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Podcast cover art for: Incentivizing recovery: Why contingency management works to treat addiction, with Lara Coughlin, PhD, and Michael McDonell, PhD
Speaking of Psychology
American Psychological Association·04/03/2026

Incentivizing recovery: Why contingency management works to treat addiction, with Lara Coughlin, PhD, and Michael McDonell, PhD

Contingency Management for Stimulant Addiction: Psychology of Rewards and Real-World Implementation

Contingency management (CM) uses immediate rewards to reinforce recovery-oriented behaviors in people with stimulant use disorders. This episode explains the core psychology behind CM, including operant conditioning and the critical role of immediacy, and it surveys the evidence base showing CM’s effectiveness not only for stimulants but also for nicotine and alcohol. Guests discuss how CM has been implemented in real-world systems—from the Veterans Health Administration to Medicaid waivers and tribal grants—and how recent policy changes, including increased incentive caps, could expand access. They also address combining CM with other treatments, the rise of virtual CM, and the remaining barriers to large-scale adoption, such as funding and regulatory concerns.

Overview and Core Concept

Contingency management (CM) is a behavioral treatment for substance-use disorders that ties objective abstinence outcomes to tangible rewards. Developed from operant conditioning, CM leverages immediate reinforcement to counteract the powerful pull of drugs. In CM, negative drug tests (such as urine tests) lead to practical incentives like gift cards or small sums of money. The immediacy of the reward is essential; waiting weeks or months to receive reinforcement dramatically reduces the impact on behavior. As Dr. Lara Coughlin explains, the reward need not be large to be effective when delivered promptly, because for many people, the immediate option is a concrete, non-drug reward that competes with the pull of the substance.

"immediacy, not telling someone, Hey, you can get $10 in a year. That is not nearly potent enough to change immediate behavior, but you can get $10 today, and that is really meaningful to a lot of people" - Dr. Lara Coughlin

Psychological Mechanisms and Evidence

The intervention operates at the intersection of behavioral economics and psychology. CM works because immediate reinforcers counterbalance the reinforcing effects of drug use, helping to establish abstinence as a rewarding behavior. Dr. McDonald highlights a series of classic studies demonstrating that modest immediate rewards can sway decisions away from drug use, such as choosing a small monetary reward over a line of cocaine when faced with a choice in a controlled setting. This body of work has been extended to multiple substances, including nicotine and alcohol, and across diverse populations. CM is not a stand-alone therapy in all cases; rather, it often enhances outcomes when combined with other evidence-based treatments, including pharmacotherapies for opioid use disorder and cognitive-behavioral strategies.

"a small amount of money that could help a person make a decision around their substance use" - Dr. Michael McDonald

Real-World Dose, Duration, and Outcomes

In practical terms, CM programs typically deliver reinforcement for a series of negative tests over a period of 3 to 6 months. The modality requires an adequate incentive dose and sustained delivery to maintain effectiveness beyond trial conditions. A key policy shift that affects real-world use is SAMHSA's increase of the incentive cap to $750 per patient per year, which brings CM closer to the dose researchers consider necessary for robust effects. CM programs have historically been more common in the VA system, with expanding adoption through Medicaid waivers and tribal funding streams. In the VA, CM has been associated with reduced mortality for stimulant use disorder and fewer overdose deaths over follow-up periods, illustrating the life-saving potential of scalable CM approaches when implemented within large health systems.

"mortality was reduced about 40% in people who had a stimulant use disorder who received contingency management in the VA system" - Dr. (name not specified in transcript)

Access, Equity, and Barriers to Scale

Despite the compelling evidence, CM adoption in the wider healthcare system has faced hurdles beyond the evidence base. Policy and funding are major bottlenecks; until recently, there was no universal billing code for CM, and regulatory concerns around Medicaid fraud investigations complicated implementation outside VA. The SAMHSA advisory and grant mechanisms are helping to shift the policy landscape, but substantial work remains to ensure CM is accessible to people with stimulant use disorders who face barriers such as transportation, childcare, and stigma. The conversation also emphasizes the need for dedicated champions within clinics and health departments to drive adoption at state and local levels.

"the regulatory barrier was the biggest challenge... people do not want to be subject to a Medicaid fraud investigation" - Dr. Lara Coughlin

Digital Contingency Management and Access Beyond the Clinic

CM can be delivered remotely, and recent work has explored virtual CM using home-based testing and digital incentives. The pandemic accelerated interest in digital CM models, including supervised blood-based biomarkers and remote CO monitoring for smoking cessation. Digital CM holds promise for reaching populations that find in-person clinics stigmatizing or inaccessible, such as people in rural areas or those with inconsistent transportation. The conversation also notes that maintaining human interaction with clinicians or coaches remains important for sustaining motivation and engagement, even in digital formats.

"There is definitely a space for digital contingency management" - Dr. Lara Coughlin

CM Across Disorders and Integration with Other Treatments

CM is effective for stimulant use disorder and can complement other treatments, including medications for opioid use disorder and cognitive-behavioral therapy. When combined with pharmacotherapy, CM often yields better outcomes than either approach alone, and when used with CBT, it can enhance skills for stress management and cognitive restructuring. There is growing interest in applying CM to alcohol and tobacco use, with biomarkers (like ETG for alcohol and breath CO for smoking) enabling objective monitoring and timely reinforcement. The key principle is that CM should be integrated as part of a comprehensive treatment plan rather than deployed in isolation.

"CM can be offered on its own and doesn't require also providing psychotherapy, for example, like cognitive behavioral therapy" - Dr. (name not specified in transcript)

What’s Next: Building a Scalable, Trustworthy CM Ecosystem

The episode closes with a pragmatic outlook: scale CM through policy accommodations, payer engagement, and innovative delivery models. The field is moving toward population-level implementation, digital interfaces with clinician support, and broader education to overcome stigma about paying people to stop using drugs. The ultimate aim is to make CM a routine component of addiction care, accessible to all who could benefit, and to demonstrate its life-saving potential in real-world settings beyond research trials.