (G-FS-CBT). METHODS: This cost-effectiveness study is based on a randomized controlled trial in which 155 women seeking treatment for alcohol use disorder at an academic outpatient clinic were randomized to 12 manual-guided sessions of I-FS-CBT (n = 75) or G-FS-CBT (n = 80). The primary patient outcomes were the number of drinking days and the number of heavy drinking days during the 12-week treatment and 1-year follow-up periods. All cost data (including resource utilizations) were collected prospectively alongside the trial. Incremental cost-effectiveness ratios and cost-effectiveness acceptability curves were used to determine the cost-effectiveness of I-FS-CBT relative to G-FS-CBT. Results are presented from the provider perspective. RESULTS: During the 12-week treatment period, G-FS-CBT is likely to be cost-effective when the threshold value to decision-makers of one fewer drinking day (or one fewer day of heavy drinking) is less than $141 (or $258), and I-FS-CBT is likely to be cost-effective if the threshold is greater than $141 (or $258). During the 1-year follow-up period, G-FS-CBT is likely to be cost-effective when the threshold value to decision-makers of one fewer drinking day (or one fewer day of heavy drinking) is less than $54 (or $169), and I-FS-CBT is likely to be cost-effective if the threshold is greater than $54 (or $169). The results are robust to sensitivity analyses on several key cost parameters. CONCLUSIONS: Compared to I-FS-CBT, G-FS-CBT holds promise as a cost-effective approach, in both the short run and the long run, for improving drinking outcomes of women with alcohol use disorder.

Cost-effectiveness of electronic- and clinician-delivered screening, brief intervention and referral to treatment for women in reproductive health centers.

AIMS: To determine the cost-effectiveness of electronic- and clinician-delivered SBIRT (Screening, Brief Intervention and Referral to Treatment) for reducing primary substance use among women treated in reproductive health centers. DESIGN: Cost-effectiveness analysis based on a randomized controlled trial. SETTING: New Haven, CT, USA. PARTICIPANTS: A convenience sample of 439 women seeking routine care in reproductive health centers who used cigarettes, risky amounts of alcohol, illicit drugs or misused prescription medication. INTERVENTIONS: Participants were randomized to enhanced usual care (EUC, n = 151), electronic-delivered SBIRT (e-SBIRT, n = 143) or clinician-delivered SBIRT (SBIRT, n = 145). MEASUREMENTS: The primary outcome was days of primary substance abstinence during the 6-month follow-up period. To account for the possibility that patients might substitute a different drug for their primary substance during the 6-month follow-up period, we also considered the number of days of abstinence from all substances. Incremental cost-effectiveness ratios and cost-effectiveness acceptability curves determined the relative cost-effectiveness of the three conditions from both the clinic and patient perspectives. FINDINGS: From a health-care provider perspective, e-SBIRT is likely (with probability greater than 0.5) to be cost-effective for any willingness-to-pay value for an additional day of primary-substance abstinence and an additional day of all-substance abstinence. From a patient perspective, EUC is most likely to be the cost-effective intervention when the willingness to pay for an additional day of abstinence (both primary-substance and all-substance) is less than $0.18 and e-SBIRT is most likely to be the cost-effective intervention when the willingness to pay for an additional day of abstinence (both primary-substance and all-substance) is greater than $0.18. CONCLUSIONS: e-SBIRT could be a cost-effective approach, from both health-care provider and patient perspectives, for use in reproductive health centers to help women reduce substance misuse.

Cost-effectiveness of prize-based contingency management in methadone maintenance treatment programs.

AIM: To determine if prize-based contingency management (CM), which has been shown to improve treatment outcomes over usual care (UC) alone, is cost-effective. DESIGN: A cost-effectiveness study of a multi-site clinical trial. Data on the outcome measures came from the original effectiveness trial. Cost data were gathered by clinic survey specifically for this cost-effectiveness analysis. SETTING: Six methadone maintenance community clinics participating in the National Drug Abuse Treatment Clinical Trials Network. PARTICIPANTS: Participants were recruited from six methadone maintenance community treatment programs. The study sample consisted of 388 participants: 190 in the UC condition and 198 in the CM condition. Participants were randomized at each site to either the UC or the CM condition based on the presence of stimulants (cocaine, amphetamine or methamphetamine) and opioids in their baseline urine sample. INTERVENTION: Prize-based contingency management added to usual care. MEASUREMENTS: Longest duration of abstinence (LDA), number of stimulant-negative urine samples and costs of treatment. FINDINGS: Compared to usual care, the incremental cost of using prize-based CM to lengthen the LDA by 1 week was $141 [95% confidence interval (CI), $105-$193]. The incremental cost to obtain an additional stimulant-negative urine sample was $70 (95% CI, $53-$117). CONCLUSIONS: By comparing this study to a companion study, we found that adding prize-based CM to usual care may be more cost-effective in methadone maintenance clinics than in counseling-based drug-free clinics.

The cost-effectiveness of four treatments for marijuana dependence.

AIM: To analyze data from a randomized clinical trial to determine the cost-effectiveness of using contingency management (CM) and motivational/skills building therapy (motivational enhancement therapy/cognitive-behavioral therapy: MET/CBT) to treat young adults with marijuana dependence. PARTICIPANTS, DESIGN AND MEASUREMENTS: A total of 136 marijuana-dependent young adults, all referred by the criminal justice system, were randomized to one of four treatment conditions: MET/CBT with CM, MET/CBT without CM, drug counseling (DC) with CM and DC without CM. Patient outcome measures include the longest duration of confirmed marijuana abstinence (LDA) during treatment and the total number of marijuana-free urine specimens provided during treatment. Costs were collected retrospectively from the provider and include the costs of therapy, patient drug testing, and those associated with the incentives component (value of vouchers, time to administer the voucher system). SETTING: Out-patient substance abuse clinic in New Haven, Connecticut, USA. FINDINGS: Which treatment is the most cost-effective depends on the threshold values of an additional week of LDA or an additional marijuana-free urine specimen. For example, the most effective treatment, MET/CBT with CM, was also the most cost-effective treatment at the highest threshold values, while the least effective treatment, DC, was the most cost-effective at the lowest values. Because consensus threshold values for these patient outcomes do not exist, results are presented showing the ranges of values over which each treatment would be considered cost-effective compared to the others. Acceptability curves are presented to show the decision uncertainty associated with these ranges. The results are shown to be robust to (i) sensitivity analyses on several key cost parameters and (ii) patient outcomes measured during the 6-month follow-up period. CONCLUSIONS: This study uses incremental cost-effectiveness ratios and acceptability curves to shed light on the relative cost-effectiveness of four interventions for treating young adults with marijuana dependence. Given the relatively small and specialized nature of our study sample, and the fact that we examined a CM procedure with a single reinforcement schedule, additional studies are warranted to determine the reliability and generalizability of our results both to alternative marijuana-using populations and to CM procedures with alternative incentive parameters. Nevertheless, the relative durability of effects of MET/CBT compared to DC through the 6-month follow-up, and its cost-effectiveness over a comparatively wide range of threshold values, underscores the promise of this approach.

Cost-effectiveness of prize-based incentives for stimulant abusers in outpatient psychosocial treatment programs.

OBJECTIVE: To evaluate the cost-effectiveness of a prize-based intervention as an addition to usual care for stimulant abusers. METHODS: This cost-effectiveness analysis is based on a randomized clinical trial implemented within the National Drug Abuse Treatment Clinical Trials Network. The trial was conducted at eight community-based outpatient psychosocial drug abuse treatment clinics. Four hundred and fifteen stimulant abusers were assigned to usual care (N=206) or usual care plus abstinence-based incentives (N=209) for 12 weeks. Participants randomized to the incentive condition earned the chance to draw for prizes for submitting substance negative samples; the number of draws earned increased with continuous abstinence time. Incremental cost-effectiveness ratios were estimated to compare prize-based incentives relative to usual care. The primary patient outcome was longest duration of confirmed stimulant abstinence (LDA). Unit costs were obtained via surveys administered at the eight participating clinics. Resource utilizations and patient outcomes were obtained from the clinical trial. Acceptability curves are presented to illustrate the uncertainty due to the sample and to provide policy relevant information. RESULTS: The incremental cost to lengthen the LDA by 1 week was 258 US dollars (95% confidence interval, 191-401 US dollars). Sensitivity analyses on several key parameters show that this value ranges from 163 to 269 US dollars. CONCLUSIONS: Compared with the usual care group, the incentive group had significantly longer LDAs and significantly higher costs.

Contingency management treatment in cocaine using methadone maintained patients with and without legal problems.

BACKGROUND: Legal difficulties and cocaine use are prevalent in methadone maintenance patients, and they are related to one another, as well as to poor response to methadone treatment. Contingency management (CM) is efficacious for decreasing cocaine use, but the relation of CM treatment to criminal activities has rarely been studied. METHODS: This study evaluated whether baseline legal problems are related to subsequent substance use and illegal activities for cocaine using methadone maintained patients and whether CM differentially improves outcomes depending on baseline legal problems. Using data from four randomized CM trials (N=323), we compared methadone maintained patients with legal problems at the start of study participation to those without initial legal problems. RESULTS: Overall, the addition of CM to standard methadone care improved substance use outcomes regardless of initial legal problems. Endorsement of legal problems within 30days of study initiation was associated with reduced proportion of negative samples submitted during the 12-week treatment period. A significant interaction effect of baseline legal problems and treatment condition was present for subsequent self-reports of illegal activities. Those with baseline legal problems who were assigned to CM had reduced self-reports of reengagement in illegal activity throughout a six month follow-up compared to their counterparts randomized to standard care. CONCLUSIONS: Adding CM to methadone treatment improves substance use outcomes and reduces subsequent illegal activity in cocaine-using methadone patients with legal problems.

Contingency management treatment for substance use disorders: How far has it come, and where does it need to go?

Contingency management (CM) interventions consistently improve substance abuse treatment outcomes, yet CM remains a highly controversial intervention and is rarely implemented in practice settings. This article briefly outlines the evidence base of CM and then describes 4 of the most often-cited concerns about it: philosophical, motivational, durability, and economic. Data supporting and refuting each of these issues are reviewed. The article concludes with suggestions to address these matters and other important areas for CM research and implementation, with the aims of improving uptake of this efficacious intervention in practice settings and outcomes of patients with substance use disorders. (PsycINFO Database Record

The Effectiveness and Cost of Clinical Supervision for Motivational Interviewing: A Randomized Controlled Trial.

The effectiveness of a competency-based supervision approach called Motivational Interviewing Assessment: Supervisory Tools for Enhancing Proficiency (MIA: STEP) was compared to supervision-as-usual (SAU) for increasing clinicians' motivational interviewing (MI) adherence and competence and client retention and primary substance abstinence in a multisite hybrid type 2 effectiveness-implementation randomized controlled trial. Participants were 66 clinicians and 450 clients within one of eleven outpatient substance abuse programs. An independent evaluation of audio recorded supervision sessions indicated that MIA: STEP and SAU were highly and comparably discriminable across sites. While clinicians in both supervision conditions improved their MI performance, clinician supervised with MIA: STEP, compared to those in SAU, showed significantly greater increases in the competency in which they used fundamental and advanced MI strategies when using MI across seven intakes through a 16-week follow-up. There were no retention or substance use differences among the clients seen by clinicians in MIA: STEP or SAU. MIA: STEP was substantially more expensive to deliver than SAU. Innovative alternatives to resource-intensive competency-based supervision approaches such as MIA: STEP are needed to promote the implementation of evidence-based practices.

Does the impact of managed care on substance abuse treatment services vary by provider profit status?

OBJECTIVE: To extend our previous research by determining whether, and how, the impact of managed care (MC) on substance abuse treatment (SAT) services differs by facility ownership. DATA SOURCES: The 2000 National Survey of Substance Abuse Treatment Services, which is designed to collect data on service offerings and other characteristics of SAT facilities in the U.S. These data are merged with data from the 2002 Area Resource File, a county-specific database containing information on population and MC activity. We use data on 10,513 facilities, virtually a census of all SAT facilities. STUDY DESIGN: For each facility ownership type (for-profit [FP], not-for-profit [NFP], public), we estimate the impact of MC on the number and types of SAT services offered. We use instrumental variables techniques that account for possible endogeneity between facilities' involvement in MC and service offerings. PRINCIPAL FINDINGS: We find that the impact of MC on SAT service offerings differs in magnitude and direction by facility ownership. On average, MC causes FPs to offer approximately four additional services, causes publics to offer approximately four fewer services, and has no impact on the number of services offered by NFPs. The differential impact of MC on FPs and publics appears to be concentrated in therapy/counseling, medical testing, and transitional services. CONCLUSION: Our findings raise policy concerns that MC may reduce the quality of care provided by public SAT facilities by limiting the range of services offered. On the other hand, we find that FP clinics increase their range of services. One explanation is that MC results in standardization of service offerings across facilities of different ownership type. Further research is needed to better understand both the specific mechanisms of MC on SAT and the net impact on society.

What are the correlates of substance abuse treatment counselor salaries?

This article identifies and measures the key correlates of substance abuse treatment (SAT) counselor salaries. The data come from the 2002-2003 wave of the National Treatment Center Study that consists of approximately 1,500 full-time counselors from nationally representative samples of public and private SAT facilities. We used interval regression models to estimate the relationship between annual salary and numerous counselor and organizational characteristics. We found that counselor characteristics associated with annual salary include education, tenure in the SAT field, licensure, race, recovery status, and administrative responsibilities above and beyond duties as a full-time counselor. Organizational characteristics associated with counselor salary include accreditation status, hospital ownership, and the population density of the county where the facility is located. Taken together, these factors explain approximately 50% of the total variation in SAT counselor salaries.

Managed Care's Dual Impact on Outpatient Substance Abuse Treatment: Methadone Maintenance vs. Drug Free.

The number and type of services offered at substance abuse treatment (SAT) facilities are important aspects of the quality of care. Managed care (MC) is a growing presence in SAT and has been shown to affect the provision of treatment. We expand on earlier work and examine the impact of managed care on the number and type of services offered by methadone maintenance (MM) and drug-free (DF) outpatient treatment facilities. We use the econometric technique of instrumental variables to address the issue of endogeneity of MC and service offerings, thereby allowing a causal interpretation of results. Using data from the 2000 National Survey of Substance Abuse Treatment Services, we find that MC significantly increases the total number of services offered in MM outpatient facilities by four, yet decreases the number by two in DF outpatient facilities. We also show how the impact on specific services differs by modality and provide explanations for our findings.

The price elasticity of demand for heroin: Matched longitudinal and experimental evidence.

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.