1
|
Vincent T, Li Q, Zhang L, Stokes M, Danielson V, Murphy J, Barion F, Lam S, Lassagne R, Berger A. Comparison of utilization and cost of healthcare services and pharmacotherapy following implantation of vagus nerve stimulation vs. responsive neurostimulation or deep brain stimulation for the treatment of drug-resistant epilepsy: analyses of a large United States healthcare claims database. J Med Econ 2022; 25:1218-1230. [PMID: 36384429 DOI: 10.1080/13696998.2022.2148680] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
AIM Vagus nerve stimulation (VNS), responsive neurostimulation (RNS), and deep brain stimulation (DBS) all are options for drug-resistant epilepsy (DRE). However, little is known about how the choice of neurostimulation impacts subsequent healthcare costs. MATERIALS AND METHODS We used a large US healthcare claims database to identify all patients with epilepsy who underwent neurostimulation between 2012 and 2019. Eligible patients were identified and stratified based on procedure received (VNS vs. RNS/DBS). VNS patients were matched by propensity scoring to RNS/DBS patients. Use and cost of healthcare resources and pharmacotherapy were ascertained over the 24-month period following neurostimulation, incorporating all-cause and epilepsy-related measures. Disease-related care was defined based on diagnoses of claims for medical care and relevant pharmacotherapies. RESULTS Seven hundred and ninety-two patients met all selection criteria. VNS patients were younger, were prescribed a higher pre-index mean number of anti-seizure medications (ASMs), and had higher pre-index levels of use and cost of epilepsy-related healthcare services. We propensity matched 148 VNS patients to an equal number of RNS/DBS patients. One year following index date (inclusive), mean total all-cause healthcare costs were 50% lower among VNS patients than RNS/DBS patients, and mean epilepsy-related costs were 55% lower; corresponding decreases at the two-year mark were 41% and 48%, respectively. LIMITATIONS Some clinical variables, such as seizure frequency and severity, quality of life, and functional status were unavailable in the database, precluding our ability to comprehensively assess differences between devices. Administrative claims data are subject to billing code errors, inaccuracies, and missing data, resulting in possible misclassification and/or unmeasured confounding. CONCLUSIONS After matching, VNS was associated with significantly lower all-cause and epilepsy-related costs for the two-year period following implantation. All-cause and epilepsy-related costs remained statistically significantly lower for VNS even after costs of implantation were excluded.
Collapse
Affiliation(s)
| | | | - Lu Zhang
- Division of Pediatric Neurosurgery, Department of Neurosurgery, Ann and Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | | | | | | | | | - Sandi Lam
- Division of Pediatric Neurosurgery, Department of Neurosurgery, Ann and Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | | | | |
Collapse
|
2
|
Lu M, Faure M, Bergamasco A, Spalding W, Benitez A, Moride Y, Fournier M. Epidemiology of status epilepticus in the United States: A systematic review. Epilepsy Behav 2020; 112:107459. [PMID: 33181886 DOI: 10.1016/j.yebeh.2020.107459] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Revised: 08/27/2020] [Accepted: 08/29/2020] [Indexed: 01/08/2023]
Abstract
OBJECTIVES Convulsive status epilepticus (CSE) is a life-threatening neurologic emergency, which is defined by the International League Against Epilepsy (ILAE) as bilateral tonic-clonic seizure activity lasting longer than 5 min, while absence status epilepticus (SE) and focal SE are specified as exceeding 10 min. Epidemiological evidence on SE is currently lacking, and the incidence is not well-known, especially in light of changes in the ILAE criteria for SE. The objectives of this systematic literature review were to describe the epidemiology of SE in the US population and the associated burden of illness. METHODS A systematic review, including literature and pragmatic searches, was conducted. Literature searches were performed using MEDLINE, Embase, BIOSIS, and Web of Science electronic databases from inception to February 2019. Pragmatic searches of the gray literature were carried out using Google, Google Scholar, conference proceedings, and ClinicalTrials.gov to identify additional sources. Only US-based studies or multinational studies reporting US data of interest were included. RESULTS In total, 69 sources were identified. The incidence of all SE in patients of all ages in the USA ranged from 18.3 to 41 per 100,000 people per year. Incidence of all-age CSE rose from 3.5 (1979) to 12.5 (2010) per 100,000 people per year. Status epilepticus incidence followed a bimodal (U-shaped) distribution, with the highest estimates in the first years of life (0-4 years) and after 60 years. Mortality associated with SE varied from 21% over 30 days to 31.2% over 10 years. For CSE, two studies reported similar in-hospital mortalities (9.2% and 10.7%). Median healthcare costs related to SE admission were approximately US$14,500 per adult (17-45 years) and US$8000 per child (0-16 years). CONCLUSIONS There is a lack of recent data on the epidemiology and healthcare burden associated with SE. Reports of SE incidence in the USA are highly variable and predate the 2015 ILAE definition of SE. However, the available data suggest a high burden of illness.
Collapse
Affiliation(s)
- Mei Lu
- Shire Development LLC, a Takeda company, Lexington, MA, United States of America.
| | - Mareva Faure
- YOLARX Consultants Inc., Montreal, Quebec, Canada
| | | | - William Spalding
- Shire Development LLC, a Takeda company, Lexington, MA, United States of America
| | - Arturo Benitez
- Shire Development LLC, a Takeda company, Lexington, MA, United States of America
| | - Yola Moride
- YOLARX Consultants Inc., Montreal, Quebec, Canada; YOLARX Consultants SARL, Paris, France; Faculty of Pharmacy, University of Montreal, Montreal, Quebec, Canada; Rutgers, The State University of New Jersey, New Brunswick, NJ, United States of America
| | - Martha Fournier
- Shire Development LLC, a Takeda company, Lexington, MA, United States of America
| |
Collapse
|
3
|
Gibbs SN, Choi J, Khilfeh I, Ahmed KH, Yermilov I, Segal E. The Humanistic and Economic Burden of Pediatric Focal Seizures in the United States. J Child Neurol 2020; 35:543-555. [PMID: 32223583 DOI: 10.1177/0883073820911785] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
OBJECTIVE To better understand the humanistic and economic burden of focal seizures in children 2-12 years old. METHODS We conducted a targeted literature review by searching MEDLINE for English-language publications reporting on children 2-12 years old with focal seizures published in the United States since 2008. RESULTS Thirty-five publications were included. Incidence of focal seizures was 23.2 to 47.1 per 100,000 children per year; prevalence was 2.0 per 1,000 children, and ranged from 1.6 - 2.6 per 1,000 in patients of any age. Life expectancy was 47.3-61.8 years among children 3-12 years old. Patients took several antiepileptic drugs and experienced frequent seizures, sleep disorders, mood disorders, migraine, and seizure-related injuries (eg, bone fractures, sprains, open wounds). Children with focal seizures scored below average on cognitive assessments and up to 42%, 16%, and 19% had depression, anxiety, and attention-deficit disorder, respectively. Patients of any age had about 10 outpatient visits (2 epilepsy-related), 2 inpatient visits (less than 1 epilepsy-related), and 24 procedures (1 epilepsy-related) per year. Medication adherence was low: only half of pediatric patients maintained ≥90% adherence over 6 months. Annual total health care costs among patients of any age ranged from $18,369 - 38,549; first-year total health care costs for children were $19,883. CONCLUSIONS Incidence and prevalence of focal seizures is high and the humanistic and economic burdens are significant. Future studies focused exclusively on children with focal seizures are needed to more precisely describe the burden. We also suggest further research and implementation of methods to improve medication adherence as an approach to lessen burden on these young patients.
Collapse
Affiliation(s)
- Sarah N Gibbs
- Partnership for Health Analytic Research, LLC, Beverly Hills, CA, USA
| | | | | | - K Hamzah Ahmed
- Partnership for Health Analytic Research, LLC, Beverly Hills, CA, USA
| | - Irina Yermilov
- Partnership for Health Analytic Research, LLC, Beverly Hills, CA, USA
| | - Eric Segal
- Northeast Regional Epilepsy Group, Hackensack, NJ Hackensack University Medical Center, Hackensack, NJ, USA.,Seton Hall School of Medicine, Nutley, NJ, USA
| |
Collapse
|
4
|
Lystad RP, Rapport F, Bleasel A, Herkes G, Nikpour A, Mitchell R. Hospital service utilization trajectories of individuals living with epilepsy in New South Wales, Australia, 2012-2016: A population-based study. Epilepsy Behav 2020; 105:106941. [PMID: 32062105 DOI: 10.1016/j.yebeh.2020.106941] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/03/2019] [Revised: 01/19/2020] [Accepted: 01/21/2020] [Indexed: 02/07/2023]
Abstract
OBJECTIVES This study aimed to examine five-year trajectories of hospital service utilization among individuals living with epilepsy in New South Wales (NSW), Australia, and to identify factors predictive of trajectory group membership. METHODS This study used group-based trajectory modeling of hospital admissions over a five-year period for individuals living with epilepsy who had an epilepsy-related hospitalization during 1 January 2012 and 31 December 2012 in NSW, Australia (n = 5762). RESULTS The analysis revealed the following five distinct hospital service utilization trajectory groups: "one-off users" (Group 1; 22.9%), "low-chronic users" (Group 2; 47.1%), "moderate-declining users" (Group 3; 10.3%), "moderate-chronic users" (Group 4; 18.3%), and "high-chronic users" (Group 5; 1.5%). There were key features that defined trajectory group membership, in particular the relative proportions of group members with chronic health conditions, other comorbid conditions, refractory epilepsy, and status epilepticus. For instance, "high-chronic users" (Group 5) had higher proportions of individuals with chronic health conditions (34.8%) and refractory epilepsy (19.1%); "moderate-declining users" (Group 3) had higher proportions of individuals with chronic health conditions (35.1%) and status epilepticus (9.8%); and "low-chronic users" (Group 2) had the lowest proportion of individuals with chronic health conditions. CONCLUSION It is important to gain a better understanding of hospital service utilization among individuals living with epilepsy. This research has identified trajectory groups of hospital service utilization profiles of individuals living with epilepsy. Identification of predictors of trajectory group membership allows targeting of strategies to reduce hospital admissions, inform healthcare service delivery, and improve the health and wellbeing of individuals living with epilepsy.
Collapse
Affiliation(s)
- Reidar P Lystad
- Australian Institute of Health Innovation, Macquarie University, Sydney, Australia.
| | - Frances Rapport
- Australian Institute of Health Innovation, Macquarie University, Sydney, Australia
| | - Andrew Bleasel
- University of Sydney, Sydney, Australia; Westmead Hospital, Sydney, Australia
| | - Geoffrey Herkes
- University of Sydney, Sydney, Australia; Royal North Shore Hospital, Sydney, Australia
| | - Armin Nikpour
- University of Sydney, Sydney, Australia; Royal Prince Alfred Hospital, Sydney, Australia
| | - Rebecca Mitchell
- Australian Institute of Health Innovation, Macquarie University, Sydney, Australia
| |
Collapse
|
5
|
Epilepsy Among Elderly Medicare Beneficiaries: A Validated Approach to Identify Prevalent and Incident Epilepsy. Med Care 2019; 57:318-324. [PMID: 30762723 DOI: 10.1097/mlr.0000000000001072] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
BACKGROUND Uncertain validity of epilepsy diagnoses within health insurance claims and other large datasets have hindered efforts to study and monitor care at the population level. OBJECTIVES To develop and validate prediction models using longitudinal Medicare administrative data to identify patients with actual epilepsy among those with the diagnosis. RESEARCH DESIGN, SUBJECTS, MEASURES We used linked electronic health records and Medicare administrative data including claims to predict epilepsy status. A neurologist reviewed electronic health record data to assess epilepsy status in a stratified random sample of Medicare beneficiaries aged 65+ years between January 2012 and December 2014. We then reconstructed the full sample using inverse probability sampling weights. We developed prediction models using longitudinal Medicare data, then in a separate sample evaluated the predictive performance of each model, for example, area under the receiver operating characteristic curve (AUROC), sensitivity, and specificity. RESULTS Of 20,945 patients in the reconstructed sample, 2.1% had confirmed epilepsy. The best-performing prediction model to identify prevalent epilepsy required epilepsy diagnoses with multiple claims at least 60 days apart, and epilepsy-specific drug claims: AUROC=0.93 [95% confidence interval (CI), 0.90-0.96], and with an 80% diagnostic threshold, sensitivity=87.8% (95% CI, 80.4%-93.2%), specificity=98.4% (95% CI, 98.2%-98.5%). A similar model also performed well in predicting incident epilepsy (k=0.79; 95% CI, 0.66-0.92). CONCLUSIONS Prediction models using longitudinal Medicare data perform well in predicting incident and prevalent epilepsy status accurately.
Collapse
|
6
|
Pisu M, Richman J, Szaflarski JP, Funkhouser E, Dai C, Juarez L, Faught E, Martin RC. High health care costs in minority groups of older US Medicare beneficiaries with epilepsy. Epilepsia 2019; 60:1462-1471. [PMID: 31169918 DOI: 10.1111/epi.16051] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2018] [Revised: 05/06/2019] [Accepted: 05/06/2019] [Indexed: 12/15/2022]
Abstract
OBJECTIVE To examine health care costs in diverse older Medicare beneficiaries with epilepsy. METHODS Using 2008-2010 claims data, we conducted a longitudinal cohort study of a random sample of Medicare beneficiaries augmented for minority representation. Epilepsy cases (n = 36 912) had ≥1 International Classification of Diseases, Ninth Edition (ICD-9) 345.x or ≥2 ICD-9 780.3x claims, and ≥1 antiepileptic drug (AED) in 2009; new cases (n = 3706) had no seizure/epilepsy claims nor AEDs in the previous 365 days. Costs were measured by reimbursements for all care received. High cost was defined as follow-up 1-year cost ≥ 75th percentile. Logistic regressions examined association of high cost with race/ethnicity, adjusting for demographic, clinical, economic, and treatment quality factors. In cases with continuous 2-year data, we obtained costs in two 6-month periods before and two after the index event. RESULTS Cohort was ~62% African Americans (AAs), 11% Hispanics, 5% Asians, and 2% American Indian/Alaska Natives. Mean costs in the follow-up were ~$30 000 (median = $11 547; new cases, mean = $44 642; median = $25 008). About 19% white compared to 27% AA cases had high cost. AA had higher odds of high cost in adjusted analyses (odds ratio [OR] = 1.20, 95% confidence interval [CI] = 1.11-1.29), although this was only marginally significant when adjusting for AED adherence (OR = 1.09, 95% CI = 1.01-1.18, P = 0.03). Factors associated with high cost included ≥1 comorbidity, neurological care, and low AED adherence. Costs were highest at ~$17 000 in the 6 months immediately before and after the index event (>$29 000 for new cases). SIGNIFICANCE The financial sequelae of epilepsy among older Americans disproportionally affect minorities. Studies should examine contributors to high costs.
Collapse
Affiliation(s)
- Maria Pisu
- Division of Preventive Medicine, University of Alabama at Birmingham, Birmingham, Alabama
| | - Joshua Richman
- Department of Surgery, University of Alabama at Birmingham, Birmingham, Alabama
| | - Jerzy P Szaflarski
- Department of Neurology, University of Alabama at Birmingham, Birmingham, Alabama
| | - Ellen Funkhouser
- Division of Preventive Medicine, University of Alabama at Birmingham, Birmingham, Alabama
| | - Chen Dai
- Center for Health Service Research, University of Kentucky, Lexington, Kentucky
| | - Lucia Juarez
- Division of Preventive Medicine, University of Alabama at Birmingham, Birmingham, Alabama
| | - Edward Faught
- Department of Neurology, Emory University, Atlanta, Georgia
| | - Roy C Martin
- Department of Neurology, University of Alabama at Birmingham, Birmingham, Alabama
| |
Collapse
|
7
|
Vaughan KA, Lopez Ramos C, Buch VP, Mekary RA, Amundson JR, Shah M, Rattani A, Dewan MC, Park KB. An estimation of global volume of surgically treatable epilepsy based on a systematic review and meta-analysis of epilepsy. J Neurosurg 2019; 130:1127-1141. [PMID: 30215556 DOI: 10.3171/2018.3.jns171722] [Citation(s) in RCA: 41] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2017] [Accepted: 03/12/2018] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Epilepsy is one of the most common neurological disorders, yet its global surgical burden has yet to be characterized. The authors sought to compile the most current epidemiological data to quantify global prevalence and incidence, and estimate global surgically treatable epilepsy. Understanding regional and global epilepsy trends and potential surgical volume is crucial for future policy efforts and resource allocation. METHODS The authors performed a systematic literature review and meta-analysis to determine the global incidence, lifetime prevalence, and active prevalence of epilepsy; to estimate surgically treatable epilepsy volume; and to evaluate regional trends by WHO regions and World Bank income levels. Data were extracted from all population-based studies with prespecified methodological quality across all countries and demographics, performed between 1990 and 2016 and indexed on PubMed, EMBASE, and Cochrane. The current and annual new case volumes for surgically treatable epilepsy were derived from global epilepsy prevalence and incidence. RESULTS This systematic review yielded 167 articles, across all WHO regions and income levels. Meta-analysis showed a raw global prevalence of lifetime epilepsy of 1099 per 100,000 people, whereas active epilepsy prevalence is slightly lower at 690 per 100,000 people. Global incidence was found to be 62 cases per 100,000 person-years. The meta-analysis predicted 4.6 million new cases of epilepsy annually worldwide, a prevalence of 51.7 million active epilepsy cases, and 82.3 million people with any lifetime epilepsy diagnosis. Differences across WHO regions and country incomes were significant. The authors estimate that currently 10.1 million patients with epilepsy may be surgical treatment candidates, and 1.4 million new surgically treatable epilepsy cases arise annually. The highest prevalences are found in Africa and Latin America, although the highest incidences are reported in the Middle East and Latin America. These regions are primarily low- and middle-income countries; as expected, the highest disease burden falls disproportionately on regions with the fewest healthcare resources. CONCLUSIONS Understanding of the global epilepsy burden has evolved as more regions have been studied. This up-to-date worldwide analysis provides the first estimate of surgical epilepsy volume and an updated comprehensive overview of current epidemiological trends. The disproportionate burden of epilepsy on low- and middle-income countries will require targeted diagnostic and treatment efforts to reduce the global disparities in care and cost. Quantifying global epilepsy provides the first step toward restructuring the allocation of healthcare resources as part of global healthcare system strengthening.
Collapse
Affiliation(s)
- Kerry A Vaughan
- 1Department of Neurosurgery, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania
- 5Global Neurosurgery Initiative/Program in Global Surgery and Social Change, Department of Global Health and Social Medicine, Harvard Medical School, Boston, Massachusetts
| | - Christian Lopez Ramos
- 2University of California San Diego School of Medicine, La Jolla, California
- 5Global Neurosurgery Initiative/Program in Global Surgery and Social Change, Department of Global Health and Social Medicine, Harvard Medical School, Boston, Massachusetts
| | - Vivek P Buch
- 1Department of Neurosurgery, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Rania A Mekary
- 3Department of Pharmaceutical Business and Administrative Sciences, School of Pharmacy, MCPHS University, Boston
- 4Cushing Neurosurgical Outcomes Center, Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School
| | - Julia R Amundson
- 5Global Neurosurgery Initiative/Program in Global Surgery and Social Change, Department of Global Health and Social Medicine, Harvard Medical School, Boston, Massachusetts
- 6Miller School of Medicine, University of Miami, Florida
| | - Meghal Shah
- 5Global Neurosurgery Initiative/Program in Global Surgery and Social Change, Department of Global Health and Social Medicine, Harvard Medical School, Boston, Massachusetts
- 7Warren Alpert Medical School, Brown University, Providence, Rhode Island
| | - Abbas Rattani
- 5Global Neurosurgery Initiative/Program in Global Surgery and Social Change, Department of Global Health and Social Medicine, Harvard Medical School, Boston, Massachusetts
- 8Meharry Medical College, School of Medicine, Nashville; and
| | - Michael C Dewan
- 5Global Neurosurgery Initiative/Program in Global Surgery and Social Change, Department of Global Health and Social Medicine, Harvard Medical School, Boston, Massachusetts
- 9Department of Neurosurgery, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Kee B Park
- 5Global Neurosurgery Initiative/Program in Global Surgery and Social Change, Department of Global Health and Social Medicine, Harvard Medical School, Boston, Massachusetts
| |
Collapse
|
8
|
Jia JL, Chen S, Sivarajah V, Stephens D, Cortez MA. Latitudinal differences on the global epidemiology of infantile spasms: systematic review and meta-analysis. Orphanet J Rare Dis 2018; 13:216. [PMID: 30486850 PMCID: PMC6262963 DOI: 10.1186/s13023-018-0952-x] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2018] [Accepted: 11/14/2018] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Infantile spasms represent the catastrophic, age-specific seizure type associated with acute and long-term neurological morbidity. However, due to rarity and heterogenous determination, there is persistent uncertainty of its pathophysiological and epidemiological characteristics. The purpose of the current study was to address a historically suspected latitudinal basis of infantile spasms incidence, and to interrogate a geographical basis of epidemiology, including the roles of latitude and other environmental factors, using meta-analytic and -regression methods. METHODS A systematic search was performed in Ovid MEDLINE and Embase for primary reports on infantile spasms incidence and prevalence epidemiology. RESULTS One thousand fifteen studies were screened to yield 54 eligible publications, from which 39 incidence figures and 18 prevalence figures were extracted. The pooled incidence was 0.249 cases/1000 live births. The pooled prevalence was 0.015 cases/1000 population. Univariate meta-regression determined a continental effect, with Europe demonstrating the highest onset compared from Asia (OR = 0.51, p = 0.004) and from North America (OR = 0.50, p = 0.004). Latitude was also positively correlated with incidence globally (OR = 1.02, p < 0.001). Sub-analyses determined a particularly elevated Scandinavian incidence compared to the rest of world (OR = 1.88, p < 0.001), and lack of latitudinal effect with Scandinavian exclusion (p = 0.10). Metrics of healthcare quality did not predict incidence. Multiple meta-regression determined that latitude was the key predictor of incidence (OR = 1.02, p = 0.001). CONCLUSIONS This is the first systematic epidemiological study of infantile spasms. Limitations included lack of Southern hemispheric representation, insufficient study selection and size to support some sub-continental analyses, and lack of accessible ethnic and healthcare quality data. Meta-analyses determined a novel, true geographical difference in incidence which is consistent with a latitudinal and/or ethnic contribution to epileptogenesis. These findings justify the establishment of a global registry of infantile spasms epidemiology to promote future systematic studies, clarify risk factors, and expand understanding of the pathophysiology.
Collapse
Affiliation(s)
- Jason L. Jia
- Department of Medicine, University of Toronto, 190 Elizabeth Street R. Fraser Elliott Wing, Toronto, M5G 2C4 Canada
| | - Shiyi Chen
- Child Health Evaluative Sciences Research Program, SickKids Research Institute, The Hospital for Sick Children, Toronto, Canada
| | - Vishalini Sivarajah
- Department of Medicine, University of Toronto, 190 Elizabeth Street R. Fraser Elliott Wing, Toronto, M5G 2C4 Canada
| | - Derek Stephens
- Child Health Evaluative Sciences Research Program, SickKids Research Institute, The Hospital for Sick Children, Toronto, Canada
| | - Miguel A. Cortez
- Department of Pediatrics, Division of Neurology, University of Toronto, Toronto, Canada
- Neurosciences & Mental Health Program, Peter Gilgan Centre for Research and Learning, SickKids Research Institute, The Hospital for Sick Children, 555 University Avenue, Toronto, ON M5G 1X8 Canada
| |
Collapse
|
9
|
Lekoubou A, Bishu KG, Ovbiagele B. Nationwide Healthcare utilization among children with epilepsy in the United States: 2003-2014. Epilepsy Res 2018. [PMID: 29522948 DOI: 10.1016/j.eplepsyres.2018.02.012] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
BACKGROUND Epilepsy is particularly frequent among children, yet updated and nationwide healthcare utilization estimates are scanty in the United States. OBJECTIVE To analyze healthcare utilization among children with epilepsy. METHODS Data on children (≤17-year-old) were extracted from the Medical Expenditure Panel Survey (MEPS) 2003-2014. Epilepsy was identified using the clinical classification code 83. Healthcare utilization (Inpatient admission, outpatient visits, prescription medication including refill, emergency room visits, and home health provider visits) was compared between children with epilepsy and those without epilepsy. A negative binomial model was used to assess the relationship between epilepsy and healthcare utilizations accounting for the influence of extraneous factors. RESULTS In all, a weighted 457,873 children (0.84%) had epilepsy in United States. The unadjusted proportion and the mean annual number of health care service utilization were higher in children with epilepsy compared to those without epilepsy. Children with epilepsy had almost 3.3 more outpatient visits (95% CI: 2.281-4.274), 7.9 more medication prescriptions including refills (95% CI: 6.058-9.662), nearly 0.4 more emergency department visits (95% CI: 0.278-0.438) and nearly 12 more home health provider visits (95% CI: 1.988-21.756) than those without epilepsy. The adjusted marginal effect of epilepsy on inpatient admission was not statistically significant. CONCLUSION unadjusted and adjusted healthcare utilization is considerably higher in children with epilepsy compared to those without epilepsy in the United States with heterogeneity across individual services.
Collapse
Affiliation(s)
- Alain Lekoubou
- Department of Neurology, Medical University of South Carolina, Charleston, SC, USA.
| | - Kinfe G Bishu
- Department of Medicine, Medical University of South Carolina, Charleston, SC, USA; Section of Health Systems Research and Policy, Medical University of South Carolina, Charleston, SC, USA
| | - Bruce Ovbiagele
- Department of Neurology, Medical University of South Carolina, Charleston, SC, USA
| |
Collapse
|
10
|
Ostendorf AP, Gedela S. Effect of Epilepsy on Families, Communities, and Society. Semin Pediatr Neurol 2017; 24:340-347. [PMID: 29249514 DOI: 10.1016/j.spen.2017.10.007] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
The effect of epilepsy extends beyond those with the diagnosis and impacts families, communities and society. Caregiver and sibling quality of life is often negatively affected by frequent seizures, comorbid behavioral and sleep disorders and stigma surrounding the diagnosis. Furthermore, the negative effects can be magnified by individual coping styles and resources available to families of those with epilepsy. Beyond the family and immediate caregivers, epilepsy affects local communities by drawing additional resources from education systems. The direct costs of caring for an individual with epilepsy and the indirect costs associated with decreased productivity place financial strain on individuals and health care systems throughout the world. This review details factors affecting family and caregiver quality of life and provides several approaches through which health care providers may address these concerns. Furthermore, we examine the financial effect of epilepsy on society and review emerging strategies to lessen health care use for individuals with epilepsy.
Collapse
Affiliation(s)
- Adam P Ostendorf
- Department of Pediatrics, Nationwide Children's Hospital, The Ohio State University, Columbus, OH.
| | - Satyanarayana Gedela
- Department of Pediatrics, Nationwide Children's Hospital, The Ohio State University, Columbus, OH
| |
Collapse
|
11
|
Moura LMVR, Price M, Cole AJ, Hoch DB, Hsu J. Accuracy of claims-based algorithms for epilepsy research: Revealing the unseen performance of claims-based studies. Epilepsia 2017; 58:683-691. [PMID: 28199007 PMCID: PMC6592609 DOI: 10.1111/epi.13691] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/29/2016] [Indexed: 11/29/2022]
Abstract
OBJECTIVE To evaluate published algorithms for the identification of epilepsy cases in medical claims data using a unique linked dataset with both clinical and claims data. METHODS Using data from a large, regional health delivery system, we identified all patients contributing biologic samples to the health system's Biobank (n = 36K). We identified all subjects with at least one diagnosis potentially consistent with epilepsy, for example, epilepsy, convulsions, syncope, or collapse, between 2014 and 2015, or who were seen at the epilepsy clinic (n = 1,217), plus a random sample of subjects with neither claims nor clinic visits (n = 435); we then performed a medical chart review in a random subsample of 1,377 to assess the epilepsy diagnosis status. Using the chart review as the reference standard, we evaluated the test characteristics of six published algorithms. RESULTS The best-performing algorithm used diagnostic and prescription drug data (sensitivity = 70%, 95% confidence interval [CI] 66-73%; specificity = 77%, 95% CI 73-81%; and area under the curve [AUC] = 0.73, 95%CI 0.71-0.76) when applied to patients age 18 years or older. Restricting the sample to adults aged 18-64 years resulted in a mild improvement in accuracy (AUC = 0.75,95%CI 0.73-0.78). Adding information about current antiepileptic drug use to the algorithm increased test performance (AUC = 0.78, 95%CI 0.76-0.80). Other algorithms varied in their included data types and performed worse. SIGNIFICANCE Current approaches for identifying patients with epilepsy in insurance claims have important limitations when applied to the general population. Approaches incorporating a range of information, for example, diagnoses, treatments, and site of care/specialty of physician, improve the performance of identification and could be useful in epilepsy studies using large datasets.
Collapse
Affiliation(s)
- Lidia M V R Moura
- Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts, U.S.A
- Department of Neurology, Harvard Medical School, Boston, Massachusetts, U.S.A
| | - Maggie Price
- Mongan Institute, Massachusetts General Hospital, Boston, Massachusetts, U.S.A
| | - Andrew J Cole
- Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts, U.S.A
- Department of Neurology, Harvard Medical School, Boston, Massachusetts, U.S.A
| | - Daniel B Hoch
- Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts, U.S.A
- Department of Neurology, Harvard Medical School, Boston, Massachusetts, U.S.A
| | - John Hsu
- Mongan Institute, Massachusetts General Hospital, Boston, Massachusetts, U.S.A
- Departments of Health Care Policy and of Medicine, Harvard Medical School, Boston, Massachusetts, U.S.A
| |
Collapse
|
12
|
Moura LMVR, Westover MB, Kwasnik D, Cole AJ, Hsu J. Causal inference as an emerging statistical approach in neurology: an example for epilepsy in the elderly. Clin Epidemiol 2016; 9:9-18. [PMID: 28115873 PMCID: PMC5221551 DOI: 10.2147/clep.s121023] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
The elderly population faces an increasing number of cases of chronic neurological conditions, such as epilepsy and Alzheimer's disease. Because the elderly with epilepsy are commonly excluded from randomized controlled clinical trials, there are few rigorous studies to guide clinical practice. When the elderly are eligible for trials, they either rarely participate or frequently have poor adherence to therapy, thus limiting both generalizability and validity. In contrast, large observational data sets are increasingly available, but are susceptible to bias when using common analytic approaches. Recent developments in causal inference-analytic approaches also introduce the possibility of emulating randomized controlled trials to yield valid estimates. We provide a practical example of the application of the principles of causal inference to a large observational data set of patients with epilepsy. This review also provides a framework for comparative-effectiveness research in chronic neurological conditions.
Collapse
Affiliation(s)
- Lidia MVR Moura
- Massachusetts General Hospital, Department of Neurology, Epilepsy Service, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - M Brandon Westover
- Massachusetts General Hospital, Department of Neurology, Epilepsy Service, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - David Kwasnik
- Massachusetts General Hospital, Department of Neurology, Epilepsy Service, Boston, MA, USA
| | - Andrew J Cole
- Massachusetts General Hospital, Department of Neurology, Epilepsy Service, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - John Hsu
- Massachusetts General Hospital, Mongan Institute, Boston, MA, USA
- Harvard Medical School, Department of Medicine, Boston, MA, USA
- Harvard Medical School, Department of Health Care Policy, Boston, MA, USA
| |
Collapse
|
13
|
Puka K, Smith ML, Moineddin R, Snead OC, Widjaja E. Health resource utilization varies by comorbidities in children with epilepsy. Epilepsy Behav 2016; 57:151-154. [PMID: 26953845 DOI: 10.1016/j.yebeh.2016.02.011] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/27/2015] [Revised: 01/12/2016] [Accepted: 02/06/2016] [Indexed: 10/22/2022]
Abstract
OBJECTIVES Comorbidities in adults with epilepsy have been shown to significantly increase health resource utilization (HRU). The current study aimed to determine whether a similar association exists among children with epilepsy in a universal health insurance system. METHODS Health administrative databases in Ontario, Canada were used to evaluate the frequency of neurologist visits, emergency department (ED) visits, and hospitalizations. We evaluated the association between HRU and comorbidities, including depression, anxiety, learning disability, attention deficit hyperactivity disorder (ADHD), and autistic spectrum disorder (ASD), adjusting for age, sex, residence, and socio-economic status. RESULTS The frequency of neurology visits was increased by comorbid depression, ASD, and learning disability (adjusted relative risk [aRR]=1.29-2.07; p<.01). The frequency of ED visits was increased by all comorbidities (aRR=1.26-2.83; p<.0001). The frequency of hospitalizations was increased by comorbid depression, anxiety, ASD, and learning disability (aRR=1.77-7.20; p<.0001). Learning disability had the largest impact on HRU. For each additional comorbidity, the frequency of neurology visits, ED visits, and hospitalizations increased by 1.64 to 3.16 times (p<.0001). CONCLUSIONS Among children with epilepsy, mental health and developmental comorbidities were associated with increased HRU, and different comorbidities influenced different types of HRU. In addition, we highlight the importance of identifying and managing these comorbidities, as they increased the risks of costly HRU such as ED visits and hospitalizations.
Collapse
Affiliation(s)
- Klajdi Puka
- Department of Psychology, Hospital for Sick Children, Toronto, ON, Canada
| | - Mary Lou Smith
- Department of Psychology, Hospital for Sick Children, Toronto, ON, Canada; Department of Psychology, University of Toronto, Toronto, ON, Canada
| | - Rahim Moineddin
- Department of Family and Community Medicine, University of Toronto, Toronto, ON, Canada
| | - O Carter Snead
- Division of Neurology, Hospital for Sick Children, Toronto, ON, Canada
| | - Elysa Widjaja
- Division of Neurology, Hospital for Sick Children, Toronto, ON, Canada; Diagnostic Imaging, Hospital for Sick Children, Toronto, ON, Canada.
| |
Collapse
|
14
|
Walker AM, Zhou X, Ananthakrishnan AN, Weiss LS, Shen R, Sobel RE, Bate A, Reynolds RF. Computer-assisted expert case definition in electronic health records. Int J Med Inform 2016; 86:62-70. [DOI: 10.1016/j.ijmedinf.2015.10.005] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2015] [Revised: 10/13/2015] [Accepted: 10/15/2015] [Indexed: 12/21/2022]
|
15
|
Puka K, Smith ML, Moineddin R, Snead OC, Widjaja E. The influence of socioeconomic status on health resource utilization in pediatric epilepsy in a universal health insurance system. Epilepsia 2016; 57:455-63. [DOI: 10.1111/epi.13290] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/23/2015] [Indexed: 11/30/2022]
Affiliation(s)
- Klajdi Puka
- Department of Psychology; Hospital for Sick Children; Toronto Ontario Canada
| | - Mary Lou Smith
- Department of Psychology; Hospital for Sick Children; Toronto Ontario Canada
- Department of Psychology; University of Toronto; Toronto Ontario Canada
| | - Rahim Moineddin
- Department of Family and Community Medicine; University of Toronto; Toronto Ontario Canada
| | - O. Carter Snead
- Division of Neurology; Hospital for Sick Children; Toronto Ontario Canada
| | - Elysa Widjaja
- Division of Neurology; Hospital for Sick Children; Toronto Ontario Canada
- Diagnostic Imaging; Hospital for Sick Children; Toronto Ontario Canada
| |
Collapse
|
16
|
Shcherbakova N, Rascati K, Brown C, Lawson K, Novak S, Richards KM, Yoder L. Factors associated with seizure recurrence in epilepsy patients treated with antiepileptic monotherapy: A retrospective observational cohort study using US administrative insurance claims. CNS Drugs 2014; 28:1047-58. [PMID: 25086640 DOI: 10.1007/s40263-014-0191-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
BACKGROUND Few studies examine predictors of seizures in medically treated patients with epilepsy receiving antiepileptic monotherapy using a large patient population. OBJECTIVE Our objective was to identify clinical, medication, and demographic factors associated with seizure recurrence in medically treated patients with epilepsy receiving one of four antiepileptic monotherapy regimens: lamotrigine, levetiracetam, oxcarbazepine, or topiramate. STUDY DESIGN A retrospective cohort study was conducted using Innovus Invision™ Data Mart paid medical and prescription US commercial insurance claims data from January 2007 to September 2010. METHODS Patients aged 18-64 years with a primary or secondary diagnosis of epilepsy and one or more prescription claim for an antiepileptic drug (AED) pre-index were included. The primary outcome was incidence of a seizure or seizure-related event, defined as an emergency room visit, ambulance service use, or inpatient hospitalization medical claim with a primary or secondary diagnosis of epilepsy during the 1-year follow-up. The factors included AED adherence, somatic comorbidity (measured via Charlson Comorbidity Index), mental health comorbidity, pre-index seizure, type of epilepsy diagnosis, presence of AED-interacting medications and any bioequivalent AED switch. The covariates included age, gender, and geographic region of residence. RESULTS A total of 5.3 % (166/3,140) of patients on AED monotherapy had experienced a seizure or a seizure-related event requiring urgent care at 1-year follow-up. The multivariate analysis of the combined cohort showed that pre-index seizures/seizure-related events (odds ratio [OR] 4.23; 95 % confidence interval [CI] 2.77-6.46), any mental health comorbidity (OR 3.50; 95 % CI 2.14-5.70), and Charlson Comorbidity Index ≥1 (OR 2.91; 95 % CI 1.98-4.28) were significantly associated with post-index seizures/seizure-related events. Patients residing in Northeastern USA had a higher likelihood of a post-index seizure (OR 1.90; 95 % CI 1.17-3.08) than patients residing in the Southern region of the USA. Bioequivalent AED switch, type of epilepsy diagnosis, AED adherence, and presence of AED-interacting medications were not associated with seizure recurrence in the combined cohort analysis (p > 0.05). CONCLUSIONS Epilepsy patients with comorbid conditions (both mental and somatic diseases) and prior seizures were more likely to experience seizures at 1-year follow-up. Non-adherent patients and patients with bioequivalent AED switches appeared to show no increased likelihood of seizure at follow-up. Clinicians may consider these findings before starting or transitioning to an AED monotherapy.
Collapse
Affiliation(s)
- Natalia Shcherbakova
- Department of Pharmaceutical and Administrative Sciences, College of Pharmacy, Western New England University, 1215 Wilbraham Road, Springfield, MA, 01119, USA,
| | | | | | | | | | | | | |
Collapse
|
17
|
Healthcare utilization and costs in adults with stable and uncontrolled epilepsy. Epilepsy Behav 2014; 31:356-62. [PMID: 24239435 DOI: 10.1016/j.yebeh.2013.09.046] [Citation(s) in RCA: 82] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2013] [Revised: 09/28/2013] [Accepted: 09/29/2013] [Indexed: 11/22/2022]
Abstract
Despite the availability of numerous antiepileptic drugs (AEDs), some epilepsies remain resistant to treatment. We compared utilization and costs in patients with uncontrolled epilepsy to those with stable epilepsy. Claims data (2007-2009) were used to identify adults with epilepsy requiring additional AED therapy (having uncontrolled epilepsy) and those not requiring additional AED therapy (having stable epilepsy). The date in 2008 on which an additional AED was started was the index date for patients with uncontrolled epilepsy, and a randomly selected date was used for patients with stable epilepsy, whose AED use was unchanged in the preceding year. In the postindex year, all pharmacy and medical claims were used to estimate overall utilization and costs; claims with epilepsy in any diagnosis field were used to estimate epilepsy-related outcomes. Outcomes were adjusted using multivariate analyses. We identified 1536 patients with uncontrolled epilepsy and 8571 patients with stable epilepsy (mean age: 42.8years; female: 48%). Patients with uncontrolled epilepsy had higher comorbidity rates (p<.02). A greater proportion of patients with uncontrolled epilepsy had ≥1 hospitalization or emergency department visit (p<.001). Patients with uncontrolled epilepsy had a greater mean length of hospital stay and more physician office visits (p<.034). After adjustment, the odds of hospitalization (OR: 1.8, any diagnosis; 2.2, epilepsy-related) and emergency department visit (OR: 1.6, any diagnosis; 1.9, epilepsy-related) were greater for patients with uncontrolled epilepsy. Annual overall ($23,238 vs. $13,839) and epilepsy-related ($12,399 vs. $5511) costs were higher in patients with uncontrolled epilepsy and remained higher after adjustment (p<.001). Patients with uncontrolled epilepsy use more services and incur higher costs compared with those with stable epilepsy. Epilepsy-related costs accounted for <50% of the total costs, suggesting that comorbid conditions and/or underidentification of utilization may substantially contribute to costs.
Collapse
|
18
|
Bakaki PM, Koroukian SM, Jackson LW, Albert JM, Kaiboriboon K. Defining incident cases of epilepsy in administrative data. Epilepsy Res 2013; 106:273-9. [PMID: 23791310 PMCID: PMC3759552 DOI: 10.1016/j.eplepsyres.2013.05.005] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2012] [Revised: 04/07/2013] [Accepted: 05/13/2013] [Indexed: 11/17/2022]
Abstract
PURPOSE To determine the minimum enrollment duration for identifying incident cases of epilepsy in administrative data. METHODS We performed a retrospective dynamic cohort study using Ohio Medicaid data from 1992 to 2006 to identify a total of 5037 incident epilepsy cases who had at least 1 year of follow-up prior to epilepsy diagnosis (epilepsy-free interval). The incidence for epilepsy-free intervals from 1 to 8 years, overall and stratified by pre-existing disability status, was examined. The graphical approach between the slopes of incidence estimates and the epilepsy-free intervals was used to identify the minimum epilepsy-free interval that minimized misclassification of prevalent as incident epilepsy cases. RESULTS As the length of epilepsy-free interval increased, the incidence rates decreased. A graphical plot showed that the decline in incidence of epilepsy became nearly flat beyond the third epilepsy-free interval. CONCLUSION The minimum of 3-year epilepsy-free interval is needed to differentiate incident from prevalent cases in administrative data. Shorter or longer epilepsy-free intervals could result in over- or under-estimation of epilepsy incidence.
Collapse
Affiliation(s)
- Paul M. Bakaki
- Department of Epidemiology & Biostatistics, Case Western Reserve University
| | - Siran M. Koroukian
- Department of Epidemiology & Biostatistics, Case Western Reserve University
| | - Leila W. Jackson
- Department of Epidemiology & Biostatistics, Case Western Reserve University
| | - Jeffrey M. Albert
- Department of Epidemiology & Biostatistics, Case Western Reserve University
| | - Kitti Kaiboriboon
- Epilepsy Center, Department of Neurology, University Hospitals Case Medical Center Cleveland, Ohio
| |
Collapse
|
19
|
Lennert B, Farrelly E, Sacco P, Pira G, Frost M. Resource utilization in children with tuberous sclerosis complex and associated seizures: a retrospective chart review study. J Child Neurol 2013; 28:461-9. [PMID: 22772159 DOI: 10.1177/0883073812448437] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
Seizures are a hallmark manifestation of tuberous sclerosis complex, yet data characterizing resource utilization are lacking. This retrospective chart review was performed to assess the economic burden of tuberous sclerosis complex with neurologic manifestations. Demographic and resource utilization data were collected for 95 patients for up to 5 years after tuberous sclerosis complex diagnosis. Mean age at diagnosis was 3.1 years, with complex partial and infantile spasms as the most common seizure types. In the first 5 years post-diagnosis, 83.2% required hospitalization, 30.5% underwent surgery, and the majority of patients (90.5%) underwent ≥3 testing procedures. In 79 patients with a full 5 years of data, hospitalizations, intensive care unit stays, diagnostic testing, and rehabilitation services decreased over the 5-year period. Resource utilization is cost-intensive in children with tuberous sclerosis complex and associated seizures during the first few years following diagnosis. Improving seizure control and reducing health care costs in this population remain unmet needs.
Collapse
|
20
|
Chen SY, Wu N, Boulanger L, Sacco P. Antiepileptic drug treatment patterns and economic burden of commercially-insured patients with refractory epilepsy with partial onset seizures in the United States. J Med Econ 2013; 16:240-8. [PMID: 23171361 DOI: 10.3111/13696998.2012.751918] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
OBJECTIVE To assess the economic burden in direct healthcare utilization and costs for refractory epileptic patients with partial onset seizures (POS) and assess the antiepileptic drug (AED) treatment patterns among these patients. METHODS This retrospective database study analyzed administrative claims of commercially-insured patients with POS from 2004-2008. Healthcare costs and utilization were compared between refractory (defined as ≥3 AEDs) and non-refractory patients by calendar year and AED treatment patterns were described for refractory patients. RESULTS Of the 79,149 patients identified (mean age 33 years; 54.8% female), 8714 (11%) were classified as refractory. In 2008, average annual healthcare costs for refractory patients were significantly higher than non-refractory patients ($33,613 vs $19,085), also by settings for inpatient ($11,780 vs $6076), outpatient ($13,431 vs $8637), and pharmacy costs ($8402 vs $4372) (all p < 0.001). Among refractory patients, close to one-third of total costs were for POS-related services. Similar trends were observed when assessing POS-related utilization and costs. The differences were consistent across all calendar years examined. Among refractory patients, 80.5% were on monotherapy at the beginning of the follow-up period. Levetiracetam is the common AED in mono/combination therapy as well as add-on/switch-to. LIMITATIONS The onset of seizure cannot be identified, and the indication of each AED could not be confirmed from the pharmacy claims. Only direct medical costs were assessed. CONCLUSIONS Pattern of use was very dynamic, suggesting seizures are not well-controlled. Improving seizure control and reducing economic burden of refractory epilepsy remain important unmet medical needs in this population.
Collapse
Affiliation(s)
- Shih-Yin Chen
- United BioSource Corporation, Lexington, MA 02420, USA.
| | | | | | | |
Collapse
|
21
|
Noble AJ, Goldstein LH, Seed P, Glucksman E, Ridsdale L. Characteristics of people with epilepsy who attend emergency departments: Prospective study of metropolitan hospital attendees. Epilepsia 2012; 53:1820-8. [DOI: 10.1111/j.1528-1167.2012.03586.x] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
|
22
|
Factors influencing the costs of epilepsy in adults with an intellectual disability. Seizure 2012; 21:205-10. [DOI: 10.1016/j.seizure.2011.12.012] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2011] [Revised: 10/31/2011] [Accepted: 12/22/2011] [Indexed: 11/19/2022] Open
|
23
|
Lee SY, Jung KY, Lee IK, Yi SD, Cho YW, Kim DW, Hwang SS, Kim S. Prevalence of treated epilepsy in Korea based on national health insurance data. J Korean Med Sci 2012; 27:285-90. [PMID: 22379340 PMCID: PMC3286776 DOI: 10.3346/jkms.2012.27.3.285] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2011] [Accepted: 12/21/2011] [Indexed: 12/03/2022] Open
Abstract
The Korean national health security system covers the entire population and all medical facilities. We aimed to estimate epilepsy prevalence, anticonvulsant utilization pattern and the cost. We identified prevalent epilepsy patients by the prescription of anticonvulsants under the diagnostic codes suggesting seizure or epilepsy from 2007 Korean National Health Insurance databases. The information of demography, residential area, the kind of medical security service reflecting economic status, anticonvulsants, and the costs was extracted. The overall prevalence of treated epilepsy patients was 2.41/1,000, and higher for men than women. The age-specific prevalence was the lowest in those in their thirties and forties. Epilepsy was more prevalent among lower-income individuals receiving medical aid. The regional prevalence was the highest in Jeju Island and lowest in Ulsan city. New anticonvulsants were more frequently used than old anticonvulsants in the younger age group. The total annual cost of epilepsy or seizure reached 0.46% of total medical expenditure and 0.27% of total expenditure on health. This is the first nationwide epidemiological report issued on epilepsy in Korea. Epilepsy prevalence in Korea is comparable to those in developed countries. Economic status and geography affect the prevalence of epilepsy.
Collapse
Affiliation(s)
- Seo-Young Lee
- Department of Neurology, Kangwon National University, Chuncheon, Korea
| | - Ki-Young Jung
- Department of Neurology, Korea University Medical Center, Korea University College of Medicine, Seoul, Korea
| | | | - Sang Do Yi
- Department of Neurology, Keimyung University Dongsan Medical Center, Daegu, Korea
| | - Yong Won Cho
- Department of Neurology, Keimyung University Dongsan Medical Center, Daegu, Korea
| | - Dong Wook Kim
- Department of Neurology, Konkuk University Medical Center, Seoul, Korea
| | - Seung-Sik Hwang
- Department of Social and Preventive Medicine, Inha University School of Medicine, Incheon, Korea
| | - Sejin Kim
- Department of Research and Statistics, Health Insurance Review & Assessment Service, Seoul, Korea
| | | |
Collapse
|
24
|
Reid AY, Metcalfe A, Patten SB, Wiebe S, Macrodimitris S, Jetté N. Epilepsy is associated with unmet health care needs compared to the general population despite higher health resource utilization--a Canadian population-based study. Epilepsia 2012; 53:291-300. [PMID: 22221191 DOI: 10.1111/j.1528-1167.2011.03353.x] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
PURPOSE (1) To determine whether health resource utilization (HRU) and unmet health care needs differ for individuals with epilepsy compared to the general population or to those with another chronic condition (asthma, diabetes, migraine); and (2) to assess the association among epilepsy status, sociodemographic variables and HRU. METHODS Data on HRU were assessed using the 2001-2005 Canadian Community Health Surveys, a nationally representative population-based survey. Weighted estimates of association were produced as adjusted odds ratio with 95% confidence intervals, and logistic regression was used to explore the association between sociodemographic variables and HRU in those with epilepsy. All data on disease status, HRU, and unmet health care needs were self-reported. KEY FINDINGS Individuals with epilepsy had the highest rate of hospitalizations and the highest mean number of consultations with physicians. Despite higher rates of consultation with psychologists and social workers compared to the general population, those with epilepsy were significantly more likely to say they had unmet mental health care needs. People with epilepsy were also less likely to use dental services compared to the general population. Epilepsy was a significant predictor of HRU in logistic regression models. SIGNIFICANCE Given the prevalence of psychiatric comorbidities in those with epilepsy, it is concerning that this group perceives unmet mental health care needs. It is also troublesome that there was decreased utilization of dental health care resources in those with epilepsy considering that these patients are more likely to have poor oral health. Although individuals with epilepsy use more health care services than the general population, this increase appears to be insufficient to address their health care needs.
Collapse
Affiliation(s)
- Aylin Y Reid
- Division of Neurology, Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada
| | | | | | | | | | | |
Collapse
|
25
|
Taylor RS, Sander JW, Taylor RJ, Baker GA. Predictors of health-related quality of life and costs in adults with epilepsy: a systematic review. Epilepsia 2011; 52:2168-80. [PMID: 21883177 DOI: 10.1111/j.1528-1167.2011.03213.x] [Citation(s) in RCA: 258] [Impact Index Per Article: 19.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
PURPOSE Given the high burden of epilepsy on both health-related quality of life (HRQoL) and costs, identification of factors that are predictive of either reduced HRQoL or increased expenditure is central to the better future targeting and optimization of existing and emerging interventions and management strategies for epilepsy. METHODS Searches of Medline, Embase, and Cochrane Library (up to July 2010) to identify studies examining the association between demographic, psychosocial, and condition-related factors and HRQoL, resource utilization or costs in adults with epilepsy. For each study, predictor factor associations were summarized on the basis of statistical significance and direction; the results were then combined across studies. KEY FINDINGS Ninety-three HRQoL and 16 resource utilization/cost studies were included. Increases in seizure frequency, seizure severity, level of depression, and level of anxiety and presence of comorbidity were strongly associated with reduced HRQoL. The majority of studies were cross-sectional in design and had an overall methodologic quality that was judged to be "moderate" for HRQoL studies and "poor" for health care resource or costs studies. In the 53 multivariate studies, age, gender, marital status, type of seizure, age at diagnosis, and duration of epilepsy did not appear to be associated with HRQoL, whereas the predictive influence of educational and employment status, number of antiepileptic drugs (AEDs) and AED side effects was unclear. The association between predictive factors and HRQoL appeared to be consistent across individuals whether refractory or seizures controlled or managed by AEDs. There were insufficient multivariate studies (five) to reliably comment on the predictors of resource utilization or cost in epilepsy. SIGNIFICANCE In addition to seizure control, effective epilepsy management requires the early detection of those most at risk of psychological dysfunction and comorbidity, and the targeting of appropriate interventions. There is need for more rigorous studies with appropriate multivariate statistical methods that prospectively investigate the predictors of HRQoL, resource utilization, and costs in epilepsy.
Collapse
Affiliation(s)
- Rod S Taylor
- Peninsula College of Medicine & Dentistry, University of Exeter, Exeter, United Kingdom.
| | | | | | | |
Collapse
|
26
|
Ouellette E, Chong J, Drake K, Labiner DM. Emergency department care of seizure patients: demographic trends in southern Arizona. Epilepsy Behav 2011; 21:382-6. [PMID: 21723787 DOI: 10.1016/j.yebeh.2011.05.027] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/28/2010] [Revised: 05/20/2011] [Accepted: 05/24/2011] [Indexed: 11/30/2022]
Abstract
The aim of this study was to describe the epidemiology of epilepsy and characteristics of patients with seizures who presented at the Yuma Regional Medical Center Emergency Department (YRMC ED) from 2005 to 2008. A seizure diagnosis was present in 2.7% of the patients, and accounted for 1.7% of all ED visits. Visits by patients identified as having epilepsy accounted for 0.3% of all ED visits. Patients with seizures were 2.8 times more likely to have used the ED for 2 or more years of the study period compared with control patients. Patients with at least one ED visit because of seizures were more likely to have multiyear visits, 43.6% visiting the ED within 2 or more years. Patients with epilepsy and seizures were significantly younger than the no-seizure control group. Patients who had ever been admitted to the ED for seizures or epilepsy had higher ED utilization even if the subsequent admissions were not seizure related.
Collapse
Affiliation(s)
- Ellen Ouellette
- Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, AZ, USA.
| | | | | | | |
Collapse
|