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Wong EC, Collins RL, McBain RK, Breslau J, Burnam MA, Cefalu MS, Roth E. Racial-Ethnic Differences in Mental Health Stigma and Changes Over the Course of a Statewide Campaign. Psychiatr Serv 2021; 72:514-520. [PMID: 33691488 PMCID: PMC8500546 DOI: 10.1176/appi.ps.201900630] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
OBJECTIVE The authors examined whether shifts in mental health-related stigma differed across racial-ethnic groups over the course of a California statewide antistigma campaign and whether racial-ethnic disparities were present at the beginning of the campaign and 1 year later. METHODS Participants had taken part in the 2013 and 2014 California Statewide Surveys (CASSs), a longitudinal, random-digit-dialing telephone survey of California adults ages ≥18 years (N=1,285). Surveys were administered in English, Spanish, Mandarin, Cantonese, Vietnamese, Khmer, and Hmong. RESULTS Compared with Whites, Latino and Asian respondents who preferred to take the survey in their native language had higher levels of mental health-related stigma on several domains of the 2013 CASS. Specifically, Latino and Asian respondents who completed the survey in their native language were more likely than White respondents to report social distance, prejudice, and perceptions of dangerousness toward people with mental illness. These racial-ethnic disparities persisted 1 year later on the 2014 CASS. Latino-Spanish respondents experienced significant decreases in social distance over the course of the campaign but not to a degree that eliminated disparities on the 2014 CASS. Of note, perceptions of dangerousness of people with mental illness significantly increased among Latino-Spanish respondents between the 2013 and 2014 CASSs. CONCLUSIONS Future research is needed to better understand which components of antistigma campaigns are effective across racial-ethnic minority groups and whether more targeted efforts are needed, especially in light of the persistent and growing racial-ethnic disparities in mental health care.
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Affiliation(s)
- Eunice C Wong
- RAND Corporation, Santa Monica, California (Wong, Collins, Burnam, Cefalu, Roth); Boston (McBain); and Pittsburgh (Breslau)
| | - Rebecca L Collins
- RAND Corporation, Santa Monica, California (Wong, Collins, Burnam, Cefalu, Roth); Boston (McBain); and Pittsburgh (Breslau)
| | - Ryan K McBain
- RAND Corporation, Santa Monica, California (Wong, Collins, Burnam, Cefalu, Roth); Boston (McBain); and Pittsburgh (Breslau)
| | - Joshua Breslau
- RAND Corporation, Santa Monica, California (Wong, Collins, Burnam, Cefalu, Roth); Boston (McBain); and Pittsburgh (Breslau)
| | - M Audrey Burnam
- RAND Corporation, Santa Monica, California (Wong, Collins, Burnam, Cefalu, Roth); Boston (McBain); and Pittsburgh (Breslau)
| | - Matthew S Cefalu
- RAND Corporation, Santa Monica, California (Wong, Collins, Burnam, Cefalu, Roth); Boston (McBain); and Pittsburgh (Breslau)
| | - Elizabeth Roth
- RAND Corporation, Santa Monica, California (Wong, Collins, Burnam, Cefalu, Roth); Boston (McBain); and Pittsburgh (Breslau)
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McBain RK, Wong EC, Breslau J, Shearer AL, Cefalu MS, Roth E, Burnam MA, Collins RL. State medical marijuana laws, cannabis use and cannabis use disorder among adults with elevated psychological distress. Drug Alcohol Depend 2020; 215:108191. [PMID: 32736294 PMCID: PMC7502494 DOI: 10.1016/j.drugalcdep.2020.108191] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2020] [Revised: 07/07/2020] [Accepted: 07/09/2020] [Indexed: 01/07/2023]
Abstract
BACKGROUND Cannabis use and cannabis use disorder are more prevalent in U.S. states with medical marijuana laws (MMLs), as well as among individuals with elevated psychological distress. We investigated whether adults with moderate and serious psychological distress experienced greater levels of cannabis use and/or disorder in states with MMLs compared to states without MMLs. METHODS National Survey of Drug Use and Health data (2013-2017) were used to compare past-month cannabis use, daily cannabis use, and cannabis use disorder prevalence among adults with moderate and serious psychological distress in states with versus without MMLs. We executed pooled multivariable logistic regression analyses to test main effects of distress, MMLs and their interaction, after adjustment. RESULTS Compared to states without MMLs, states with MMLs had higher adjusted prevalence of past-month use (11.1 % vs. 6.8 %), daily use (4.0 % vs. 2.2 %), and disorder (1.7 % vs. 1.2 %). Adults with moderate and serious psychological distress had greater adjusted odds of any use (AORs of 1.72 and 2.22, respectively) and of disorder (AORs of 2.17 and 2.94, respectively), compared to those with no/mild distress. We did not find evidence of an interaction between MMLs and distress category for any outcome. CONCLUSIONS Associations between elevated distress and cannabis use patterns are no greater in states with MML. However, cannabis use is more prevalent in MML states. Thus, higher base rates of cannabis use and disorder among adults with elevated distress are proportionally magnified in these states.
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Affiliation(s)
- Ryan K McBain
- RAND Corporation, 20 Park Plz, Boston, MA, 02116, USA.
| | - Eunice C Wong
- RAND Corporation, 1776 Main St, Santa Monica, CA 90407 USA
| | - Joshua Breslau
- RAND Corporation, 4570 Fifth St, Pittsburgh, PA 15213 USA
| | - Amy L Shearer
- RAND Corporation, 1776 Main St, Santa Monica, CA 90407 USA
| | | | - Elizabeth Roth
- RAND Corporation, 1776 Main St, Santa Monica, CA 90407 USA
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Herman PM, Yuan AH, Cefalu MS, Chu K, Zeng Q, Marshall N, Lorenz KA, Taylor SL. The use of complementary and integrative health approaches for chronic musculoskeletal pain in younger US Veterans: An economic evaluation. PLoS One 2019; 14:e0217831. [PMID: 31167005 PMCID: PMC6550429 DOI: 10.1371/journal.pone.0217831] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2018] [Accepted: 05/21/2019] [Indexed: 12/26/2022] Open
Abstract
OBJECTIVES To estimate the cost-effectiveness to the US Veterans Health Administration (VA) of the use of complementary and integrative health (CIH) approaches by younger Veterans with chronic musculoskeletal disorder (MSD) pain. PERSPECTIVE VA healthcare system. METHODS We used a propensity score-adjusted hierarchical linear modeling (HLM), and 2010-2013 VA administrative data to estimate differences in VA healthcare costs, pain intensity (0-10 numerical rating scale), and opioid use between CIH users and nonusers. We identified CIH use in Veterans' medical records through Current Procedural Terminology, VA workload tracking, and provider-type codes. RESULTS We identified 30,634 younger Veterans with chronic MSD pain as using CIH and 195,424 with no CIH use. CIH users differed from nonusers across all baseline covariates except the Charlson comorbidity index. They also differed on annual pre-CIH-start healthcare costs ($10,729 versus $5,818), pain (4.33 versus 3.76), and opioid use (66.6% versus 54.0%). The HLM results indicated lower annual healthcare costs (-$637; 95% CI: -$1,023, -$247), lower pain (-0.34; -0.40, -0.27), and slightly higher (less than a percentage point) opioid use (0.8; 0.6, 0.9) for CIH users in the year after CIH start. Sensitivity analyses indicated similar results for three most-used CIH approaches (acupuncture, chiropractic care, and massage), but higher costs for those with eight or more CIH visits. CONCLUSIONS On average CIH use appears associated with lower healthcare costs and pain and slightly higher opioid use in this population of younger Veterans with chronic musculoskeletal pain. Given the VA's growing interest in the use of CIH, further, more detailed analyses of its impacts are warranted.
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Affiliation(s)
- Patricia M. Herman
- RAND Corporation, Santa Monica, California, United States of America
- * E-mail:
| | - Anita H. Yuan
- Center for the Study of Healthcare Innovation, Implementation and Policy, VA Greater Los Angeles Healthcare System, Los Angeles, California, United States of America
| | - Matthew S. Cefalu
- RAND Corporation, Santa Monica, California, United States of America
| | - Karen Chu
- Center for the Study of Healthcare Innovation, Implementation and Policy, VA Greater Los Angeles Healthcare System, Los Angeles, California, United States of America
| | - Qing Zeng
- Center for Health and Aging, VA Washington DC Healthcare System, Washington, District of Columbia, United States of America
- Biomedical Informatics Center, George Washington University, Washington, District of Columbia, United States of America
| | - Nell Marshall
- Center for the Study of Innovation to Implementation, VA Palo Alto Healthcare System, Menlo Park, California, United States of America
| | - Karl A. Lorenz
- Center for the Study of Innovation to Implementation, VA Palo Alto Healthcare System, Menlo Park, California, United States of America
- Stanford Medical School, Palo Alto, California, United States of America
| | - Stephanie L. Taylor
- Center for the Study of Healthcare Innovation, Implementation and Policy, VA Greater Los Angeles Healthcare System, Los Angeles, California, United States of America
- Department of Health Policy and Management, UCLA School of Public Health, Los Angeles, California, United States of America
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Wong EC, Collins RL, Breslau J, Burnam MA, Cefalu MS, Roth E. Associations between provider communication and personal recovery outcomes. BMC Psychiatry 2019; 19:102. [PMID: 30922292 PMCID: PMC6439978 DOI: 10.1186/s12888-019-2084-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2018] [Accepted: 03/18/2019] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND This study examined whether two types of provider communication considered important to quality of care (i.e., shows respect and explains understandably) are associated with mental health outcomes related to personal recovery (i.e., connectedness, hope, internalized stigma, life satisfaction, and empowerment). This study also tested whether these associations varied by the type of provider seen (i.e., mental health professional versus general medical doctor). METHODS This sample included participants from the 2014 California Well-Being Survey, a representative survey of California residents with probable mental illness, who had recently obtained mental health services (N = 429). Multiple regression was used to test associations between provider communication and personal recovery outcomes and whether these associations were modified by provider type. RESULTS Providers showing respect was associated with better outcomes across all five of the personal recovery domains, connectedness (β = 1.12; p < .001), hope (β = 0.72; p < .0001), empowerment (β = 0.38; p < .05), life satisfaction (β = 1.10; p < .001) and internalized stigma (β = - 0.49; p < .05). Associations between provider showing respect and recovery outcomes were stronger among those who had seen a mental health professional only versus a general medical doctor only. CONCLUSIONS Respectful communication may result in greater personal recovery from mental health problems. Respecting consumer perspectives is a hallmark feature of both recovery-oriented services and quality care, yet these fields have operated independently of one another. Greater integration between these two areas could significantly improve recovery-oriented mental health outcomes and quality of care.
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Affiliation(s)
- Eunice C. Wong
- 0000 0004 0370 7685grid.34474.30RAND Corporation, 1776 Main Street, Santa Monica, CA USA
| | - Rebecca L. Collins
- 0000 0004 0370 7685grid.34474.30RAND Corporation, 1776 Main Street, Santa Monica, CA USA
| | - Joshua Breslau
- 0000 0004 0370 7685grid.34474.30RAND Corporation, 1776 Main Street, Santa Monica, CA USA
| | - M. Audrey Burnam
- 0000 0004 0370 7685grid.34474.30RAND Corporation, 1776 Main Street, Santa Monica, CA USA
| | - Matthew S. Cefalu
- 0000 0004 0370 7685grid.34474.30RAND Corporation, 1776 Main Street, Santa Monica, CA USA
| | - Elizabeth Roth
- 0000 0004 0370 7685grid.34474.30RAND Corporation, 1776 Main Street, Santa Monica, CA USA
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Cefalu MS, Elliott MN, Setodji CM, Cleary PD, Hays RD. Hospital quality indicators are not unidimensional: A reanalysis of Lieberthal and Comer. Health Serv Res 2018; 54:502-508. [PMID: 30259508 DOI: 10.1111/1475-6773.13056] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
OBJECTIVE To evaluate the dimensionality of hospital quality indicators treated as unidimensional in a prior publication. DATA SOURCE/STUDY DESIGN Pooled cross-sectional 2010-2011 Hospital Compare data (10/1/10 and 10/1/11 archives) and the 2012 American Hospital Association Annual Survey. DATA EXTRACTION We used 71 indicators of structure, process, and outcomes of hospital care in a principal component analysis of Ridit scores to evaluate the dimensionality of the indicators. We conducted an exploratory factor analysis using only the indicators in the Centers for Medicare & Medicaid Services' Hospital Value-Based Purchasing. PRINCIPAL FINDINGS There were four underlying dimensions of hospital quality: patient experience, mortality, and two clinical process dimensions. CONCLUSIONS Hospital quality should be measured using a variety of indicators reflecting different dimensions of quality. Treating hospital quality as unidimensional leads to erroneous conclusions about the performance of different hospitals.
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Affiliation(s)
| | | | | | - Paul D Cleary
- School of Public Health, Yale University, New Haven, Connecticut
| | - Ron D Hays
- Division of General Internal Medicine & Health Services Research, University of California, Los Angeles, California
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