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Kee D, Jetté N, Blank LJ, Kummer BR, Mazumdar M, Agarwal P. Latent class analysis of eHealth behaviors among adults with epilepsy. Epilepsia 2023; 64:479-499. [PMID: 36484565 DOI: 10.1111/epi.17483] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Revised: 11/10/2022] [Accepted: 12/08/2022] [Indexed: 12/13/2022]
Abstract
OBJECTIVE The objective of this study was to determine the proportions of uptake and factors associated with electronic health (eHealth) behaviors among adults with epilepsy. METHODS The 2013, 2015, and 2017 National Health Interview Surveys were analyzed. We assessed the proportions of use of five domains of eHealth in those with epilepsy: looked up health information on the internet, filled a prescription on the internet, scheduled a medical appointment on the internet, communicated with a health care provider via email, and used chat groups to learn about health topics. Multivariate logistic regressions were conducted to identify factors associated with any eHealth behaviors among those with active epilepsy. Latent class analysis was performed to identify underlying patterns of eHealth activity. Survey participants were classified into three discrete classes: (1) frequent, (2) infrequent, and (3) nonusers of eHealth. Multinomial logistic regression was performed to identify factors associated with frequency of eHealth use. RESULTS There were 1770 adults with epilepsy, of whom 65.87% had at least one eHealth behavior in the prior year. By domain, 62.61% looked up health information on the internet, 15.81% filled a prescription on the internet, 14.95% scheduled a medical appointment on the internet, 17.20% communicated with a health care provider via email, and 8.27% used chat groups to learn about health topics. Among those with active epilepsy, female sex, more frequent computer usage, and internet usage were associated with any eHealth behavior. Female sex and frequent computer use were associated with frequent eHealth use as compared to nonusers. SIGNIFICANCE A majority of persons with epilepsy were found to use at least one form of eHealth. Various technological and demographic factors were associated with eHealth behaviors. Individuals with lower eHealth behaviors should be provided with targeted interventions that address barriers to the adoption of these technologies.
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Affiliation(s)
- Dustin Kee
- Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Nathalie Jetté
- Institute for Healthcare Delivery Science, Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Leah J Blank
- Institute for Healthcare Delivery Science, Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Benjamin R Kummer
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- Clinical Informatics, Mount Sinai Health System, New York, New York, USA
| | - Madhu Mazumdar
- Institute for Healthcare Delivery Science, Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Parul Agarwal
- Institute for Healthcare Delivery Science, Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, New York, USA
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Oude Engberink A, Faucanié M, Boulais M, Nègre-Pages L, Bourrel G, Jaussent A, Crespel A, Carbonnel F, Picot MC. Recommendations for risk management and better living with epilepsy. Phenomenological study of the experience of patients, relatives, and bereaved families. Epilepsy Behav 2021; 125:108412. [PMID: 34788730 DOI: 10.1016/j.yebeh.2021.108412] [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] [Received: 07/25/2021] [Revised: 09/10/2021] [Accepted: 10/25/2021] [Indexed: 11/16/2022]
Abstract
OBJECTIVE To understand the lived experience of people with epilepsy (PWE) and their relatives, the risks associated with epilepsy, the information received from healthcare professionals, and the reaction to this information. METHODS Qualitative phenomenological study conducted between 2016 and 2018. Individual semi-directive in-depth interviews were performed based on a triangulation of sources in three study groups: PWE, relatives of PWE, and bereaved families. Interviews were analyzed continuously, using a semiopragmatic method until data saturation. RESULTS Interviews with PWE (N = 16), relatives of PWE (N = 8), and bereaved families (N = 10) led to several observations: (i) The stigmatizing representations of epilepsy and its constraints lead to a feeling of abnormality which determines the behavior of patients and their relatives; (ii) The global uncertainty surrounding epilepsy is an obstacle to the delivery of clear and personalized information by professionals, and, consequently, to empowerment; (iii) The communication skills of the physician have an impact on the lived experiences of patients and relatives; (iv) Better knowledge on direct mortal epilepsy-related risk could influence the perception of danger to oneself, and help find a balance between overprotection and trivialization. The experience of the patients and relatives led them to formulate concrete recommendations: (i) for the general public: to run information campaigns in order to limit stigmatization; (ii) for caregivers: to provide personalized and detailed information without minimizing the risks, in order to enable patients to "live by setting these risks"; (iii) for patients: to have a trusted person who is informed and trained in seizure management, to join patient associations. CONCLUSION Our study points out that stigma, uncertainty, and lack of clarity of information are all barriers to patient empowerment. In order to provide prompt and personalized information on how to live with epilepsy while managing the risks, physicians need to develop person-centered communication skills. Future research is also required for the development of tools to facilitate this communication.
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Affiliation(s)
- Agnès Oude Engberink
- Institute Desbrest of Epidemiology and Public Health (IDESP), Univ Montpellier, INSERM, Montpellier, France; Department of Primary Care, School of Medicine, University of Montpellier, France.
| | - Marie Faucanié
- Clinical Research and Epidemiology Unit (Department of Medical Information), CHU Montpellier, Univ Montpellier, 34295 Montpellier Cedex 5, France
| | - Myriam Boulais
- Clinical Research and Epidemiology Unit (Department of Medical Information), CHU Montpellier, Univ Montpellier, 34295 Montpellier Cedex 5, France
| | - Laurence Nègre-Pages
- Clinical Research and Epidemiology Unit (Department of Medical Information), CHU Montpellier, Univ Montpellier, 34295 Montpellier Cedex 5, France
| | - Gérard Bourrel
- Institute Desbrest of Epidemiology and Public Health (IDESP), Univ Montpellier, INSERM, Montpellier, France; Department of Primary Care, School of Medicine, University of Montpellier, France
| | - Audrey Jaussent
- Clinical Research and Epidemiology Unit (Department of Medical Information), CHU Montpellier, Univ Montpellier, 34295 Montpellier Cedex 5, France
| | - Arielle Crespel
- Epileptology Unit, CHU Montpellier, Univ Montpellier, 34295 Montpellier Cedex 5, France
| | - François Carbonnel
- Institute Desbrest of Epidemiology and Public Health (IDESP), Univ Montpellier, INSERM, Montpellier, France; Department of Primary Care, School of Medicine, University of Montpellier, France
| | - Marie-Christine Picot
- Clinical Research and Epidemiology Unit (Department of Medical Information), CHU Montpellier, Univ Montpellier, 34295 Montpellier Cedex 5, France; Centre de Recherche en Épidémiologie et Santé des Populations (CESP), U1018, INSERM, Univ Paris-Saclay, Villejuif, France
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Farnia V, Afshari D, Abdoli N, Radmehr F, Moradinazar M, Alikhani M, Behrouz B, Khodamoradi M, Farhadian N. The effect of substance abuse on depression, anxiety, and stress (DASS-21) in epileptic patients. CLINICAL EPIDEMIOLOGY AND GLOBAL HEALTH 2021. [DOI: 10.1016/j.cegh.2020.08.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022] Open
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Hixson JD, Braverman L. Digital tools for epilepsy: Opportunities and barriers. Epilepsy Res 2020; 162:106233. [DOI: 10.1016/j.eplepsyres.2019.106233] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2019] [Revised: 09/10/2019] [Accepted: 10/26/2019] [Indexed: 11/27/2022]
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Braga P, Mifsud J, D'Souza C, Clarke M, Honein A, Tovuudorj A, Pfäfflin M. Education and epilepsy: Examples of good practice and cooperation. Report of the IBE Commission on Education. Epilepsy Behav 2020; 103:106653. [PMID: 31761687 DOI: 10.1016/j.yebeh.2019.106653] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/14/2019] [Accepted: 10/14/2019] [Indexed: 12/31/2022]
Abstract
Education for patients, for families, for professionals, and for officials is one of the most important tools for improving knowledge about epilepsy and fighting discrimination. There are many educational initiatives worldwide, but they are often known only at a local level. Studies on epilepsy educational programs are rare and therefore published to a limited extent. The newly established International Bureau for Epilepsy (IBE) Education Commission enforces the exchange of educational activities and best practices, discussing education content and topics, target groups, and their educational needs, timing, tutors, and funding. A brief review of examples of all continents will be given. The needs for studies and for more exchange and closer cooperation will be addressed with proposals for further actions.
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Affiliation(s)
- Patricia Braga
- Neurological Institute, Facultad de Medicina, Universidad de la República, Uruguay
| | - Janet Mifsud
- Dep. of Clinical Pharmacology and Therapeutics, Univ. of Malta Msida, Malta
| | | | - Marina Clarke
- National Office Epilepsy, IBE Chapter, Cape Town, South Africa
| | - Arlette Honein
- AVANCE - School and Association for children with epilepsy and special needs, Lebanon
| | - Avirmed Tovuudorj
- Dep. of Neurology, Mongolian National University of Medical Sciences, Mongolia
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Shegog R, Braverman L, Hixson JD. Digital and technological opportunities in epilepsy: Toward a digital ecosystem for enhanced epilepsy management. Epilepsy Behav 2020; 102:106663. [PMID: 31778878 DOI: 10.1016/j.yebeh.2019.106663] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/23/2019] [Revised: 10/29/2019] [Accepted: 10/30/2019] [Indexed: 01/01/2023]
Abstract
This commentary details the implications of a growing body of literature supporting several categories of supportive digital tools for the self-management of epilepsy. Although many prior review articles have focused on specific forms of digital epilepsy solutions, we propose the concept of an integrated self-management digital ecosystem. This would include categories of tools including self-management education programs, electronic diaries for self-monitoring, and automated wearables for seizure detection. Within these categories, individual interventions have been studied and made available to patients for years, but the evolution of a digital ecosystem promises the potential to integrate these tools in a manner that can meaningfully benefit patients' health. This commentary presents a discussion of the possible concerns that are preventing more widespread adoption of these digital health resources. Barriers are identified at multiple positions of the healthcare system, including the individual, the organizational, the community, and the policy levels.
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Affiliation(s)
- Ross Shegog
- University of Texas School of Public Health, 7000 Fannin, Suite 2668, Houston, TX 77030, United States of America
| | | | - John D Hixson
- University of California San Francisco and the San Francisco VA Medical Center, 4150 Clement Street, 127E, San Francisco, CA 94121, United States of America.
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Seizure — European Journal of Epilepsy at age 25: Where are we now and where we are going? Seizure 2017; 44:1-3. [DOI: 10.1016/j.seizure.2017.01.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2017] [Accepted: 01/04/2017] [Indexed: 11/20/2022] Open
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