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Design of a Multicenter Randomized Controlled Trial comparing the effectiveness of shared decision making versus motivational interviewing plus cognitive behavioral therapy for voluntary opioid tapering: The INSPIRE study protocol. Contemp Clin Trials 2024; 137:107410. [PMID: 38092285 DOI: 10.1016/j.cct.2023.107410] [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: 09/19/2023] [Revised: 11/29/2023] [Accepted: 12/07/2023] [Indexed: 12/24/2023]
Abstract
BACKGROUND This paper describes the design and protocol of a pragmatic, randomized trial to evaluate the comparative effectiveness of shared decision making versus motivational interviewing plus cognitive behavioral therapy for chronic pain for the voluntary tapering of opioid dose in adults with chronic noncancer pain. Integrated Services for Pain: Interventions to Reduce Pain Effectively (INSPIRE) is a multicenter, randomized trial conducted at three academic health centers in the southeastern United States. Participants are adults receiving long-term opioid therapy of at least 20 morphine milligram equivalents daily for chronic noncancer pain. METHODS Participants were randomized to either the shared decision-making intervention or the motivational interviewing session and cognitive behavioral therapy for chronic pain intervention. All participants also received guideline-concordant care supporting opioid pharmacotherapy. The primary outcome was change from baseline in average daily prescribed opioid dose at 12 months, using prescribing data from electronic health records. Secondary outcomes were Patient-Reported Outcomes Measurement Information System Pain Interference and Physical Function at 12 months. CONCLUSION This trial evaluates the comparative effectiveness of shared decision making versus motivational interviewing plus cognitive behavioral therapy for chronic pain for the voluntary tapering of opioid dose in adults with chronic noncancer pain. Results from this study can guide clinicians, researchers, and policymakers as they seek to reduce opioid prescribing and improve management of chronic pain. CLINICAL TRIALS REGISTRATION ClinicalTrials.gov Identifier: NCT03454555 (https://clinicaltrials.gov/ct2/show/record/NCT03454555). Participant enrollment began on June 26, 2019.
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The Medications for Opioid Use Disorder Study: Methods and Initial Outcomes From an 18-Month Study of Patients in Treatment for Opioid Use Disorder. Public Health Rep 2024:333549231222479. [PMID: 38268479 DOI: 10.1177/00333549231222479] [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: 01/26/2024] Open
Abstract
OBJECTIVE Opioid use disorder (OUD) affects approximately 5.6 million people in the United States annually, yet rates of the use of effective medication for OUD (MOUD) treatment are low. We conducted an observational cohort study from August 2017 through May 2021, the MOUD Study, to better understand treatment engagement and factors that may influence treatment experiences and outcomes. In this article, we describe the study design, data collected, and treatment outcomes. METHODS We recruited adult patients receiving OUD treatment at US outpatient facilities for the MOUD Study. We collected patient-level data at 5 time points (baseline to 18 months) via self-administered questionnaires and health record data. We collected facility-level data via questionnaires administered to facility directors at 2 time points. Across 16 states, 62 OUD treatment facilities participated, and 1974 patients enrolled in the study. We summarized descriptive data on the characteristics of patients and OUD treatment facilities and selected treatment outcomes. RESULTS Approximately half of the 62 facilities were private, nonprofit organizations; 62% focused primarily on substance use treatment; and 20% also offered mental health services. Most participants were receiving methadone (61%) or buprenorphine (32%) and were predominately non-Hispanic White (68%), aged 25-44 years (62%), and female (54%). Compared with patient-reported estimates at baseline, 18-month estimates suggested that rates of abstinence increased (55% to 77%), and rates of opioid-related overdoses (7% to 2%), emergency department visits (9% to 4%), and arrests (15% to 7%) decreased. CONCLUSIONS Our results demonstrated the benefits of treatment retention not only on abstinence from opioid use but also on other quality-of-life metrics, with data collected during an extended period. The MOUD Study produced rich, multilevel data that can lay the foundation for an evidence base to inform OUD treatment and support improvement of care and patient outcomes.
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Psychotherapies for the treatment of borderline personality disorder: A systematic review. J Consult Clin Psychol 2023:2024-19816-001. [PMID: 37902689 DOI: 10.1037/ccp0000833] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2023]
Abstract
OBJECTIVE Borderline personality disorder (BPD) is the most common personality disorder, affecting 1.8% of the general population, 10% of psychiatric outpatients, and 15%-25% of psychiatric inpatients. Practice guidelines recommend psychotherapies as first-line treatments. However, psychotherapies commonly used for the treatment of BPD are numerous, and little is known about the comparative effectiveness of each individual psychotherapy versus treatment as usual (TAU) or other psychotherapies. To systematically assess the comparative effectiveness of commonly used psychotherapies versus TAU or versus other psychotherapies for BPD treatment. METHOD We conducted systematic literature searches in MEDLINE, EMBASE, the Cochrane Library, and APA PsycINFO up to July 14, 2022, and searched reference lists of pertinent articles and reviews. Inclusion criteria were (a) patients 13 years or older with a diagnosis of BPD, (b) treatment with commonly used psychotherapies, (c) comparison with TAU or another psychotherapy, (d) assessment of relevant BPD-related health outcomes, and (e) randomized or nonrandomized trials or controlled observational studies. Two investigators independently screened abstracts and full-text articles and graded the certainty of evidence using the Grading of Recommendations Assessment, Development, and Evaluation approach. RESULTS We found 25 psychotherapy studies meeting inclusion criteria with data on 2,545 participants. Seventeen studies compared nine psychotherapies with TAU and nine studies compared eight psychotherapies with another psychotherapy for the treatment of BPD. Overall, both TAU and included psychotherapies were effective in treating the severity and symptoms of BPD. Moderate certainty of evidence suggests that systems training for emotional predictability and problem solving is more effective than TAU for the treatment of BPD; low certainty of evidence suggests that dialectical behavior therapy, schema therapy, transference-focused psychotherapy, acceptance and commitment therapy, manual-assisted cognitive therapy, and cognitive behavioral therapy are more effective than TAU for treating BPD. We were unable to draw conclusions from head-to-head comparisons of psychotherapies, which were limited to single studies with very low to low certainty of evidence. CONCLUSIONS All commonly used psychotherapies improve BPD severity, symptoms, and functioning. Our assessment found no strong evidence suggesting that any one psychotherapy is more beneficial than another. (PsycInfo Database Record (c) 2023 APA, all rights reserved).
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Using Named Entity Recognition to Identify Substances Used in the Self-medication of Opioid Withdrawal: Natural Language Processing Study of Reddit Data. JMIR Form Res 2022; 6:e33919. [PMID: 35353047 PMCID: PMC9008522 DOI: 10.2196/33919] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Revised: 12/28/2021] [Accepted: 01/21/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND The cessation of opioid use can cause withdrawal symptoms. People often continue opioid misuse to avoid these symptoms. Many people who use opioids self-treat withdrawal symptoms with a range of substances. Little is known about the substances that people use or their effects. OBJECTIVE The aim of this study is to validate a methodology for identifying the substances used to treat symptoms of opioid withdrawal by a community of people who use opioids on the social media site Reddit. METHODS We developed a named entity recognition model to extract substances and effects from nearly 4 million comments from the r/opiates and r/OpiatesRecovery subreddits. To identify effects that are symptoms of opioid withdrawal and substances that are potential remedies for these symptoms, we deduplicated substances and effects by using clustering and manual review, then built a network of substance and effect co-occurrence. For each of the 16 effects identified as symptoms of opioid withdrawal in the Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition, we identified the 10 most strongly associated substances. We classified these pairs as follows: substance is a Food and Drug Administration-approved or commonly used treatment for the symptom, substance is not often used to treat the symptom but could be potentially useful given its pharmacological profile, substance is a home or natural remedy for the symptom, substance can cause the symptom, or other or unclear. We developed the Withdrawal Remedy Explorer application to facilitate the further exploration of the data. RESULTS Our named entity recognition model achieved F1 scores of 92.1 (substances) and 81.7 (effects) on hold-out data. We identified 458 unique substances and 235 unique effects. Of the 130 potential remedies strongly associated with withdrawal symptoms, 54 (41.5%) were Food and Drug Administration-approved or commonly used treatments for the symptom, 17 (13.1%) were not often used to treat the symptom but could be potentially useful given their pharmacological profile, 13 (10%) were natural or home remedies, 7 (5.4%) were causes of the symptom, and 39 (30%) were other or unclear. We identified both potentially promising remedies (eg, gabapentin for body aches) and potentially common but harmful remedies (eg, antihistamines for restless leg syndrome). CONCLUSIONS Many of the withdrawal remedies discussed by Reddit users are either clinically proven or potentially useful. These results suggest that this methodology is a valid way to study the self-treatment behavior of a web-based community of people who use opioids. Our Withdrawal Remedy Explorer application provides a platform for using these data for pharmacovigilance, the identification of new treatments, and the better understanding of the needs of people undergoing opioid withdrawal. Furthermore, this approach could be applied to many other disease states for which people self-manage their symptoms and discuss their experiences on the web.
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Authors' Reply to Pereira Ribeiro et al.: Comment on "Pharmacological Treatments for Borderline Personality Disorder: A Systematic Review and Meta‑Analysis". CNS Drugs 2021; 35:1335-1336. [PMID: 34743294 DOI: 10.1007/s40263-021-00873-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/19/2021] [Indexed: 11/26/2022]
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Dialectical Pain Management: Feasibility of a Hybrid Third-Wave Cognitive Behavioral Therapy Approach for Adults Receiving Opioids for Chronic Pain. PAIN MEDICINE 2021; 22:1080-1094. [PMID: 33175158 DOI: 10.1093/pm/pnaa361] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
OBJECTIVES This study evaluated the feasibility, acceptability, and potential effectiveness of a hybrid skills-based group intervention, dialectical pain management (DPM), for adults with chronic pain who are receiving long-term opioid therapy. DPM adapts dialectical behavior therapy, a rigorous psychotherapeutic approach to emotion dysregulation, to treat disorders of physiological dysregulation. METHODS Individuals with chronic pain (N = 17) participated in one of two 8-week DPM intervention cohorts. At pre-test and post-test, participants completed quantitative self-report assessments measuring pain intensity and interference, depressive symptoms, pain acceptance, beliefs about pain medications, and global rating of change. Within 2 weeks after the intervention, participants completed qualitative interviews to assess participant satisfaction and obtain feedback about specific intervention components. RESULTS Of the 17 enrolled, 15 participants completed the group with 12 (70%) attending six or more sessions. Participants reported high satisfaction with the intervention. Preliminary findings suggested a significant increase in pain acceptance and a significant reduction in depressive symptoms. Participants also reported an improved relationship with their pain conditions and increased flexibility in responding to pain and applying coping skills. Several participants showed a reduction in opioid dosage over the course of the intervention. DISCUSSION Findings support that DPM is a feasible and well-received intervention for individuals with chronic pain. Additional research with a control group is needed to further determine the intervention's efficacy and impact.
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Pharmacological Treatments for Borderline Personality Disorder: A Systematic Review and Meta-Analysis. CNS Drugs 2021; 35:1053-1067. [PMID: 34495494 PMCID: PMC8478737 DOI: 10.1007/s40263-021-00855-4] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/08/2021] [Indexed: 12/21/2022]
Abstract
BACKGROUND Borderline personality disorder (BPD) is a debilitating psychiatric disorder that affects 0.4-3.9% of the population in Western countries. Currently, no medications have been approved by regulatory agencies for the treatment of BPD. Nevertheless, up to 96% of patients with BPD receive at least one psychotropic medication. OBJECTIVES The objective of this systematic review was to assess the general efficacy and the comparative effectiveness of different pharmacological treatments for BPD patients. METHODS We conducted systematic literature searches limited to English language in MEDLINE, EMBASE, the Cochrane Library, and PsycINFO up to April 6, 2021, and searched reference lists of pertinent articles and reviews. Inclusion criteria were (i) patients 13 years or older with a diagnosis of BPD, (ii) treatment with anticonvulsive medications, antidepressants, antipsychotic medications, benzodiazepines, melatonin, opioid agonists or antagonists, or sedative or hypnotic medications for at least 8 weeks, (iii) comparison with placebo or an eligible medication, (iv) assessment of health-relevant outcomes, (v) randomized or non-randomized trials or controlled observational studies. Two investigators independently screened abstracts and full-text articles and graded the certainty of evidence based on the GRADE (Grading of Recommendations Assessment, Development and Evaluation) approach. For meta-analyses, we used restricted maximum likelihood random effects models to estimate pooled effects. RESULTS Of 12,062 unique records, we included 21 randomized controlled trials (RCTs) with data on 1768 participants. Nineteen RCTs compared pharmacotherapies with placebo; two RCTs assessed active treatments head-to-head. Out of 87 medications in use in clinical practice, we found studies on just nine. Overall, the evidence indicates that the efficacy of pharmacotherapies for the treatment of BPD is limited. Second-generation antipsychotics, anticonvulsants, and antidepressants were not able to consistently reduce the severity of BPD. Low-certainty evidence indicates that anticonvulsants can improve specific symptoms associated with BPD such as anger, aggression, and affective lability but the evidence is mostly limited to single studies. Second-generation antipsychotics had little effect on the severity of specific BPD symptoms, but they improved general psychiatric symptoms in patients with BPD. CONCLUSIONS Despite the common use of pharmacotherapies for patients with BPD, the available evidence does not support the efficacy of pharmacotherapies alone to reduce the severity of BPD. REGISTRATION PROSPERO registration number, CRD42020194098.
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Utilization of prescription drug monitoring programs for prescribing and dispensing decisions: Results from a multi-site qualitative study. Res Social Adm Pharm 2019; 15:754-760. [PMID: 30243575 PMCID: PMC6417986 DOI: 10.1016/j.sapharm.2018.09.007] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2018] [Revised: 08/08/2018] [Accepted: 09/13/2018] [Indexed: 11/23/2022]
Abstract
BACKGROUND Prescription drug monitoring programs (PDMPs) track the dispensing of prescription-controlled substances with the goal of mitigating misuse and diversion. Authorized users query the PDMP for controlled substance prescription histories at the point of care. Despite widespread implementation of PDMPs, there is much not known about how PDMPs influence prescribing and dispensing decisions. OBJECTIVES The objective of this study was to investigate how primary care providers (PCPs) and pharmacists utilize PDMPs when making prescribing and dispensing decisions. METHODS Data from in-depth, qualitative interviews with PCPs (n = 48) and community pharmacists (n = 60) across four states- Arkansas, Idaho, Kentucky, and Washington were analyzed for themes around PDMP use. RESULTS Both PCPs and pharmacists reported that PDMPs are key tools for aiding prescribing and dispensing decisions. PCPs reported variable use of PDMPs with most querying the PDMP when there are "red flags" and fewer reporting having clinic policies that direct PDMP use. Primary care providers in Kentucky reported more consistent and routine use of the PDMP as a result of a state law that mandates query prior to the initial prescribing of Schedule II controlled substances. Community pharmacists practicing in chain pharmacies reported formal policies requiring PDMP query prior to dispensing opioids, while utilization of PDMPs by pharmacists practicing in independently-owned pharmacies was more variable. Pharmacists and PCPs reported barriers to PDMP use, such as having to "log in on a separate machine" and perceived that PDMP utility could be improved by integrating it within pharmacy dispensing systems and electronic health records. CONCLUSIONS Pharmacists and PCPs reported the importance of PDMP information to aid their prescribing and dispensing decisions. Efforts to enhance state PDMP programs should consider processes that seamlessly integrate all available controlled substance prescription history for a given patient at the point of care so that PDMP utility for prescribing and dispensing decisions is maximized.
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Factors Associated with Opioid Initiation in OEF/OIF/OND Veterans with Traumatic Brain Injury. PAIN MEDICINE (MALDEN, MASS.) 2018; 19:774-787. [PMID: 29036680 PMCID: PMC6659014 DOI: 10.1093/pm/pnx208] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Objective These analyses examined opioid initiation and chronic use among Iraq (OIF) and Afghanistan (OEF/OND) veterans with a new diagnosis of traumatic brain injury (TBI) in the Veterans Health Administration (VHA). Methods Data were obtained from national VHA data repositories. Analyses included OEF/OIF/OND veterans with a new TBI diagnosis in 2010-2012 who used the VHA at least twice, had not received a VHA opioid prescription in the 365 days before diagnosis, and had at least 365 days of data available after TBI diagnosis. Results Analyses included 35,621 veterans. Twenty-one percent initiated opioids; among new initiators, 23% used chronically. The mean dose was 24.0 mg morphine equivalent dose (MED) daily (SD = 24.26); mean days supplied was 60.52 (SD = 74.69). Initiation was significantly associated with age 36-45 years (odds ratio [OR] = 1.09, 95% CI = 1.01-1.17, P = 0.04), female gender (OR = 1.22, P < 0.001), having back pain (OR = 1.38, P < 0.0001), arthritis/joint pain (OR = 1.24, P < 0.0001), or neuropathic pain (OR = 1.415, P < 0.02). In veterans age 36-45 years, those living in small rural areas had higher odds of chronic opioid use (OR = 1.31, P < 0.0001, and OR = 1.33, P = 0.006, respectively) and back pain (OR = 1.36, P = 0.003). Headache/migraine pain was associated with decreased odds of chronic opioid use (OR = 0.639, P = 0.003). Conclusions Prevalence of opioid use is relatively low among OEF/OIF/OND veterans with newly diagnosed TBI who are using VHA. Among those who initiated opioids, about 25% use them chronically. Prescribing was mostly limited to moderate doses, with most veterans using opioids for approximately two months of the 12-month study period.
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Preventing and De-escalating Aggressive Behavior Among Adult Psychiatric Patients: A Systematic Review of the Evidence. Psychiatr Serv 2017; 68:819-831. [PMID: 28412887 DOI: 10.1176/appi.ps.201600314] [Citation(s) in RCA: 45] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
OBJECTIVE The project goal was to compare the effectiveness of strategies to prevent and de-escalate aggressive behaviors among psychiatric patients in acute care settings, including interventions for reducing use of seclusion and restraint. METHODS Relevant databases were systematically reviewed for comparative studies of violence prevention and de-escalation strategies involving adult psychiatric patients in acute care settings. Studies (trials and cohort studies) were required to report on aggression or seclusion or restraint outcomes. Both risk of bias, an indicator of quality of individual studies, and strength of evidence (SOE) for each outcome were independently assessed by two study personnel. RESULTS Seventeen primary studies met inclusion criteria. Evidence was limited for benefits and harms; information about characteristics that might modify the interventions' effectiveness, such as race or ethnicity, was especially limited. All but one study had a medium or high risk of bias and thus presented worrisome limitations. For prevention, risk assessment reduced both aggression and use of seclusion and restraint (low SOE), and multimodal interventions reduced the use of seclusion and restraint (low SOE). SOE for all other interventions, whether aimed at preventing or de-escalating aggression, and for modifying characteristics was insufficient. CONCLUSIONS Available evidence about strategies for preventing and de-escalating aggressive behavior among psychiatric patients is very limited. Two preventive strategies, risk assessment and multimodal interventions consistent with the Six Core Strategies principles, may effectively lower aggressive behavior and use of seclusion and restraint, but more research is needed on how best to prevent and de-escalate aggressive behavior in acute care settings.
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Abstract
OBJECTIVES To describe trends in suicides with opioid poisoning noted as a contributing cause of death. METHODS Using National Vital Statistics data (1999-2014), we calculated age-adjusted rates of suicide with opioid poisoning (International Classification of Diseases, Tenth Revision codes T40.0-T40.4) per 100 000 population per year and annual percentage change (APC) in rates. We used Joinpoint regression to examine trends in suicide rates and proportion of suicides involving opioids. RESULTS The annual age-adjusted death rate from suicide with opioid poisoning as a contributing cause of death increased from 0.3 per 100 000 in 1999 to 0.7 per 100 000 in 2009 (APC = 8.1%; P < .001), and remained at 0.6 to 0.7 per 100 000 through 2014. The percentage of all suicides with opioid poisoning listed as a contributing cause of death increased from 2.2% in 1999 to 4.4% in 2010 (P < .001). Rates were similar for men and women, higher among Whites than non-Whites, higher in the West, and highest for individuals aged 45 to 64 years. CONCLUSIONS Opioid involvement in suicides has doubled since 1999. These analyses underscore the need for health care providers to assess suicidal risk in patients receiving opioids.
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Adolescents' Assessments of the Helpfulness of Treatment for Major Depression: Results From a National Survey. Psychiatr Serv 2015; 66:1064-73. [PMID: 26073408 DOI: 10.1176/appi.ps.201400018] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
OBJECTIVE The study investigated perceived helpfulness of counseling or medication in a national sample of adolescents with a major depressive episode. METHODS Secondary data analysis of the National Survey on Drug Use and Health was conducted. The sample comprised adolescents (ages 12-17) with a past-year major depressive episode who reported receiving either counseling and no medication (N=2,000) or medication and counseling (N=1,300) for depression in the past year. Adolescents who received counseling only evaluated the helpfulness of counseling, and adolescents who received medication and counseling evaluated the helpfulness of medication. Responses were analyzed by using descriptive statistics and ordered logistic regression models. RESULTS Among adolescents who received counseling only, 10% reported that counseling was extremely helpful, 22% that it helped a lot, 25% that it helped some, 24% that it helped a little, and 20% that it was not at all helpful. Among adolescents who received medication and counseling, 17% reported that medication was extremely helpful, 30% that it helped a lot, 22% that it helped somewhat, 16% that it helped a little, and 15% that it was not at all helpful. In adjusted models, adolescents with greater parental support and fewer than two delinquent behaviors in the past year were more likely to endorse treatment as helpful. CONCLUSIONS About 32% to 47% of adolescents in the general population reported that depression treatment was extremely helpful or helped a lot. This is substantially lower than response rates in clinical trials. The reasons for these divergent findings merit further investigation.
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The influence of propoxyphene withdrawal on opioid use in veterans. Pharmacoepidemiol Drug Saf 2015; 24:1180-8. [PMID: 26248742 DOI: 10.1002/pds.3851] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2015] [Revised: 07/11/2015] [Accepted: 07/13/2015] [Indexed: 11/07/2022]
Abstract
PURPOSE Our aim is to determine if propoxyphene withdrawal from the US market was associated with opioid continuation, continued chronic opioid use, and secondary propoxyphene-related adverse events (emergency department visits, opioid-related events, and acetaminophen toxicity). METHODS Medical service use and pharmacy data from 19/11/08 to 19/11/11 were collected from the national Veterans Healthcare Administration healthcare databases. A quasi-experimental pre-post retrospective cohort design utilizing a historical comparison group provided the study framework. Logistic regression controlling for baseline covariates was used to estimate the effect of propoxyphene withdrawal. RESULTS There were 24,328 subjects (policy affected n = 10,747; comparison n = 13,581) meeting inclusion criteria. In the policy-affected cohort, 10.6% of users ceased using opioids, and 26.6% stopped chronic opioid use compared with 3.8% and 13.5% in the historical comparison cohort, respectively. Those in the policy-affected cohort were 2.7 (95%CI: 2.5-2.8) and 3.2 (95%CI: 2.9-3.6) times more likely than those in the historical comparison cohort to discontinue chronic opioid and any opioid use, respectively. Changes in adverse events and Emergency Department (ED) visits were not different between policy-affected and historical comparison cohorts (p > 0.05). CONCLUSIONS The withdrawal of propoxyphene-containing products resulted in rapid and virtually complete elimination in propoxyphene prescribing in the veterans population; however, nearly 90% of regular users of propoxyphene switched to an alternate opioid, and three quarters continued to use opioids chronically.
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National study of discontinuation of long-term opioid therapy among veterans. Pain 2014; 155:2673-2679. [PMID: 25277462 PMCID: PMC4250332 DOI: 10.1016/j.pain.2014.09.034] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2014] [Revised: 09/22/2014] [Accepted: 09/24/2014] [Indexed: 11/18/2022]
Abstract
Veterans have high rates of chronic pain and long-term opioid therapy (LTOT). Understanding predictors of discontinuation from LTOT will clarify the risks for prolonged opioid use and dependence among this population. All veterans with at least 90 days of opioid use within a 180-day period were identified using national Veteran's Health Affairs (VHA) data between 2009 and 2011. Discontinuation was defined as 6 months with no opioid prescriptions. We used Cox proportional hazards analysis to determine clinical and demographic correlates for discontinuation. A total of 550,616 veterans met criteria for LTOT. The sample was primarily male (93%) and white (74%), with a mean age of 57.8 years. The median daily morphine equivalent dose was 26 mg, and 7% received high-dose (>100mg MED) therapy. At 1 year after initiation, 7.5% (n=41,197) of the LTOT sample had discontinued opioids. Among those who discontinued (20%, n=108,601), the median time to discontinuation was 317 days. Factors significantly associated with discontinuation included both younger and older age, lower average dosage, and having received less than 90 days of opioids in the previous year. Although tobacco use disorders decreased the likelihood of discontinuation, co-morbid mental illness and substance use disorders increased the likelihood of discontinuation. LTOT is common in the VHA system and is marked by extended duration of use at relatively low daily doses with few discontinuation events. Opioid discontinuation is more likely in veterans with mental health and substance use disorders. Further research is needed to delineate causes and consequences of opioid discontinuation.
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The role of opioid prescription in incident opioid abuse and dependence among individuals with chronic noncancer pain: the role of opioid prescription. Clin J Pain 2014; 30:557-64. [PMID: 24281273 PMCID: PMC4032801 DOI: 10.1097/ajp.0000000000000021] [Citation(s) in RCA: 338] [Impact Index Per Article: 33.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
OBJECTIVE Increasing rates of opioid use disorders (OUDs) (abuse and dependence) among patients prescribed opioids are a significant public health concern. We investigated the association between exposure to prescription opioids and incident OUDs among individuals with a new episode of a chronic noncancer pain (CNCP) condition. METHODS We utilized claims data from the HealthCore Database for 2000 to 2005. The dataset included all individuals aged 18 and over with a new CNCP episode (no diagnosis in the prior 6 mo), and no opioid use or OUD in the prior 6 months (n=568,640). We constructed a single multinomial variable describing prescription on opioid days supply (none, acute, and chronic) and average daily dose (none, low dose, medium dose, and high dose), and examined the association between this variable and an incident OUD diagnosis. RESULTS Patients with CNCP prescribed opioids had significantly higher rates of OUDs compared with those not prescribed opioids. Effects varied by average daily dose and days supply: low dose, acute (odds ratio [OR]=3.03; 95% confidence interval [CI], 2.32, 3.95); low dose, chronic (OR=14.92; 95% CI, 10.38, 21.46); medium dose, acute (OR=2.80; 95% CI, 2.12, 3.71); medium dose, chronic (OR=28.69; 95% CI, 20.02, 41.13); high dose, acute (OR=3.10; 95% CI, 1.67, 5.77); and high dose, chronic (OR=122.45; 95% CI, 72.79, 205.99). CONCLUSIONS Among individuals with a new CNCP episode, prescription opioid exposure was a strong risk factor for incident OUDs; magnitudes of effects were large. Duration of opioid therapy was more important than daily dose in determining OUD risk.
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Abstract
OBJECTIVES We investigated possible associations between pain frequency and the 5 most common substance use disorders: alcohol abuse/dependence, cocaine abuse/dependence, methamphetamine abuse/dependence, opioid abuse/dependence, and marijuana abuse/dependence. METHODS We used data from the Rural Stimulant Study, a longitudinal (7 waves), observational study of at-risk stimulant users (cocaine and methamphetamine) in Arkansas and Kentucky (n=462). In fixed-effects logistic regression models, we regressed our measures of substance use disorders on the number of days with pain in the past 30 days and depression severity. RESULTS Time periods when individuals had 1 to 15 days [odds ratio (OR)=1.85, P<0.001] or 16+ days (OR=2.18, P<0.001) with pain in the past 30 days were more likely to have a diagnosis of alcohol abuse/dependence, compared with time periods when individuals had no days with pain. Compared with time periods when individuals had no pain days in the past 30 days, time periods when individuals had 16+ pain days were more likely to have a diagnosis of opioid abuse/dependence (OR=3.32, P=0.02). Number of days with pain was not significantly associated with other substance use disorders. DISCUSSION Pain frequency seems to be associated with an increased risk for alcohol abuse/dependence and opioid abuse/dependence in this population, and the magnitude of the association is medium to large. Further research is needed to investigate this in more representative populations and to determine causal relationships.
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Who seeks care where? Utilization of mental health and substance use disorder treatment in two national samples of individuals with alcohol use disorders. J Stud Alcohol Drugs 2012; 73:635-46. [PMID: 22630802 DOI: 10.15288/jsad.2012.73.635] [Citation(s) in RCA: 77] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
OBJECTIVE Only a fraction of individuals with alcohol use disorders (AUDs) receive any AUD treatment during a given year. If a substantial proportion of individuals with unmet need for AUD treatment are receiving mental health treatment, accessibility of AUD treatment could potentially be improved by implementing strategies to ensure that individuals receiving mental health care are referred to the AUD sector or by increasing rates of AUD treatment in individuals receiving mental health treatment. METHOD We assessed patterns and predictors of mental health treatment and AUD treatment among individuals with 12-month AUDs, using secondary data analyses from two national surveys, the National Survey on Drug Use and Health (NSDUH; n = 4,545 individuals with AUDs) and the National Epidemiologic Survey on Alcohol and Related Conditions (NESARC; n = 3,327 individuals with AUDs). RESULTS In both NSDUH and NESARC, 8% of individuals with AUDs reported past-year AUD treatment. Among individuals with AUDs, mental health treatment was more common than AUD treatment, with 20% of NSDUH respondents and 11% of NESARC respondents reporting receiving mental health treatment. Greater mental health morbidity increased the odds of mental health treatment, and AUD severity increased the odds of AUD treatment. Mental health morbidity also increased the odds of AUD treatment, mainly by increasing the odds of receiving the category of both AUD and mental health treatment. CONCLUSIONS Because individuals with AUDs are more likely to receive mental health treatment than AUD treatment, a key opportunity to improve the overall accessibility of treatment for AUDs may be to focus on improving AUD treatment among individuals receiving mental health treatment.
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Criminal justice and alcohol treatment: results from a national sample. J Subst Abuse Treat 2012; 44:249-55. [PMID: 22954511 DOI: 10.1016/j.jsat.2012.07.008] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2011] [Revised: 06/09/2012] [Accepted: 07/03/2012] [Indexed: 10/27/2022]
Abstract
This study investigates the associations of recent criminal justice involvement with perceived need for alcohol treatment and alcohol treatment utilization, adjusting for demographic and clinical characteristics. We examined a national sample of adults with alcohol use disorders (N=4390) from the 2006 National Survey on Drug Use and Health. Almost 15% reported criminal justice involvement in the past year. Generalized logit models regressed perceived need for alcohol or drug treatment and past year treatment utilization (versus neither) on past year legal involvement, demographic, and clinical information. In general, results found stronger associations between frequency of criminal justice involvement for treatment utilization compared to perceived need for treatment alone. Treatment utilization was also associated with being on probation, arrests for drug possession/sale and driving under the influence but perceived need was not. Study results suggest opportunities for interventions to increase treatment rates or treatment need, a major correlate of treatment utilization.
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Mental health disorders and long-term opioid use among adolescents and young adults with chronic pain. J Adolesc Health 2012; 50:553-8. [PMID: 22626480 PMCID: PMC3368381 DOI: 10.1016/j.jadohealth.2011.11.011] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/15/2011] [Revised: 11/15/2011] [Accepted: 11/16/2011] [Indexed: 11/29/2022]
Abstract
PURPOSE The purpose of this study was to examine the association between mental health disorders and subsequent risk for long-term opioid use among adolescents and young adults presenting with common chronic pain complaints (back pain, neck pain, headache, and arthritis/joint pain). METHODS Using claims data from January 1, 2001 to June 30, 2008, we conducted a longitudinal analysis of opioid use patterns among 13-24-year-old subjects presenting with a new episode of chronic pain. Long-term opioid use was defined as receiving >90 days of opioids within a 6-month period with no gap of >30 days in use of opioids in the 18 months after the first qualifying pain diagnosis. Mental health disorders were identified from claims in the 6 months before the first qualifying pain diagnosis. RESULTS Fifty-nine thousand seventy-seven youth met criteria for a new episode of chronic pain. Among these youth, 321 (.5%) met criteria for long-term opioid use, and 16,172 (27.4%) had some opioid use. After controlling for demographic and clinical factors, youth with preexisting mental health diagnoses had a 2.4-fold increased risk of subsequently receiving long-term opioids versus no opioids (odds ratio = 2.36, 95% confidence interval = 1.73-3.23) and a 1.8-fold increased likelihood of receiving long-term opioids versus some opioids (odds ratio = 1.83, 95% confidence interval = 1.34-2.50). CONCLUSIONS Mental health disorders are associated with increased risk for long-term opioid use among adolescents and emerging young adults. Further study is warranted to examine risks and benefits of long-term opioid use in this population.
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Long-term chronic opioid therapy discontinuation rates from the TROUP study. J Gen Intern Med 2011; 26:1450-7. [PMID: 21751058 PMCID: PMC3235603 DOI: 10.1007/s11606-011-1771-0] [Citation(s) in RCA: 158] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2010] [Revised: 05/18/2011] [Accepted: 06/09/2011] [Indexed: 10/18/2022]
Abstract
OBJECTIVE To report chronic opioid therapy discontinuation rates after five years and identify factors associated with discontinuation. METHODS Medical and pharmacy claims records from January 2000 through December 2005 from a national private health network (HealthCore), and Arkansas (AR) Medicaid were used to identify ambulatory adult enrollees who had 90 days of opioids supplied. Recipients were followed until they discontinued opioid prescription fills or disenrolled. Kaplan Meier survival models and Cox proportional hazards models were estimated to identify factors associated with time until opioid discontinuation. RESULTS There were 23,419 and 6,848 chronic opioid recipients followed for a mean of 1.9 and 2.3 years in the HealthCore and AR Medicaid samples. Over a maximum follow up of 4.8 years, 67.0% of HealthCore and 64.9% AR Medicaid recipients remained on opioids. Recipients on high daily opioid dose (greater than 120 milligrams morphine equivalent (MED)) were less likely to discontinue than recipients taking lower doses: HealthCore hazard ratio (HR) = 0.66 (95%CI: 0.57-0.76), AR Medicaid HR = 0.66 (95%CI: 0.50-0.82). Recipients with possible opioid misuse were also less likely to discontinue: HealthCore HR = 0.83 (95%CI: 0.78-0.89), AR Medicaid HR = 0.78 (95%CI: 0.67-0.90). CONCLUSIONS Over half of persons receiving 90 days of continuous opioid therapy remain on opioids years later. Factors most strongly associated with continuation were intermittent prior opioid exposure, daily opioid dose ≥ 120 mg MED, and possible opioid misuse. Since high dose and opioid misuse have been shown to increase the risk of adverse outcomes special caution is warranted when prescribing more than 90 days of opioid therapy in these patients.
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Chronic opioid therapy for chronic noncancer pain in the United States: Long Day's Journey into Night? Gen Hosp Psychiatry 2011; 33:416-8. [PMID: 21802734 DOI: 10.1016/j.genhosppsych.2011.06.002] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/07/2011] [Accepted: 06/07/2011] [Indexed: 11/16/2022]
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Reasons for antidepressant nonadherence among veterans treated in primary care clinics. J Clin Psychiatry 2011; 72:827-34. [PMID: 21208579 DOI: 10.4088/jcp.09m05528blu] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/13/2009] [Accepted: 12/08/2009] [Indexed: 10/18/2022]
Abstract
OBJECTIVE To examine the experiences of veterans (mostly middle-aged and elderly men) prescribed antidepressants, specifically with regard to different types of nonadherence, reasons for nonadherence, and side effects. METHOD A mixed-methods analysis of Department of Veterans Affairs primary care patients (N = 395) with depression (9-item depression scale of the Patient Health Questionnaire criteria) enrolled in a randomized collaborative care trial was conducted. Adherence was measured from patient self-report and pharmacy data. Qualitative interviews elicited in-depth information regarding adherence. The study was conducted from April 2003 to September 2005. RESULTS The intervention significantly improved self-reported adherence at 6 months (OR = 2.1; 95% CI, 1.0-4.4; P = .04) and 12 months (OR = 2.7; 95% CI, 1.4-5.4; P < .01), as well as medication possession at 12 months (OR = 1.82; 95% CI, 1.0-3.2; P = .04). The most common type of nonadherence at 6 months was discontinuation (12.2%), followed by not taking as prescribed (10.9%) and never took (4.8%). For patients discontinuing their antidepressant in the first 6 months, the most common and important reason was that it was not helping. Only 19.4% of patients with self-reported adherence ≥ 80% responded to treatment by 6 months. Side effects were also a commonly reported reason for discontinuation at 6 months, with 82% reporting experiencing side effects. One-third (31.4%) reported difficulty with sexual activity at 6 months, with 66.1% reporting that it was severe. Qualitative interviews supported the finding that side effects, and generally not feeling like oneself, are important adherence barriers. CONCLUSIONS In this sample of mostly middle-aged and elderly men with depression, treatment nonresponse and side effects were the rule rather than the exception. These findings suggest that nonadherence may have resulted primarily from patients' negative experiences with antidepressants rather than structural barriers or noncompliant behaviors. TRIAL REGISTRATION Clinicaltrials.gov Identifier: NCT00105690.
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Percentage of hazardous drinkers who might be treated in primary care. Psychiatr Serv 2010; 61:1163. [PMID: 21041361 PMCID: PMC3466045 DOI: 10.1176/ps.2010.61.11.1163] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Risks for opioid abuse and dependence among recipients of chronic opioid therapy: results from the TROUP study. Drug Alcohol Depend 2010; 112:90-8. [PMID: 20634006 PMCID: PMC2967631 DOI: 10.1016/j.drugalcdep.2010.05.017] [Citation(s) in RCA: 235] [Impact Index Per Article: 16.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/07/2009] [Revised: 05/18/2010] [Accepted: 05/23/2010] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To estimate the prevalence of and risk factors for opioid abuse/dependence in long-term users of opioids for chronic pain, including risk factors for opioid abuse/dependence that can potentially be modified to decrease the likelihood of opioid abuse/dependence, and non-modifiable risk factors for opioid abuse/dependence that may be useful for risk stratification when considering prescribing opioids. METHODS We used claims data from two disparate populations, one national, commercially insured population (HealthCore) and one state-based, publicly insured (Arkansas Medicaid). Among users of chronic opioid therapy, we regressed claims-based diagnoses of opioid abuse/dependence on patient characteristics, including physical health, mental health and substance abuse diagnoses, sociodemographic factors, and pharmacological risk factors. RESULTS Among users of chronic opioid therapy, 3% of both the HealthCore and Arkansas Medicaid samples had a claims-based opioid abuse/dependence diagnosis. There was a strong inverse relationship between age and a diagnosis of opioid abuse/dependence. Mental health and substance use disorders were associated with an increased risk of opioid abuse/dependence. Effects of substance use disorders were especially strong, although mental health disorders were more common. Concerning opioid exposure; lower days supply, lower average doses, and use of Schedule III-IV opioids only, were all associated with lower likelihood of a diagnosis of opioid abuse/dependence. CONCLUSION Opioid abuse and dependence are diagnosed in a small minority of patients receiving chronic opioid therapy, but this may under-estimate actual misuse. Characteristics of the patients and of the opioid therapy itself are associated with the risk of abuse and dependence.
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Abstract
BACKGROUND There has been an increase in overdose deaths and emergency department visits (EDVs) involving use of prescription opioids, but the association between opioid prescribing and adverse outcomes is unclear. METHODS Data were obtained from administrative claim records from Arkansas Medicaid and HealthCore commercially insured enrollees, 18 years and older, who used prescription opioids for at least 90 continuous days within a 6-month period between 2000 and 2005 and had no cancer diagnoses. Regression analysis was used to examine risk factors for EDVs and alcohol- or drug-related encounters (ADEs) in the 12 months following 90 days or more of prescribed opioids. RESULTS Headache, back pain, and preexisting substance use disorders were significantly associated with EDVs and ADEs. Mental health disorders were associated with EDVs in HealthCore enrollees and with ADEs in both samples. Opioid dose per day was not consistently associated with EDVs but doubled the risk of ADEs at morphine-equivalent doses over 120 mg/d. Use of short-acting Drug Enforcement Agency Schedule II opioids was associated with EDVs compared with use of non-Schedule II opioids alone (relative risk range, 1.09-1.74). Use of Schedule II long-acting opioids was strongly associated with ADEs (relative risk range, 1.64-4.00). CONCLUSIONS Use of Schedule II opioids, headache, back pain, and substance use disorders are associated with EDVs and ADEs among adults prescribed opioids for 90 days or more. It may be possible to increase the safety of chronic opioid therapy by minimizing the prescription of Schedule II opioids in these higher-risk recipients.
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An analysis of heavy utilizers of opioids for chronic noncancer pain in the TROUP study. J Pain Symptom Manage 2010; 40:279-89. [PMID: 20579834 PMCID: PMC2921474 DOI: 10.1016/j.jpainsymman.2010.01.012] [Citation(s) in RCA: 74] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/17/2009] [Revised: 01/03/2010] [Accepted: 01/12/2010] [Indexed: 11/29/2022]
Abstract
CONTEXT Although opioids are increasingly used for chronic noncancer pain (CNCP), we know little about opioid dosing patterns among individuals with CNCP in usual care settings, and how these are changing over time. OBJECTIVES To investigate the distribution of mean daily dose and mean days supply among patients with CNCP in two disparate populations, one national and commercially insured population (HealthCore) and one state based and publicly insured (Arkansas Medicaid), for years 2000 and 2005. METHODS For individuals with any opioid use, we calculated the distribution of mean daily dose (in milligram morphine equivalents), mean days supply in a year, mean annual dose, and patient characteristics associated with heavy utilizers of opioids. RESULTS Between 2000 and 2005, across all percentiles, there was little change in the mean daily opioid dose. In HealthCore, mean days supply increased most rapidly at the top end of the days supply distribution, whereas in Arkansas Medicaid, the greatest increases were near the median of days supply. In HealthCore, the top 5% of users accounted for 70% of total use (measured in milligram morphine equivalents), and the top 5% of Arkansas Medicaid users accounted for 48% of total use. The likelihood of heavy opioid utilization was increased among individuals with multiple pain conditions, and in HealthCore, among those with mental health and substance use disorders. CONCLUSION Opioid use is heavily concentrated among a small percent of patients. The characteristics of these high utilizers need to be further established, and the benefits and risks of their treatment evaluated.
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Cost-effectiveness Analysis of a Rural Telemedicine Collaborative Care Intervention for Depression. ACTA ACUST UNITED AC 2010; 67:812-21. [DOI: 10.1001/archgenpsychiatry.2010.82] [Citation(s) in RCA: 78] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
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Relationship between antidepressant medication possession and treatment response. Gen Hosp Psychiatry 2010; 32:377-9. [PMID: 20633741 DOI: 10.1016/j.genhosppsych.2010.03.008] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/30/2009] [Revised: 03/18/2010] [Accepted: 03/20/2010] [Indexed: 10/19/2022]
Abstract
OBJECTIVE To estimate the correlation between antidepressant medication possession ratios (MPR) measured from administrative pharmacy data and changes in self-reported depression symptoms. METHODS The sample includes 360 primary care patients enrolled in a randomized trial of collaborative care in the Department of Veterans Affairs. Treatment response at 6 months was defined as a 50% improvement in symptoms as measured by the Hopkins Symptom Checklist (SCL-20). MPRs were calculated from administrative pharmacy data. Logistic regression analysis (controlling for intervention status and casemix) was used to test the hypothesis that MPR was significantly associated with treatment response. RESULTS Seventy percent of the patients filled an antidepressant prescription and the average MPR was 0.46. A fifth (19.2%) of the patients responded to treatment. Having an MPR > or = 0.9 was significantly correlated with treatment response (OR=2.43, CI(95)=1.29-4.57, P=.006). CONCLUSIONS If the predictive validity of antidepressant MPR measured from administrative pharmacy data is validated in other patient populations, it could be used to estimate treatment response rates whenever it is not feasible to collect symptom data directly from patients. Thus, the effectiveness of quality improvement programs designed to increase rates of antidepressant initiation and adherence could potentially be evaluated routinely at the population or system level.
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Risks for possible and probable opioid misuse among recipients of chronic opioid therapy in commercial and medicaid insurance plans: The TROUP Study. Pain 2010; 150:332-339. [PMID: 20554392 DOI: 10.1016/j.pain.2010.05.020] [Citation(s) in RCA: 211] [Impact Index Per Article: 15.1] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2009] [Revised: 04/16/2010] [Accepted: 05/20/2010] [Indexed: 12/15/2022]
Abstract
The use of chronic opioid therapy (COT) for chronic non-cancer pain (CNCP) has increased dramatically in the past two decades. There has also been a marked increase in the abuse of prescribed opioids and in accidental opioid overdose. Misuse of prescribed opioids may link these trends, but has thus far only been studied in small clinical samples. We therefore sought to validate an administrative indicator of opioid misuse among large samples of recipients of COT and determine the demographic, clinical, and pharmacological risks associated with possible and probable opioid misuse. A total of 21,685 enrollees in commercial insurance plans and 10,159 in Arkansas Medicaid who had at least 90 days of continuous opioid use 2000-2005 were studied for one year. Criteria were developed for possible and probable opioid misuse using administrative claims data concerning excess days supplied of short-acting and long-acting opioids, opioid prescribers and opioid pharmacies. We estimated possible misuse at 24% of COT recipients in the commercially insured sample and 20% in the Medicaid sample and probable misuse at 6% in commercially insured and at 3% in Medicaid. Among non-modifiable factors, younger age, back pain, multiple pain complaints and substance abuse disorders identify patients at high risk for misuse. Among modifiable factors, treatment with high daily dose opioids (especially >120 mg MED per day) and short-acting Schedule II opioids appears to increase the risk of misuse. The consistency of the findings across diverse patient populations and the varying levels of misuse suggest that these results will generalize broadly, but await confirmation in other studies.
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Abstract
CONTEXT Improving the quality of mental health care requires moving clinical interventions from controlled research settings into real-world practice settings. Although such advances have been made for depression, little work has been performed for anxiety disorders. OBJECTIVE To determine whether a flexible treatment-delivery model for multiple primary care anxiety disorders (panic, generalized anxiety, social anxiety, and posttraumatic stress disorders) would be better than usual care (UC). DESIGN, SETTING, AND PATIENTS A randomized controlled effectiveness trial of Coordinated Anxiety Learning and Management (CALM) compared with UC in 17 primary care clinics in 4 US cities. Between June 2006 and April 2008, 1004 patients with anxiety disorders (with or without major depression), aged 18 to 75 years, English- or Spanish-speaking, were enrolled and subsequently received treatment for 3 to 12 months. Blinded follow-up assessments at 6, 12, and 18 months after baseline were completed in October 2009. INTERVENTION CALM allowed choice of cognitive behavioral therapy (CBT), medication, or both; included real-time Web-based outcomes monitoring to optimize treatment decisions; and a computer-assisted program to optimize delivery of CBT by nonexpert care managers who also assisted primary care clinicians in promoting adherence and optimizing medications. MAIN OUTCOME MEASURES Twelve-item Brief Symptom Inventory (BSI-12) anxiety and somatic symptoms score. Secondary outcomes included proportion of responders (> or = 50% reduction from pretreatment BSI-12 score) and remitters (total BSI-12 score < 6). RESULTS A significantly greater improvement for CALM vs UC in global anxiety symptoms was found (BSI-12 group mean differences of -2.49 [95% confidence interval {CI}, -3.59 to -1.40], -2.63 [95% CI, -3.73 to -1.54], and -1.63 [95% CI, -2.73 to -0.53] at 6, 12, and 18 months, respectively). At 12 months, response and remission rates (CALM vs UC) were 63.66% (95% CI, 58.95%-68.37%) vs 44.68% (95% CI, 39.76%-49.59%), and 51.49% (95% CI, 46.60%-56.38%) vs 33.28% (95% CI, 28.62%-37.93%), with a number needed to treat of 5.27 (95% CI, 4.18-7.13) for response and 5.50 (95% CI, 4.32-7.55) for remission. CONCLUSION For patients with anxiety disorders treated in primary care clinics, CALM compared with UC resulted in greater improvement in anxiety symptoms, depression symptoms, functional disability, and quality of care during 18 months of follow-up. TRIAL REGISTRATION clinicaltrials.gov Identifier: NCT00347269.
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Perceived need for treatment for alcohol use disorders: results from two national surveys. PSYCHIATRIC SERVICES (WASHINGTON, D.C.) 2010. [PMID: 19952152 DOI: 10.1176/appi.ps.60.12.1618] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
OBJECTIVES Most individuals with alcohol use disorders receive no treatment for their disorder. Past research suggests that a major reason for this is that individuals with alcohol use disorders do not perceive a need for treatment. The research presented here had two objectives. First, to provide updated estimates of the percentage of individuals with alcohol use disorders who perceive a need for treatment, and among those, the percentage who receive any treatment for alcohol use disorders. And second, to investigate the determinants of perceived need for and utilization of treatment for alcohol use disorders. METHODS Secondary data analyses were performed for two national surveys, the National Epidemiologic Survey on Alcohol and Related Conditions (3,305 individuals with alcohol use disorders) and the National Survey on Drug Use and Health (7,009 individuals with alcohol use disorders). RESULTS In both surveys fewer than one in nine individuals with an alcohol use disorder perceived a need for treatment. In predicting perceived need, the explanatory power of diagnostic variables was much greater than that of demographic variables. Among those with perceived need, two out of every three persons reported receiving treatment in the past year. CONCLUSIONS Our results suggest that failure to perceive need continues to be the major reason that individuals with alcohol use disorders do not receive treatment. On the other hand, among those who perceived a need, a majority received treatment. It is likely that high levels of unmet need for treatment services for alcohol use disorders will persist as long as perceived need is low. Efforts are needed to increase levels of perceived need among those with alcohol use disorders.
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Abstract
OBJECTIVES Most individuals with alcohol use disorders receive no treatment for their disorder. Past research suggests that a major reason for this is that individuals with alcohol use disorders do not perceive a need for treatment. The research presented here had two objectives. First, to provide updated estimates of the percentage of individuals with alcohol use disorders who perceive a need for treatment, and among those, the percentage who receive any treatment for alcohol use disorders. And second, to investigate the determinants of perceived need for and utilization of treatment for alcohol use disorders. METHODS Secondary data analyses were performed for two national surveys, the National Epidemiologic Survey on Alcohol and Related Conditions (3,305 individuals with alcohol use disorders) and the National Survey on Drug Use and Health (7,009 individuals with alcohol use disorders). RESULTS In both surveys fewer than one in nine individuals with an alcohol use disorder perceived a need for treatment. In predicting perceived need, the explanatory power of diagnostic variables was much greater than that of demographic variables. Among those with perceived need, two out of every three persons reported receiving treatment in the past year. CONCLUSIONS Our results suggest that failure to perceive need continues to be the major reason that individuals with alcohol use disorders do not receive treatment. On the other hand, among those who perceived a need, a majority received treatment. It is likely that high levels of unmet need for treatment services for alcohol use disorders will persist as long as perceived need is low. Efforts are needed to increase levels of perceived need among those with alcohol use disorders.
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Age and sex trends in long-term opioid use in two large American health systems between 2000 and 2005. PAIN MEDICINE 2009; 11:248-56. [PMID: 20002323 DOI: 10.1111/j.1526-4637.2009.00740.x] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
OBJECTIVE To estimate recent age- and sex-specific changes in long-term opioid prescription among patients with chronic pain in two large American Health Systems. DESIGN Analysis of administrative pharmacy data to calculate changes in prevalence of long-term opioid prescription (90 days or more during a calendar year) from 2000 to 2005, within groups based on sex and age (18-44, 45-64, and 65 years and older). Separate analyses were conducted for patients with and without a diagnosis of a mood disorder or anxiety disorder. Changes in mean dose between 2000 and 2005 were estimated, as were changes in the rate of prescription for different opioid types (short-acting, long-acting, and non-Schedule 2). PATIENTS Enrollees in HealthCore (N = 2,716,163 in 2000) and Arkansas Medicaid (N = 115,914 in 2000). RESULTS Within each of the age and sex groups, less than 10% of patients with a chronic pain diagnosis in HealthCore, and less than 33% in Arkansas Medicaid, received long-term opioid prescriptions. All age, sex, and anxiety/depression groups showed similar and statistically significant increases in long-term opioid prescription between 2000 and 2005 (35-50% increase). Per-patient daily doses did not increase. CONCLUSIONS No one group showed especially large increases in long-term opioid prescriptions between 2000 and 2005. These results argue against a recent epidemic of opioid prescribing. These trends may result from increased attention to pain in clinical settings, policy or economic changes, or provider and patient openness to opioid therapy. The risks and benefits to patients of these changes are not yet established.
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Abstract
OBJECTIVE This study investigated whether the trend of increasing rates of antidepressant use in the 1990s continued into 2000-2004. Antidepressant treatment rates were examined by age group and by the class of antidepressant in order to identify whether any observed trends were being driven by a particular age group of patients or class of medication. METHODS Secondary analysis was performed on data from the 2000-2004 Medical Panel Expenditure Surveys, a nationally representative survey of U.S. households, to examine trends in antidepressant use by age group and medication class in the total sample (N=166,435). Trends in the rates of antidepressant use among individuals with self-reported depression (N=10,959) and self-reported anxiety disorders without comorbid depression (N=6,899) were also examined. RESULTS Antidepressant use increased among all Americans, from 6.6% in 2000 to 8.1% in 2004 (p<.001). Rates of antidepressant use by individuals with anxiety disorders without comorbid depression increased from 30.8% in 2000 to 39.0% in 2002, before declining to 33.2% in 2004. However, antidepressant use decreased among individuals with self-reported depression, from 63.1% in 2000 to 56.7% in 2004 (p<.001). This downward trend in antidepressant use was largely driven by a decrease in use of selective serotonin reuptake inhibitors, especially among children and middle-aged adults with depression. Rates of adequate antidepressant treatment (defined as receiving at least four antidepressant prescriptions at the minimum adequate daily dosage) peaked in 2002 (36.9%), and there was a significant decline by 2004 (31.7%) (p=.003). CONCLUSIONS After years of increased use of antidepressant therapy to treat depression, a trend reversal in the beginning of the 21st century was observed, including decreasing rates of adequate antidepressant treatment. This downward trend preceded the black-box warnings included on antidepressant labels beginning in 2004.
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Epidemiology of regular prescribed opioid use: results from a national, population-based survey. J Pain Symptom Manage 2008; 36:280-8. [PMID: 18619768 PMCID: PMC4741098 DOI: 10.1016/j.jpainsymman.2007.10.003] [Citation(s) in RCA: 107] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2006] [Revised: 10/10/2007] [Accepted: 11/01/2007] [Indexed: 12/19/2022]
Abstract
Chronic pain occurs commonly and accounts for significant suffering and costs. Although use of opioids for treatment of chronic pain is increasing, little is known about patients who use opioids regularly. We report data from the second wave of the Healthcare for Communities survey (2000-2001), a large, nationally representative household survey. We compared regular users of prescription opioids to nonusers of opioids and calculated the percentage of individuals within a given demographic or disease state that reported chronic opioid use. Approximately 2% of the 7,909 survey respondents reported use of opioid medications for at least a month, which the Healthcare for Communities survey defined as "regular use." Opioid users were more likely than nonusers to report high levels of pain interference with their daily lives and to rate their health as fair or poor. Arthritis and back pain were the most prevalent chronic, physical health conditions among users of opioids, with 63% of regular users of opioids reporting arthritis and 59% reporting back pain. The majority of regular users of opioids had multiple pain conditions (mean=1.9 pain conditions). Regular opioid users appear to have an overall lower level of health status and to have multiple, chronic physical health disorders.
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Trends in use of opioids by noncancer pain type 2000-2005 among Arkansas Medicaid and HealthCore enrollees: results from the TROUP study. THE JOURNAL OF PAIN 2008; 9:1026-35. [PMID: 18676205 DOI: 10.1016/j.jpain.2008.06.002] [Citation(s) in RCA: 65] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Subscribe] [Scholar Register] [Received: 02/25/2008] [Revised: 05/30/2008] [Accepted: 06/06/2008] [Indexed: 11/19/2022]
Abstract
UNLABELLED Use of prescription opioids for noncancer pain has increased significantly in recent years, but it is not known if trends differ among the most common noncancer pain conditions. We examined trends in opioid prescribing for the years 2000 through 2005 for individuals with arthritis/joint pain, back pain, neck pain, and headaches by type and number of pain diagnoses, using data from claims records from 2 health insurers: HealthCore commercially insured members (N = 3,768,223) and Arkansas Medicaid (N = 127,866). Rates of headache, back pain, and neck pain diagnoses increased significantly in Arkansas Medicaid enrollees but more modestly among HealthCore enrollees. Rates of opioid use increased in both groups, with long-term use (>90 days' supply per year) increasing at twice the rate of any use. Rates of opioid use did not differ widely between noncancer pain conditions, but long-term opioid use rates doubled with each additional pain diagnosis. Mean days supply and cumulative yearly dose increased between 2000 and 2005 for all pain types and with increasing number of pain diagnoses, but dose per day supply remained relatively stable. The greatest increases in dose among all the pain conditions were seen in short-acting DEA Schedule II opioids. PERSPECTIVE This study demonstrates increased use of opioids, particularly long-term use, in noncancer pain over a 6-year period among those with multiple pain types. These results appear to reflect a general increase in use of prescription opioids for noncancer pain rather than a condition-specific change in prescribing practices.
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Do users of regularly prescribed opioids have higher rates of substance use problems than nonusers? PAIN MEDICINE 2008; 8:647-56. [PMID: 18028043 DOI: 10.1111/j.1526-4637.2006.00200.x] [Citation(s) in RCA: 118] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
OBJECTIVE To determine whether individuals who use prescribed opioids for chronic noncancer pain have higher rates of any opioid misuse, any problem opioid misuse, nonopioid illicit drug use, nonopioid problem drug use, or any problem alcohol use, compared with those who do not use prescribed opioids. METHODS Respondents were from a nationally representative survey (N = 9,279), which contained measures of regular use of prescribed opioids, substance use problems, mental health disorders, physical health, pain, and sociodemographics. RESULTS In unadjusted models, compared with nonusers of prescription opioids, users of prescription opioids had significantly higher rates of any opioid misuse (odds ratio [OR] = 5.48, P < 0.001), problem opioid misuse (OR = 14.76, P < 0.001), nonopioid illicit drug use (OR = 1.73, P < 0.01), nonopioid problem drug use (OR = 4.48, P < 0.001), and problem alcohol use (OR = 1.89, P = 0.04). In adjusted models, users of prescribed opioids had significantly higher rates of any opioid misuse (OR = 3.07, P < 0.001) and problem opioid misuse (OR = 6.11, P < 0.001) but did not have significantly higher rates of the other outcomes. CONCLUSIONS Users of prescribed opioids had higher rates of opioid and nonopioid abuse problems compared with nonusers of prescribed opioids, but these higher rates appear to be partially mediated by depressive and anxiety disorders. It is not possible to assign causal priority based on our cross-sectional data, but our findings are more compatible with mental disorders leading to substance abuse among prescription opioid users than prescription opioids themselves prompting substance abuse iatrogenically. In patients receiving prescribed opioids, clinicians need to be alert to drug abuse problems and potentially mediating mental health disorders.
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A randomized trial of telemedicine-based collaborative care for depression. J Gen Intern Med 2007; 22:1086-93. [PMID: 17492326 PMCID: PMC2305730 DOI: 10.1007/s11606-007-0201-9] [Citation(s) in RCA: 190] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2006] [Revised: 12/12/2006] [Accepted: 03/19/2007] [Indexed: 02/06/2023]
Abstract
BACKGROUND Evidence-based practices designed for large urban clinics are not necessarily portable into smaller isolated clinics. Implementing practice-based collaborative care for depression in smaller primary care clinics presents unique challenges because it is often not feasible to employ on-site psychiatrists. OBJECTIVE The purpose of the Telemedicine Enhanced Antidepressant Management (TEAM) study was to evaluate a telemedicine-based collaborative care model adapted for small clinics without on-site psychiatrists. DESIGN Matched sites were randomized to the intervention or usual care. PARTICIPANTS Small VA Community-based outpatient clinics with no on-site psychiatrists, but access to telepsychiatrists. In 2003-2004, 395 primary care patients with PHQ9 depression severity scores > or = 12 were enrolled, and followed for 12 months. Patients with serious mental illness and current substance dependence were excluded. MEASURES Medication adherence, treatment response, remission, health status, health-related quality of life, and treatment satisfaction. RESULTS The sample comprised mostly elderly, white, males with substantial physical and behavioral health comorbidity. At baseline, subjects had moderate depression severity (Hopkins Symptom Checklist, SCL-20 = 1.8), 3.7 prior depression episodes, and 67% had received prior depression treatment. Multivariate analyses indicated that intervention patients were more likely to be adherent at both 6 (odds ratio [OR] = 2.1, p = .04) and 12 months (OR = 2.7, p = .01). Intervention patients were more likely to respond by 6 months (OR = 2.0, p = .02), and remit by 12 months (OR = 2.4, p = .02). Intervention patients reported larger gains in mental health status and health-related quality of life, and reported higher satisfaction. CONCLUSIONS Collaborative care can be successfully adapted for primary care clinics without on-site psychiatrists using telemedicine technologies.
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Risk factors for clinically recognized opioid abuse and dependence among veterans using opioids for chronic non-cancer pain. Pain 2007. [PMID: 17449178 DOI: 10.1016/j.pain.2007.02.014.] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/30/2022]
Abstract
A central question in prescribing opioids for chronic non-cancer pain (CNCP) is how to best balance the risk of opioid abuse and dependence with the benefits of pain relief. To achieve this balance, clinicians need an understanding of the risk factors for opioid abuse, an issue that is only partially understood. We conducted a secondary data analysis of regional VA longitudinal administrative data (years 2000-2005) for chronic users of opioids for CNCP (n=15,160) to investigate risk factors for the development of clinically recognized (i.e., diagnosed) opioid abuse or dependence among these individuals. We analyzed four broad groups of possible risk factors: (i) non-opioid substance abuse disorders, (ii) painful physical health disorders, (iii) mental health disorders, and (iv) socio-demographic factors. In adjusted models, a diagnosis of non-opioid substance abuse was the strongest predictor of opioid abuse/dependence (OR=2.34, p<0.001). Mental health disorders were moderately strong predictors (OR=1.46, p=0.005) of opioid abuse/dependence. However, the prevalence of mental health disorders was much higher than the prevalence of non-opioid substance abuse disorders (45.3% vs. 7.6%) among users of opioids for CNCP, suggesting that mental health disorders account for more of the population attributable risk for opioid abuse than does non-opioid substance abuse. Males, younger adults, and individuals with greater days supply of prescription opioids dispensed in 2002 were more likely to develop opioid abuse/dependence. Clinicians need to carefully screen for substance abuse and mental health disorders in candidates for opioid therapy and facilitate appropriate treatment of these disorders.
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Risk factors for clinically recognized opioid abuse and dependence among veterans using opioids for chronic non-cancer pain. Pain 2007; 129:355-362. [PMID: 17449178 DOI: 10.1016/j.pain.2007.02.014] [Citation(s) in RCA: 377] [Impact Index Per Article: 22.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2006] [Revised: 01/02/2007] [Accepted: 02/20/2007] [Indexed: 11/30/2022]
Abstract
A central question in prescribing opioids for chronic non-cancer pain (CNCP) is how to best balance the risk of opioid abuse and dependence with the benefits of pain relief. To achieve this balance, clinicians need an understanding of the risk factors for opioid abuse, an issue that is only partially understood. We conducted a secondary data analysis of regional VA longitudinal administrative data (years 2000-2005) for chronic users of opioids for CNCP (n=15,160) to investigate risk factors for the development of clinically recognized (i.e., diagnosed) opioid abuse or dependence among these individuals. We analyzed four broad groups of possible risk factors: (i) non-opioid substance abuse disorders, (ii) painful physical health disorders, (iii) mental health disorders, and (iv) socio-demographic factors. In adjusted models, a diagnosis of non-opioid substance abuse was the strongest predictor of opioid abuse/dependence (OR=2.34, p<0.001). Mental health disorders were moderately strong predictors (OR=1.46, p=0.005) of opioid abuse/dependence. However, the prevalence of mental health disorders was much higher than the prevalence of non-opioid substance abuse disorders (45.3% vs. 7.6%) among users of opioids for CNCP, suggesting that mental health disorders account for more of the population attributable risk for opioid abuse than does non-opioid substance abuse. Males, younger adults, and individuals with greater days supply of prescription opioids dispensed in 2002 were more likely to develop opioid abuse/dependence. Clinicians need to carefully screen for substance abuse and mental health disorders in candidates for opioid therapy and facilitate appropriate treatment of these disorders.
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Design of the Coordinated Anxiety Learning and Management (CALM) study: innovations in collaborative care for anxiety disorders. Gen Hosp Psychiatry 2007; 29:379-87. [PMID: 17888803 PMCID: PMC2095116 DOI: 10.1016/j.genhosppsych.2007.04.005] [Citation(s) in RCA: 93] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/12/2007] [Revised: 04/24/2007] [Accepted: 04/24/2007] [Indexed: 11/17/2022]
Abstract
BACKGROUND Despite a marked increase in the number of persons seeking help for anxiety disorders, the care provided may not be evidence based, especially when delivered by nonspecialists. Since anxiety disorders are most often treated in primary care, quality improvement interventions, such as the Coordinated Anxiety Learning and Management (CALM) intervention, are needed in primary care. RESEARCH DESIGN This study is a randomized controlled trial of a collaborative care effectiveness intervention for anxiety disorders. SUBJECTS Approximately 1040 adult primary care patients with at least one of four anxiety disorders (generalized anxiety disorder, panic disorder, posttraumatic stress disorder or social anxiety disorder) will be recruited from four national sites. INTERVENTION Anxiety clinical specialists (ACSs) deliver education and behavioral activation to intervention patients and monitor their symptoms. Intervention patients choose cognitive-behavioral therapy, antianxiety medications or both in "stepped-care" treatment, which varies according to clinical needs. Control patients receive usual care from their primary care clinician. The innovations of CALM include the following: flexibility to treat any one of the four anxiety disorders, co-occurring depression, alcohol abuse or both; use of on-site clinicians to conduct initial assessments; and computer-assisted psychotherapy delivery. EVALUATION Anxiety symptoms, functioning, satisfaction with care and health care utilization are assessed at 6-month intervals for 18 months. CONCLUSION CALM was designed for clinical effectiveness and easy dissemination in a variety of primary care settings.
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Impact of comorbid anxiety disorders on health-related quality of life among patients with major depressive disorder. Psychiatr Serv 2006; 57:1731-7. [PMID: 17158487 DOI: 10.1176/ps.2006.57.12.1731] [Citation(s) in RCA: 70] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
OBJECTIVE This study examined the impact of comorbid anxiety disorders-posttraumatic stress disorder (PTSD), generalized anxiety disorder, and panic disorder-on health-related quality of life among primary care patients enrolled in a collaborative care depression intervention study for the Department of Veterans Affairs (VA). METHODS Baseline data were used from 324 participants in the Telemedicine Enhanced Antidepressant Management (TEAM) Study, a multisite randomized effectiveness trial targeting VA primary care patients with depression. Health-related quality of life was measured by using the Quality of Well-Being Scale, self-administered version (QWB-SA) and the mental component summary (MCS-12V) and physical component summary (PCS-12V) of the 12-item Short Form Health Survey for Veterans (SF-12V). RESULTS A majority of participants (69 percent) had at least one anxiety disorder. Generalized anxiety disorder and PTSD predicted scores on the QWB-SA. PTSD predicted scores on the PCS-12V, but none of the comorbid anxiety disorders predicted scores on the MCS-12V. In addition, social support, depression severity, and the number of chronic medical conditions significantly predicted QWB-SA scores; the number of self-reported chronic physical health conditions and the number of depression episodes significantly predicted PCS-12V scores; and social support and depression severity significantly predicted MCS-12V scores. CONCLUSIONS According to scores on the QWB-SA, generalized anxiety disorder and PTSD comorbid with major depressive disorder impair health-related quality of life above and beyond major depressive disorder alone.
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Association between mental health disorders, problem drug use, and regular prescription opioid use. ACTA ACUST UNITED AC 2006; 166:2087-93. [PMID: 17060538 DOI: 10.1001/archinte.166.19.2087] [Citation(s) in RCA: 310] [Impact Index Per Article: 17.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
BACKGROUND Use of opioids for chronic noncancer pain is increasing, but standards of care for this practice are poorly defined. Psychiatric disorders are associated with increased physical symptoms such as pain and may be associated with opioid use, but no prospective population-based studies have addressed this issue. METHODS Analysis of longitudinal data from 6439 participants in the 1998 and 2001 waves of Healthcare for Communities, a nationally representative telephone community survey. RESULTS Two hundred thirty-seven subjects (3.6%) reported regular prescription opioid use in 2001. In unadjusted logistic regression models, respondents with a common mental health disorder in 1998 (1165 [12.6%]; major depression, dysthymia, generalized anxiety disorder, or panic disorder) were more likely to report opioid use in 2001 than those without any of these disorders (odds ratio [OR], 4.43; 95% confidence interval [CI], 3.64-5.38; P<.001). Risk was increased for initiation (OR, 3.26; 95% CI, 2.44-4.34; P<.001) and continuation (OR, 2.30; 95% CI, 1.02-5.17; P = .04) of opioids. Respondents reporting problem drug use (136 [2.0%]; OR, 3.57; 95% CI, 2.32-5.50; P<.001) but not problem alcohol use (401 [6.5%]; OR, 0.73; 95% CI, 0.43-1.24; P = .25) reported higher rates of prescribed opioid use than those without problem use. In multivariate logistic regression models controlling for 1998 demographic and clinical variables, common mental health disorder (OR, 1.96; 95% CI, 1.47-2.62; P<.001) and problem drug use (OR, 2.98; 95% CI, 1.68-5.30; P<.001) remained significant predictors of opioid use in 2001. CONCLUSIONS Common mental health disorders and problem drug use are associated with initiation and use of prescribed opioids in the general population. Attention to psychiatric disorders is important when considering opioid therapy.
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Geographic variation in alcohol, drug, and mental health services utilization: what are the sources of the variation? THE JOURNAL OF MENTAL HEALTH POLICY AND ECONOMICS 2006; 9:123-32. [PMID: 17031017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Subscribe] [Scholar Register] [Received: 10/24/2005] [Accepted: 05/31/2006] [Indexed: 05/12/2023]
Abstract
BACKGROUND Studies have documented geographic variation in health services utilization over a range of medical, surgical, and psychiatric conditions. These geographic differences are of concern to policy makers, as they may represent either excessive levels of unnecessary care or inappropriately low utilization of necessary services. However, the sources of geographic variation are not well understood, and variation may not represent a quality problem, to the extent that geographic variation is due to sampling variability or variation in case-mix across sites. AIMS OF THE STUDY Our aim was to determine the extent to which geographic variation in assessment and treatment rates for alcohol, drug, and mental disorders (ADM) was due to variation in case-mix across sites and to quantify the amount of geographic variation after case-mix adjustment. METHODS We analyzed data from Healthcare for Communities, a nationally representative telephone survey of ADM disorders and treatment. We utilized fixed effects and random intercept models to analyze whether individuals received a brief primary care ADM assessment, any primary care ADM treatment, any specialty ADM treatment, or any ADM treatment. Using the coefficient of variation and intra-class correlation (ICC) as summaries, we simulated reference distributions for the amount of variability in ADM assessment and treatment rates expected due to variation in case mix across 60 geographic areas. We compared this with the actual variation among our 60 sites, and the variation that remained after adjusting for ADM disorders, physical health, and socioeconomic characteristics. RESULTS The amount of the variation in assessment and treatment rates explained by geographic area in unadjusted fixed effects and random intercepts models was statistically significant with R2 statistics ranging from 1% to 2% in fixed effects models and ICC's ranging from 0.009 to 0.043. Considerably more variation was explained in analyses that included individual level characteristics such as ADM disorders, physical health, and socioeconomic status, with R2 statistics from 10% to 19%. In random intercept models the ICC's were decreased 20 to 100% in models that adjusted for ADM disorders, physical health, and socioeconomic status. DISCUSSION We found significant variation in ADM assessment and treatment rates across geographic sites. However, the magnitude of geographic variation was relatively modest, with 0.9 to 4.3% of the total variation in ADM assessment and treatment occurring at the geographic level. Further, it appears that a moderate amount of this geographic variation may be due to differences in case mix across sites. IMPLICATIONS FOR HEALTH POLICY Although geographic variation in assessment and treatment rates can signal variable quality, there may be only modest potential for improving quality by reducing geographic variation. Further, the success of efforts to decrease geographic variation by focusing on provider behavior may be limited by the extent to which systematic variation is explained by individual characteristics. IMPLICATIONS FOR FURTHER RESEARCH Future work on geographic differences in mental health care as well as in health services more generally should pay particular attention to adjusting for individual differences in morbidity, which strongly predict treatment utilization.
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Abstract
BACKGROUND To investigate determinants of perceived need for alcohol, drug, and mental (ADM) health treatment and differences in ADM treatment patterns between individuals with perceived need and those without. METHODS We used data from a nationally representative telephone survey of 9585 adults conducted in 1997-1998. Logistic regression was used to study the determinants of perceived need and the correlation between perceived need and any ADM treatment, specialty ADM treatment, appropriate care, and medication adherence. RESULTS Just fewer than 37% of individuals with an ADM disorder perceived a need for treatment, while 4.6% of those without an ADM disorder perceived a need for treatment. Women, the young and middle aged, the better educated, those with greater emotional support, and those with greater psychiatric morbidity were more likely to perceive need for ADM services. Perceived need was strongly correlated with receiving ADM treatment, although almost 44% of individuals in ADM treatment did not perceive a need for treatment. Among individuals in ADM treatment, those with perceived need were significantly more likely to receive specialty ADM treatment, but not more likely to be treatment adherent, or to receive appropriate care. CONCLUSION Substantial levels of unmet need are likely to persist as long as perceived levels of need remain low. Interventions targeting perceived need may hold promise for decreasing unmet need.
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Abstract
OBJECTIVE No consensus exists on the use of psychiatric medication among patients with co-occurring mental health and alcohol disorders. The authors investigated patterns of use of psychiatric medication and perceived effectiveness of mental health treatment among users of mental health care with and without alcohol dependence. METHODS Data were obtained from the 2001 to 2003 National Survey on Drug Use and Health. The sample consisted of respondents who reported receiving mental health treatment in the past year (N=11,872). Rates of psychiatric medication use were compared between mental health care patients who were alcohol dependent and those who were not. Patient-reported effectiveness of mental health treatment was examined among alcohol-dependent and non-alcohol dependent patients who did and did not receive psychiatric medication. RESULTS No statistically significant differences in rates of use of psychiatric medication were found between those with and without alcohol dependence (76.2 percent and 75.9 percent, respectively). Among alcohol-dependent patients, those who received psychiatric medication were significantly more likely than those who did not receive such medication to report that treatment helped a lot or a great deal (OR=2.87, 95 percent CI=1.57 to 2.56, p<.001). Among those who received psychiatric medication, no statistically significant differences were found between alcohol-dependent and nondependent respondents in patients' ratings of treatment effectiveness. CONCLUSIONS Most alcohol-dependent individuals in mental health treatment received psychiatric medication, despite the lack of guideline support in this area. A large majority of those with alcohol dependence who received psychiatric medication reported that mental health treatment was effective.
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Abstract
OBJECTIVES To examine the association between religious involvement and mental health care use by adults age 18 or older with mental health problems. METHODS We used data from the 2001-2003 National Surveys on Drug Use and Health. We defined two subgroups with moderate (n=49,902) and serious mental or emotional distress (n=14,548). For each subgroup, we estimated a series of bivariate probit models of past year use of outpatient care and prescription medications using indicators of the frequency of religious service attendance and two measures of the strength and influence of religious beliefs as independent variables. Covariates included common Diagnostic and Statistical Manual of Mental Disorders, 4th Edition, disorders symptoms, substance use and related disorders, self-rated health status, and sociodemographic characteristics. RESULTS Among those with moderate distress, we found some evidence of a positive relationship between religious service attendance and outpatient mental health care use and of a negative relationship between the importance of religious beliefs and outpatient use. Among those with serious distress, use of outpatient care and medication was more strongly associated with service attendance and with the importance of religious beliefs. By contrast, we found a negative association between outpatient use and the influence of religious beliefs on decisions. CONCLUSION The positive relationship between religious service participation and service use for those with serious distress suggests that policy initiatives aimed at increasing the timely and appropriate use of mental health care may be able to build upon structures and referral processes that currently exist in many religious organizations.
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Design and implementation of the telemedicine-enhanced antidepressant management study. Gen Hosp Psychiatry 2006; 28:18-26. [PMID: 16377361 DOI: 10.1016/j.genhosppsych.2005.07.001] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2005] [Revised: 07/05/2005] [Accepted: 07/07/2005] [Indexed: 12/30/2022]
Abstract
OBJECTIVE Evidence-based practices designed for large urban clinics are not necessarily transportable into small rural practices. Implementing collaborative care for depression in small rural primary care clinics presents unique challenges because it is typically not feasible to employ on-site mental health specialists. The purpose of the Telemedicine-Enhanced Antidepressant Management (TEAM) study was to evaluate a collaborative care model adapted for small rural clinics using telemedicine technologies. The purpose of this paper is to describe the TEAM study design. METHOD The TEAM study was conducted in small rural Veterans Administration community-based outpatient clinics with interactive video equipment available for mental health, but no on-site psychiatrists/psychologists. The study attempted to enroll all patients whose depression could be appropriately treated in primary care. RESULTS The clinical characteristics of the 395 study participants differed significantly from most previous trials of collaborative care. At baseline, 41% were already receiving primary care depression treatment. Study participants averaged 5.5 chronic physical health illnesses and 56.5% had a comorbid anxiety disorder. Over half (57.2%) reported that pain impaired their functioning extremely or quite a bit. CONCLUSIONS Despite small patient populations in rural clinics, enough patients with depression can be successfully enrolled to evaluate telemedicine-based collaborative care.
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The Influence of Comorbid Chronic Medical Conditions on the Adequacy of Depression Care for Older Americans. J Am Geriatr Soc 2005; 53:2178-83. [PMID: 16398906 DOI: 10.1111/j.1532-5415.2005.00511.x] [Citation(s) in RCA: 51] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
OBJECTIVES To assess the effect of the co-occurrence of four common chronic medical conditions (hypertension, diabetes mellitus, arthritis, heart disease) on the probability of receiving adequate depression treatment. DESIGN Retrospective analysis of the 2000 and 2001 Medical Expenditure Panel Surveys (MEPS). SETTING Households in the United States. PARTICIPANTS MEPS respondents aged 65 and older with self-reported depression (N=498). MEASUREMENTS Adequate depression treatment is defined as receiving eight psychotherapy sessions or filling at least four antidepressant prescriptions at a minimally adequate dosage. Comorbid diabetes mellitus, hypertension, heart disease, and arthritis in older persons with depression were identified from patient self-report. RESULTS An estimated 34% (95% confidence interval=28-39%) of older persons with self-reported depression received an adequate course of depression treatment during a calendar year. Having hypertension or diabetes mellitus was associated with significantly greater odds of receiving adequate depression care (hypertension odds ratio (OR)=1.81, P=.02; diabetes mellitus OR=1.77, P=.03). Having heart disease or arthritis was not significantly associated with the odds of receiving adequate depression care. CONCLUSION Some chronic medical conditions are associated with a greater likelihood of receiving adequate depression care; comorbid medical conditions do not result in lower quality of depression treatment in older persons. The high prevalence rates of comorbid depression and low rates of adequate depression care in elderly persons with chronic illnesses point to the importance of improving primary care depression treatment or enhancing specialty mental health referral.
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Regular use of prescribed opioids: association with common psychiatric disorders. Pain 2005; 119:95-103. [PMID: 16298066 DOI: 10.1016/j.pain.2005.09.020] [Citation(s) in RCA: 162] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2005] [Revised: 08/18/2005] [Accepted: 09/12/2005] [Indexed: 10/25/2022]
Abstract
Use of opioids for chronic non-cancer pain is increasing, but the clinical epidemiology and standards of care for this practice are poorly defined. Psychiatric disorders are associated with increased physical symptoms and may be associated with opioid use. We performed a secondary analysis of cross-sectional data from the Health Care for Communities (HCC) survey conducted in 1997-1998 (N=9279) to determine the association of psychiatric disorders and self-reported regular use of prescribed opioids within the past year. Regular prescription opioid use was reported by 282 (3%) respondents. In unadjusted logistic regression models, respondents with common mental disorders in the past year (major depression, dysthymia, generalized anxiety disorder, or panic disorder) were more likely to report regular prescription opioid use than those without any of these disorders (OR=6.15, 95% CI=4.13, 9.14, P< 0.001). Respondents reporting problem drug use (OR=4.75, 95% CI=2.52, 8.94, P<0.001), or problem alcohol use (OR=1.89, 95% CI=1.03, 3.40, P=.041) reported higher rates of prescribed opioid use than those without problem use. In multivariate logistic regression models controlling for demographic and clinical variables, the presence of a common mental disorder remained a significant predictor of prescription opioid use (OR=3.15, 95% CI=1.69, 5.88, P<0.001), among individuals reporting low pain interference (N=8307); but not (OR=1.27, n.s.) among those reporting high pain interference (N=972). Depressive, anxiety and drug abuse disorders are associated with increased use of regular opioids in the general population. Depressive and anxiety disorders are more common and more strongly associated with prescribed opioid use than drug abuse disorders.
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