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Cook BL, Flores M, Progovac AM, Moyer M, Holmes KE, Lê T, Kumar A, Levy D, Saloner B, Wayne GF. Association of Tobacco Dependence Treatment Coverage Expansion With Smoking Behaviors Among Medicaid Beneficiaries Living With Substance Use Disorder. Am J Prev Med 2025; 68:485-496. [PMID: 39615768 PMCID: PMC11830533 DOI: 10.1016/j.amepre.2024.11.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Revised: 11/20/2024] [Accepted: 11/22/2024] [Indexed: 01/12/2025]
Abstract
INTRODUCTION Many U.S. states expanded the generosity of Medicaid insurance coverage of tobacco dependence treatment over the last fifteen years, but little is known about how coverage impacts cigarette smoking, especially for individuals with substance use disorder. METHODS Data are from the 2009 to 2018 National Survey on Drug Use and Health and include Medicaid beneficiaries 18-64 years old with past year substance use disorder who smoked at least 100 cigarettes in their lifetime. Outcomes were smoking cessation, nicotine dependence, and number of cigarettes smoked per month. Difference-in-differences models were estimated for smoking behavior by state and year of comprehensive tobacco dependence treatment coverage, estimating multivariable linear probability models, adjusted for sociodemographic characteristics, co-occurring mental illness, and area-level provider supply. All data were analyzed in 2023 and 2024. RESULTS Rates of nicotine dependence among individuals with past-year SUD increased slightly between 2009 and 2018 among individuals living in states with comprehensive tobacco dependence treatment coverage (55.6% to 58.6%) and changed little among individuals living in states with no or partial TDT coverage (60.0% to 59.5%). Quit rates increased for individuals with substance use disorder during this time, with no differences by comprehensive tobacco dependence treatment coverage. In adjusted models, no significant association between comprehensive Medicaid tobacco dependence treatment coverage and smoking behaviors was identified (e.g., cessation: β= -0.02, CI=-0.08, 0.04). One-year lagged outcomes and sensitivity analyses accounting for the differential time of initiation of state policies demonstrated similar results. CONCLUSIONS Comprehensive tobacco dependence treatment coverage had no differential effect on smoking cessation among ever smokers with or without substance use disorder, and its expansion was not associated with changes in smoking behaviors for Medicaid beneficiaries with substance use disorder. Other multilevel interventions may be needed to impact smoking cessation rates, such as awareness and education campaigns of expanded tobacco dependence treatment coverage benefits, and interventions that reduce social and structural barriers to treatment.
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Affiliation(s)
- Benjamin Lê Cook
- Harvard Medical School, Department of Psychiatry, Boston, Massachusetts; Cambridge Health Alliance Health Equity Research Lab, Cambridge, Massachusetts.
| | - Michael Flores
- Harvard Medical School, Department of Psychiatry, Boston, Massachusetts; Cambridge Health Alliance Health Equity Research Lab, Cambridge, Massachusetts
| | - Ana M Progovac
- Harvard Medical School, Department of Psychiatry, Boston, Massachusetts; Cambridge Health Alliance Health Equity Research Lab, Cambridge, Massachusetts
| | - Margo Moyer
- Cambridge Health Alliance Health Equity Research Lab, Cambridge, Massachusetts
| | - Katie E Holmes
- Cambridge Health Alliance Health Equity Research Lab, Cambridge, Massachusetts
| | - Thomas Lê
- Bryn Mawr College, Bryn Mawr, Pennsylvania
| | | | - Douglas Levy
- Harvard Medical School, Department of Medicine, Boston, Massachusetts; Massachusetts General Hospital, Boston, Massachusetts
| | - Brendan Saloner
- Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Geoff Ferris Wayne
- Cambridge Health Alliance Health Equity Research Lab, Cambridge, Massachusetts
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Guydish J, McCuistian C, Hosakote S, Le T, Masson CL, Campbell BK, Delucchi K. A cluster-randomized trial of a brief multi-component intervention to improve tobacco outcomes in substance use treatment. Subst Abuse Treat Prev Policy 2023; 18:34. [PMID: 37328775 PMCID: PMC10276468 DOI: 10.1186/s13011-023-00539-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Accepted: 05/07/2023] [Indexed: 06/18/2023] Open
Abstract
BACKGROUND Smoking prevalence is high among people in substance use disorder (SUD) treatment, and program interventions to address smoking are often complex and lengthy. This cluster-randomized trial tested whether a brief multi-component intervention impacted tobacco outcomes among staff and clients. METHODS Seven SUD treatment programs were randomly assigned to the multi-component intervention or to waitlist control. The 6-month intervention included a leadership motivation assessment, program incentives, 4 staff training sessions and a leadership learning community session. Survey data were collected from staff and clients at pre- and post-intervention. Outcomes were first compared across condition (intervention vs waitlist control), and then examined pre- to post-intervention with condition collapsed. RESULTS Staff in the intervention (n = 48) and control conditions (n = 26) did not differ at post-intervention on smoking prevalence, self-efficacy to help clients quit, or practices used to help clients quit smoking. Intervention clients (n = 113) did not differ from controls (n = 61) in smoking prevalence or receipt of tobacco services. Pre-post comparisons collapsed across condition showed a decrease in client and staff smoking prevalence, which could not be attributed to the intervention, and a decrease in client receipt of cessation medication. CONCLUSION The brief multi-component intervention did not support changes in smoking prevalence or in tobacco-related services received by clients. Other intervention features are needed to reduce smoking among SUD clients. TRIAL REGISTRATION Randomization occurred at the program level and outcomes measured are program-level measures. Accordingly, the trial is not registered.
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Affiliation(s)
- Joseph Guydish
- Philip R. Lee Institute for Health Policy Studies, University of California San Francisco, 490 Illinois St., Floor 7, San Francisco, CA 94158 USA
| | - Caravella McCuistian
- Philip R. Lee Institute for Health Policy Studies, University of California San Francisco, 490 Illinois St., Floor 7, San Francisco, CA 94158 USA
| | - Sindhushree Hosakote
- Philip R. Lee Institute for Health Policy Studies, University of California San Francisco, 490 Illinois St., Floor 7, San Francisco, CA 94158 USA
| | - Thao Le
- Philip R. Lee Institute for Health Policy Studies, University of California San Francisco, 490 Illinois St., Floor 7, San Francisco, CA 94158 USA
| | - Carmen L. Masson
- Department of Psychiatry and Behavioral Sciences, University of California San Francisco, San Francisco, USA
| | - Barbara K. Campbell
- Division of General Internal Medicine & Geriatrics, Oregon Health and Sciences University, Portland, USA
| | - Kevin Delucchi
- Department of Psychiatry and Behavioral Sciences, University of California San Francisco, San Francisco, USA
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Bailey SR, Voss R, Angier H, Huguet N, Marino M, Valenzuela SH, Chung-Bridges K, DeVoe JE. Affordable Care Act Medicaid expansion and access to primary-care based smoking cessation assistance among cancer survivors: an observational cohort study. BMC Health Serv Res 2022; 22:488. [PMID: 35414079 PMCID: PMC9004133 DOI: 10.1186/s12913-022-07860-3] [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: 09/13/2021] [Accepted: 03/29/2022] [Indexed: 12/05/2022] Open
Abstract
Background Smoking among cancer survivors can increase the risk of cancer reoccurrence, reduce treatment effectiveness and decrease quality of life. Cancer survivors without health insurance have higher rates of smoking and decreased probability of quitting smoking than cancer survivors with health insurance. This study examines the associations of the Affordable Care Act (ACA) Medicaid insurance expansion with smoking cessation assistance and quitting smoking among cancer survivors seen in community health centers (CHCs). Methods Using electronic health record data from 337 primary care community health centers in 12 states that expanded Medicaid eligibility and 273 CHCs in 8 states that did not expand, we identified adult cancer survivors with a smoking status indicating current smoking within 6 months prior to ACA expansion in 2014 and ≥ 1 visit with smoking status assessed within 24-months post-expansion. Using an observational cohort propensity score weighted approach and logistic generalized estimating equation regression, we compared odds of quitting smoking, having a cessation medication ordered, and having ≥6 visits within the post-expansion period among cancer survivors in Medicaid expansion versus non-expansion states. Results Cancer survivors in expansion states had higher odds of having a smoking cessation medication order (adjusted odds ratio [aOR] = 2.54, 95%CI = 1.61-4.03) and higher odds of having ≥6 office visits than those in non-expansion states (aOR = 1.82, 95%CI = 1.22-2.73). Odds of quitting smoking did not differ significantly between patients in Medicaid expansion versus non-expansion states. Conclusions The increased odds of having a smoking cessation medication order among cancer survivors seen in Medicaid expansion states compared with those seen in non-expansion states provides evidence of the importance of health insurance coverage in accessing evidence-based tobacco treatment within CHCs. Continued research is needed to understand why, despite increased odds of having a cessation medication prescribed, odds of quitting smoking were not significantly higher among cancer survivors in Medicaid expansion states compared to non-expansion states.
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Affiliation(s)
- Steffani R Bailey
- Department of Family Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, Portland, OR, USA.
| | - Robert Voss
- OCHIN, Inc, 1881 SW Naito Parkway, Portland, OR, USA
| | - Heather Angier
- Department of Family Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, Portland, OR, USA
| | - Nathalie Huguet
- Department of Family Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, Portland, OR, USA
| | - Miguel Marino
- Department of Family Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, Portland, OR, USA.,Division of Biostatistics, School of Public Health, Oregon Health & Science University - Portland State University, 3181 SW Sam Jackson Park Road, Portland, OR, USA
| | - Steele H Valenzuela
- Department of Family Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, Portland, OR, USA
| | | | - Jennifer E DeVoe
- Department of Family Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, Portland, OR, USA
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Fokuo JK, McCuistian CL, Masson CL, Gruber VA, Straus E, Wong J, Guydish JR. Pre-implementation Assessment of Tobacco Cessation Interventions in Substance Use Disorder Residential Programs in California. Subst Use Misuse 2022; 57:1345-1355. [PMID: 35621319 PMCID: PMC10083040 DOI: 10.1080/10826084.2022.2079139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
BACKGROUND Across the United States, substance use disorder (SUD) treatment programs vary in terms of tobacco-related policies and cessation services offered. Implementation of tobacco-related policies within this setting can face several barriers. Little is known about how program leadership anticipate such barriers at the pre-implementation phase. This study used the Consolidated Framework for Implementation Research (CFIR) during the pre-implementation stage to identify factors that may influence the implementation stage of tobacco-related cessation policies and services in residential SUD programs. METHODS We conducted semi-structured qualitative interviews with sixteen residential treatment program directors in California. The analysis was guided by a deductive approach using CFIR domains and constructs to develop codes and identify themes. ATLAS.ti software was used to facilitate thematic analysis of interview transcripts. FINDINGS Themes that arose as anticipated facilitators for implementation included the relative advantage of the intervention vs. current practice, external policies/incentives to support tobacco-related policy, program directors' strong commitment and high self-efficacy to incorporate cessation into SUD treatment, and recognizing the importance of planning and engaging opinion leaders. Potential barriers included the SUD recovery culture, low stakeholder engagement, organizational culture, lack of workforce expertise, and lack of reimbursement for smoking cessation services. CONCLUSION To support successful implementation of tobacco-related organizational change interventions, staff and clients of residential SUD programs require extensive education about the effectiveness of evidence-based medications and behavioral therapies for treating tobacco dependence. Publicly funded SUD treatment programs should receive support to address tobacco dependence among their clients through expanded reimbursement for tobacco cessation services.
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Affiliation(s)
- J Konadu Fokuo
- Mood and Anxiety Disorders Program, University of Illinois at Chicago, Chicago, Illinois, USA
| | - Caravella L McCuistian
- Philip R. Lee Institute for Health Policy Studies, University of California San Francisco, San Francisco, California, USA
| | - Carmen L Masson
- UCSF Department of Psychiatry, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California, USA
| | - Valerie A Gruber
- UCSF Department of Psychiatry, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California, USA
| | - Elana Straus
- Philip R. Lee Institute for Health Policy Studies, University of California San Francisco, San Francisco, California, USA
| | - Jessie Wong
- Philip R. Lee Institute for Health Policy Studies, University of California San Francisco, San Francisco, California, USA
| | - Joseph R Guydish
- Philip R. Lee Institute for Health Policy Studies, University of California San Francisco, San Francisco, California, USA
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Guydish J, Kapiteni K, Le T, Campbell B, Pinsker E, Delucchi K. Tobacco use and tobacco services in California substance use treatment programs. Drug Alcohol Depend 2020; 214:108173. [PMID: 32693199 PMCID: PMC7439769 DOI: 10.1016/j.drugalcdep.2020.108173] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/01/2020] [Revised: 05/26/2020] [Accepted: 07/04/2020] [Indexed: 01/08/2023]
Abstract
BACKGROUND California has one of the lowest smoking rates in the U.S. However, the California substance use disorder (SUD) treatment system collects no information on tobacco use. We explored smoking prevalence among persons enrolled in 20 residential SUD treatment programs, and whether persons who wanted help with quitting smoking received such help. METHODS Treatment program clients (N = 562) were surveyed about their smoking behavior and about tobacco-related services they received. Self-report smoking status was verified via expired carbon monoxide (CO) measurement. Multivariate analyses assessed whether clients who wanted help with quitting smoking received tobacco-related services (ask, advise, referral, counseling, pharmacotherapy) RESULTS: Using client self-report and expired CO, smoking prevalence in this sample was estimated at 68.9 %. Among smokers, mean cigarettes per day (CPD) was 9.7 (SD = 7.6), 58.8 % had made a quit attempt in the past year, 32.7 % were considering quitting smoking in the next 30 days, and 37.9 % wanted help with quitting. Clients who wanted help with quitting, compared to those not wanting help, were more likely to receive advice on how to quit, and tobacco-related counseling, referral, and pharmacotherapy. CONCLUSION In this study, wanting help with quitting was associated with receiving tobacco related services. Nonetheless, fewer than half of the smokers in SUD treatment wanted help with quitting, and many who wanted help did not receive it. Given the high prevalence of smoking, and associated consequences for both general health and SUD recovery, SUD treatment systems should ensure tobacco-related assessment and intervention for all smokers.
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Affiliation(s)
- Joseph Guydish
- Philip R. Lee Institute for Health Policy Studies, University of California San Francisco, 3333 California St., Ste. 265, San Francisco, CA, 94118, United States.
| | - Kwinoja Kapiteni
- Philip R. Lee Institute for Health Policy Studies, University of California San Francisco, 3333 California St., Ste. 265, San Francisco, CA, 94118, United States.
| | - Thao Le
- Philip R. Lee Institute for Health Policy Studies, University of California San Francisco, 3333 California St., Ste. 265, San Francisco, CA, 94118, United States.
| | - Barbara Campbell
- OHSU/PSU School of Public Health, Oregon Health and Sciences University, 3181 SW Sam Jackson Park Road, Portland, OR, 97239-3098, United States.
| | - Erika Pinsker
- California Tobacco Control Program, California Department of Public Health, 1616 Capitol Ave, Sacramento, CA, 95814, United States.
| | - Kevin Delucchi
- Department of Psychiatry, University of California San Francisco, 401 Parnassus Ave., San Francisco, CA, 94143, United States.
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Wei H, Zhong Z, Yang L, Yao T, Huang S, Mao Z. Impact of smoking on the income level of Chinese urban residents: a two-wave follow-up of the China Family Panel Study. BMJ Open 2020; 10:e036939. [PMID: 32830114 PMCID: PMC7445347 DOI: 10.1136/bmjopen-2020-036939] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
OBJECTIVES This study attempts to analyse the impact of smoking on the income level of Chinese urban residents to provide a reference for creating informed regulations on cigarette smoking. DESIGN A population-based cohort study. METHOD Two waves of panel data in 2014 and 2016 from the China Family Panel Study were used. A total of 8025 urban adults were identified. The Hausman-Taylor model was used to analyse the theoretical relationship between smoking and income. RESULTS The percentage of current smokers decreased from 27.39% (2014) to 26.24% (2016), while the percentage of former smokers rose from 9.78% to 11.78%. The results from the Hausman-Taylor model showed that current smokers and former smokers are associated with statistically significant decrease in the income of urban residents of 37.70% and 44.00%, respectively, compared with that of non-smokers. After eliminating the impact of smoking on income, the poverty rate among urban residents decreased from 15.33% to 13.63%. CONCLUSIONS Smoking can significantly reduce the income of Chinese urban residents, resulting in immense negative impacts on Chinese society. Therefore, the government should raise the tax rate on tobacco, include smoking cessation treatment in medical insurance coverage, promote publicity campaigns on the awareness of tobacco hazards and encourage smokers to quit smoking early.
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Affiliation(s)
- Han Wei
- School of Management, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China
| | - Zhigang Zhong
- School of Management, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China
| | - Lian Yang
- School of Public Health, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China
| | - Tingting Yao
- Institute for Health & Aging, University of California, San Francisco, San Francisco, California, USA
| | - Shiyao Huang
- School of Management, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China
| | - Zhengzhong Mao
- Huaxi School of Public Health, Sichuan University, Chengdu, Sichuan, China
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Moss HA, Wu J, Kaplan SJ, Zafar SY. The Affordable Care Act's Medicaid Expansion and Impact Along the Cancer-Care Continuum: A Systematic Review. J Natl Cancer Inst 2020; 112:779-791. [PMID: 32277814 PMCID: PMC7825479 DOI: 10.1093/jnci/djaa043] [Citation(s) in RCA: 60] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2020] [Revised: 03/18/2020] [Accepted: 03/23/2020] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Health reform and the merits of Medicaid expansion remain at the top of the legislative agenda, with growing evidence suggesting an impact on cancer care and outcomes. A systematic review was undertaken to assess the association between Medicaid expansion and the goals of the Patient Protection and Affordable Care Act in the context of cancer care. The purpose of this article is to summarize the currently published literature and to determine the effects of Medicaid expansion on outcomes during points along the cancer care continuum. METHODS A systematic search for relevant studies was performed in the PubMed/MEDLINE, EMBASE, Scopus, and Cochrane databases. Three independent observers used an abstraction form to code outcomes and perform a quality and risk of bias assessment using predefined criteria. RESULTS A total of 48 studies were identified. The most common outcomes assessed were the impact of Medicaid expansion on insurance coverage (23.4% of studies), followed by evaluation of racial and/or socioeconomic disparities (17.4%) and access to screening (14.5%). Medicaid expansion was associated with increases in coverage for cancer patients and survivors as well as reduced racial- and income-related disparities. CONCLUSIONS Medicaid expansion has led to improved access to insurance coverage among cancer patients and survivors, particularly among low-income and minority populations. This review highlights important gaps in the existing oncology literature, including a lack of studies evaluating changes in treatment and access to end-of-life care following implementation of expansion.
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Affiliation(s)
| | - Jenny Wu
- Duke University School of Medicine, Durham NC, USA
| | | | - S Yousuf Zafar
- Duke Cancer Institute, Duke-Margolis Center for Health Policy, Durham, NC, USA
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Health Care is Not Just for the Privileged. J Behav Health Serv Res 2020; 47:165-167. [DOI: 10.1007/s11414-020-09697-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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Guydish J, Wahleithner J, Williams D, Yip D. Tobacco-free grounds implementation in California residential substance use disorder (SUD) treatment programs. J Addict Dis 2020; 38:55-63. [PMID: 32186480 DOI: 10.1080/10550887.2020.1713687] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
Smoke-free laws and policies have contributed significantly to the decline in smoking in the U.S, but are not often applied in high-prevalence smoking populations where they are most needed. Smoking among clients in publicly funded substance use disorder (SUD) treatment is 3-4 times higher than the general population, and little is known about tobacco policies programs have adopted. To identify the prevalence of tobacco-free grounds and other smoking policies in California's publicly funded, adult, residential SUD programs. Using a California DHCS contact list of 1,921 publicly funded, non-medical, SUD programs, 362 were eligible to participate in a brief semi-structured phone survey concerning indoor and outdoor smoking for staff and clients and other tobacco policies. Of 259 programs that completed the survey, 28 (10.8%) reported tobacco-free grounds. 91 (35.1%) expressed interest in implementing tobacco-free policies and 23 have plans to do so. Nearly all programs (n = 253, 97.7%) had some policy restricting e-cigarette use, and 110 (43.5%) of these reported a complete ban on e-cigarette use. 124 (47.9%) had policies prohibiting staff and clients smoking together. Most California residential SUD programs allow outdoor smoking for staff and clients and few have adopted tobacco-free grounds policies. Given the reported interest in adopting tobacco-free policies, the high density of smokers in the SUD population, and the association of tobacco-free policies with lower client and staff smoking rates, state licensing and regulatory agencies, as well as county health departments, should work with SUD programs to adopt tobacco-free policies.
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Affiliation(s)
- Joseph Guydish
- Philip R. Lee Institute for Health Policy Studies, University of California San Francisco, San Francisco, CA, USA
| | - Jennifer Wahleithner
- Philip R. Lee Institute for Health Policy Studies, University of California San Francisco, San Francisco, CA, USA
| | - Denise Williams
- Philip R. Lee Institute for Health Policy Studies, University of California San Francisco, San Francisco, CA, USA
| | - Deborah Yip
- Philip R. Lee Institute for Health Policy Studies, University of California San Francisco, San Francisco, CA, USA
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