Skip to main content
Advertisement
  • Neurology.org
  • Journals
    • Neurology
    • Clinical Practice
    • Education
    • Genetics
    • Neuroimmunology & Neuroinflammation
  • Online Sections
    • Neurology Video Journal Club
    • Diversity, Equity, & Inclusion (DEI)
    • Neurology: Clinical Practice Accelerator
    • Practice Buzz
    • Practice Current
    • Residents & Fellows
    • Without Borders
  • Collections
    • COVID-19
    • Disputes & Debates
    • Health Disparities
    • Infographics
    • Neurology Future Forecasting Series
    • Null Hypothesis
    • Patient Pages
    • Topics A-Z
    • Translations
  • Podcast
  • CME
  • About
    • About the Journals
    • Contact Us
    • Editorial Board
  • Authors
    • Submit New Manuscript
    • Submit Revised Manuscript
    • Author Center

Advanced Search

Main menu

  • Neurology.org
  • Journals
    • Neurology
    • Clinical Practice
    • Education
    • Genetics
    • Neuroimmunology & Neuroinflammation
  • Online Sections
    • Neurology Video Journal Club
    • Diversity, Equity, & Inclusion (DEI)
    • Neurology: Clinical Practice Accelerator
    • Practice Buzz
    • Practice Current
    • Residents & Fellows
    • Without Borders
  • Collections
    • COVID-19
    • Disputes & Debates
    • Health Disparities
    • Infographics
    • Neurology Future Forecasting Series
    • Null Hypothesis
    • Patient Pages
    • Topics A-Z
    • Translations
  • Podcast
  • CME
  • About
    • About the Journals
    • Contact Us
    • Editorial Board
  • Authors
    • Submit New Manuscript
    • Submit Revised Manuscript
    • Author Center
  • Home
  • Latest Articles
  • Current Issue
  • Past Issues
  • Neurology Video Journal Club
  • Residents & Fellows

User menu

  • Subscribe
  • My Alerts
  • Log in

Search

  • Advanced search
Neurology
Home
The most widely read and highly cited peer-reviewed neurology journal
  • Subscribe
  • My Alerts
  • Log in
Site Logo
  • Home
  • Latest Articles
  • Current Issue
  • Past Issues
  • Neurology Video Journal Club
  • Residents & Fellows

Share

December 14, 2021; 97 (24) Research Article

Burden of Chronic and Acute Conditions and Symptoms in People With Epilepsy

Wyatt P. Bensken, Guadalupe Fernandez-Baca Vaca, Barbara C. Jobst, Scott M. Williams, Kurt C. Stange, Martha Sajatovic, Siran M. Koroukian
First published October 27, 2021, DOI: https://doi.org/10.1212/WNL.0000000000012975
Wyatt P. Bensken
From the Department of Population and Quantitative Health Sciences, School of Medicine (W.P.B., S.M.W., K.C.S., S.M.K.), Departments of Neurology (G.F.-B.V., M.S.) and Psychiatry (M.S.), University Hospitals Cleveland Medical Center and School of Medicine, and Center for Community Health Integration, Departments of Family Medicine and Community Health and Sociology, Case Comprehensive Cancer Center (K.C.S.), Case Western Reserve University, Cleveland, OH; and Department of Neurology and Geisel School of Medicine (B.C.J.), Dartmouth-Hitchcock Medical Center, Lebanon, NH.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Guadalupe Fernandez-Baca Vaca
From the Department of Population and Quantitative Health Sciences, School of Medicine (W.P.B., S.M.W., K.C.S., S.M.K.), Departments of Neurology (G.F.-B.V., M.S.) and Psychiatry (M.S.), University Hospitals Cleveland Medical Center and School of Medicine, and Center for Community Health Integration, Departments of Family Medicine and Community Health and Sociology, Case Comprehensive Cancer Center (K.C.S.), Case Western Reserve University, Cleveland, OH; and Department of Neurology and Geisel School of Medicine (B.C.J.), Dartmouth-Hitchcock Medical Center, Lebanon, NH.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Barbara C. Jobst
From the Department of Population and Quantitative Health Sciences, School of Medicine (W.P.B., S.M.W., K.C.S., S.M.K.), Departments of Neurology (G.F.-B.V., M.S.) and Psychiatry (M.S.), University Hospitals Cleveland Medical Center and School of Medicine, and Center for Community Health Integration, Departments of Family Medicine and Community Health and Sociology, Case Comprehensive Cancer Center (K.C.S.), Case Western Reserve University, Cleveland, OH; and Department of Neurology and Geisel School of Medicine (B.C.J.), Dartmouth-Hitchcock Medical Center, Lebanon, NH.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Scott M. Williams
From the Department of Population and Quantitative Health Sciences, School of Medicine (W.P.B., S.M.W., K.C.S., S.M.K.), Departments of Neurology (G.F.-B.V., M.S.) and Psychiatry (M.S.), University Hospitals Cleveland Medical Center and School of Medicine, and Center for Community Health Integration, Departments of Family Medicine and Community Health and Sociology, Case Comprehensive Cancer Center (K.C.S.), Case Western Reserve University, Cleveland, OH; and Department of Neurology and Geisel School of Medicine (B.C.J.), Dartmouth-Hitchcock Medical Center, Lebanon, NH.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Kurt C. Stange
From the Department of Population and Quantitative Health Sciences, School of Medicine (W.P.B., S.M.W., K.C.S., S.M.K.), Departments of Neurology (G.F.-B.V., M.S.) and Psychiatry (M.S.), University Hospitals Cleveland Medical Center and School of Medicine, and Center for Community Health Integration, Departments of Family Medicine and Community Health and Sociology, Case Comprehensive Cancer Center (K.C.S.), Case Western Reserve University, Cleveland, OH; and Department of Neurology and Geisel School of Medicine (B.C.J.), Dartmouth-Hitchcock Medical Center, Lebanon, NH.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Martha Sajatovic
From the Department of Population and Quantitative Health Sciences, School of Medicine (W.P.B., S.M.W., K.C.S., S.M.K.), Departments of Neurology (G.F.-B.V., M.S.) and Psychiatry (M.S.), University Hospitals Cleveland Medical Center and School of Medicine, and Center for Community Health Integration, Departments of Family Medicine and Community Health and Sociology, Case Comprehensive Cancer Center (K.C.S.), Case Western Reserve University, Cleveland, OH; and Department of Neurology and Geisel School of Medicine (B.C.J.), Dartmouth-Hitchcock Medical Center, Lebanon, NH.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Siran M. Koroukian
From the Department of Population and Quantitative Health Sciences, School of Medicine (W.P.B., S.M.W., K.C.S., S.M.K.), Departments of Neurology (G.F.-B.V., M.S.) and Psychiatry (M.S.), University Hospitals Cleveland Medical Center and School of Medicine, and Center for Community Health Integration, Departments of Family Medicine and Community Health and Sociology, Case Comprehensive Cancer Center (K.C.S.), Case Western Reserve University, Cleveland, OH; and Department of Neurology and Geisel School of Medicine (B.C.J.), Dartmouth-Hitchcock Medical Center, Lebanon, NH.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Full PDF
Short Form
Citation
Burden of Chronic and Acute Conditions and Symptoms in People With Epilepsy
Wyatt P. Bensken, Guadalupe Fernandez-Baca Vaca, Barbara C. Jobst, Scott M. Williams, Kurt C. Stange, Martha Sajatovic, Siran M. Koroukian
Neurology Dec 2021, 97 (24) e2368-e2380; DOI: 10.1212/WNL.0000000000012975

Citation Manager Formats

  • BibTeX
  • Bookends
  • EasyBib
  • EndNote (tagged)
  • EndNote 8 (xml)
  • Medlars
  • Mendeley
  • Papers
  • RefWorks Tagged
  • Ref Manager
  • RIS
  • Zotero
Permissions

Make Comment

See Comments

Downloads
134

Share

  • Article
  • Figures & Data
  • Info & Disclosures
Loading

This article requires a subscription to view the full text. If you have a subscription you may use the login form below to view the article. Access to this article can also be purchased.

Abstract

Background and Objectives People with epilepsy, one-third of whom in the United States are on Medicaid, experience a wide range of chronic and physical comorbidities that influence their care and outcomes. In this study, we examine the burden and racial/ethnic disparities of chronic and acute conditions, injuries, and symptoms in a large and diverse group of people with epilepsy on Medicaid.

Methods Using 5 years of Medicaid claims data, we identified adults with epilepsy and used all available claims and diagnoses to identify each person's Clinical Classification Codes groups diagnosed during the study period. Using association rule mining, we identified the top combinations of conditions and stratified these by race/ethnicity to identify potential prevalence disparities. We examined the top combinations of conditions in high utilizers; that is, individuals in the top quartile of hospitalizations and emergency department visits.

Results Among 81,963 patients, the most common conditions were anxiety and mood disorders (46.5%), hypertension (36.9%), back problems (35.2%), developmental disorders (31.6%), and headache (29.5%). When examining combinations of conditions, anxiety and mood disorders continued to have an outsized prevalence, appearing in nearly every combination. There were notable disparities in disease burden, with American Indians and Alaskan Natives having a substantially higher prevalence of developmental disorders, while Black individuals had a higher prevalence of hypertension. These disparities persisted to the higher-order combinations that included these conditions. High utilizers had a much higher disease burden, with 75.8% having an anxiety or mood disorder, as well as a higher burden of injuries.

Discussion This study shows a high prevalence of psychiatric and physical conditions and identifies racial and ethnic disparities affecting people with epilepsy. Targeting interventions to consider the comorbidities, race, and ethnicity has potential to improve clinical care and reduce disparities.

Glossary

AHRQ=
Agency for Healthcare Research and Quality;
ARM=
Association Rule Mining;
ASM=
antiseizure medication;
CCS=
Clinical Classification Software;
ICD-9-CM=
International Classification of Diseases, 9th revision, Clinical Modification;
IQR=
interquartile range;
NHE=
negative health event

Footnotes

  • Go to Neurology.org/N for full disclosures. Funding information and disclosures deemed relevant by the authors, if any, are provided at the end of the article.

  • Received June 2, 2021.
  • Accepted in final form September 29, 2021.
  • © 2021 American Academy of Neurology
View Full Text

AAN Members

We have changed the login procedure to improve access between AAN.com and the Neurology journals. If you are experiencing issues, please log out of AAN.com and clear history and cookies. (For instructions by browser, please click the instruction pages below). After clearing, choose preferred Journal and select login for AAN Members. You will be redirected to a login page where you can log in with your AAN ID number and password. When you are returned to the Journal, your name should appear at the top right of the page.

Google Safari Microsoft Edge Firefox

Click here to login

AAN Non-Member Subscribers

Click here to login

Purchase access

For assistance, please contact:
AAN Members (800) 879-1960 or (612) 928-6000 (International)
Non-AAN Member subscribers (800) 638-3030 or (301) 223-2300 option 3, select 1 (international)

Sign Up
Information on how to subscribe to Neurology and Neurology: Clinical Practice can be found here 

Purchase
Individual access to articles is available through the Add to Cart option on the article page.  Access for 1 day (from the computer you are currently using) is US$ 39.00.  Pay-per-view content is for the use of the payee only, and content may not be further distributed by print or electronic means.  The payee may view, download, and/or print the article for his/her personal, scholarly, research, and educational use.  Distributing copies (electronic or otherwise) of the article is not allowed.

Letters: Rapid online correspondence

  • Author Response: Burden of Chronic and Acute Conditions and Symptoms in People With Epilepsy
    • Wyatt P Bensken, Doctoral Candidate, Case Western Reserve University
    Submitted November 21, 2021
  • Reader Response: Burden of Chronic and Acute Conditions and Symptoms in People With Epilepsy
    • Divyani Garg, Neurologist, Neo Hospital
    Submitted November 04, 2021
Comment

REQUIREMENTS

You must ensure that your Disclosures have been updated within the previous six months. Please go to our Submission Site to add or update your Disclosure information.

Your co-authors must send a completed Publishing Agreement Form to Neurology Staff (not necessary for the lead/corresponding author as the form below will suffice) before you upload your comment.

If you are responding to a comment that was written about an article you originally authored:
You (and co-authors) do not need to fill out forms or check disclosures as author forms are still valid
and apply to letter.

Submission specifications:

  • Submissions must be < 200 words with < 5 references. Reference 1 must be the article on which you are commenting.
  • Submissions should not have more than 5 authors. (Exception: original author replies can include all original authors of the article)
  • Submit only on articles published within 6 months of issue date.
  • Do not be redundant. Read any comments already posted on the article prior to submission.
  • Submitted comments are subject to editing and editor review prior to posting.

More guidelines and information on Disputes & Debates

Compose Comment

More information about text formats

Plain text

  • No HTML tags allowed.
  • Web page addresses and e-mail addresses turn into links automatically.
  • Lines and paragraphs break automatically.
Author Information
NOTE: The first author must also be the corresponding author of the comment.
First or given name, e.g. 'Peter'.
Your last, or family, name, e.g. 'MacMoody'.
Your email address, e.g. higgs-boson@gmail.com
Your role and/or occupation, e.g. 'Orthopedic Surgeon'.
Your organization or institution (if applicable), e.g. 'Royal Free Hospital'.
Publishing Agreement
NOTE: All authors, besides the first/corresponding author, must complete a separate Publishing Agreement Form and provide via email to the editorial office before comments can be posted.
CAPTCHA
This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.

Vertical Tabs

You May Also be Interested in

Back to top
  • Article
    • Abstract
    • Glossary
    • Methods
    • Results
    • Discussion
    • Study Funding
    • Disclosure
    • Appendix Authors
    • Footnotes
    • References
  • Figures & Data
  • Info & Disclosures
Advertisement

Changing Trends in Demographics, Risk Factors, and Clinical Features of Patients With Infective Endocarditis–Related Stroke, 2005–2015

Dr. Sharon Poisson and Dr. Tiffany Brown

► Watch

Related Articles

  • No related articles found.

Alert Me

  • Alert me when eletters are published
Neurology: 100 (24)

Articles

  • Ahead of Print
  • Current Issue
  • Past Issues
  • Popular Articles
  • Translations

About

  • About the Journals
  • Ethics Policies
  • Editors & Editorial Board
  • Contact Us
  • Advertise

Submit

  • Author Center
  • Submit a Manuscript
  • Information for Reviewers
  • AAN Guidelines
  • Permissions

Subscribers

  • Subscribe
  • Activate a Subscription
  • Sign up for eAlerts
  • RSS Feed
Site Logo
  • Visit neurology Template on Facebook
  • Follow neurology Template on Twitter
  • Visit Neurology on YouTube
  • Neurology
  • Neurology: Clinical Practice
  • Neurology: Education
  • Neurology: Genetics
  • Neurology: Neuroimmunology & Neuroinflammation
  • AAN.com
  • AANnews
  • Continuum
  • Brain & Life
  • Neurology Today

Wolters Kluwer Logo

Neurology | Print ISSN:0028-3878
Online ISSN:1526-632X

© 2023 American Academy of Neurology

  • Privacy Policy
  • Feedback
  • Advertise