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1.
JAMA Oncol ; 9(2): 206-214, 2023 02 01.
Article in English | MEDLINE | ID: mdl-36454553

ABSTRACT

Importance: The past decade saw rapid declines in opioids dispensed to patients with active cancer, with a concurrent increase in marijuana use among cancer survivors possibly associated with state medical marijuana legalization. Objective: To assess the associations between medical marijuana legalization and opioid-related and pain-related outcomes for adult patients receiving cancer treatment. Design, Setting, and Participants: This cross-sectional study used 2012 to 2017 national commercial claims data and a difference-in-differences design to estimate the associations of interest for patients residing in 34 states without medical marijuana legalization by January 1, 2012. Secondary analysis differentiated between medical marijuana legalization with and without legal allowances for retail dispensaries. Data analysis was conducted between December 2021 and August 2022. Study samples included privately insured patients aged 18 to 64 years who received anticancer treatment during the 6 months after a new breast (in women), colorectal, or lung cancer diagnosis. Exposures: State medical marijuana legalization that took effect between 2012 and 2017. Main Outcomes and Measures: Having 1 or more days of opioids, 1 or more days of long-acting opioids, total morphine milligram equivalents of any opioid dispensed to patients with 1 or more opioid days, and 1 or more pain-related emergency department visits or hospitalizations (hereafter, hospital events) during the 6 months after a new cancer diagnosis. Interaction terms were included between each policy indicator and an indicator of recent opioids, defined as having 1 or more opioid prescriptions during the 12 months before the new cancer diagnosis. Logistic models were estimated for dichotomous outcomes, and generalized linear models were estimated for morphine milligram equivalents. Results: The analysis included 38 189 patients newly diagnosed with breast cancer (38 189 women [100%]), 12 816 with colorectal cancer (7100 men [55.4%]), and 7190 with lung cancer (3674 women [51.1%]). Medical marijuana legalization was associated with a reduction in the rate of 1 or more opioid days from 90.1% to 84.4% (difference, 5.6 [95% CI, 2.2-9.0] percentage points; P = .001) among patients with breast cancer with recent opioids, from 89.4% to 84.4% (difference, 4.9 [95% CI, 0.5-9.4] percentage points; P = .03) among patients with colorectal cancer with recent opioids, and from 33.8% to 27.2% (difference, 6.5 [95% CI, 1.2-11.9] percentage points; P = .02) among patients with lung cancer without recent opioids. Medical marijuana legalization was associated with a reduction in the rate of 1 or more pain-related hospital events from 19.3% to 13.0% (difference, 6.3 [95% CI, 0.7-12.0] percentage points; P = .03) among patients with lung cancer with recent opioids. Conclusions and Relevance: Findings of this cross-sectional study suggest that medical marijuana legalization implemented from 2012 to 2017 was associated with a lower rate of opioid dispensing and pain-related hospital events among some adults receiving treatment for newly diagnosed cancer. The nature of these associations and their implications for patient safety and quality of life need to be further investigated.


Subject(s)
Breast Neoplasms , Colorectal Neoplasms , Lung Neoplasms , Medical Marijuana , Adult , Male , Humans , Female , United States/epidemiology , Analgesics, Opioid/therapeutic use , Medical Marijuana/adverse effects , Cross-Sectional Studies , Quality of Life , Pain/drug therapy , Pain/etiology , Morphine Derivatives , Practice Patterns, Physicians'
2.
Addiction ; 114(9): 1593-1601, 2019 09.
Article in English | MEDLINE | ID: mdl-31106499

ABSTRACT

BACKGROUND AND AIMS: Between 2002 and 2014, past-month marijuana use among pregnant women in the United States increased 62%, nearly twice the growth of the general population. This growth coincides with the proliferation of state medical marijuana laws (MMLs) authorizing physicians to recommend marijuana for approved conditions. We estimated the association between MMLs and substance use treatment utilization among pregnant and non-pregnant women of reproductive age. We also examined whether the association varied across MML provisions, age groups and treatment referral sources to clarify potential pathways. DESIGN: Nation-wide administrative data from the 2002-14 Treatment Episodes Data Set Admissions, and a difference-in-differences design that exploited the staggered implementation of MMLs to compare changes in outcomes before and after implementation between MML and non-MML states. SETTING: Twenty-one MML and 27 non-MML US states. PARTICIPANTS: Pregnant and non-pregnant women aged 12-49 admitted to publicly funded specialty substance use treatment facilities. MEASUREMENTS: The primary outcome variable was the number of treatment admissions per 100 000 women aged 12-49, aggregated at the state-year level (n = 606). Admissions for marijuana, alcohol, cocaine and opioids were considered. The primary independent variable was an indicator of MML implementation in a state. FINDINGS: Among pregnant women, the rate of marijuana treatment admissions increased by 4.69 [95% confidence interval (CI) = 1.32, 8.06] in MML states relative to non-MML states. This growth was accompanied by increases in treatment admissions involving alcohol (ß = 3.19; 95% CI = 0.97, 5.410 and cocaine (ß = 2.56; 95% CI = 0.34, 4.79), was specific to adults (ß = 5.50; 95% CI = 1.52, 9.47) and was largest in states granting legal protection for marijuana dispensaries (ß = 6.37; 95% CI = -0.97, 13.70). There was no statistically significant association between MMLs and treatment admissions by non-pregnant women. CONCLUSIONS: Medical marijuana law implementation in US states has been associated with greater substance use treatment utilization by pregnant adult women, especially in states with legally protected dispensaries.


Subject(s)
Legislation, Drug/statistics & numerical data , Medical Marijuana , Pregnancy Complications/therapy , Substance-Related Disorders/therapy , Adolescent , Adult , Alcoholism/epidemiology , Alcoholism/therapy , Case-Control Studies , Child , Cocaine-Related Disorders/epidemiology , Cocaine-Related Disorders/therapy , Female , Heroin Dependence/epidemiology , Heroin Dependence/therapy , Humans , Marijuana Abuse/epidemiology , Marijuana Abuse/therapy , Middle Aged , Opioid-Related Disorders/epidemiology , Opioid-Related Disorders/therapy , Patient Admission , Pregnancy , Pregnancy Complications/epidemiology , Pregnant Women , Substance Abuse Treatment Centers , Substance-Related Disorders/epidemiology , Young Adult
3.
Psychiatr Serv ; 70(2): 139-142, 2019 02 01.
Article in English | MEDLINE | ID: mdl-30453857

ABSTRACT

OBJECTIVE: This study examined organizational variability of process-of-care and depression outcomes at eight community health centers (CHCs) in the years following implementation of collaborative care (CC) for depression. METHODS: The authors used 8 years of observational data for 13,362 unique patients at eight CHCs that participated in Washington State's Mental Health Integration Program. Organization-level changes in depression and process-of-care outcomes over time were studied. RESULTS: On average, depression outcomes improved for the first 2 years before improvement slowed, peaking at year 5. Significant organization-level variation was noted in outcomes. Improvements in depression outcomes tended to follow process-of-care measures. CONCLUSIONS: Findings suggest that it may take 2 years after implementation of CC to fully observe depression outcome improvement at an organization level. Substantial variation between organizations in depression outcomes over time suggests that sustained attention to processes of care may be necessary to maintain initially achieved gains.


Subject(s)
Community Health Services/statistics & numerical data , Delivery of Health Care, Integrated/statistics & numerical data , Depressive Disorder/therapy , Learning Curve , Mental Health Services/statistics & numerical data , Outcome and Process Assessment, Health Care/statistics & numerical data , Primary Health Care/statistics & numerical data , Adult , Health Services Research , Humans , Washington
4.
Addiction ; 113(11): 2060-2070, 2018 11.
Article in English | MEDLINE | ID: mdl-29989239

ABSTRACT

BACKGROUND AND AIMS: While the United States has been experiencing an opioid epidemic, 29 states and Washington DC have legalized cannabis for medical use. This study examined whether state-wide medical cannabis legalization was associated with reduction in opioids received by Medicaid enrollees. DESIGN: Secondary data analysis of state-level opioid prescription records from 1993-2014 Medicaid State Drug Utilization Data. Linear time-series regressions assessed the associations between medical cannabis legalization and opioid prescriptions, controlling for state-level time-varying policy covariates (such as prescription drug monitoring programs) and socio-economic covariates (such as income). SETTING: United States. PARTICIPANTS: Drug prescription records for patients enrolled in fee-for-service Medicaid programs that primarily provide health-care coverage to low-income and disabled people. MEASUREMENTS: The primary outcomes were population-adjusted number, dosage and Medicaid spending on opioid prescriptions. Outcomes for Schedule II opioids (e.g. hydrocodone, oxycodone) and Schedule III opioids (e.g. codeine) were analyzed separately. The primary policy variable of interest was the implementation of state-wide medical cannabis legalization. FINDINGS: For Schedule III opioid prescriptions, medical cannabis legalization was associated with a 29.6% (P = 0.03) reduction in number of prescriptions, 29.9% (P = 0.02) reduction in dosage and 28.8% (P = 0.04) reduction in related Medicaid spending. No evidence was found to support the associations between medical cannabis legalization and Schedule II opioid prescriptions. Permitting medical cannabis dispensaries was not associated with Schedule II or Schedule III opioid prescriptions after controlling for medical cannabis legalization. It was estimated that, if all the states had legalized medical cannabis by 2014, Medicaid annual spending on opioid prescriptions would be reduced by 17.8 million dollars. CONCLUSION: State-wide medical cannabis legalization appears to have been associated with reductions in both prescriptions and dosages of Schedule III (but not Schedule II) opioids received by Medicaid enrollees in the United States.


Subject(s)
Analgesics, Opioid/therapeutic use , Drug and Narcotic Control/legislation & jurisprudence , Medical Marijuana , Analgesics, Opioid/economics , Health Expenditures , Humans , Medicaid , United States
5.
Psychiatr Serv ; 69(5): 549-554, 2018 05 01.
Article in English | MEDLINE | ID: mdl-29385955

ABSTRACT

OBJECTIVE: This study examined whether psychiatric case review was associated with depression medication modification in a large implementation program of collaborative care for depression in safety-net primary care clinics. METHODS: Registry data were examined from an implementation of the collaborative care model in Washington State. A total of 14,960 adults from 178 primary care clinics who initiated care between January 1, 2008, and September 30, 2014, and who had a baseline Patient Health Questionnaire-9 (PHQ-9) score of 10 or higher were included. Rates of psychiatric case reviews and receipt of new depression medications were extracted from the registry for all patients and for a subset of patients who did not improve by eight weeks of treatment (did not achieve a PHQ-9 score of less than 10 or a reduction in PHQ-9 score of 50% or more, compared with baseline). RESULTS: One-half of patients received a new depression medication. Psychiatric case review in any given month was associated with a doubling of the probability of receiving a new medication in the following month. Among patients who did not improve by eight weeks of treatment, a psychiatric case review during weeks 8-12 was associated with a higher rate of receipt of new medications during weeks 8-16 or weeks 8-20. CONCLUSIONS: In a collaborative care program, psychiatric case review was associated with higher rates of subsequent receipt of a new depression medication. This finding supports the importance of psychiatric case review in reducing clinical inertia in collaborative care treatment of depression.


Subject(s)
Antidepressive Agents/therapeutic use , Delivery of Health Care, Integrated/statistics & numerical data , Depressive Disorder/drug therapy , Drug Prescriptions/statistics & numerical data , Mental Health Services/statistics & numerical data , Practice Patterns, Physicians'/statistics & numerical data , Primary Health Care/statistics & numerical data , Registries/statistics & numerical data , Safety-net Providers/statistics & numerical data , Adolescent , Adult , Aged , Female , Humans , Male , Medical Audit , Middle Aged , Washington , Young Adult
6.
Am J Manag Care ; 23(1): 48-53, 2017 Jan.
Article in English | MEDLINE | ID: mdl-28141930

ABSTRACT

OBJECTIVES: To assess the role of value-based payment (VBP) in improving fidelity and patient outcomes in community implementation of an evidence-based mental health intervention, the Collaborative Care Model (CCM). STUDY DESIGN: Retrospective study based on a natural experiment. METHODS: We used the clinical tracking data of 1806 adult patients enrolled in a large implementation of the CCM in community health clinics in Washington state. VBP was initiated in year 2 of the program, creating a natural experiment. We compared implementation fidelity (measured by 3 process-of-care elements of the CCM) between patient-months exposed to VBP and patient-months not exposed to VBP. A series of regressions were estimated to check robustness of findings. We estimated a Cox proportional hazard model to assess the effect of VBP on time to achieving clinically significant improvement in depression (measured based on changes in depression symptom scores over time). RESULTS: Estimated marginal effects of VBP on fidelity ranged from 9% to 30% of the level of fidelity had there been no exposure to VBP (P <.05 for every fidelity measure). Improvement in fidelity in response to VBP was greater among providers with a larger patient panel and among providers with a lower level of fidelity at baseline. Exposure to VBP was associated with an adjusted hazard ratio of 1.45 (95% confidence interval, 1.04-2.03) for achieving clinically significant improvement in depression. CONCLUSIONS: VBP improved fidelity to key elements of the CCM, both directly incentivized and not explicitly incentivized by the VBP, and improved patient depression outcomes.


Subject(s)
Community Mental Health Services/organization & administration , Delivery of Health Care, Integrated/organization & administration , Depressive Disorder/therapy , Primary Health Care/economics , Value-Based Health Insurance/economics , Adult , Cohort Studies , Depressive Disorder/diagnosis , Depressive Disorder/economics , Evidence-Based Medicine , Female , Humans , Male , Middle Aged , Primary Health Care/methods , Quality Assurance, Health Care , Retrospective Studies , Washington
7.
Exp Ther Med ; 12(3): 1531-1536, 2016 Sep.
Article in English | MEDLINE | ID: mdl-27602076

ABSTRACT

Dysregulation of inflammatory cytokines and liver injury are associated with the pathogenesis of sepsis. Xuebijing injection, a Chinese herbal medicine, has been used in the treatment of sepsis and can contribute to the improvement of patients' health. However, the underlying molecular mechanisms are not yet clearly illuminated. In the present study, a septic rat model with liver injury was established by the cecal ligation and puncture (CLP) method. Histological alterations to the liver, activities of alanine aminotransferase (ALT) and aspartate aminotransferase (AST), levels of inflammatory cytokine secretion and the expression of suppressors of cytokine signaling 1 (SOCS-1) in the CLP model rats with and without Xuebijing treatment were determined. The results showed that Xuebijing injection ameliorated the pathological changes in liver tissues caused by sepsis, and reduced the sepsis-induced elevation in serum ALT and AST levels. Furthermore, Xuebijing injection markedly downregulated the expression of tumor necrosis factor α and interleukin (IL)-6, and upregulated the expression of IL-10. More importantly, SOCS1 expression levels at the protein and mRNA levels were further increased by Xuebijing. These findings demonstrate that Xuebijing injection can significantly alleviate liver injury in CLP-induced septic rats via the regulation of inflammatory cytokine secretion and the promotion of SOCS1 expression. The protective effects of Xuebijing injection suggest its therapeutic potential in the treatment of CLP-induced liver injury.

8.
Health Serv Res ; 46(5): 1436-51, 2011 Oct.
Article in English | MEDLINE | ID: mdl-21609327

ABSTRACT

OBJECTIVE: To design a bundled case rate for Collaborative Care for Depression (CCD) that aligns incentives with evidence-based depression care in primary care. DATA SOURCES: A clinical information system used by all care managers in a randomized controlled trial of CCD for older primary care patients. STUDY DESIGN: We conducted an empirical investigation of factors accounting for variation in CCD resource use over time and across patients. CCD resource use at the patient-episode and patient-month levels was measured by number of care manager contacts and direct patient contact time and analyzed with count data (Poisson or negative binomial) models. PRINCIPAL FINDINGS: Episode-level resource use varies substantially with patient's time in the program. Monthly use declines sharply in the first 6 months regardless of treatment response or remission status, but it remains stable afterwards. An adjusted episode or monthly case rate design better matches payment with variation in resource use compared with a fixed design. CONCLUSIONS: Our findings lend support to an episode payment adjusted by number of months receiving CCD and a monthly payment adjusted by the ordinal month. Nonpayment tools including program certification and performance evaluation and reward systems are needed to fully align incentives.


Subject(s)
Delivery of Health Care, Integrated/economics , Depression/economics , Depression/therapy , Primary Health Care/economics , Diagnosis-Related Groups , Episode of Care , Female , Health Care Costs , Health Services Research , Humans , Male , Poisson Distribution , Randomized Controlled Trials as Topic , Registries , United States
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