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Kyei EF, Zhang L. Exploring the Link: Health Insurance Coverage and Historical Substance Use Patterns Among U.S. Adults-A NHANES-Based Analysis. Policy Polit Nurs Pract 2024; 25:103-109. [PMID: 38410001 DOI: 10.1177/15271544241232588] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/28/2024]
Abstract
This study analyzed the NHANES database (2016-2018), investigating substance use patterns among 6,108 U.S. adults (18-64 years), with a focus on health insurance, race/ethnicity, age, gender, and socioeconomic status. Among participants, 1,063 reported a history of substance use. A key finding was the correlation between health insurance coverage and substance use history; notably, 80% of those with a history of substance use were insured. Non-Hispanic Whites represented a significant proportion (76%) of substance users, exceeding their population representation. Age and gender differences were prominent, with older adults (50-64 years) comprising 41% of substance users, and males accounting for 61%. The study's reliance on self-reported substance use history from NHANES may introduce measurement bias. Such bias necessitates careful interpretation of the data, considering variations across demographic and socioeconomic variables. Logistic regression analysis revealed that lacking health insurance increased the odds of a history of substance use (OR = 1.43, p < .01). The interaction between insurance coverage and race/ethnicity was not significant. These findings underscore the multifaceted nature of substance use, highlighting the need for comprehensive public health strategies to address the diverse factors influencing substance use behaviors.
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Affiliation(s)
- Evans F Kyei
- Manning College of Nursing and Health Sciences, University of Massachusetts Boston, Boston, MA, USA
| | - Lingling Zhang
- Manning College of Nursing and Health Sciences, University of Massachusetts Boston, Boston, MA, USA
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2
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Meille G. Interruptions in Insurance Coverage and Prescription Drug Utilization: Evidence from Kentucky. Med Care Res Rev 2024; 81:133-144. [PMID: 38062727 DOI: 10.1177/10775587231213691] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/09/2024]
Abstract
This study examined how interruptions in insurance coverage affect purchases of prescription drugs for young adults. It used data spanning 2014 to 2018 from Kentucky's prescription drug monitoring program, which tracked the universe of federally-regulated (Schedule II-V) prescription drugs dispensed in the state. The study employed a regression discontinuity design based on the age limit at 26 for dependent insurance coverage for children. At age 26, the probability of purchasing a prescription decreased by 5%, with all subcategories of prescriptions affected. The share of generic prescriptions increased for stimulants (the only category observed with substantial branded prescriptions). By age 27, prescription purchases returned to levels observed at 25, but the share purchased with public insurance and the generic share for stimulants remained higher. The findings suggest that interruptions in insurance coverage decrease prescription drug utilization by young adults and that public insurance programs such as Medicaid are important for resuming treatment.
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Affiliation(s)
- Giacomo Meille
- Agency for Healthcare Research and Quality, Rockville, MD, USA
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3
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Zwack CC, Haghani M, de Bekker-Grob EW. Research trends in contemporary health economics: a scientometric analysis on collective content of specialty journals. HEALTH ECONOMICS REVIEW 2024; 14:6. [PMID: 38270771 PMCID: PMC10809694 DOI: 10.1186/s13561-023-00471-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/25/2022] [Accepted: 11/28/2023] [Indexed: 01/26/2024]
Abstract
INTRODUCTION Health economics is a thriving sub-discipline of economics. Applied health economics research is considered essential in the health care sector and is used extensively by public policy makers. For scholars, it is important to understand the history and status of health economics-when it emerged, the rate of research output, trending topics, and its temporal evolution-to ensure clarity and direction when formulating research questions. METHODS Nearly 13,000 articles were analysed, which were found in the collective publications of the ten most specialised health economic journals. We explored this literature using patterns of term co-occurrence and document co-citation. RESULTS The research output in this field is growing exponentially. Five main research divisions were identified: (i) macroeconomic evaluation, (ii) microeconomic evaluation, (iii) measurement and valuation of outcomes, (iv) monitoring mechanisms (evaluation), and (v) guidance and appraisal. Document co-citation analysis revealed eighteen major research streams and identified variation in the magnitude of activities in each of the streams. A recent emergence of research activities in health economics was seen in the Medicaid Expansion stream. Established research streams that continue to show high levels of activity include Child Health, Health-related Quality of Life (HRQoL) and Cost-effectiveness. Conversely, Patient Preference, Health Care Expenditure and Economic Evaluation are now past their peak of activity in specialised health economic journals. Analysis also identified several streams that emerged in the past but are no longer active. CONCLUSIONS Health economics is a growing field, yet there is minimal evidence of creation of new research trends. Over the past 10 years, the average rate of annual increase in internationally collaborated publications is almost double that of domestic collaborations (8.4% vs 4.9%), but most of the top scholarly collaborations remain between six countries only.
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Affiliation(s)
- Clara C Zwack
- Department of Nursing and Allied Health, School of Health Sciences, Swinburne University of Technology, Melbourne, VIC, Australia.
| | - Milad Haghani
- School of Civil and Environmental Engineering, University of New South Wales, Sydney, NSW, Australia
| | - Esther W de Bekker-Grob
- Erasmus School of Health Policy & Management, Erasmus University Rotterdam, Rotterdam, The Netherlands
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4
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Ortega A. Medicaid Expansion and mental health treatment: Evidence from the Affordable Care Act. HEALTH ECONOMICS 2023; 32:755-806. [PMID: 36480355 DOI: 10.1002/hec.4633] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Revised: 10/21/2022] [Accepted: 11/01/2022] [Indexed: 06/17/2023]
Abstract
This study uses a difference-in-differences design within an event-study framework to examine how state decisions to expand Medicaid following the passage of the Affordable Care Act (ACA) affected mental health treatment. The findings suggest that expansion states experienced increased admissions to mental health treatment facilities and Medicaid-reimbursed prescriptions for medications used to treat common forms of mental illness. The results also indicate an increase in admissions with trauma, anxiety, conduct, and depression disorders. There is also suggestive evidence of an increase in the number of mental health treatment facilities accepting Medicaid as a form of payment. Lastly, as with previous studies, I find weak evidence of a decrease in suicides in Medicaid expansion states. These findings highlight the vital role of the ACA in providing access to mental health treatment for low-income Americans.
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Affiliation(s)
- Alberto Ortega
- O'Neill School of Public and Environmental Affairs, Indiana University, Bloomington, Indiana, USA
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Shah N, Velez FF, Colman S, Kauffman L, Ruetsch C, Anastassopoulos K, Maricich Y. Real-World Reductions in Healthcare Resource Utilization over 6 Months in Patients with Substance Use Disorders Treated with a Prescription Digital Therapeutic. Adv Ther 2022; 39:4146-4156. [PMID: 35819569 PMCID: PMC9273919 DOI: 10.1007/s12325-022-02215-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Accepted: 06/01/2022] [Indexed: 01/21/2023]
Abstract
BACKGROUND AND AIMS Substance use disorders (SUDs) affect approximately 40.3 million people in the USA, yet only approximately 19% receive evidence-based treatment each year. reSET® is a prescription digital therapeutic (PDT) and the only FDA-authorized treatment for patients with cocaine, cannabis, and stimulant use disorders. This study evaluated real-world healthcare resource utilization (HCRU) and associated costs 6 months after initiation of reSET in patients with SUD. METHODS A retrospective analysis of HealthVerity PrivateSource20 data compared the 6-month incidence of all-cause hospital facility encounters and clinician services in patients treated with reSET (re-SET cohort) before (pre-index period) and after (post-index period) reSET initiation (index). Incidence was compared using incidence rate ratios (IRR). HCRU-related costs were also assessed. RESULTS The sample included 101 patients (median age 37 years, 50.5% female, 54.5% Medicaid-insured). A statistically significant decrease of 50% was observed in overall hospital encounters from pre-index to post-index (IRR 0.50; 95% CI 0.37-0.67; P < 0.001), which included inpatient stays (56% decrease; IRR 0.44; 95% CI 0.26-0.76; P = 0.003), partial hospitalizations (57% decrease; IRR 0.43; 95% CI 0.21-0.88; P = 0.021), and emergency department visits (45% decrease; IRR 0.55; 95% CI 0.38-0.80; P < 0.004). Additionally, some clinician services declined significantly including pathology and laboratory services: other (54% decrease; IRR 0.46; 95% CI 0.28-0.76; P = 0.003); pathology and laboratory services: drug assays prior to opioid medication prescription (37% decrease; IRR 0.63; 95% CI 0.41-0.96; P = 0.031); and alcohol and drug abuse: medication services (46% decrease; IRR 0.54; 95% CI 0.41-0.70; P < 0.001). Reductions in facility-encounters drove 6-month reSET per-patient cost reductions of $3591 post-index compared to pre-index. CONCLUSIONS Use of reSET by patients with SUD is associated with durable reductions in HCRU and lower healthcare costs over 6 months compared to the 6 months before PDT treatment, after adjusting for covariates, providing an economic benefit to the healthcare system.
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Affiliation(s)
- Neel Shah
- Pear Therapeutics, Inc. (US), Boston, MA, USA.
| | | | - Samuel Colman
- Market Access Consulting, Labcorp Drug Development, Gaithersburg, MD, USA
| | - Laura Kauffman
- Market Access Consulting, Labcorp Drug Development, Gaithersburg, MD, USA
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Shi L, Mayorga M, Su D, Li Y, Martin E, Zhang D. Generation 1.5: Years in the United States and Other Factors Affecting Smoking Behaviors Among Asian Americans. Ethn Dis 2022; 32:75-80. [PMID: 35497393 DOI: 10.18865/ed.32.2.75] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Introduction Generation 1.5, immigrants who moved to a different country before adulthood, are hypothesized to have unique cognitive and behavioral patterns. We examined the possible differences in cigarette smoking between Asian subpopulations who arrived in the United States at different life stages. Methods Using the Asian subsample of the 2015 Tobacco Use Supplement to the Current Population Survey, we tested this Generation 1.5 hypothesis with their smoking behavior. This dataset was chosen because its large sample size allowed for a national-level analysis of the Asian subsamples by sex, while other national datasets might not have adequate sample sizes for analysis of these subpopulations. The outcome variable was defined as whether the survey respondent had ever smoked 100 cigarettes or more, with the key independent variable operationalized as whether the respondent was: 1) born in the United States; 2) entered the United States before 12; 3) entered between 12 and 19; and 4) entered after 19. Logistic regressions were run to examine the associations with covariates including the respondent's age, educational attainment, and household income. Results Asian men who entered before 12 were less likely to have ever smoked 100 cigarettes than those who immigrated after 19; for Asian women, three groups (born in the United States, entered before 12, entered between 12 and 19) were more likely to have smoked 100 cigarettes than those who immigrated after 19. Conclusions While Asian men who came to the United States before 12 were less at risk for cigarette smoking than those who immigrated in adulthood, the pattern was the opposite among Asian women. Those who spent their childhood in the United States were more likely to smoke than those who came to the United States in adulthood. These patterns might result from the cultural differences between US and Asian countries, and bear policy relevance for the tobacco control efforts among Asian Americans.
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Affiliation(s)
- Lu Shi
- Department of Public Health Sciences, Clemson University, Clemson, SC
| | - Maria Mayorga
- Department of Industrial Engineering, North Carolina State University, Raleigh, NC
| | - Dejun Su
- Department of Health Promotion, Social and Behavioral Health, College of Public Health, University of Nebraska Medical Center, Omaha, NB
| | - Yan Li
- Icahn School of Medicine, Mount Sinai Health System, New York, NY
| | - Emily Martin
- Department of Public Health Sciences, Clemson University, Clemson, SC
| | - Donglan Zhang
- New York University Long Island School of Medicine, Mineola, NY
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7
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Saloner B, Li W, Bandara SN, McGinty EE, Barry CL. Trends In The Use Of Treatment For Substance Use Disorders, 2010-19. Health Aff (Millwood) 2022; 41:696-702. [PMID: 35500189 PMCID: PMC10161241 DOI: 10.1377/hlthaff.2021.01767] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Rapidly rising drug overdose rates in the United States during the past decade underscore the need to increase access to treatment among people with substance use disorders (SUDs). We analyzed trends in the use of treatment services among people with SUDs during the period 2010-19, using data from the National Survey on Drug Use and Health. Compared with 2013, outpatient visits for general health in the prior year increased 3.6 percentage points by the 2017-19 period. Use of any SUD treatment in the prior year remained unchanged, but treatment use among people involved in the criminal legal system increased by about 6.2 percentage points by the end of the study period. Among those receiving SUD treatment, there was a 14.9-percentage-point increase in having treatment paid for by Medicaid between 2010-13 and 2017-19. Although access to general medical care and insurance coverage have improved for people with SUD, our study findings underscore the importance of renewed efforts to increase the use of SUD treatment.
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Affiliation(s)
- Brendan Saloner
- Brendan Saloner , Johns Hopkins University, Baltimore, Maryland
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Abraham AJ, Lawler EC, Harris SJ, Bagwell Adams G, Bradford WD. Spillover of Medicaid Expansion to Prescribing of Opioid Use Disorder Medications in Medicare Part D. Psychiatr Serv 2022; 73:418-424. [PMID: 34407628 DOI: 10.1176/appi.ps.202000824] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
OBJECTIVE The authors examined whether there were positive spillovers in opioid use disorder medication prescribing to Medicare Part D beneficiaries in Medicaid expansion states. Although prior studies have shown several positive benefits of Medicaid expansion for Americans with opioid use disorder, research has not examined potential spillovers to Medicare beneficiaries who have been hit hard by the opioid crisis. METHODS Prescribing data were taken from the Medicare Part D Prescription Public Use File (2010-2017). A difference-in-differences linear regression framework was used to identify spillovers in prescribing of buprenorphine and injectable naltrexone to Medicare Part D beneficiaries in Medicaid expansion states. Three sets of dependent variables measured medication prescribing at the county-year level (N=24,850). All models included county and year fixed effects, with standard errors clustered at the state level to address within-state serial correlation. RESULTS Medicaid expansion was associated with an increase in the probability of a county having an injectable naltrexone provider (p<0.01). After expansion, the number of buprenorphine providers in expansion states increased by 5.6% (p<0.05), and the number of injectable naltrexone providers increased by 3.3% (p<0.01), relative to nonexpansion states. Expansion was associated with a 23.1% (p<0.01) increase in the number of daily doses of injectable naltrexone, relative to nonexpansion states. CONCLUSIONS Medicaid expansion states may be better equipped to address the opioid crisis because of direct benefits to Medicaid beneficiaries and availability of opioid use disorder medications for Medicare Part D beneficiaries. However, additional efforts are likely needed to close the opioid use disorder treatment gap for Medicare beneficiaries.
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Affiliation(s)
- Amanda J Abraham
- School of Public and International Affairs (Abraham, Lawler, Bradford) and College of Public Health (Bagwell Adams), University of Georgia, Athens; Bloomberg School of Public Health, Johns Hopkins University, Baltimore (Harris)
| | - Emily C Lawler
- School of Public and International Affairs (Abraham, Lawler, Bradford) and College of Public Health (Bagwell Adams), University of Georgia, Athens; Bloomberg School of Public Health, Johns Hopkins University, Baltimore (Harris)
| | - Samantha J Harris
- School of Public and International Affairs (Abraham, Lawler, Bradford) and College of Public Health (Bagwell Adams), University of Georgia, Athens; Bloomberg School of Public Health, Johns Hopkins University, Baltimore (Harris)
| | - Grace Bagwell Adams
- School of Public and International Affairs (Abraham, Lawler, Bradford) and College of Public Health (Bagwell Adams), University of Georgia, Athens; Bloomberg School of Public Health, Johns Hopkins University, Baltimore (Harris)
| | - W David Bradford
- School of Public and International Affairs (Abraham, Lawler, Bradford) and College of Public Health (Bagwell Adams), University of Georgia, Athens; Bloomberg School of Public Health, Johns Hopkins University, Baltimore (Harris)
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9
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Knudsen HK, Hartman J, Walsh SL. The effect of Medicaid expansion on state-level utilization of buprenorphine for opioid use disorder in the United States. Drug Alcohol Depend 2022; 232:109336. [PMID: 35123365 PMCID: PMC8885876 DOI: 10.1016/j.drugalcdep.2022.109336] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Revised: 01/20/2022] [Accepted: 01/22/2022] [Indexed: 11/03/2022]
Abstract
BACKGROUND Research on the impact of Medicaid expansion on buprenorphine utilization has largely focused on the Medicaid program. Less is known about its associations with total buprenorphine utilization and non-Medicaid payers. METHODS Monthly prescription data (June 2013-May 2018) for proprietary and generic sublingual as well as buccal buprenorphine products were purchased from IQVIA®. Population-adjusted state-level utilization measures were constructed for Medicaid, commercial insurance, Medicare, cash, and total utilization. A difference-in-differences (DID) approach with population weights estimated the association between Medicaid expansion and buprenorphine utilization, while controlling for treatment capacity. RESULTS Monthly total buprenorphine prescriptions increased by 68% overall and increased 283% for Medicaid, 30% for commercial insurance, and 143% for Medicare. Cash prescriptions decreased by 10%. The DID estimate for Medicaid expansion was not statistically significant for total utilization (-19.780, 95% CI = -45.118, 5.558, p = .123). For Medicaid buprenorphine utilization, there was a significant increase of 27.120 prescriptions per 100,000 total state residents (95% CI = 9.458, 44.782, p = .003) in expansion states versus non-expansion states post-Medicaid expansion. Medicaid expansion had a negative effect on commercial insurance (DID estimate = -37.745, 95% CI = -62.946, -12.544, p = .004), cash utilization (DID estimate = -6.675, 95% CI = -12.627, -0.723, p = .029), and Medicare utilization (DID estimate = -1.855, 95% CI = -3.697, -0.013, p = .048). DISCUSSION The associations between Medicaid expansion and buprenorphine utilization varied across different types of payers, such that the overall impact of Medicaid expansion on buprenorphine utilization was not significant.
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Affiliation(s)
- Hannah K Knudsen
- Department of Behavioral Science and Center on Drug and Alcohol Research, University of Kentucky, 845 Angliana Avenue, Room 204, Lexington, KY 40508, USA.
| | - Jeanie Hartman
- Substance Use Research Priority Area, University of Kentucky, 845 Angliana Avenue, Room 121, Lexington, KY 40508, USA.
| | - Sharon L Walsh
- Department of Behavioral Science and Center on Drug and Alcohol Research, University of Kentucky, 845 Angliana Avenue, Room 202, Lexington, KY 40508, USA.
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Rafiemanesh H, Rahimi-Movaghar A, Haghdoost AA, Noroozi A, Gholami J, Vahdani B, Afshar A, Salehi M, Etemad K. Opium dependence and the potential impact of changes in treatment coverage level: A dynamic modeling study. Health Promot Perspect 2021; 11:240-249. [PMID: 34195048 PMCID: PMC8233677 DOI: 10.34172/hpp.2021.29] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Accepted: 03/02/2021] [Indexed: 11/24/2022] Open
Abstract
Background : The most common drug, illegally used in Iran is opium. The treatment of people with substance use disorder is one of the most important strategies in reducing its burden. The aim of this study was to investigate the effect of different increasing and decreasing opium treatment coverage on the patterns of abstinence, transition to heroin dependence and mortality, over 30 years. Methods: This study was a dynamic compartmental modeling conducted in three stages: 1) presenting a conceptual model of opium dependence treatment in Iran, 2) estimating model's parameters value, and 3) modeling of opium dependence treatment and examining the outcomes for different treatment coverage scenarios. The input parameters of the model were extracted from the literature, and secondary data analysis, which were finalized in expert panels. Results: The number of opium dependence will increase from 1180550 to 1522063 [28.93% (95% CI: 28.6 to 29.2)] over 30 years. With a 25% decrease in coverage compared to the status quo, the number of deaths will increase by 459 cases [3.28% (95% CI: 0.91 to 5.7)] in the first year, and this trend will continue to be 2989 cases [15.63% (95% CI: 13.4 to 17.9)] in the 30th year. A 25% increase in treatment coverage causes a cumulative decrease of heroin dependence by 14451 cases [10.1% (95% CI: 9.5 to 10.8)] in the first decade. Conclusion: The modeling showed that the treatment coverage level reduction has a greater impact than the coverage level increase in the country and any amount of reduction in the coverage level, even to a small extent, may have a large negative impact in the long run.
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Affiliation(s)
- Hosein Rafiemanesh
- Department of Epidemiology, School of Public Health and Safety, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Afarin Rahimi-Movaghar
- Iranian National Center for Addiction Studies (INCAS), Tehran University of Medical Sciences, Tehran, Iran
| | - Ali Akbar Haghdoost
- Modeling in Health Research Center, Institute for Futures Studies in Health, University of Medical Sciences, Kerman, Iran
- HIV/STI Surveillance Research Center, and WHO Collaborating Center for HIV Surveillance, Institute for Futures Studies in Health, Kerman University of Medical Sciences, Kerman, Iran
| | - Alireza Noroozi
- Iranian National Center for Addiction Studies (INCAS), Tehran University of Medical Sciences, Tehran, Iran
| | - Jaleh Gholami
- Iranian National Center for Addiction Studies (INCAS), Tehran University of Medical Sciences, Tehran, Iran
| | - Bita Vahdani
- Assistant Professor of Psychiatry, Clinical Research Development Unit, 22 Bahman Hospital, Qazvin University of Medical Sciences, Qazvin, Iran
| | - Amin Afshar
- Iranian National Center for Addiction Studies (INCAS), Tehran University of Medical Sciences, Tehran, Iran
- Department of Neurosciences and Addiction Studies, School of Advanced Technologies in Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Mohammad Salehi
- Department of Neurosciences and Addiction Studies, School of Advanced Technologies in Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Koorosh Etemad
- Department of Epidemiology, School of Public Health and Safety, Shahid Beheshti University of Medical Sciences, Tehran, Iran
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11
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Barnes AJ, Cunningham PJ, Saxe-Walker L, Britton E, Sheng Y, Boynton M, Harper K, Harrell A, Bachireddy C, Montz E, Neuhausen K. Hospital Use Declines After Implementation Of Virginia Medicaid's Addiction And Recovery Treatment Services. Health Aff (Millwood) 2021; 39:238-246. [PMID: 32011949 DOI: 10.1377/hlthaff.2019.00525] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Medicaid programs responded to the opioid crisis by expanding treatment coverage and reforming delivery systems. We assessed whether Virginia's Addiction and Recovery Treatment Services (ARTS) program, implemented in April 2017, influenced emergency department and inpatient use. Using claims for January 2016-June 2018 and difference-in-differences models, we compared beneficiaries with opioid use disorder before and after ARTS implementation to beneficiaries with no substance use disorder. After program implementation, the likelihood of having an emergency department visit in a quarter declined by 9.4 percentage points (a 21.1 percent relative decrease) among beneficiaries with opioid use disorder, compared to 0.9 percentage points among beneficiaries with no substance use disorder. Similarly, the likelihood of having an inpatient hospitalization declined among beneficiaries with opioid use disorder. In contrast to other states, Virginia has a new Medicaid expansion population whose beneficiaries enter a delivery system in which reforms of the addiction treatment system are well under way.
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Affiliation(s)
- Andrew J Barnes
- Andrew J. Barnes ( abarnes3@vcu. edu ) is an associate professor in the Department of Health Behavior and Policy, Virginia Commonwealth University, in Richmond
| | - Peter J Cunningham
- Peter J. Cunningham is a professor in the Department of Health Behavior and Policy, Virginia Commonwealth University
| | - Lauryn Saxe-Walker
- Lauryn Saxe-Walker is a senior adviser in the Division of Health Economics and Economic Policy, Virginia Department of Medical Assistance Services, in Richmond
| | - Erin Britton
- Erin Britton is a research analyst in the Department of Health Behavior and Policy, Virginia Commonwealth University
| | - Yaou Sheng
- Yaou Sheng is a health data analyst in the Department of Health Behavior and Policy, Virginia Commonwealth University
| | - Melanie Boynton
- Melanie Boynton is a data analyst in the Office of Data Analytics, Virginia Department of Medical Assistance Services
| | - Ke'Shawn Harper
- Ke'Shawn Harper is the ARTS senior policy specialist in the Division of Behavioral Health, Virginia Department of Medical Assistance Services
| | - Ashley Harrell
- Ashley Harrell is a senior program adviser in the Division of Behavioral Health, Virginia Department of Medical Assistance Services
| | - Chethan Bachireddy
- Chethan Bachireddy is acting chief medical officer in the Executive Office, Virginia Department of Medical Assistance Services
| | - Ellen Montz
- Ellen Montz is chief health economist in the Division of Health Economics and Economic Policy, Virginia Department of Medical Assistance Services
| | - Kate Neuhausen
- Kate Neuhausen is an affiliate faculty in the Department of Family Medicine and Population Health, Virginia Commonwealth University
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Hongdilokkul N, Krebs E, Zang X, Zhou H, Homayra F, Min JE, Nosyk B. The effect of British Columbia's Pharmacare coverage expansion for opioid agonist treatment. HEALTH ECONOMICS 2021; 30:1222-1238. [PMID: 33711186 DOI: 10.1002/hec.4255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/27/2019] [Revised: 01/12/2021] [Accepted: 02/06/2021] [Indexed: 06/12/2023]
Abstract
Opioid agonist treatment (OAT) is the evidence-based standard of care for people with opioid use disorder. In British Columbia, Canada, only social assistance registrants received full coverage for OAT prior to the introduction of the Pharmacare Plan G coverage expansion on February 1st, 2017. We aimed to determine the effect of the coverage expansion on OAT initiation, re-initiation, and retention. Using linked population-level data, we executed a difference-in-differences analysis to compare outcomes of individuals eligible for the additional coverage and social assistance registrants already receiving the most generous coverage for OAT prior to the policy change, adjusting for individual and prescriber characteristics. We found Plan G coverage expansion significantly increased OAT retention. Specifically, coverage expansion decreased the number of OAT episode discontinuations by 12.8% (95% CI: 8.4%, 17.2%).
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Affiliation(s)
- Natt Hongdilokkul
- Health Economic Research Unit, British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
| | - Emanuel Krebs
- Health Economic Research Unit, British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
| | - Xiao Zang
- Department of Epidemiology, School of Public Health, Brown University, Providence, Rhode Island, United States
| | - Haoxuan Zhou
- Health Economic Research Unit, British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
| | - Fahmida Homayra
- Health Economic Research Unit, British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
| | - Jeong Eun Min
- Health Economic Research Unit, British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
| | - Bohdan Nosyk
- Health Economic Research Unit, British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
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13
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Richards MR, Tello-Trillo S. Private coverage mandates, business cycles, and provider treatment intensity. HEALTH ECONOMICS 2021; 30:1200-1221. [PMID: 33711194 DOI: 10.1002/hec.4250] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2019] [Revised: 02/02/2021] [Accepted: 02/03/2021] [Indexed: 06/12/2023]
Abstract
The Affordable Care Act (ACA) is the source of multiple large-scale health insurance expansions affecting various segments of the US population. Although much has been done to quantify the first-order effects of these policies, less empirical investigation has been devoted to the effects on the supply-side of health care. We focus on a well-known ACA initiative (the young adult dependent coverage mandate) to offer novel evidence on two fronts: the policy's heterogeneous effect across different labor markets and the potential for the policy-induced shift in payer mix to influence provider treatment decisions. First, we show that the federal mandate's direct effect on young adult private insurance take-up is strongly mitigated by the Great Recession. Second, we demonstrate that providers do not treat young adults more aggressively when more of them hold private coverage. Policymakers should keep these broader considerations and more diffuse risk protection implications in mind when contemplating changes to the law.
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Affiliation(s)
| | - Sebastian Tello-Trillo
- Frank Batten School of Leadership and Public Policy, University of Virginia, Charlottesville, Virginia, USA
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Hamersma S, Maclean JC. Insurance expansions and adolescent use of substance use disorder treatment. Health Serv Res 2021; 56:256-267. [PMID: 33210305 PMCID: PMC7969204 DOI: 10.1111/1475-6773.13604] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
Abstract
OBJECTIVE To provide evidence on the effects of expansions to private and public insurance programs on adolescent specialty substance use disorder (SUD) treatment use. DATA SOURCE/STUDY SETTING The Treatment Episodes Data Set (TEDS), 1996 to 2017. STUDY DESIGN A quasi-experimental difference-in-differences design using observational data. DATA COLLECTION The TEDS provides administrative data on admissions to specialty SUD treatment. PRINCIPAL FINDINGS Expansions of laws that compel private insurers to cover SUD treatment services at parity with general health care increase adolescent admissions by 26% (P < .05). These increases are driven by nonintensive outpatient admissions, the most common treatment episodes, which rise by 30% (P < .05) postparity law. In contrast, increases in income eligibility for public insurance targeting those 6-18 years old are not statistically associated with SUD treatment. CONCLUSIONS Private insurance expansions allow more adolescents to receive SUD treatment, while public insurance income eligibility expansions do not appear to influence adolescent SUD treatment.
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Affiliation(s)
- Sarah Hamersma
- Department of Public Administration and International AffairsSyracuse UniversitySyracuseNew YorkUSA
- Center for Policy ResearchSyracuseNew YorkUSA
| | - Johanna Catherine Maclean
- Department of EconomicsTemple UniversityPhiladelphiaPennsylvaniaUSA
- National Bureau of Economic ResearchCambridgeMassachusettsUSA
- Institute for the Study of LaborBonnGermany
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Hamersma S, Maclean JC. Do expansions in adolescent access to public insurance affect the decisions of substance use disorder treatment providers? JOURNAL OF HEALTH ECONOMICS 2021; 76:102434. [PMID: 33578327 DOI: 10.1016/j.jhealeco.2021.102434] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/30/2019] [Revised: 01/14/2021] [Accepted: 01/15/2021] [Indexed: 06/12/2023]
Abstract
We apply a mixed-payer economy model to study the effects of changes in the generosity of children's public health insurance programs - measured by Medicaid and Children's Health Insurance Program income thresholds - on substance use disorder (SUD) treatment provider behavior. Using government data on specialty SUD treatment providers over the period 1997-2011 combined with a two-way fixed-effects model and local event study, we show that increases in the generosity of children's public health insurance induce providers to participate in some, but not all, public markets. Our effects appear to be driven by non-profit and government providers. Non-profit providers also appear to increase treatment quantity slightly in response to coverage expansions.
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Affiliation(s)
- Sarah Hamersma
- Department of Public Administration and International Affairs, Syracuse University, Senior Research Associate, Center for Policy Research, Syracuse, NY, USA.
| | - Johanna Catherine Maclean
- National Bureau of Economic Research, Cambridge, MA, USA; Institute for the Study of Labor, Bonn, Germany.
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Powell D, Pacula RL. THE EVOLVING CONSEQUENCES OF OXYCONTIN REFORMULATION ON DRUG OVERDOSES. AMERICAN JOURNAL OF HEALTH ECONOMICS 2020; 7:41-67. [PMID: 34568515 PMCID: PMC8460090 DOI: 10.1086/711723] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
Recent evidence suggests that the short-term transition of the opioid crisis from prescription opioids to heroin can be attributed to the reformulation of OxyContin, which substantially reduced access to abusable prescription opioids. In this paper, we find that over a longer time horizon, reformulation stimulated illicit drug markets to grow and evolve. We compare overdose trajectories in areas more exposed to reformulation, defined as states with higher rates of nonmedical OxyContin use before reformulation, to less exposed areas. More exposed areas experienced disproportionate increases in fatal overdoses involving synthetic opioids (fentanyl) and nonopioid substances like cocaine, suggesting that these new epidemics are related to the same factors driving the rise in heroin deaths. Instead of just short-term substitution from prescription opioid to heroin overdoses, the transition to illicit markets spurred by reformulation led to growth in the overall overdose rate to unprecedented levels.
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Affiliation(s)
| | - Rosalie Liccardo Pacula
- Sol Price School of Public Policy and Schaeffer Center for Health Policy and Economics, University of Southern California, and NBER
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Johnson ME, Tran DX. Factors associated with substance use disorder treatment completion: a cross-sectional analysis of justice-involved adolescents. SUBSTANCE ABUSE TREATMENT PREVENTION AND POLICY 2020; 15:92. [PMID: 33287838 PMCID: PMC7722334 DOI: 10.1186/s13011-020-00332-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Accepted: 11/23/2020] [Indexed: 11/13/2022]
Abstract
Background Substance use disorders (SUD) are prevalent among those in the juvenile justice system. SUD treatment programs implemented in correctional settings can prevent overdose and other health-related problems among an underserved health disparity population. However, only a fraction of justice-involved adolescents with SUDs complete a treatment program and the factors associated with treatment completion among adolescents in the criminal justice system have not been thoroughly investigated. Methods Using cross-sectional data on 25,587 adolescents from the Florida Department of Juvenile Justice (FLDJJ) who met the criteria for SUD treatment, the study investigated the factors associated with the completion of SUD treatment. Sociodemographic, mental health, and other variables were examined. Results Several factors were associated with an increased likelihood of SUD treatment completion: previous participation in treatment programs, prior drug and alcohol education class attendance, and involvement in court-directed programs. Additional factors included multiple incarcerations, and strong financial and support networks. Conclusions The strongest factors associated with a higher likelihood of SUD treatment completion among adolescents in the justice system are ones that can be translated into programs and practices. Repeated referrals to treatment, court-directed programs, and strong support networks may yield higher rates of completion.
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Affiliation(s)
- Micah E Johnson
- Department of Mental Health Law and Policy, College of Behavioral and Community Sciences, University of South Florida, 13301 Bruce B. Downs Blvd, Tampa, FL, 33612, USA.
| | - Dieu X Tran
- Department of Epidemiology and Biostatistics, College of Public Health, University of South Florida, 13201 Bruce B. Downs Blvd, MDC 56, Tampa, FL, 33612, USA
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Staff-perceived barriers to nutrition intervention in substance use disorder treatment. Public Health Nutr 2020; 24:3488-3497. [PMID: 33138886 DOI: 10.1017/s1368980020003882] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
OBJECTIVE While organisational change in substance use disorder (SUD) treatment has been extensively studied, there is no research describing facility-wide changes related to nutrition interventions. This study evaluates staff-perceived barriers to change before and after a wellness initiative. DESIGN A pre-intervention questionnaire was administered to participating staff prior to facility-wide changes (n 40). The questions were designed to assess barriers across five domains: (1) provision of nutrition-related treatment; (2) implementation of nutrition education; (3) screening, detecting and monitoring (nutrition behaviours); (4) facility-wide collaboration and (5) menu changes and client satisfaction. A five-point Likert scale was used to indicate the extent to which staff anticipate difficulty or ease in implementing facility-wide nutrition changes, perceived as organisational barriers. Follow-up questionnaires were identical to the pre-test except that it examined barriers experienced, rather than anticipated (n 50). SETTING A multisite SUD treatment centre in Northern California which began implementing nutrition programming changes in order to improve care. PARTICIPANTS Staff members who consented to participate. RESULTS From pre to post, we observed significant decreases in perceived barriers related to the provision of nutrition-related treatment (P = 0·019), facility-wide collaboration (P = 0·036), menu changes and client satisfaction (P = 0·024). Implementation of nutrition education and the domain of screening, detecting and monitoring did not reach statistical significance. CONCLUSIONS Our results show that staff training, food service changes, the use of targeted curriculum for nutrition groups and the encouragement of discussing self-care in individual counselling sessions can lead to positive shifts about nutrition-related organisational change among staff.
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Guerrero EG, Alibrahim A, Howard DL, Wu S, D'Aunno T. Stability in a large drug treatment system: Examining the role of program size and performance on service discontinuation. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2020; 86:102948. [PMID: 32977185 PMCID: PMC7508010 DOI: 10.1016/j.drugpo.2020.102948] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2020] [Revised: 08/31/2020] [Accepted: 09/02/2020] [Indexed: 12/02/2022]
Abstract
Background Little is known about the stability of public drug treatment in the United States to deliver services in an era of expansion of public insurance. Guided by organizational theories, we examined the role of program size, and performance (i.e., rates of treatment initiation and engagement) on discontinuing services in one of the largest treatment systems in the United States. Methods This study relied on multi-year (2006–2014) administrative data of 249,029 treatment admission episodes from 482 treatment programs in Los Angeles County, CA. We relied on survival regression analysis to identify associations between program size, treatment initiation (wait time) and engagement (retention and completion rates) and discontinuing services in any given year. We examined program differences between discontinued versus sustained services in pre- and post-expansion periods. Results Sixty-two percent of programs discontinued services at some point between 2006 and 2014. Program size and rates of treatment retention were negatively associated with risk of discontinuing services. Proportion of female clients was also negatively associated with risk of discontinuing services. Compared to residential programs, methadone programs were associated with reduced likelihood of discontinuing services. Two interactions were significant; program size and retention rates, as well as program size and completion rates were negatively associated with risk of discontinuing services. Conclusions Program size (large), type (methadone), performance (retention) and client population (women) were associated with stability in this drug treatment system. Because more than 70% of programs in this system are small, it is critical to support their capacity to sustain services to reduce existing disparities in access to care. We discuss the implications of these findings for system evaluation and for responding to public health crises.
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Affiliation(s)
- Erick G Guerrero
- I-LEAD Institute, Research to End Healthcare Disparities Corp, United States.
| | | | - Daniel L Howard
- Department of Psychological and Brain Sciences, Texas A&M University, College Station, United States.
| | - Shinyi Wu
- Suzanne Dworak-Peck, School of Social Work, University of Southern California, United States.
| | - Thomas D'Aunno
- Wagner School of Public Policy, New York University, United States.
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Coupet E, Werner RM, Polsky D, Karp D, Delgado MK. Impact of the Young Adult Dependent Coverage Expansion on Opioid Overdoses and Deaths: a Quasi-Experimental Study. J Gen Intern Med 2020; 35:1783-1788. [PMID: 31898130 PMCID: PMC7280374 DOI: 10.1007/s11606-019-05605-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2019] [Revised: 09/27/2019] [Accepted: 12/05/2019] [Indexed: 12/31/2022]
Abstract
BACKGROUND Several policymakers have suggested that the Affordable Care Act (ACA) has fueled the opioid epidemic by subsidizing opioid pain medications. These claims have supported numerous efforts to repeal the ACA. OBJECTIVE To determine the effect of the ACA's young adult dependent coverage insurance expansion on emergency department (ED) encounters and out-of-hospital deaths from opioid overdose. DESIGN Difference-in-differences analyses comparing ED encounters and out-of-hospital deaths before (2009) and after (2011-2013) the ACA young adult dependent coverage expansion. We further stratified by prescription opioid, non-prescription opioid, and methadone overdoses. PARTICIPANTS Adults aged 23-25 years old and 27-29 years old who presented to the ED or died prior to reaching the hospital from opioid overdose. MAIN MEASURES Rate of ED encounters and deaths for opioid overdose per 100,000 U.S. adults. KEY RESULTS There were 108,253 ED encounters from opioid overdose in total. The expansion was not associated with a significant change in the ED encounter rates for opioid overdoses of all types (2.04 per 100,000 adults [95% CI - 0.75 to 4.82]), prescription opioids (0.60 per 100,000 adults [95% CI - 1.98 to 0.77]), or methadone (0.29 per 100,000 adults [95% CI - 0.78 to 0.21]). There was a slight increase in the rate of non-prescription opioid overdoses (1.91 per 100,000 adults [95% CI 0.13-3.71]). The expansion was not associated with a significant change in the out-of-hospital mortality rates for opioid overdoses of all types (0.49 per 100,000 adults [95% CI - 0.80 to 1.78]). CONCLUSIONS Our findings do not support claims that the ACA has fueled the prescription opioid epidemic. However, the expansion was associated with an increase in the rate of ED encounters for non-prescription opioid overdoses such as heroin, although almost all were non-fatal. Future research is warranted to understand the role of private insurance in providing access to treatment in this population.
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Affiliation(s)
- Edouard Coupet
- Department of Emergency Medicine, Yale School of Medicine, Yale University, 464 Congress Avenue, Suite 260, New Haven, CT, 06519, USA.
- Yale Drug Use, Addiction, and HIV Research Scholars (DAHRS) Program, New Haven, USA.
- Center for Health Incentives and Behavioral Economics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA.
| | - Rachel M Werner
- Center for Health Incentives and Behavioral Economics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA
- Department of Health Care Management, The Wharton School, University of Pennsylvania, Philadelphia, USA
| | - Daniel Polsky
- Center for Health Incentives and Behavioral Economics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA
- Department of Health Care Management, The Wharton School, University of Pennsylvania, Philadelphia, USA
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, USA
- Department of Health Economics, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, USA
| | - David Karp
- Center for Health Incentives and Behavioral Economics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA
- Center for Emergency Care Policy and Research, Department of Emergency Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA
| | - M Kit Delgado
- Center for Health Incentives and Behavioral Economics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, USA
- Center for Emergency Care Policy and Research, Department of Emergency Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA
- Penn Injury Science Center, University of Pennsylvania, Philadelphia, USA
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21
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Changes in Medicaid Acceptance by Substance Abuse Treatment Facilities After Implementation of Federal Parity. Med Care 2020; 58:101-107. [PMID: 31688556 DOI: 10.1097/mlr.0000000000001242] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Adequate access for mental illness and substance use disorder (SUD) treatment, particularly for Medicaid enrollees, is challenging. Policy efforts, including the Mental Health Parity and Addiction Equity Act (MHPAEA), have targeted expanded access to care. With MHPAEA, more Medicaid plans were required to increase their coverage of SUD treatment, which may impact provider acceptance of Medicaid. OBJECTIVES To identify changes in Medicaid acceptance by SUD treatment facilities after the implementation of MHPAEA (parity). RESEARCH DESIGN Observational study using an interrupted time series design. SUBJECTS 2002-2013 data from the National Survey of Substance Abuse Treatment Services (N-SSATS) for all SUD treatment facilities was combined with state-level characteristics. MEASURES Primary outcome is whether a SUD treatment facility reported accepting Medicaid insurance. RESULTS Implementation of MHPAEA was associated with a 4.6 percentage point increase in the probability of an SUD treatment facility accepting Medicaid (P<0.001), independent of facility and state characteristics, time trends, and key characteristics of state Medicaid programs. CONCLUSIONS After parity, more SUD treatment facilities accepted Medicaid payments, which may ultimately increase access to care for individuals with SUD. The findings underscore how parity laws are critical policy tools for creating contexts that enable historically vulnerable and underserved populations with SUD to access needed health care.
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Mulia N, Lui CK, Ye Y, Subbaraman MS, Kerr WC, Greenfield TK. U.S. alcohol treatment admissions after the Mental Health Parity and Addiction Equity Act: Do state parity laws and race/ethnicity make a difference? J Subst Abuse Treat 2019; 106:113-121. [PMID: 31451310 DOI: 10.1016/j.jsat.2019.08.008] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2019] [Revised: 07/11/2019] [Accepted: 08/10/2019] [Indexed: 11/27/2022]
Abstract
BACKGROUND The U.S. Mental Health Parity and Addiction Equity Act (MHPAEA) was a landmark federal policy aimed at increasing access to substance use treatment, yet studies have found relatively weak impacts on treatment utilization. The present study considers whether there may be moderating effects of pre-existing state parity laws and differential changes in treatment rates across racial/ethnic groups. METHODS We analyzed data from SAMHSA'S Treatment Episode Data Set (TEDS) from 1999 to 2013, assessing changes in alcohol treatment admission rates across states with heterogeneous, pre-existing parity laws. NIAAA's Alcohol Policy Information System data were used to code states into five groups based on the presence and strength of states' pre-MHPAEA mandates for insurance coverage of alcohol treatment and parity (weak; coverage no parity; partial parity if coverage offered; coverage and partial parity; strong). Regression models included state fixed effects and a cubic time trend adjusting for state- and year-level covariates, and assessed MHPAEA main effects and interactions with state parity laws in the overall sample and racial/ethnic subgroups. RESULTS While we found no significant main effects of federal parity on alcohol treatment rates, there was a significantly greater increase in treatment rates in states requiring health plans to cover alcohol treatment and having some pre-existing parity. This was seen overall and in all three racial/ethnic groups (increasing by 25% in whites, 26% in blacks, and 42% in Hispanics above the expected treatment rate for these groups). Post-MHPAEA, the alcohol treatment admissions rate in these states rose to the level of states with the strongest pre-existing parity laws. CONCLUSION The MHPAEA was associated with increased alcohol treatment rates for diverse racial/ethnic groups in states with both alcohol treatment coverage mandates and some prior parity protections. This suggests the importance of the local policy context in understanding early effects of the MHPAEA.
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Affiliation(s)
- Nina Mulia
- Alcohol Research Group, Public Health Institute, 6001 Shellmound St., Suite 450, Emeryville, CA 94608, USA.
| | - Camillia K Lui
- Alcohol Research Group, Public Health Institute, 6001 Shellmound St., Suite 450, Emeryville, CA 94608, USA
| | - Yu Ye
- Alcohol Research Group, Public Health Institute, 6001 Shellmound St., Suite 450, Emeryville, CA 94608, USA
| | - Meenakshi S Subbaraman
- Alcohol Research Group, Public Health Institute, 6001 Shellmound St., Suite 450, Emeryville, CA 94608, USA
| | - William C Kerr
- Alcohol Research Group, Public Health Institute, 6001 Shellmound St., Suite 450, Emeryville, CA 94608, USA
| | - Thomas K Greenfield
- Alcohol Research Group, Public Health Institute, 6001 Shellmound St., Suite 450, Emeryville, CA 94608, USA
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Mennis J, Stahler GJ, El Magd SA, Baron DA. How long does it take to complete outpatient substance use disorder treatment? Disparities among Blacks, Hispanics, and Whites in the US. Addict Behav 2019; 93:158-165. [PMID: 30711669 DOI: 10.1016/j.addbeh.2019.01.041] [Citation(s) in RCA: 50] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2018] [Revised: 01/26/2019] [Accepted: 01/27/2019] [Indexed: 01/03/2023]
Abstract
This research investigates racial and ethnic disparities in outpatient substance use disorder treatment completion and duration in treatment, for different substances, across the US, using the national 2014 Treatment Episode Dataset-Discharge (TEDS-D) data set. Moderated fixed effects logistic regression models assessed effects of race/ethnicity on length of stay in treatment and treatment completion for different substances of use. Moderated models also assessed the differential effect of length of stay on treatment completion among Blacks, Hispanics, and Whites. While Blacks and Hispanics both have significantly lower treatment completion rates than Whites, treatment duration is substantially similar across the three groups. Blacks and Hispanics generally take longer to complete treatment than Whites, though this varies by substance for Hispanics. Disparities in treatment completion persist even after controlling for treatment duration. These results indicate that observed racial and ethnic disparities in treatment completion are not due to differences in length of stay in treatment. Economic, cultural, accessibility, or, potentially, discriminatory, factors may suppress the likelihood of treatment completion for minorities and result in longer treatment durations required for completion. Recognition by treatment providers of the unique challenges to treatment completion faced by minorities may enhance treatment outcomes for minorities in the US.
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Affiliation(s)
- Jeremy Mennis
- Department of Geography and Urban Studies, Temple University, Philadelphia, PA, United States.
| | - Gerald J Stahler
- Department of Geography and Urban Studies, Temple University, Philadelphia, PA, United States
| | | | - David A Baron
- Office of the Vice President for External and Clinical Affairs, Western University of the Health Sciences, Los Angeles, CA, United States
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Grooms J, Ortega A. Examining Medicaid Expansion and the Treatment of Substance Use Disorders. ACTA ACUST UNITED AC 2019. [DOI: 10.1257/pandp.20191090] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
As the drug epidemic continues to cripple communities and disrupt our country, identifying and understanding state and federal policies which have helped alleviate the burden of substance use disorders (SUDs) is imperative. In 2010, the passage of the Patient Protection and Affordable Care Act (ACA) expanded health coverage and services offered to millions of Americans. Prior to the ACA, treatment for substance use disorders was not included in all medical coverage. We examine the brief literature on ACA Medicaid Expansion and SUDs and complement this literature by including the effects on measures of supply and efficacy of SUD treatment.
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Affiliation(s)
- Jevay Grooms
- Department of Economics, Howard University, ASB-B Room 307, 2400 6th Street NW, Washington, DC 20059
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Shane DM, Wehby GL. Higher Benefit for Greater Need: Understanding Changes in Mental Well-being of Young Adults Following the ACA Dependent Coverage Mandate. THE JOURNAL OF MENTAL HEALTH POLICY AND ECONOMICS 2018; 21:171-180. [PMID: 30676994 PMCID: PMC6398336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Subscribe] [Scholar Register] [Received: 04/17/2018] [Accepted: 10/05/2018] [Indexed: 06/09/2023]
Abstract
BACKGROUND Beginning in late 2010, private health insurance plans were required to allow dependents up to age 26 to remain on a parent's plan. Known as the dependent coverage or young adult mandate, this provision increased coverage substantially within the group of 19-25 year-olds affected by the policy change. Subsequent work evaluating whether increased coverage had a positive effect on mental health found mild improvements in self-reported mental health. This work focused exclusively on average effects among young adults in the years after the policy change, leaving open the question of how young adults fared depending on where they reside in terms of the distribution of risk for mental health issues. AIMS OF THE STUDY We assess the effects of the dependent coverage mandate on young adult mental well-being focusing on the distribution of mental health issues. We seek to understand how potential improvements (or degradations) differ across the entire risk profile. Gains among individuals who are at low risk for severe mental health issues may send a far different signal than gains among those with higher risks. METHODS Using MEPS data from 2006 through 2013, we use quantile regression within a difference-in-differences design to compare pre/post outcomes across the distribution of risk for young adults ages 23-25 affected by the mandate to 27-29 year-olds not affected by the mandate. Further, we evaluate differences in the effect of the mandate by sex, given well-known disparities in incidence and prevalence of mental illness between men and women. To gauge the effects of the mandate on mental health, we use the Mental Component Score measure within the MEPS, ideal for our quantile regression given the broad range of scores. The key premise in our evaluation is that individuals with higher risks for mental health problems due to biological or socioeconomics factors are more likely to rank at locations of the mental health score distribution indicating worse outcomes. RESULTS We find significant improvements in self-reported mental health in the 23-25 year-old group following the mandate. However, the gains were not equal across the risk distribution. For individuals at the 0.1 quantile (worse self-reported mental health), the improvement in MCS scores was significant, a 6.1% increase compared to the pre-mandate baseline at that quantile. Effects were smaller but still significant at the median but there was no apparent effect for those that were at higher levels of self-reported mental health. Our results also suggest improvements for women (+9% relative to baseline at the 0.1 quantile, e.g.) but limited evidence of an effect for men. IMPLICATIONS FOR FUTURE RESEARCH The finding that increased insurance coverage led to improved self-reported mental health foremost for young adults with the highest risk of mental health problems is encouraging. However, the mechanism for this effect is unclear and in need of further study. Whether improvements in the mental health status of the population depend more on increased access to services or derive primarily from improved financial security is an important research area.
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Affiliation(s)
- Dan M Shane
- University of Iowa, Department of Health Management and Policy, 145 N. Riverside Drive, Iowa City, IA 52242, USA,
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Haffajee RL, Bohnert ASB, Lagisetty PA. Policy Pathways to Address Provider Workforce Barriers to Buprenorphine Treatment. Am J Prev Med 2018; 54:S230-S242. [PMID: 29779547 PMCID: PMC6330240 DOI: 10.1016/j.amepre.2017.12.022] [Citation(s) in RCA: 171] [Impact Index Per Article: 28.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2017] [Revised: 12/18/2017] [Accepted: 02/01/2018] [Indexed: 11/22/2022]
Abstract
At least 2.3 million people in the U.S. have an opioid use disorder, less than 40% of whom receive evidence-based treatment. Buprenorphine used as part of medication-assisted treatment has high potential to address this gap because of its approval for use in non-specialty outpatient settings, effectiveness at promoting abstinence, and cost effectiveness. However, less than 4% of licensed physicians are approved to prescribe buprenorphine for opioid use disorder, and approximately 47% of counties lack a buprenorphine-waivered physician. Existing policies contribute to workforce barriers to buprenorphine provision and access. Providers are reticent to prescribe buprenorphine because of workforce barriers, such as (1) insufficient training and education on opioid use disorder treatment, (2) lack of institutional and clinician peer support, (3) poor care coordination, (4) provider stigma, (5) inadequate reimbursement from private and public insurers, and (6) regulatory hurdles to obtain the waiver needed to prescribe buprenorphine in non-addiction specialty treatment settings. Policy pathways to addressing these provider workforce barriers going forward include providing free and easy-to-access education for providers about opioid use disorders and medication-assisted treatment, eliminating buprenorphine waiver requirements for those licensed to prescribe controlled substances, enforcing insurance parity requirements, requiring coverage of evidence-based medication-assisted treatment as essential health benefits, and providing financial incentives for care coordination across healthcare professional types-including behavioral health counselors and other non-physicians in specialty and non-specialty settings. SUPPLEMENT INFORMATION This article is part of a supplement entitled The Behavioral Health Workforce: Planning, Practice, and Preparation, which is sponsored by the Substance Abuse and Mental Health Services Administration and the Health Resources and Services Administration of the U.S. Department of Health and Human Services.
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Affiliation(s)
- Rebecca L Haffajee
- Department of Health Management and Policy, University of Michigan School of Public Health, Ann Arbor, Michigan.
| | - Amy S B Bohnert
- Department of Psychiatry, University of Michigan Medical School, Ann Arbor, Michigan; Center for Clinical Management Research, Department of Veterans Affairs, Ann Arbor, Michigan
| | - Pooja A Lagisetty
- Center for Clinical Management Research, Department of Veterans Affairs, Ann Arbor, Michigan; Division of General Internal Medicine, University of Michigan Medical School, Ann Arbor, Michigan
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27
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State variations in Medicaid enrollment and utilization of substance use services: Results from a National Longitudinal Study. J Subst Abuse Treat 2018; 89:75-86. [PMID: 29706176 DOI: 10.1016/j.jsat.2018.04.002] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2017] [Revised: 04/01/2018] [Accepted: 04/02/2018] [Indexed: 11/21/2022]
Abstract
Medicaid enrollment varies considerably among states. This study examined the association of Medicaid enrollment with the use of substance health services in the longitudinal National Epidemiologic Survey on Alcohol and Related Conditions of 2001-2005. Instrumental variable methods were used to assess endogeneity of individual-level Medicaid enrollment using state-level data as instruments. Compared to the uninsured, Medicaid covered adults were more likely to use substance use disorder treatment services over the next three years. States that have opted to expand Medicaid enrollment under the Affordable Care Act will likely experience further increases in the use of these service over the coming years.
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Kennedy J, Wood EG, Frieden L. Disparities in Insurance Coverage, Health Services Use, and Access Following Implementation of the Affordable Care Act: A Comparison of Disabled and Nondisabled Working-Age Adults. INQUIRY: The Journal of Health Care Organization, Provision, and Financing 2017; 54:46958017734031. [PMID: 29166812 PMCID: PMC5798675 DOI: 10.1177/0046958017734031] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
The objective of this study was to assess trends in health insurance coverage, health service utilization, and health care access among working-age adults with and without disabilities before and after full implementation of the Affordable Care Act (ACA), and to identify current disability-based disparities following full implementation of the ACA. The ACA was expected to have a disproportionate impact on working-age adults with disabilities, because of their high health care usage as well as their previously limited insurance options. However, most published research on this population does not systematically look at effects before and after full implementation of the ACA. As the US Congress considers new health policy reforms, current and accurate data on this vulnerable population are essential. Weighted estimates, trend analyses and analytic models were conducted using the 1998-2016 National Health Interview Surveys (NHIS) and the 2014 Medical Expenditure Panel Survey. Compared with working-age adults without disabilities, those with disabilities are less likely to work, more likely to earn below the federal poverty level, and more likely to use public insurance. Average health costs for this population are 3 to 7 times higher, and access problems are far more common. Repeal of key features of the ACA, like Medicaid expansion and marketplace subsidies, would likely diminish health care access for working-age adults with disabilities.
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