Characteristics of High-Cost Patients Diagnosed with Opioid Abuse.

Abstract:

BACKGROUND:Prescription opioid abuse is associated with substantial economic burden, with estimates of incremental annual per-patient health care costs of diagnosed opioid abuse exceeding $10,000 in prior literature. A subset of patients diagnosed with opioid abuse has disproportionately high health care costs, but little is known about the characteristics of these patients.  OBJECTIVE:To describe the characteristics of a subset of patients diagnosed with opioid abuse with disproportionately high health care costs to assist physicians and managed care organizations in targeting interventions at the costliest patients. METHODS:This retrospective claims data analysis identified patients aged 12 to 64 years diagnosed with opioid abuse/dependence in the OptumHealth Reporting and Insights medical and pharmacy claims database, Quarter 1 (Q1) 1999-Q1 2012. Inclusion criteria required that patients had a diagnosis of opioid abuse during or after Q1 2006, no prior diagnoses of opioid abuse, and continuous non-HMO coverage over an 18-month study period. The study period comprised a 12-month observation period centered on the date of the first opioid abuse diagnosis (index date) and a 6-month baseline period immediately preceding the observation period. Patients in the top 20% of total health care costs in the observation period were classified as "high-cost patients," and the remaining patients were classified as "lower-cost patients." Patient characteristics, comorbidities, health care resource use, and health care costs were compared between high-cost patients and lower-cost patients using chi-square tests for dichotomous variables and Wilcoxon rank-sum tests for continuous variables. In addition, multivariate regression was used to assess the relationship between patient characteristics in the baseline period and total health care costs in the observation period among all patients diagnosed with opioid abuse.  RESULTS:9,291 patients diagnosed with opioid abuse met the inclusion criteria. The 20% of patients classified as high-cost patients accounted for approximately two thirds of the total health care costs of patients diagnosed with opioid abuse. Compared with lower-cost patients, high-cost patients were older (42.5 vs. 36.1; P  less than  0.001) and more likely to be female (55.9% vs. 42.9%; P  less than  0.001). They had a higher comorbidity burden at baseline, as reflected in the Charlson Comorbidity Index (0.8 vs. 0.2; P  less than  0.001), and rates of conditions such as chronic pulmonary disease (12.9% vs. 5.6%; P  less than  0.001) and mild/moderate diabetes (8.4% vs. 3.4%; P  less than  0.001). High-cost patients also had higher rates of nonopioid substance abuse diagnoses (12.4% vs. 8.9%; P  less than  0.001) and psychotic disorders (26.5% vs. 13.6%; P  less than  0.001). In the observation period, high-cost patients continued to have higher rates of nonopioid substance abuse diagnoses (53.0% vs. 47.2%; P  less than  0.001) and psychotic disorders (67.1% vs. 47.5%; P  less than  0.001). In addition, they had greater medical resource use across all places of service (i.e., inpatient, emergency department, outpatient, drug/alcohol rehabilitation facility, and other) compared with lower-cost patients. The mean observation period health care costs of high-cost patients was $89,177 compared with $11,653 for lower-cost patients (P  less than  0.001). High-cost patients had higher medical costs linked to claims with an opioid abuse diagnosis in absolute terms, but the share of total medical costs attributed to such claims was lower among high-cost patients than among lower-cost patients. While many baseline characteristics were found to have a statistically significant (P  less than  0.05) association with observation period health care costs, only 27.3% of the variation in observation period health care costs was explained by patient characteristics in the baseline period. CONCLUSIONS:This study found that the costliest patients diagnosed with opioid abuse had high rates of preexisting and concurrent chronic comorbidities and mental health conditions, suggesting potential indicators for targeted intervention and a need for greater awareness and screening of comorbid conditions. Opioid abuse may exacerbate existing conditions and make it difficult for patients to adhere to treatment plans for those underlying conditions. Baseline patient characteristics explained only a small share of the variation in observation period health care costs, however. Future research should explore the degree to which other factors not captured in administrative claims data (e.g., severity of abuse) can explain the wide variation in health care costs among opioid abusers.

authors

Shei A,Rice JB,Kirson NY,Bodnar K,Enloe CJ,Birnbaum HG,Holly P,Ben-Joseph R

doi

10.18553/jmcp.2015.21.10.902

subject

Has Abstract

pub_date

2015-10-01 00:00:00

pages

902-12

issue

10

eissn

2376-0540

issn

2376-1032

pii

2015(21)10: 902-912

journal_volume

21

pub_type

杂志文章
  • Community Pharmacy Versus Mail Order: An Uneven Comparison.

    abstract:DISCLOSURES:No outside funding supported the writing of this letter. Farley has received funding from the National Community Pharmacy Association for previous research. Schondelmeyer advises the University of Minnesota Health Benefit plan on its prescription drug coverage. Urick has received a grant from Cardinal Healt...

    journal_title:Journal of managed care & specialty pharmacy

    pub_type: 评论,信件

    doi:10.18553/jmcp.2019.25.6.724

    authors:

    更新日期:2019-06-01 00:00:00

  • A Comparison of Health Care Resource Utilization and Costs for Patients with Allergic Rhinitis on Single-Product or Free-Combination Therapy of Intranasal Steroids and Intranasal Antihistamines.

    abstract:BACKGROUND:Allergic rhinitis (AR) is a common condition that can be treated with a number of different therapies. Treatments such as intranasal antihistamines (INAs) and intranasal steroids (INSs) are widely used by AR patients. For some allergy sufferers, a combination of therapies, specifically an INA and an INS, is ...

    journal_title:Journal of managed care & specialty pharmacy

    pub_type: 杂志文章

    doi:10.18553/jmcp.2016.22.12.1426

    authors: Harrow B,Sedaghat AR,Caldwell-Tarr A,Dufour R

    更新日期:2016-12-01 00:00:00

  • Current drug therapies for rosacea: a chronic vascular and inflammatory skin disease.

    abstract:BACKGROUND:Rosacea is a chronic skin disorder that presents with abnormal vascular and inflammatory conditions. Clinical manifestations include flushing, facial erythema, inflammatory papules and pustules, telangiectasias, edema, and watery or irritated eyes. OBJECTIVE:To discuss the evolving pathophysiology of rosace...

    journal_title:Journal of managed care & specialty pharmacy

    pub_type: 杂志文章,评审

    doi:10.18553/jmcp.2014.20.6.623

    authors: Feldman SR,Huang WW,Huynh TT

    更新日期:2014-06-01 00:00:00

  • Evolution of the AMCP Format for Formulary Submissions.

    abstract:DISCLOSURES:No funding was required for this project. The authors are or have been members of the Format Executive Committee. ...

    journal_title:Journal of managed care & specialty pharmacy

    pub_type: 杂志文章

    doi:10.18553/jmcp.2020.26.6.696

    authors: Watkins JB,Sullivan SD,Sampsel E,Fullerton DSP,Graff JS,Fry RN,Lee J,Tam IM,Avey SG

    更新日期:2020-06-01 00:00:00

  • The Biosimilar Nocebo Effect? A Systematic Review of Double-Blinded Versus Open-Label Studies.

    abstract:BACKGROUND:Several authors have hypothesized that adverse drug events (ADEs) upon switching from reference biologics to biosimilar products are related to the nocebo effect. However, a thorough and current review of the existing literature has not been conducted. OBJECTIVE:To evaluate if patient and/or physician knowl...

    journal_title:Journal of managed care & specialty pharmacy

    pub_type: 杂志文章

    doi:10.18553/jmcp.2018.24.10.952

    authors: Odinet JS,Day CE,Cruz JL,Heindel GA

    更新日期:2018-10-01 00:00:00

  • A Retrospective, Longitudinal, Claims-Based Comparison of Concomitant Diagnoses Between Individuals with and Without Down Syndrome.

    abstract:BACKGROUND:Individuals with Down syndrome (DS) experience various comorbidities in excess of the prevalence seen among the non-DS population. However, the extent of the excess burden of comorbidities specifically within commercially and publicly insured DS populations aged < 21 years is not currently known. OBJECTIVES...

    journal_title:Journal of managed care & specialty pharmacy

    pub_type: 杂志文章

    doi:10.18553/jmcp.2017.23.7.761

    authors: Kong AM,Hurley D,Evans KA,Brixner D,Csoboth C,Visootsak J

    更新日期:2017-07-01 00:00:00

  • Health care utilization and cost associated with switching biologics within the first year of biologic treatment initiation among patients with ankylosing spondylitis.

    abstract:BACKGROUND:Costs associated with biologic switching and discontinuation can be high in chronic inflammatory diseases. Inappropriate use of medications may have cost implications for both payers and patients. Understanding of biologic utilization and switching rates is lacking among patients with ankylosing spondylitis ...

    journal_title:Journal of managed care & specialty pharmacy

    pub_type: 杂志文章

    doi:10.18553/jmcp.2020.19433

    authors: Yi E,Dai D,Piao OW,Zheng JZ,Park Y

    更新日期:2021-01-01 00:00:00

  • Characteristics and Medication Use of Psoriasis Patients Who May or May Not Qualify for Randomized Controlled Trials.

    abstract:BACKGROUND:Clinical trials impose exclusion criteria that may limit the generalizability of results. OBJECTIVES:To (a) determine the percentage of real-world patients who would qualify for psoriasis randomized controlled trials; (b) ascertain differences between moderate-to-severe psoriasis patients who would be eligi...

    journal_title:Journal of managed care & specialty pharmacy

    pub_type: 杂志文章

    doi:10.18553/jmcp.2017.16367

    authors: Malatestinic W,Nordstrom B,Wu JJ,Goldblum O,Solotkin K,Lin CY,Kistler K,Fraeman K,Johnston J,Hawley LL,Sicignano N,Araujo A

    更新日期:2017-03-01 00:00:00

  • Effect of Controlled Substance Use Management on Prescribing Patterns and Health Outcomes Among High-Risk Users.

    abstract:BACKGROUND:The misuse of prescription drugs is a serious public health problem. Although controlled substance (CS) prescribing, in particular, opioid analgesics, has recently declined, the volume of prescriptions in 2015 was still 3 times higher than in 1999. To curb the high volume of CS prescribing, a national health...

    journal_title:Journal of managed care & specialty pharmacy

    pub_type: 杂志文章

    doi:10.18553/jmcp.2019.25.3.392

    authors: Chen X,Ma Q,Barron J,DeVries A,Horn J,Agiro A

    更新日期:2019-03-01 00:00:00

  • Cardiovascular Disease and Gout: Real-World Experience Evaluating Patient Characteristics, Treatment Patterns, and Health Care Utilization.

    abstract:BACKGROUND:Gout, hyperuricemia, and cardiovascular disease (CVD) are prevalent conditions in the United States, and while they share common risk factors such as obesity, hypertension, hypercholesterolemia, and type 2 diabetes mellitus, relatively little is known about what patient and disease characteristics may link C...

    journal_title:Journal of managed care & specialty pharmacy

    pub_type: 杂志文章

    doi:10.18553/jmcp.2017.23.6.677

    authors: Pillinger MH,Bangalore S,Klein AB,Baumgartner S,Morlock R

    更新日期:2017-06-01 00:00:00

  • Cost-Effectiveness of a Pharmacogenetic Test to Guide Treatment for Major Depressive Disorder.

    abstract:BACKGROUND:Recent clinical trials indicate that pharmacogenetic-guided treatment of major depressive disorder (MDD) results in higher treatment response rates by genetically matching patients to medications and avoiding a trial-and-error process. OBJECTIVE:To evaluate the cost-effectiveness of a pharmacogenetic test (...

    journal_title:Journal of managed care & specialty pharmacy

    pub_type: 杂志文章

    doi:10.18553/jmcp.2018.24.8.726

    authors: Groessl EJ,Tally SR,Hillery N,Maciel A,Garces JA

    更新日期:2018-08-01 00:00:00

  • Impact of Overactive Bladder Step Therapy Policies on Medication Utilization and Expenditures Among Treated Medicare Members.

    abstract:BACKGROUND:The impact of formulary management strategies on utilization and expenditures in overactive bladder (OAB) treatment has not been extensively investigated. In 2013, step therapy (ST) policies for 2 branded OAB treatments, mirabegron and fesoterodine, were removed from Humana Medicare Advantage Prescription Dr...

    journal_title:Journal of managed care & specialty pharmacy

    pub_type: 杂志文章

    doi:10.18553/jmcp.2017.23.1.27

    authors: Abbass IM,Caplan EO,Ng DB,Kristy R,Schermer CR,Bradt P,Collins JM,Chan WM,Suehs BT

    更新日期:2017-01-01 00:00:00

  • Effect of Pharmacist-Driven Professional Continuous Glucose Monitoring in Adults with Uncontrolled Diabetes.

    abstract:BACKGROUND:Diabetes requires close monitoring to achieve optimal outcomes and avoid adverse effects. Continuous glucose monitoring (CGM) is one approach to measuring glycemia and has become more widespread with recent advances in technology; however, ideal implementation of CGM into clinical practice is unknown. CGM ca...

    journal_title:Journal of managed care & specialty pharmacy

    pub_type: 杂志文章

    doi:10.18553/jmcp.2020.26.5.600

    authors: Sherrill CH,Houpt CT,Dixon EM,Richter SJ

    更新日期:2020-05-01 00:00:00

  • Change in Proportion of Days Covered for Statins Following Implementation of a Pharmacy Student Adherence Outreach Program.

    abstract:BACKGROUND:Nearly half of statin users discontinue therapy within the first year of treatment. Nonadherence to statin therapy may lead to an increased risk of atherosclerotic cardiovascular disease and, thus, higher costs due to hospitalizations. Value-based care models, such as accountable care organizations (ACO), ar...

    journal_title:Journal of managed care & specialty pharmacy

    pub_type: 杂志文章

    doi:10.18553/jmcp.2019.25.5.588

    authors: Tamargo C,Sando K,Prados Y,Cowart K

    更新日期:2019-05-01 00:00:00

  • Adherence and persistence to prescribed medication therapy among Medicare part D beneficiaries on dialysis: comparisons of benefit type and benefit phase.

    abstract:BACKGROUND:The implementation of Medicare Part D provided insurance coverage for outpatient medications, but when persons reach the "gap," they have very limited or no medication insurance coverage until they reach a second threshold for catastrophic coverage. In addition, some patients have a low-income subsidy (LIS),...

    journal_title:Journal of managed care & specialty pharmacy

    pub_type: 杂志文章

    doi:10.18553/jmcp.2014.20.8.862

    authors: Park H,Rascati KL,Lawson KA,Barner JC,Richards KM,Malone DC

    更新日期:2014-08-01 00:00:00

  • Utilization Patterns of Oral Disease-Modifying Drugs in Commercially Insured Patients with Multiple Sclerosis.

    abstract:BACKGROUND:The approval of new oral disease-modifying drugs (DMDs), such as fingolimod, dimethyl fumarate (DMF), and teriflunamide, has considerably expanded treatment options for relapsing forms of multiple sclerosis (MS). However, data describing the use of these agents in routine clinical practice are limited. OBJE...

    journal_title:Journal of managed care & specialty pharmacy

    pub_type: 杂志文章

    doi:10.18553/jmcp.2019.25.1.113

    authors: Desai RJ,Mahesri M,Gagne JJ,Hurley E,Tong A,Chitnis T,Minden S,Spettell CM,Matlin OS,Shrank WH,Choudhry NK

    更新日期:2019-01-01 00:00:00

  • A Physician's Perspective on Generic Drug Quality.

    abstract:DISCLOSURES:No funding supported the writing of this article. The author has nothing to disclose. ...

    journal_title:Journal of managed care & specialty pharmacy

    pub_type: 杂志文章

    doi:10.18553/jmcp.2020.26.5.592

    authors: Lever HM

    更新日期:2020-05-01 00:00:00

  • Evaluating Patient Preferences for Different Incentive Programs to Optimize Pharmacist-Provided Patient Care Program Enrollment.

    abstract:BACKGROUND:Employers have increased efforts to engage employees in health and wellness programs. Providing employees with incentives to participate in these programs has been shown to improve overall enrollment and engagement. One program that has had challenges with enrollment and engagement is medication therapy mana...

    journal_title:Journal of managed care & specialty pharmacy

    pub_type: 杂志文章

    doi:10.18553/jmcp.2017.23.11.1140

    authors: Tomaszewski D,Cernohous T,Vaidyanathan R

    更新日期:2017-11-01 00:00:00

  • Adherence and Persistence Among Chronic Myeloid Leukemia Patients During Second-Line Tyrosine Kinase Inhibitor Treatment.

    abstract::In a study published last year in the October 2014 issue of the Journal of Managed Care Specialty Pharmacy, Trivedi et al. compared treatment patterns of dasatinib and nilotinib as second-line tyrosine kinase inhibitors (TKI) therapy in chronic myeloid leukemia (CML) patients during the first year of treatment.1 Trive...

    journal_title:Journal of managed care & specialty pharmacy

    pub_type: 评论,信件

    doi:10.18553/jmcp.2015.21.11.1088

    authors: Chen L,Wu EQ

    更新日期:2015-11-01 00:00:00

  • Letter--The Authors Respond.

    abstract:DISCLOSURES:No additional funding was received for the writing of this letter. The published study referred to in this letter was funded by Janssen Scientific Affairs, which employs Maiese and funded Cornerstone Research Group, a health economic consulting group, to conduct the study. Grima is a founding partner of Cor...

    journal_title:Journal of managed care & specialty pharmacy

    pub_type: 杂志文章

    doi:10.18553/jmcp.2019.25.9.1028

    authors: Hollmann S,Moldaver D,Goyert N,Grima D,Maiese EM

    更新日期:2019-09-01 00:00:00

  • Prostacyclin Use Among Patients with Pulmonary Arterial Hypertension in the United States: A Retrospective Analysis of a Large Health Care Claims Database.

    abstract:BACKGROUND:Prostacyclins play an important role in the management of pulmonary arterial hypertension (PAH). Intravenous prostacyclin was the first disease-specific treatment for patients with PAH. Subcutaneous and nonparenteral (oral or inhaled) formulations have subsequently become available. However, data are lacking...

    journal_title:Journal of managed care & specialty pharmacy

    pub_type: 杂志文章

    doi:10.18553/jmcp.2017.17228

    authors: Burger CD,Pruett JA,Lickert CA,Berger A,Murphy B,Drake W 3rd

    更新日期:2018-03-01 00:00:00

  • Variation in Formulary Management Practices Within the Department of Veterans Affairs Health Care System.

    abstract:BACKGROUND:All Department of Veterans Affairs Medical Centers (VAMCs) operate under a single national drug formulary, yet substantial variation in prescribing and spending exists across facilities. Local management of the national formulary may differ across VAMCs and may be one cause of this variation. OBJECTIVE:To c...

    journal_title:Journal of managed care & specialty pharmacy

    pub_type: 杂志文章

    doi:10.18553/jmcp.2016.14251

    authors: Radomski TR,Good CB,Thorpe CT,Zhao X,Marcum ZA,Glassman PA,Lowe J,Mor MK,Fine MJ,Gellad WF

    更新日期:2016-02-01 00:00:00

  • Assessing the Population-Level Correlation of Medication Regimen Complexity and Adherence Indices Using Electronic Health Records and Insurance Claims.

    abstract:BACKGROUND:Nonadherence to medication regimens can lead to adverse health care outcomes and increasing costs. OBJECTIVES:To (a) assess the level of medication complexity at an outpatient setting using population-level electronic health record (EHR) data and (b) evaluate its association with medication adherence measur...

    journal_title:Journal of managed care & specialty pharmacy

    pub_type: 杂志文章

    doi:10.18553/jmcp.2020.26.7.860

    authors: Ma X,Jung C,Chang HY,Richards TM,Kharrazi H

    更新日期:2020-07-01 00:00:00

  • Current Procedural Terminology Codes for Medication Therapy Management in Administrative Data.

    abstract:BACKGROUND:Three pharmacist-specific Current Procedural Terminology (CPT) codes exist to facilitate medication therapy management (MTM) reimbursement (codes 99605, 99606, and 99607). However, no studies have used CPT codes in administrative claims databases to identify subjects who have received MTM services. OBJECTIV...

    journal_title:Journal of managed care & specialty pharmacy

    pub_type: 杂志文章

    doi:10.18553/jmcp.2020.26.10.1297

    authors: Axon DR,Chinthammit C,Tate J,Taylor AM,Leal S,Pickering M,Black H,Warholak T,Campbell PJ

    更新日期:2020-10-01 00:00:00

  • Optimization of Medication Use at Accountable Care Organizations.

    abstract:BACKGROUND:Optimized medication use involves the effective use of medications for better outcomes, improved patient experience, and lower costs. Few studies systematically gather data on the actions accountable care organizations (ACOs) have taken to optimize medication use. OBJECTIVES:To (a) assess how ACOs optimize ...

    journal_title:Journal of managed care & specialty pharmacy

    pub_type: 杂志文章

    doi:10.18553/jmcp.2017.23.10.1054

    authors: Wilks C,Krisle E,Westrich K,Lunner K,Muhlestein D,Dubois R

    更新日期:2017-10-01 00:00:00

  • Seeing the Forest Through the Trees: Improving Adherence Alone Will Not Optimize Medication Use.

    abstract:UNLABELLED:Medication adherence is a problem that has received widespread attention in the medical literature and health policy circles. With the increased emphasis on recognizing and rewarding quality in the U.S. health care system, medication adherence measures are increasingly being adopted to assess quality of medi...

    journal_title:Journal of managed care & specialty pharmacy

    pub_type: 杂志文章

    doi:10.18553/jmcp.2016.22.5.598

    authors: Sorensen TD,Pestka DL,Brummel AR,Rehrauer DJ,Ekstrand MJ

    更新日期:2016-05-01 00:00:00

  • A Real-World Observational Study of Hospitalization and Health Care Costs Among Nonvalvular Atrial Fibrillation Patients Prescribed Oral Anticoagulants in the U.S. Medicare Population.

    abstract:BACKGROUND:Clinical trials have shown that direct oral anticoagulants (DOACs)-including dabigatran, rivaroxaban, apixaban, and edoxaban-are at least as effective and safe as warfarin for the risk of stroke/systemic embolism (SE) and major bleeding (MB) in patients with atrial fibrillation (AF). However, few studies hav...

    journal_title:Journal of managed care & specialty pharmacy

    pub_type: 杂志文章

    doi:10.18553/jmcp.2018.24.9.911

    authors: Amin A,Keshishian A,Trocio J,Dina O,Le H,Rosenblatt L,Liu X,Mardekian J,Zhang Q,Baser O,Nadkarni A,Vo L

    更新日期:2018-09-01 00:00:00

  • The Effects of Cost Sharing on Adherence to Medications Prescribed for Concurrent Use: Do Definitions Matter?

    abstract:BACKGROUND:Accurate estimates of the effects of cost sharing on adherence to medications prescribed for use together, also called concurrent adherence, are important for researchers, payers, and policymakers who want to reduce barriers to adherence for chronic condition patients prescribed multiple medications concurre...

    journal_title:Journal of managed care & specialty pharmacy

    pub_type: 杂志文章

    doi:10.18553/jmcp.2015.21.8.678

    authors: Sacks NC,Burgess JF,Cabral HJ,McDonnell ME,Pizer SD

    更新日期:2015-08-01 00:00:00

  • THE AUTHORS RESPOND.

    abstract::DISCLOSURES: Funding for the study referred to in this letter was contributed by Bayer Healthcare. Xia and Williamson are employees of Bayer Healthcare. Roth, Carlson, and Sullivan are consultants to Bayer Healthcare. Carlson also reports fees from Adaptive Biotechnologies, unrelated to the study. Roth reports consult...

    journal_title:Journal of managed care & specialty pharmacy

    pub_type: 信件

    doi:10.18553/jmcp.2020.26.12.1617

    authors: Roth JA,Carlson JJ,Xia F,Williamson T,Sullivan SD

    更新日期:2020-12-01 00:00:00

  • Predictors of concomitant use of antipsychotics and stimulants and its impact on stimulant persistence in pediatric attention deficit hyperactivity disorder.

    abstract:BACKGROUND:Concomitant use of stimulants and atypical antipsychotics is common in pediatric attention deficit hyperactivity disorder (ADHD). However, little is known about the determinants of concomitant use and its utility in the management of pediatric ADHD. OBJECTIVES:To (a) examine predictors of concomitant stimul...

    journal_title:Journal of managed care & specialty pharmacy

    pub_type: 杂志文章

    doi:10.18553/jmcp.2015.21.6.486

    authors: Bali V,Kamble PS,Aparasu RR

    更新日期:2015-06-01 00:00:00