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Bratu ML, Sandesc D, Anghel T, Bratosin F, Vlad SV, Terzi A, Streian CG. Evaluating Quality of Life Changes over 12 Months Among Opiate Users from Romania and Associated Worsening Factors. Life (Basel) 2024; 14:1336. [PMID: 39459636 PMCID: PMC11509252 DOI: 10.3390/life14101336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2024] [Accepted: 10/17/2024] [Indexed: 10/28/2024] Open
Abstract
This study aimed to evaluate the changes in quality of life (QoL) over a 12-month period among opiate users in Romania, identifying factors that contribute to a worsening of their condition. By examining these dynamics, the research intended to inform targeted interventions and support mechanisms to mitigate the negative outcomes associated with opiate use. Conducted as a longitudinal cohort analysis, this study enrolled 74 participants diagnosed with opioid use disorders from multiple healthcare settings in Romania. The WHOQOL-BREF instrument was utilized to assess QoL, with data collection spanning from 1 January 2023 to 31 December 2023. Ethical compliance with the Declaration of Helsinki was maintained, and participants provided informed consent. Statistical analysis was performed using SPSS, focusing on the impact of demographic and behavioral variables on QoL. Over the 12-month period, significant improvements were observed in all QoL domains: physical (51.68 to 58.39, p < 0.001), psychological (49.34 to 55.32, p < 0.001), social (46.21 to 53.66, p < 0.001), and environmental (47.85 to 54.17, p < 0.001). Methadone compliance significantly influenced positive outcomes across all domains. Compliant participants exhibited higher mean scores compared to non-compliant users, with respective increases in the physical domain from 52.47 to 60.21 (p < 0.001), psychological from 50.93 to 58.32 (p < 0.001), social from 48.36 to 57.14 (p < 0.001), and environmental from 47.82 to 55.79 (p < 0.001). Additionally, education showed a protective effect, particularly enhancing environmental QoL (estimate = 0.33, p = 0.013). Methadone compliance and higher education levels were identified as significant predictors of improved QoL among opiate users, demonstrating the critical importance of adherence to treatment protocols and the supportive role of education in enhancing life quality. These findings highlight the necessity for integrated treatment programs and educational interventions to improve the well-being of individuals battling opioid addiction, advocating for policy enhancements and supportive measures tailored to this demographic.
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Affiliation(s)
- Melania Lavinia Bratu
- Center for Neuropsychology and Behavioral Medicine, Department of Psychology, Faculty of General Medicine, “Victor Babes” University of Medicine and Pharmacy Timisoara, Eftimie Murgu Square 2, 300041 Timisoara, Romania; (M.L.B.); (T.A.)
- Doctoral School, “Victor Babes” University of Medicine and Pharmacy Timisoara, Eftimie Murgu Square 2, 300041 Timisoara, Romania
- Center for Cognitive Research in Neuropsychiatric Pathology, Department of Neurosciences, “Victor Babes” University of Medicine and Pharmacy Timisoara, Eftimie Murgu Square 2, 300041 Timisoara, Romania
| | - Dorel Sandesc
- Department of Anesthesia and Intensive Care, “Victor Babes” University of Medicine and Pharmacy Timisoara, Eftimie Murgu Square 2, 300041 Timisoara, Romania;
| | - Teodora Anghel
- Center for Neuropsychology and Behavioral Medicine, Department of Psychology, Faculty of General Medicine, “Victor Babes” University of Medicine and Pharmacy Timisoara, Eftimie Murgu Square 2, 300041 Timisoara, Romania; (M.L.B.); (T.A.)
- Center for Cognitive Research in Neuropsychiatric Pathology, Department of Neurosciences, “Victor Babes” University of Medicine and Pharmacy Timisoara, Eftimie Murgu Square 2, 300041 Timisoara, Romania
| | - Felix Bratosin
- Methodological and Infectious Diseases Research Center, Department of Infectious Diseases, “Victor Babes” University of Medicine and Pharmacy Timisoara, Eftimie Murgu Square 2, 300041 Timisoara, Romania;
| | - Silviu Valentin Vlad
- Department of Surgery, Faculty of Medicine, University of Oradea, 410073 Oradea, Romania
| | - Artiom Terzi
- Department of General Medicine, “Nicolae Testemitanu” State University of Medicine and Pharmacy, Stefan cel Mare si Sfant Boulevard 165, 2004 Chisinau, Moldova;
| | - Caius Glad Streian
- Department of Cardiac Surgery, “Victor Babes” University of Medicine and Pharmacy Timisoara, 300041 Timisoara, Romania;
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Pinhal M, Schreck B, Leboucher J, Victorri-Vigneau C, Laforgue EJ, Grall-Bronnec M. Are the self-stigma and perceived stigma of patients treated with methadone or buprenorphine still a problem fifty years after the marketing authorization for opioid agonist treatment? The observational STIGMA study. Addict Sci Clin Pract 2024; 19:74. [PMID: 39415293 PMCID: PMC11481267 DOI: 10.1186/s13722-024-00506-1] [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] [Received: 04/11/2024] [Accepted: 09/23/2024] [Indexed: 10/18/2024] Open
Abstract
BACKGROUND In the context of the opioid overdose crisis, understanding the barriers to seeking, attaining and remaining in treatment for patients with opioid use disorder (OUD) is a public health issue. To date, very few studies have assessed the "self-stigma" (i.e., the internalization of negative societal attitudes and stereotypes about oneself, leading to self-judgment) and "perceived stigma" (i.e., the belief that others hold negative attitudes towards oneself due to a particular condition) experienced by patients with OUD receiving opioid agonist treatment (OAT), and none have done so in France. Our study aimed to quantify self-stigma, explore some aspects of perceived stigma, determine the factors associated with greater self-stigma and examine whether the level of self-stigma was related to a delay in seeking care. METHODS The STIGMA study was a monocentric, cross-sectional study. The data were collected in a French hospital addiction medicine department. Participants were outpatients with current or past OUD who were still receiving or had received OAT. A questionnaire assessing sociodemographics; OUD characteristics; perceived stigma; and quantification of self-stigma by the Self-Stigma Scale-Short, was administered. RESULTS A total of 73 questionnaires were included in the analysis. Nearly two-thirds of the patients had a "moderate to high" level of self-stigma. These patients were significantly younger at OUD onset and were significantly more likely to have at least one dependent child than patients reporting a "very low to low" level of self-stigma. Nearly half of the participants experienced perceived stigma from a healthcare professional regarding their OUD or OAT, and nearly one-third of the participants were refused care from a healthcare professional because of their OUD or OAT. Moreover, a quarter of the sample reported delaying care due to fear of being stigmatized. We did not find a relationship between self-stigma levels and a delay in seeking care. CONCLUSIONS Our study highlights the need to detect stigma and to improve training in addiction medicine.
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Affiliation(s)
- Mélanie Pinhal
- Addictive Medicine and Psychiatry Department, Nantes Université, CHU Nantes, 44000, Nantes, France
| | - Benoit Schreck
- Addictive Medicine and Psychiatry Department, Nantes Université, CHU Nantes, 44000, Nantes, France
- Nantes Université, Univ Tours, CHU Nantes, CHU Tours, INSERM, MethodS in Patients Centered Outcomes and HEalth ResEarch, SPHERE, 44000, Nantes, France
| | - Juliette Leboucher
- Addictive Medicine and Psychiatry Department, Nantes Université, CHU Nantes, 44000, Nantes, France
| | - Caroline Victorri-Vigneau
- Nantes Université, Univ Tours, CHU Nantes, CHU Tours, INSERM, MethodS in Patients Centered Outcomes and HEalth ResEarch, SPHERE, 44000, Nantes, France
- Pharmacology Department, Nantes Université, CHU Nantes, 44000, Nantes, France
| | - Edouard-Jules Laforgue
- Addictive Medicine and Psychiatry Department, Nantes Université, CHU Nantes, 44000, Nantes, France
- Nantes Université, Univ Tours, CHU Nantes, CHU Tours, INSERM, MethodS in Patients Centered Outcomes and HEalth ResEarch, SPHERE, 44000, Nantes, France
- Pharmacology Department, Nantes Université, CHU Nantes, 44000, Nantes, France
| | - Marie Grall-Bronnec
- Addictive Medicine and Psychiatry Department, Nantes Université, CHU Nantes, 44000, Nantes, France.
- Nantes Université, Univ Tours, CHU Nantes, CHU Tours, INSERM, MethodS in Patients Centered Outcomes and HEalth ResEarch, SPHERE, 44000, Nantes, France.
- Pharmacology Department, Nantes Université, CHU Nantes, 44000, Nantes, France.
- Addiction Medicine and Psychiatry Department, Saint Jacques Hospital, 85, Rue Saint Jacques, 44093, Nantes Cedex 1, France.
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Jalali A. Informing evidence-based medicine for opioid use disorder using pharmacoeconomic studies. Expert Rev Pharmacoecon Outcomes Res 2024; 24:599-611. [PMID: 38696161 PMCID: PMC11389975 DOI: 10.1080/14737167.2024.2350561] [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: 01/11/2024] [Accepted: 04/29/2024] [Indexed: 05/08/2024]
Abstract
INTRODUCTION The health and economic consequences of inadequately treated opioid use disorder (OUD) are substantial. Healthcare systems in the United States (US) and other countries are facing a growing healthcare crisis due to opioids. Although effective medications for OUD exist, relying solely on clinical information is insufficient for addressing the opioid crisis. AREAS COVERED In this review, the role of pharmacoeconomic studies in informing evidence-based medication treatment for OUD is discussed, with a particular emphasis on the US healthcare system, where the economic burden is significantly higher than the global average. The scope/objective of pharmacoeconomics as a distinct scientific research program is briefly defined, followed by a discussion of existing evidence informed by data from systematic reviews, in addition to a convenience sample of recently published pharmacoeconomic studies and protocols. The review also explores the need for methodological advancements in the field. EXPERT OPINION Despite the potential of pharmacoeconomic research in shaping evidence-based medicine for OUD, significant challenges limiting its real-world application remain. How to address these challenges are explored, including how to combine cost-effectiveness and budget impact analyses to address the needs of the healthcare system as a whole and specific stakeholders interested in adopting new OUD treatment strategies.
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Affiliation(s)
- Ali Jalali
- Department of Population Health Sciences, Division of Comparative Effectiveness & Outcomes Research, Joan and Sanford I. Weill Medical College of Cornell University, New York, NY, USA
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Carroll C, Hand D, Covington W, Rodgers J, Hudson J, Li L, Walter LA. Emergency-department initiated buprenorphine: Impact on quality of life. DRUG AND ALCOHOL DEPENDENCE REPORTS 2023; 9:100191. [PMID: 37771948 PMCID: PMC10522937 DOI: 10.1016/j.dadr.2023.100191] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Revised: 09/15/2023] [Accepted: 09/16/2023] [Indexed: 09/30/2023]
Abstract
Introduction Emergency department (ED)-initiated medications for opioid use disorder (MOUD) have emerged as an acute care strategy against the opioid epidemic. When initiated in the outpatient setting, MOUD has been demonstrated to have a positive impact on patients' quality of life (QoL). It is unclear how engagement in ED-initiated MOUD, a novel initiation setting and unique patient cohort, might impact QoL. We sought to describe QoL variables reported by patients engaged in ED-initiated MOUD. Methods A retrospective observational study of an ED-initiated MOUD program was performed, inclusive of enrollments from July 2019 through February 2022. Participants were interviewed at intake, 3-months, and 6-months, during which QoL indices were measured via Government Performance and Results Act (GPRA) variables. Descriptive statistics and Pearson's Chi-Square analyses were utilized to assess the data. Results Of 315 participants, majority were white (78.4 %), male (64.4 %), between the ages of 25-44 (74.6 %), and heavily burdened by lack of insurance, homelessness, and unemployment. One hundred forty participants (44.4 % eligible) completed 3-month follow-up and 90 (28.5 %) completed 6-month follow-up. There were no significant demographic differences amongst respondents at 3- and 6-months as compared to intake. Objective QoL variables significantly improved at 3- and 6-months as compared to intake (p < 0.01). Subjective QoL variables also demonstrated significant improvement at follow-up (p < 0.05). Conclusion ED patients with OUD, eligible for MOUD, may face a number of social and interpersonal variables which heavily impact QoL. ED-initiated MOUD may positively impact subsequent QoL when measured over time.
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Affiliation(s)
- Caleb Carroll
- University of Alabama at Birmingham, Heersink School of Medicine, Birmingham, AL, United States
| | - Delissa Hand
- O'Neal Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Whitney Covington
- Department of Emergency Medicine, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Joel Rodgers
- Department of Surgery, Division of Trauma and Acute Care Surgery, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Jolanda Hudson
- Department of Emergency Medicine, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Li Li
- Department of Psychiatry and Behavioral Neurobiology, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Lauren A. Walter
- Department of Emergency Medicine, University of Alabama at Birmingham, Birmingham, AL, United States
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Obekpa EO, McCurdy SA, Schick V, Markham CM, Gallardo KR, Wilkerson JM. Health-related quality of life and recovery capital among recovery residents taking medication for opioid use disorder in Texas. Front Public Health 2023; 11:1284192. [PMID: 38054070 PMCID: PMC10694473 DOI: 10.3389/fpubh.2023.1284192] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Accepted: 10/27/2023] [Indexed: 12/07/2023] Open
Abstract
Background Recovery from opioid use disorder (OUD) includes improvements in health-related quality of life (HRQOL) and is supported by recovery capital (RC). Little is known about RC and HRQOL among recovery residents taking medication for OUD. We described HRQOL and RC and identified predictors of HRQOL. Methods Project HOMES is an ongoing longitudinal study implemented in 14 recovery homes in Texas. This is a cross-sectional analysis of data from 358 participants' on HRQOL (five EQ-5D-5L dimensions-mobility, self-care, usual activities, pain/discomfort, and anxiety/depression) and RC (Assessment of Recovery Capital scores) collected from April 2021 to June 2023. Statistical analyses were conducted using T-, Chi-squared, and Fisher's exact tests. Results Most participants were 35 years/older (50.7%), male (58.9%), non-Hispanic White (68.4%), heterosexual (82.8%), and reported HRQOL problems, mainly anxiety/depression (78.4%) and pain/discomfort (55.7%). Participants who were 35 years/older [mean (SD) = 42.6 (7.3)] were more likely to report mobility and pain/discomfort problems than younger participants. Female participants were more likely to report pain/discomfort problems than male participants. Sexual minorities were more likely to report anxiety/depression problems than heterosexual participants. Married participants and those in committed relationships were more likely to report problems conducting self-care than single/never-married participants. Comorbid conditions were associated with mobility, pain/discomfort, and usual activities problems. Most participants reported high social (65.4%), personal (69.0%), and total (65.6%) RC. Low personal RC was associated with mobility (aOR = 0.43, CI = 0.24-0.76), self-care (aOR = 0.13, CI = 0.04-0.41), usual activities (aOR = 0.25, CI = 0.11-0.57), pain/discomfort (aOR = 0.37, CI = 0.20-0.68), and anxiety/depression (aOR = 0.33, CI = 0.15-0.73) problems. Low total RC was associated with problems conducting self-care (aOR = 0.20, CI = 0.07-0.60), usual activities (aOR = 0.43, CI = 0.22-0.83), pain/discomfort problems (aOR = 0.55, CI = 0.34-0.90), and anxiety/depression (aOR = 0.20, CI = 0.10-0.41) problems. Social RC was not associated with HRQOL. Conclusion Personal and total RC and comorbid conditions predict HRQOL. Although the opioid crisis and the increasing prevalence of comorbidities have been described as epidemics, they are currently being addressed as separate public health issues. Our findings underscore the importance of ensuring residents are provided with interprofessional care to reduce the burden of comorbidities, which can negatively impact their OUD recovery. Their RC should be routinely assessed and enhanced to support their recovery and improve HRQOL.
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Affiliation(s)
- Elizabeth O. Obekpa
- Department of Health Promotion and Behavioral Science, The University of Texas Health Science Center Houston, School of Public Health, Houston, TX, United States
| | - Sheryl A. McCurdy
- Department of Health Promotion and Behavioral Science, The University of Texas Health Science Center Houston, School of Public Health, Houston, TX, United States
| | - Vanessa Schick
- Department of Management, Policy, and Community Health, The University of Texas Health Science Center Houston, School of Public Health, Houston, TX, United States
| | - Christine M. Markham
- Department of Health Promotion and Behavioral Science, The University of Texas Health Science Center Houston, School of Public Health, Houston, TX, United States
| | - Kathryn R. Gallardo
- Department of Health Promotion and Behavioral Science, The University of Texas Health Science Center Houston, School of Public Health, Houston, TX, United States
| | - Johnny Michael Wilkerson
- Department of Health Promotion and Behavioral Science, The University of Texas Health Science Center Houston, School of Public Health, Houston, TX, United States
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Cadet T, Jalali A, Jeng PJ, Poole S, Woody G, Murphy SM. Determinants of health-related quality of life among individuals with opioid use disorder, recently released from incarceration. Addict Sci Clin Pract 2023; 18:34. [PMID: 37231479 DOI: 10.1186/s13722-023-00375-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Accepted: 03/15/2023] [Indexed: 05/27/2023] Open
Abstract
BACKGROUND\OBJECTIVES: Concomitant with low rates of pharmacotherapy for incarcerated individuals with OUD, there is a high rate of opioid overdose following re-entry into the community. Our research objective was to develop a better understanding of the factors that influence health-related quality-of-life (HRQoL) among this population during the high-risk transition period from incarceration to community. Few studies have assessed health-related quality-of-life (HRQoL) among individuals with OUD who are involved with the criminal-legal system, let alone over the period directly surrounding release from incarceration. METHODS Secondary longitudinal analysis of data from a clinical trial where participants were randomized 1:1 to pre-release extended-release naltrexone (XR-NTX) + referral to community XR-NTX, vs. referral only. We conducted individual, multivariable regressions of EQ-5D domains (mobility, pain/discomfort, anxiety/depression; usual activities and self-care were excluded due to insufficient variation in scores), and the overall preference/utility score. HRQoL data were subset to timepoints immediately before release (baseline) and 12 weeks post-release; treatment groups were collapsed across condition. Multiple imputation by chained equations was conducted to handle missing 3-month data in the dependent variables and covariates, ad hoc. RESULTS Greater severity in the psychiatric composite score was associated with substantially lower HRQoL, across all measures, following release from incarceration. Greater severity in the medical composite score was associated with lower pain/discomfort-related HRQoL. CONCLUSIONS Our findings highlight the importance of ensuring individuals with OUD are linked not only to MOUD, but also treatment for their comorbid conditions upon release from incarceration.
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Affiliation(s)
- Techna Cadet
- Department of Population Health Sciences, Weill Cornell Medical College, 425 East 61St Street, Suite 301, New York, NY, 10065, USA.
| | - Ali Jalali
- Department of Population Health Sciences, Weill Cornell Medical College, 425 East 61St Street, Suite 301, New York, NY, 10065, USA
| | - Philip J Jeng
- Department of Population Health Sciences, Weill Cornell Medical College, 425 East 61St Street, Suite 301, New York, NY, 10065, USA
| | - Sabrina Poole
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - George Woody
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Sean M Murphy
- Department of Population Health Sciences, Weill Cornell Medical College, 425 East 61St Street, Suite 301, New York, NY, 10065, USA
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Whitehurst DGT, Mah C, Krebs E, Enns B, Socias ME, Jutras-Aswad D, Le Foll B, Nosyk B. Sensitivity to change of generic preference-based instruments (EQ-5D-3L, EQ-5D-5L, and HUI3) in the context of treatment for people with prescription-type opioid use disorder in Canada. Qual Life Res 2023:10.1007/s11136-023-03381-6. [PMID: 37027087 PMCID: PMC10080515 DOI: 10.1007/s11136-023-03381-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/22/2023] [Indexed: 04/08/2023]
Abstract
PURPOSE Using data from a randomized controlled trial for treatment of prescription-type opioid use disorder in Canada, this study examines sensitivity to change in three preference-based instruments [EQ-5D-3L, EQ-5D-5L, and the Health Utilities Index Mark 3 (HUI3)] and explores an oft-overlooked consideration when working with contemporaneous responses for similar questions-data quality. METHODS Analyses focused on the relative abilities of three instruments to capture change in health status. Distributional methods were used to categorize individuals as 'improved' or 'not improved' for eight anchors (seven clinical, one generic). Sensitivity to change was assessed using area under the ROC (receiver operating characteristics) curve (AUC) analysis and comparisons of mean change scores for three time periods. A 'strict' data quality criteria, defined a priori, was applied. Analyses were replicated using 'soft' and 'no' criteria. RESULTS Data from 160 individuals were used in the analysis; 30% had at least one data quality violation at baseline. Despite mean index scores being significantly lower for the HUI3 compared with EQ-5D instruments at each time point, the magnitudes of change scores were similar. No instrument demonstrated superior sensitivity to change. While six of the 10 highest AUC estimates were for the HUI3, 'moderate' classifications of discriminative ability were identified in 12 (of 22) analyses for each EQ-5D instrument, compared with eight for the HUI3. CONCLUSION Negligible differences were observed between the EQ-5D-3L, EQ-5D-5L, and HUI3 regarding the ability to measure change. The prevalence of data quality violations-which differed by ethnicity-requires further investigation.
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Affiliation(s)
| | - Cassandra Mah
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada
| | - Emanuel Krebs
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada
- Centre for Health Evaluation and Outcome Sciences, Vancouver, BC, Canada
| | - Benjamin Enns
- Centre for Health Evaluation and Outcome Sciences, Vancouver, BC, Canada
| | - M Eugenia Socias
- Department of Medicine, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
- British Columbia Centre on Substance Use, Vancouver, BC, Canada
| | - Didier Jutras-Aswad
- Research Centre, Centre Hospitalier de l'Université de Montréal, Montreal, QC, Canada
- Department of Psychiatry and Addiction, Faculty of Medicine, Université de Montréal, Montreal, QC, Canada
| | - Bernard Le Foll
- Department of Pharmacology and Toxicology, Faculty of Medicine, University of Toronto, Toronto, ON, Canada
- Department of Family and Community Medicine, Faculty of Medicine, University of Toronto, Toronto, ON, Canada
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
- Translational Addiction Research Laboratory, Campbell Family Mental Health Research Institute, Center for Addiction and Mental Health (CAMH), Toronto, ON, Canada
- Acute Care Program, CAMH, Toronto, ON, Canada
| | - Bohdan Nosyk
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada
- Centre for Health Evaluation and Outcome Sciences, Vancouver, BC, Canada
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Jalali A, Tamimi RM, McPherson SM, Murphy SM. Econometric Issues in Prospective Economic Evaluations Alongside Clinical Trials: Combining the Nonparametric Bootstrap With Methods That Address Missing Data. Epidemiol Rev 2022; 44:67-77. [PMID: 36104860 PMCID: PMC10362933 DOI: 10.1093/epirev/mxac006] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2021] [Revised: 08/09/2022] [Accepted: 09/07/2022] [Indexed: 12/29/2022] Open
Abstract
Prospective economic evaluations conducted alongside clinical trials have become an increasingly popular approach in evaluating the cost-effectiveness of a public health initiative or treatment intervention. These types of economic studies provide improved internal validity and accuracy of cost and effectiveness estimates of health interventions and, compared with simulation or decision-analytic models, have the advantage of jointly observing health and economics outcomes of trial participants. However, missing data due to incomplete response or patient attrition, and sampling uncertainty are common concerns in econometric analysis of clinical trials. Missing data are a particular problem for comparative effectiveness trials of substance use disorder interventions. Multiple imputation and inverse probability weighting are 2 widely recommended methods to address missing data bias, and the nonparametric bootstrap is recommended to address uncertainty in predicted mean cost and effectiveness between trial interventions. Although these methods have been studied extensively by themselves, little is known about how to appropriately combine them and about the potential pitfalls and advantages of different approaches. We provide a review of statistical methods used in 29 economic evaluations of substance use disorder intervention identified from 4 published systematic reviews and a targeted search of the literature. We evaluate how each study addressed missing data bias, whether the recommended nonparametric bootstrap was used, how these 2 methods were combined, and conclude with recommendations for future research.
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Affiliation(s)
- Ali Jalali
- Correspondence to Dr. Ali Jalali, Department of Population Health Sciences, Weill Cornell Medicine, 425 East 61st Street, Suite 301, New York, NY 10065 (e-mail: )
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Kelley AT, Incze MA, Baylis JD, Calder SG, Weiner SJ, Zickmund SL, Jones AL, Vanneman ME, Conroy MB, Gordon AJ, Bridges JF. Patient-centered quality measurement for opioid use disorder: Development of a taxonomy to address gaps in research and practice. Subst Abus 2022; 43:1286-1299. [PMID: 35849749 PMCID: PMC9703846 DOI: 10.1080/08897077.2022.2095082] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
Background: Evidence-based treatment is provided infrequently and inconsistently to patients with opioid use disorder (OUD). Treatment guidelines call for high-quality, patient-centered care that meets individual preferences and needs, but it is unclear whether current quality measures address individualized aspects of care and whether measures of patient-centered OUD care are supported by evidence. Methods: We conducted an environmental scan of OUD care quality to (1) evaluate patient-centeredness in current OUD quality measures endorsed by national agencies and in national OUD treatment guidelines; and (2) review literature evidence for patient-centered care in OUD diagnosis and management, including gaps in current guidelines, performance data, and quality measures. We then synthesized these findings to develop a new quality measurement taxonomy that incorporates patient-centered aspects of care and identifies priority areas for future research and quality measure development. Results: Across 31 endorsed OUD quality measures, only two measures of patient experience incorporated patient preferences and needs, while national guidelines emphasized providing patient-centered care. Among 689 articles reviewed, evidence varied for practices of patient-centered care. Many practices were supported by guidelines and substantial evidence, while others lacked evidence despite guideline support. Our synthesis of findings resulted in EQuIITable Care, a taxonomy comprised of six classifications: (1) patient Experience and engagement, (2) Quality of life; (3) Identification of patient risks; (4) Interventions to mitigate patient risks; (5) Treatment; and (6) Care coordination and navigation. Conclusions: Current quality measurement for OUD lacks patient-centeredness. EQuIITable Care for OUD provides a roadmap to develop measures of patient-centered care for OUD.
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Affiliation(s)
- A. Taylor Kelley
- Informatics, Decision-Enhancement and Analytic Sciences (IDEAS) Center, VA Salt Lake City Health Care System, Salt Lake City, Utah, USA
- Vulnerable Veteran Innovative Patient-aligned Care Team (VIP), VA Salt Lake City Health Care System, Salt Lake City, Utah, USA
- Division of General Internal Medicine, Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, Utah, USA
- Program for Addiction Research, Clinical Care, Knowledge, and Advocacy (PARCKA), Division of Epidemiology, Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, Utah, USA
| | - Michael A. Incze
- Division of General Internal Medicine, Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, Utah, USA
- Program for Addiction Research, Clinical Care, Knowledge, and Advocacy (PARCKA), Division of Epidemiology, Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, Utah, USA
| | - Jacob D. Baylis
- Informatics, Decision-Enhancement and Analytic Sciences (IDEAS) Center, VA Salt Lake City Health Care System, Salt Lake City, Utah, USA
- Vulnerable Veteran Innovative Patient-aligned Care Team (VIP), VA Salt Lake City Health Care System, Salt Lake City, Utah, USA
- Program for Addiction Research, Clinical Care, Knowledge, and Advocacy (PARCKA), Division of Epidemiology, Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, Utah, USA
| | - Spencer G. Calder
- Informatics, Decision-Enhancement and Analytic Sciences (IDEAS) Center, VA Salt Lake City Health Care System, Salt Lake City, Utah, USA
- Vulnerable Veteran Innovative Patient-aligned Care Team (VIP), VA Salt Lake City Health Care System, Salt Lake City, Utah, USA
- Program for Addiction Research, Clinical Care, Knowledge, and Advocacy (PARCKA), Division of Epidemiology, Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, Utah, USA
| | - Saul J. Weiner
- Center of Innovation for Complex Chronic Healthcare, Jesse Brown VA Chicago Health Care System, Chicago, Illinois, USA
- Division of Academic Internal Medicine and Geriatrics, Department of Medicine, The University of Illinois College of Medicine at Chicago, Chicago, Illinois, USA
| | - Susan L. Zickmund
- Informatics, Decision-Enhancement and Analytic Sciences (IDEAS) Center, VA Salt Lake City Health Care System, Salt Lake City, Utah, USA
- Division of Epidemiology, Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, Utah, USA
| | - Audrey L. Jones
- Informatics, Decision-Enhancement and Analytic Sciences (IDEAS) Center, VA Salt Lake City Health Care System, Salt Lake City, Utah, USA
- Vulnerable Veteran Innovative Patient-aligned Care Team (VIP), VA Salt Lake City Health Care System, Salt Lake City, Utah, USA
- Program for Addiction Research, Clinical Care, Knowledge, and Advocacy (PARCKA), Division of Epidemiology, Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, Utah, USA
- Division of Epidemiology, Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, Utah, USA
| | - Megan E. Vanneman
- Informatics, Decision-Enhancement and Analytic Sciences (IDEAS) Center, VA Salt Lake City Health Care System, Salt Lake City, Utah, USA
- Program for Addiction Research, Clinical Care, Knowledge, and Advocacy (PARCKA), Division of Epidemiology, Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, Utah, USA
- Division of Epidemiology, Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, Utah, USA
- Division of Health System Innovation and Research, Department of Population Health Sciences, University of Utah School of Medicine, Salt Lake City, Utah, USA
| | - Molly B. Conroy
- Division of General Internal Medicine, Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, Utah, USA
| | - Adam J. Gordon
- Informatics, Decision-Enhancement and Analytic Sciences (IDEAS) Center, VA Salt Lake City Health Care System, Salt Lake City, Utah, USA
- Vulnerable Veteran Innovative Patient-aligned Care Team (VIP), VA Salt Lake City Health Care System, Salt Lake City, Utah, USA
- Program for Addiction Research, Clinical Care, Knowledge, and Advocacy (PARCKA), Division of Epidemiology, Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, Utah, USA
- Division of Epidemiology, Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, Utah, USA
| | - John F.P. Bridges
- Department of Biomedical Informatics, The Ohio State University College of Medicine, Columbus, Ohio, USA
- Department of Health, Behavior, and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
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10
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Nielsen S, Tse WC, Larance B. Opioid agonist treatment for people who are dependent on pharmaceutical opioids. Cochrane Database Syst Rev 2022; 9:CD011117. [PMID: 36063082 PMCID: PMC9443668 DOI: 10.1002/14651858.cd011117.pub3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
BACKGROUND There are ongoing concerns regarding pharmaceutical opioid-related harms, including overdose and dependence, with an associated increase in treatment demand. People dependent on pharmaceutical opioids appear to differ in important ways from people who use heroin, yet most opioid agonist treatment research has been conducted in people who use heroin. OBJECTIVES: To assess the effects of maintenance opioid agonist pharmacotherapy for the treatment of pharmaceutical opioid dependence. SEARCH METHODS We updated our searches of the following databases to January 2022: the Cochrane Drugs and Alcohol Group Specialised Register, CENTRAL, MEDLINE, four other databases, and two trial registers. We checked the reference lists of included studies for further references to relevant randomised controlled trials (RCTs). SELECTION CRITERIA We included RCTs with adults and adolescents examining maintenance opioid agonist treatments that made the following two comparisons. 1. Full opioid agonists (methadone, morphine, oxycodone, levo-alpha-acetylmethadol (LAAM), or codeine) versus different full opioid agonists or partial opioid agonists (buprenorphine) for maintenance treatment. 2. Full or partial opioid agonist maintenance versus non-opioid agonist treatments (detoxification, opioid antagonist, or psychological treatment without opioid agonist treatment). DATA COLLECTION AND ANALYSIS We used standard Cochrane methods. MAIN RESULTS We identified eight RCTs that met inclusion criteria (709 participants). We found four studies that compared methadone and buprenorphine maintenance treatment, and four studies that compared buprenorphine maintenance to either buprenorphine taper (in addition to psychological treatment) or a non-opioid maintenance treatment comparison. We found low-certainty evidence from three studies of a difference between methadone and buprenorphine in favour of methadone on self-reported opioid use at end of treatment (risk ratio (RR) 0.49, 95% confidence interval (CI) 0.28 to 0.86; 165 participants), and low-certainty evidence from four studies finding a difference in favour of methadone for retention in treatment (RR 1.21, 95% CI 1.02 to 1.43; 379 participants). We found low-certainty evidence from three studies showing no difference between methadone and buprenorphine on substance use measured with urine drug screens at end of treatment (RR 0.81, 95% CI 0.57 to 1.17; 206 participants), and moderate-certainty evidence from one study of no difference in days of self-reported opioid use (mean difference 1.41 days, 95% CI 3.37 lower to 0.55 days higher; 129 participants). There was low-certainty evidence from three studies of no difference between methadone and buprenorphine on adverse events (RR 1.13, 95% CI 0.66 to 1.93; 206 participants). We found low-certainty evidence from four studies favouring maintenance buprenorphine treatment over non-opioid treatments in terms of fewer opioid positive urine drug tests at end of treatment (RR 0.66, 95% CI 0.52 to 0.84; 270 participants), and very low-certainty evidence from four studies finding no difference on self-reported opioid use in the past 30 days at end of treatment (RR 0.63, 95% CI 0.39 to 1.01; 276 participants). There was low-certainty evidence from three studies of no difference in the number of days of unsanctioned opioid use (standardised mean difference (SMD) -0.19, 95% CI -0.47 to 0.09; 205 participants). There was moderate-certainty evidence from four studies favouring buprenorphine maintenance over non-opioid treatments on retention in treatment (RR 3.02, 95% CI 1.73 to 5.27; 333 participants). There was moderate-certainty evidence from three studies of no difference in adverse effects between buprenorphine maintenance and non-opioid treatments (RR 0.50, 95% CI 0.07 to 3.48; 252 participants). The main weaknesses in the quality of the data was the use of open-label study designs, and difference in follow-up rates between treatment arms. AUTHORS' CONCLUSIONS There is very low- to moderate-certainty evidence supporting the use of maintenance agonist pharmacotherapy for pharmaceutical opioid dependence. Methadone or buprenorphine did not differ on some outcomes, although on the outcomes of retention and self-reported substance use some results favoured methadone. Maintenance treatment with buprenorphine appears more effective than non-opioid treatments. Due to the overall very low- to moderate-certainty evidence and small sample sizes, there is the possibility that the further research may change these findings.
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Affiliation(s)
- Suzanne Nielsen
- Monash Addiction Research Centre, Monash University, Frankston, Australia
| | - Wai Chung Tse
- Monash Addiction Research Centre, Monash University, Frankston, Australia
- School of Medicine, Monash University, Melbourne, Australia
| | - Briony Larance
- School of Psychology, Faculty of the Arts, Social Sciences and Humanities, University of Wollongong, Wollongong, Australia
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11
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Armoon B, Bayat AH, Bayani A, Mohammadi R, Ahounbar E, Fakhri Y. Quality of life and its associated factors among patients with substance use disorders: A systematic review and meta-analysis. JOURNAL OF SUBSTANCE USE 2022. [DOI: 10.1080/14659891.2022.2069612] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Affiliation(s)
- Bahram Armoon
- Social Determinants of Health Research Center, Saveh University of Medical Sciences, Saveh, Iran
| | - Amir-Hossien Bayat
- Social Determinants of Health Research Center, Saveh University of Medical Sciences, Saveh, Iran
| | - Azadeh Bayani
- School of Allied Medical Sciences, Student Research Committee, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Rasool Mohammadi
- Department of Biostatistics and Epidemiology, School of Public Health and Nutrition, Lorestan University of Medical Sciences, Khorramabad, Iran
| | - Elaheh Ahounbar
- Substance Abuse and Dependence Research Center, University of Social Welfare and Rehabilitation Sciences, Tehran, Iran
- Orygen, The National Center of Excellence in Youth Mental Health, University of Melbourne, Parkville, VIC, Australia
- Center for Youth Mental Health, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Parkville, Australia
| | - Yadollah Fakhri
- Food Health Research Center, Hormozgan University of Medical Sciences, Bandar Abbas, Iran
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12
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Gottlieb A, Bakos-Block C, Langabeer JR, Champagne-Langabeer T. Sociodemographic and Clinical Characteristics Associated with Improvements in Quality of Life for Participants with Opioid Use Disorder. Healthcare (Basel) 2022; 10:healthcare10010167. [PMID: 35052330 PMCID: PMC8775674 DOI: 10.3390/healthcare10010167] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Revised: 01/14/2022] [Accepted: 01/14/2022] [Indexed: 11/16/2022] Open
Abstract
Background: The Houston Emergency Opioid Engagement System was established to create an access pathway into long-term recovery for individuals with opioid use disorder. The program determines effectiveness across multiple dimensions, one of which is by measuring the participant’s reported quality of life (QoL) at the beginning of the program and at successive intervals. Methods: A visual analog scale was used to measure the change in QoL among participants after joining the program. We then identified sociodemographic and clinical characteristics associated with changes in QoL. Results: 71% of the participants (n = 494) experienced an increase in their QoL scores, with an average improvement of 15.8 ± 29 points out of a hundred. We identified 10 factors associated with a significant change in QoL. Participants who relapsed during treatment experienced minor increases in QoL, and participants who attended professional counseling experienced the largest increases in QoL compared with those who did not. Conclusions: Insight into significant factors associated with increases in QoL may inform programs on areas of focus. The inclusion of counseling and other services that address factors such as psychological distress were found to increase participants’ QoL and success in recovery.
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Affiliation(s)
- Assaf Gottlieb
- School of Biomedical Informatics, University of Texas Health Science Center at Houston, 7000 Fannin St., Houston, TX 77030, USA; (A.G.); (C.B.-B.); (J.R.L.)
| | - Christine Bakos-Block
- School of Biomedical Informatics, University of Texas Health Science Center at Houston, 7000 Fannin St., Houston, TX 77030, USA; (A.G.); (C.B.-B.); (J.R.L.)
| | - James R. Langabeer
- School of Biomedical Informatics, University of Texas Health Science Center at Houston, 7000 Fannin St., Houston, TX 77030, USA; (A.G.); (C.B.-B.); (J.R.L.)
- McGovern Medical School, University of Texas Health Science Center at Houston, 6431 Fannin St., Houston, TX 77030, USA
| | - Tiffany Champagne-Langabeer
- School of Biomedical Informatics, University of Texas Health Science Center at Houston, 7000 Fannin St., Houston, TX 77030, USA; (A.G.); (C.B.-B.); (J.R.L.)
- Correspondence:
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13
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Mallow PJ, Belk KW. Cost-utility analysis of single nucleotide polymorphism panel-based machine learning algorithm to predict risk of opioid use disorder. J Comp Eff Res 2021; 10:1349-1361. [PMID: 34672212 DOI: 10.2217/cer-2021-0115] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Aim: To conduct a cost-utility analysis of a novel genetic diagnostic test (OUDTEST) for risk of developing opioid use disorder for elective orthopedic surgery patients. Materials & Methods: A simulation model assessed cost-effectiveness and quality-adjusted life-years (QALYs) for OUDTEST from private insurer and self-insured employer perspectives over a 5-year time horizon for a hypothetical patient population. Results: OUDTEST was found to cost less and increase QALYs, over a 5-year period for private insurance (savings US$2510; QALYs 0.02) and self-insured employers (-US$2682; QALYs 0.02). OUDTEST was a dominant strategy in 71.1% (private insurance) and 72.7% (self-insured employer) of model iterations. Sensitivity analyses revealed robust results except for physician compliance. Conclusion: OUDTEST was expected to be a cost-effective solution for personalizing postsurgical pain management in orthopedic patients.
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Affiliation(s)
- Peter J Mallow
- Department of Health Services Administration, Xavier University, 3800 Victory Parkway, Cincinnati, OH 45207, USA
| | - Kathy W Belk
- Health Clarity Solutions, LLC, Mooresville, NC 28115, USA
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