from one provider, and addictions services from another. Integrated treatment involves a seamless blending of interventions into a single coherent treatment package developed with a consistent philosophy and approach among care providers. With this approach, both disorders are considered primary. Integrated treatment can improve accessibility, service individualization, engagement in treatment, treatment compliance, mental health symptoms, and overall outcomes. The Substance Abuse and Mental Health Services Administration in the United States describes integrated treatment as being in the best interests or clients, programs, funders, and systems. Green suggested that treatment should be integrated, and a collaborative process between the treatment team and the patient. Furthermore, recovery should to be viewed as a marathon rather than a sprint, and methods and outcome goals should be explicit. A 2019 Cochrane meta-analysis that included 41 randomized controlled trials found no high-quality evidence in support of any one psycho-social intervention over standard care for outcomes such as remaining in treatment, reduction in substance use and/or improvement in global functioning and mental status. Theories of dual diagnosis There are a number of theories that explain the relationship between mental illness and substance use. Causality The causality theory suggests that certain types of substance use may causally lead to mental illness. There is strong evidence that using cannabis can produce psychotic and affective experiences. When it comes to persisting effects, there is a clear increase in incidence of psychotic outcomes in people who had used cannabis, even when they had used it only once. More frequent use of cannabis strongly augmented the risk for psychosis. The evidence for affective outcomes is less strong. However, this connection between cannabis and psychosis does not prove that cannabis causes psychotic disorders. The causality theory for cannabis has been challenged as despite explosive increases in cannabis consumption over the past 40 years in western society, the rate of schizophrenia (and psychosis in general) has remained relatively stable. Attention-deficit hyperactivity disorder One in four people who have a substance use disorder also have attention-deficit hyperactivity disorder, which makes the treatment of both conditions more difficult. ADHD is associated with an increased craving for drugs. Having ADHD makes it more likely that an individual will initiate substance misuse at a younger age than their peers. They are also more likely to experience poorer outcomes, such as longer time to remission, and to have increased psychiatric complications from substance misuse. While generally stimulant medications