Use of computers and the Internet for health information by patients with epilepsy

Evaluating the performance of the language model ChatGPT in responding to common questions of people with epilepsy

OBJECTIVE

People with epilepsy desire to acquire accurate information about epilepsy and actively engage in its management throughout the long journey of living with seizures. ChatGPT is a large language model and we aimed to assess the accuracy and consistency of ChatGPT in responding to the common concerns of people with epilepsy and to evaluate its ability to provide emotional support.

METHODS

Questions were collected from the International League against Epilepsy and the China Association against Epilepsy. The responses were independently assessed by two board-certified epileptologists from the China Association against Epilepsy, and a third reviewer resolved disagreements. The reviewers assessed its ability to provide emotional support subjectively.

RESULTS

A total of 378 questions related to epilepsy and 5 questions related to emotional support were included. ChatGPT provided "correct and comprehensive" answers to 68.4% of the questions. The model provided reproducible answers for 82.3% questions. The model performed poorly in answering prognostic questions, with only 46.8% of the answers rated as comprehensive. When faced with questions requiring emotional support, the model can generate natural and understandable responses.

SIGNIFICANCE

ChatGPT provides accurate and reliable answers to patients with epilepsy and is a valuable source of information. It also provides partial emotional support, potentially assisting those experiencing emotional distress. However, ChatGPT may provide incorrect responses, leading users to inadvertently accept incorrect and potentially dangerous advice. Therefore, the direct use of ChatGPT for medical guidance is not recommended and its primary use at present is in patients education.

Latent class analysis of eHealth behaviors among adults with epilepsy

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.

Sharing intention of electronic health records in online health communities: Patients' behavioral decisions in the context of privacy protection measures

Online health communities (OHCs) have become more important to people's daily lives on the foundation of the voluntary sharing of electronic health records (EHRs). However, no in-depth investigation has been conducted concerning the influence of the perceptions of privacy protection among patients on their willingness to share EHRs. To fill the knowledge gap, by combining and modifying the theory of planned behavior (TPB) and the health belief model in the context of the privacy protection models implemented by OHCs, an empirical research method using a questionnaire approach is conducted to validate the hypotheses. The results indicate that the more positive a patient's attitude toward medical information sharing behavior is, the higher that patient's level of perceived behavioral control; in addition, the greater the social rewards obtained from this process, the more willing the patient is to share his or her EHRs after privacy protection measures are implemented by OHCs. Meanwhile, the effects of past positive experiences and disease severity have also been tested. The findings of this study can be used to promote patients' full participation in OHCs from a privacy perspective and offer theoretical and practical suggestions to promote the development of OHCs.

Epilepsy on social media in Serbian, Croatian, and Bosnian languages

INTRODUCTION

The Internet and social media are becoming increasingly important medical information sources, bringing advantages and disadvantages. The extent of social media use may help to develop a strategy for providing relevant information, enhancing patients' social status, and the work of medical practitioners in chronic medical conditions such as epilepsy.

AIM

The aim of this study was to help better understand the factors of social media that may affect patients' knowledge of the disease, health education, emotional stability, thinking, and decisions in the treatment process.

MATERIAL AND METHODS

We studied the representation of epilepsy among social media users in Serbian, Croatian, and Bosnian languages. Our observational study analyzed 1000 randomized posts and videos on Facebook, Twitter, and YouTube, containing the keywords "epilepsy" or "seizure." Posts were divided into three categories: topics, data sources, and the nature of the engagement.

RESULTS

The most common topic among social media users was the stigmatization of patients (31%). The most prevalent data source was support groups for PWE (45.4%). The nature of the engagement was most dominant on the occasion of the exchange of information, i.e., advice (40%).

CONCLUSION

The participation of medical professionals on social media is not adequately represented in Serbian, Croatian, and Bosnian language platforms. The presence of medical professionals on social media could increase the credibility of the information available to users, educate patients, and reduce the prevalence of stigma.

Patterns of Google search behavior for epilepsy and seizures in the Philippines: An infodemiological study

BACKGROUND

The internet has been established as a rich source of health information that is well utilized by the public. Online health information-seeking behavior may reflect public awareness in particular health-related topics, including epilepsy and seizures.

OBJECTIVE

This study aimed to describe online search behavior for epilepsy and seizures in the Philippines through the examination of trends of Philippine-based Google search queries for epilepsy and seizure-related terms.

METHODS

The search volume indices (SVIs) for the keywords "epilepsy (disorder)" and "seizure (disease)" based on Philippine-based Google searches from January 2004 to July 2021 were generated using Google Trends. Descriptive analysis of search volume patterns, including related topics and queries, was performed.

RESULTS

There was a recent relative increase in Philippine-based searches related to the term "seizure" with a concurrent relative decline in searches related to the term "epilepsy" over time. The Philippines had the fifth-highest SVI for "seizure" based on worldwide trends. Most searches centered on the definition, symptomatology, etiologies, classification, and treatment of seizures and epilepsy. Queries containing seizure-related terms rose in volume by more than 5000% during the seventeen-year period. Search volume tended to peak during the National Epilepsy Awareness Week in September but slumped during holiday months.

CONCLUSIONS

Online search behavior in the Philippines for seizure-related terms appears to be on the rise and may reflect increasing public awareness in epilepsy. Factors including fears surrounding epileptic seizures, the stigma surrounding the term "epilepsy", and seasonal events including a regularly held epilepsy awareness week may influence online search behavior.

Epilepsy on social media: An exploratory study of Arabic language content

This exploratory study provides an overview of Arabic language content for epilepsy available on three social media platforms: Facebook, Twitter, and YouTube, from the time that the platforms came into being up to the end of the year 2020. Two Arabic keywords that mean "epilepsy" and "convulsion" were used on the search engine of each platform to extract related content. Two reviews were conducted for 300 randomly selected pages, accounts, and videos from a total of 795 related published ones on the targeted platforms. Results revealed that Arabic language content related to epilepsy on social media platforms has been available for about one decade. Various sources from almost all Arab countries contributed to the content. Most of the content (43%) was from medical and healthcare professionals and institutions. Definition and classification of epilepsy were the most common topics (21%) within posts and shares. Moreover, seeking information and advice were the dominant types of engagement found among users (32%). Findings of the study suggest that more attention on content for underrepresented topics is required and that enhanced engagement by health professionals and specialists with the users on social media platforms would be beneficial. Implications for current use and available content related to epilepsy on social media, as well as related recommendations, are included.

Public Engagement and Neurology: An Update

BACKGROUND

Public engagement (PE) is defined as the involvement of "specialists who listen, develop their understanding, and interact with non-specialists in non-profit activities of educational, cultural, and social nature to engage the public in science-related matters". The public health relevance of PE consists in building up a scientifically literate society, able to participate in and support scientific and technological developments and their implications for educational settings. Neurological disorders account for 35% of all diseases. PE could have a positive impact on the lives of people affected by neurological diseases.

METHOD

This review evaluates the role of PE in dementia, stroke, epilepsy, multiple sclerosis, Parkinson's disease, migraine, neurogenetics, and amyotrophic lateral sclerosis.

RESULTS AND CONCLUSIONS

PE can provide accessible information, support research activities and prevention through appropriate lifestyles, and increase knowledge and awareness of neurological disorders, improving their diagnosis and treatment.

A cross-sectional survey among physicians on internet use for epilepsy-related information

OBJECTIVE

We investigated views towards the Internet in a sample of Italian healthcare specialists involved in epilepsy field, to identify factors associated with the attitude of being influenced by information found on the Internet.

METHODS

This study was a self-administered survey conducted in a group of members of the Italian Chapter of the International League Against Epilepsy (ILAE) in January 2018.

RESULTS

184 questionnaires were analyzed. 97.8 % of responders reported to seek online information on epilepsy. The Internet was most frequently searched to obtain new information (69.9 %) or to confirm a diagnostic or therapeutic decision (37.3 %). The influence of consulting the Internet on clinical practice was associated with registration to social network(s) (OR: 2.94; 95 %CI: 1.28-6.76; p = 0.011), higher frequency of Internet use (OR: 3.66; 95 %CI: 1.56-9.21; p = 0.006) and higher confidence in reliability of online information (OR: 2.61; 95 %CI: 1.09-6.26; p = 0.031). No association was found with age, sex, years in epilepsy practice or easiness to find online information.

CONCLUSION

Internet is frequently used among healthcare professionals involved in the epilepsy to obtain information about this disease. The attitude of being influenced by the Internet for diagnostic and/or therapeutic decisions in epilepsy is independent on age and years of experience in epilepsy, and probably reflects an individual approach towards the Web.

Online behavior of people visiting a scientific website on epilepsy

We investigated the online behavior of Internet users consulting the website of the Italian Chapter of the International League Against Epilepsy (Lega Italiana Contro l'Epilessia [LICE]). We obtained the visualization statistics of the LICE website using AWStats (https://awstats.sourceforge.io/) and Google Trends (https://trends.google.com/trends/), and compared the statistics of years 2010, 2014, and 2017. The following variables were analyzed: number of unique visitors and visits, visit duration, the day of week and rush hours, most downloaded documents, most viewed pages, keyphrases and keywords used for online searches, origins of searches, and geographic trends of Google searches related to the LICE. The total numbers of unique visitors, visits and page views remained quite stable over time. Most visits (70 to 76.7%) lasted less than 30 s. The most frequent keyphrases and keywords used for online searches were related to clinical guidelines and driving license. Among the most frequently downloaded documents were general guides on epilepsy. The pages with the list of epilepsy centers endorsed by the LICE and those with the list of LICE guidelines were among those most frequently viewed, together with educational videos. Most users directly accessed the website without being referred from external links. No information on geographic origin of Google searches was available. The visualization statistics suggested two distinct populations of visitors. The first one is likely represented by physicians who seek specialist information on diagnosis and management of epilepsy, including guidelines. The second population is represented by lay people who seek accessible and easily comprehensible information to better understand epilepsy and know which centers are best for its management.

Reliability of information about the use of antiepileptic drugs during pregnancy from three major web search engines in China

OBJECTIVES

The objective of this study was to assess the reliability of online information, as provided by three major search engines in China, about the usage of antiepileptic drugs (AEDs) during pregnancy.

METHOD

Over eight weeks, six physicians conducted a literature search on six computers and six smartphones at a frequency of once per week. During each web search on each computer and smartphone, three major search engines in China were used, namely, Baidu, Sogou and 360. The search terms used were a combination of words, including one AED name (valproate/oxcarbazepine/levetiracetam/lamotrigine) and one Chinese word ("huaiyun" or "renshen", which means pregnancy in Chinese). The top ten websites retrieved from each search were recorded. After the content of each website was evaluated, the sites were categorized into 9 types. Meanwhile, commercial advertisements on each web page were also registered.

RESULTS

A total of 16,411 search results were assessed. After excluding the redundant web pages, 4840 search results were included in the data analysis. Only 12.05% of the search results were reliable, 47.75% were partly reliable, and 40.21% were unreliable. A total of 4139 (85.52%) webpages contained commercial advertisements. The results from a multivariate analysis suggested that websites with no advertisements and professional websites have an independent positive impact on reliability.

CONCLUSION

Overall, little information on AED usage during pregnancy provided by major search engines in China was reliable.

PRACTICE IMPLICATIONS

Accurate and professional online information for female patients with epilepsy should be provided through major efforts by the government, search engine companies, professional websites and epilepsy physicians.

Views of People With Epilepsy About Web-Based Self-Presentation: A Qualitative Study

Background

Web-based media, particularly social networking sites (SNSs), are a source of support for people with long-term conditions, like epilepsy. Living with epilepsy can reduce opportunities for accessing information and social support owing to transportation difficulties and stigma leading to self-isolation. However, some people with epilepsy (PWE) overcome these barriers using SNSs and other Web-based media. At present, little is known about Web-based identity and self-presentation of PWE; this study aims to address this gap.

Objective

This study aims to describe how the use of digital technologies, such as SNSs, impacts sense of identity in PWE.

Methods

We used qualitative research methods to examine Web-based media use and self-presentation in a group of 14 PWE (age range: 33-73 years; 7 men and 7 women). The median diagnosis duration was 25 years. Semistructured interviews ranged from 40 to 120 minutes, held at participants’ homes or in a public place of their choice, in the United Kingdom. QSR Nvivo 11 software was used to perform an inductive thematic analysis.

Results

In this study, 9 participants used Web-based media to “silently” learn from other PWE by reading user posts on SNSs and epilepsy-related forums. When asked about self-presentation, 7 participants described feeling cautious about disclosing their epilepsy to others online. Six participants presented themselves in the same manner irrespective of the situation and described their identity as being presented in the same way both online and offline.

Conclusions

PWE can deploy SNSs and Web-based media to manage aspects of their condition by learning from others and obtaining social support that may otherwise be difficult to access. Some PWE share openly, whereas others silently observe, without posting. Both benefit from the shared experiences of others. Privacy concerns and stigma can act as a barrier to sharing using Web-based media and SNSs. For some, Web-based media offers a chance to experiment with identity and change self-presentation, leading to gradually “coming out” and feeling more comfortable discussing epilepsy with others.

Information about epilepsy on the internet: An exploratory study of Arabic websites

The aim of this study was to explore information about epilepsy found on Arabic websites. The researchers collected information from the internet between November 2016 and January 2017. Information was obtained using Google and Yahoo search engines. Keywords used were the Arabic equivalent of the following two keywords: epilepsy (Al-saraa) and convulsion (Tashanoj). A total of 144 web pages addressing epilepsy in Arabic were reviewed. The majority of web pages were websites of medical institutions and general health websites, followed by informational and educational websites, others, blogs and websites of individuals, and news and media sites. Topics most commonly addressed were medical treatments for epilepsy (50% of all pages) followed by epilepsy definition (41%) and epilepsy etiology (34.7%). The results also revealed that the vast majority of web pages did not mention the source of information. Many web pages also did not provide author information. Only a small proportion of the web pages provided adequate information. Relatively few web pages provided inaccurate information or made sweeping generalizations. As a result, it is concluded that the findings of the present study suggest that development of more credible Arabic websites on epilepsy is needed. These websites need to go beyond basic information, offering more evidence-based and updated information about epilepsy.

The Internet Use for Health Information Seeking among Ghanaian University Students: A Cross-Sectional Study

The aim of the study was to investigate university students' use of the Internet for health purpose in the Ghanaian context. The study employed a quantitative cross-sectional design. A total of 650 out of 740 students selected from 3 different universities participated, giving a response rate of 87.7% (650/740). Data were obtained using questionnaires and frequency and percentages were used to analyze data. The results show that university students are active users of the Internet as 78.3% (509/650) used Internet daily and 67.7% (440/650) use Internet for health purposes, for reasons including availability and ease of accessing information, privacy, confidentiality, and affordability. Use of Internet was constrained by unreliable and slow connection, high cost of Internet, and unreliable power supply. Also, 72.4% (315/435) used the online health information obtained as a basis for lifestyle change and only 39.5% (170/430) consulted health professionals after obtaining online information. The study concludes that students use Internet to seek online health support. The use of Internet to communicate with young people in relation to their health must therefore be explored. There is the need to be aware of online safety issues for young adults, including the need to provide information on privacy options.

Clinic-Based Mobile Health Decision Support to Enhance Adult Epilepsy Self-Management: An Intervention Mapping Approach

INTRODUCTION

Epilepsy is a neurological disorder involving recurrent seizures. It affects approximately 5 million people in the U.S. To optimize their quality of life people with epilepsy are encouraged to engage in self-management (S-M) behaviors. These include managing their treatment (e.g., adhering to anti-seizure medication and clinical visit schedules), managing their seizures (e.g., responding to seizure episodes), managing their safety (e.g., monitoring and avoiding environmental seizure triggers), and managing their co-morbid conditions (e.g., anxiety, depression). The clinic-based Management Information Decision Support Epilepsy Tool (MINDSET) is a decision-support system founded on theory and empirical evidence. It is designed to increase awareness by adult patients (≥18 years) and their health-care provider regarding the patient's epilepsy S-M behaviors, facilitate communication during the clinic visit to prioritize S-M goals and strategies commensurate with the patient's needs, and increase the patient's self-efficacy to achieve those goals.

METHODS

The purpose of this paper is to describe the application of intervention mapping (IM) to develop, implement, and formatively evaluate the clinic-based MINDSET prototype and in developing implementation and evaluation plans. Deliverables comprised a logic model of the problem (IM Step 1); matrices of program objectives (IM Step 2); a program planning document comprising scope, sequence, theory-based methods, and practical strategies (IM Step 3); a functional MINDSET program prototype (IM Step 4); plans for implementation (IM Step 5); and evaluation (IM Step 6). IM provided a logical and systematic approach to developing and evaluating clinic-based decision support toward epilepsy S-M.

Mind the gap: Exploring information gaps for the development of an online resource hub for epilepsy and depression

PURPOSE

Depression is common in epilepsy, and is often under-detected and under-treated. The motivation to create a depression eHub for persons with epilepsy is to connect them to the best available online resources to effectively manage their depression. The study sought to: 1) identify facilitators and barriers to accessing resources related to management of epilepsy and/or depression and 2) discuss gaps in available resources (free and in the public domain) and 3) identify suggestions for future content.

METHODS

Semi-structured interviews were conducted with ten patients with epilepsy and a history of depression. Using inductive analysis, two team members engaged in a process of textual open-coding utilizing a conventional content analysis approach whereby content was conceptually clustered based on the research questions. A phenomenological framework was applied to describe the phenomenon of online health resource access and utilization from the perspective of people with epilepsy.

RESULTS

Facilitators to the use of online resources included information credibility, thoughtful organization, and accessibility of resources. Barriers included difficulties finding and piecing together information from many different sites. Patients reported difficulty having the motivation to seek out resources while depressed, which was compounded by feelings of stigma, social isolation, and lack of control. Gaps in resources included a lack of information about living with epilepsy day-to-day and resources for family and friends. Suggested content included information to raise awareness about epilepsy and depression; questionnaires to screen for symptoms of depression; stories of other patients with epilepsy and depression via video or moderated forums; current research and news; local community resources; and tools and strategies to manage depression in epilepsy.

CONCLUSIONS

There is a gap in accessible resources for patients with epilepsy and depression as well as barriers that include epilepsy-related restrictions, depression-related impairments, lack of awareness, and stigmatization. These results should be used to guide the development of e-Health resources for patients with epilepsy.

Chinese Internet Searches Provide Inaccurate and Misleading Information to Epilepsy Patients

Background:

Most patients with epilepsy want to learn as much as possible about the disease, and many have turned to the internet for information. Patients are likely to use information obtained from the internet to control their epilepsy, but little is known about the accuracy of this information. In this survey, we have assessed the feasibility and usability of internet-based interventions for the treatment of epilepsy.

Methods:

Data were collected from an internet search. Different search terms were used to obtain general information on epilepsy together with information about medication, types of epilepsy, treatment, women's health, and other information. The accuracy of the information was evaluated by a group of experts.

Results:

A total of 1320 web pages were assessed. The majority were websites related to health. A large number (80.2%) of web pages contained content related to the search term. A significant number of web pages 450/1058 (42.5%) claimed to provide information from a credible source; however, only 206/1058 (19.5%) of the information was accurate and complete; 326/1058 (30.8%) was accurate but incomplete; 328/1058 (31.0%) was correct but nonstandard, and 198/1058 (18.8%) was inaccurate. The authenticity of the information was not significantly different between the two search engines (χ² = 0.009, P = 0.924). No significant difference was observed in the information obtained from a specialist or nonspecialist source (χ² = 7.538, P = 0.057). There was also no correlation between the quality of the information and the priority (χ² = 6.880, P = 0.076).

Conclusions:

Searching for information about epilepsy on the internet is convenient, but the information provided is not reliable. Too much information is inaccurate or for advertisement purposes, and it is difficult for patients to find the useful information. Turning to the internet for medical knowledge may be harmful. Physicians should be aware that their patients may search for information on the internet and guide them to safe, reputable websites.

PatientsLikeMe® Online Epilepsy Community: Patient characteristics and predictors of poor health-related quality of life

OBJECTIVE

The online PatientsLikeMe® Epilepsy Community allows patients with epilepsy to record, monitor, and share their demographic, disease, and treatment characteristics, providing valuable insights into patient perceptions and understanding of epilepsy. The objective of this retrospective analysis was to characterize the profile of users and their disease and identify factors predictive of poor health-related quality of life (HRQoL), while assessing the platform's potential in providing patient-reported data for research purposes.

METHODS

Data recorded (January 2010-November 2011) by Epilepsy Community members, with an epilepsy diagnosis and who reported >1 seizure, included the following: sociodemographic and disease characteristics, treatments, symptoms, side effects perceived as medication-related, seizure occurrence, and standardized questionnaires (Quality of Life in Epilepsy Inventory [QOLIE-31/P], EuroQoL 5-Dimensions Scale, 3 Levels [EQ-5D-3L], and Hospital Anxiety and Depression Scale [HADS]). Univariate and multivariate logistic regressions were conducted to identify predictors of poor HRQoL.

RESULTS

During the study period, the Epilepsy Community comprised 3073 patients, of whom 71.5% were female, had a mean age of 37.8years, and had a mean epilepsy duration of 17.7years. The most frequently reported moderate/severe symptoms (n=2135) included memory problems (60.2%), problems concentrating (53.8%), and fatigue (50.0%). Medication-related side effects (n=639) included somnolence (23.2%), fatigue (17.2%), and memory impairment (13.8%). The QOLIE-31/P scores (n=1121) were significantly worse in patients who experienced a recent seizure. For QOLIE-31/P, highly predictive factors for poor HRQoL included the following: mild/moderate problems concentrating, depression, memory problems, treatment side effects, occurrence of tonic-clonic seizures, and epilepsy duration ≤1year. For EQ-5D-3L, highly predictive factors for poor HRQoL included the following: pain, depression, and comorbidities. Patients on newer AEDs were less likely to report poor HRQoL (QOLIE-31/P).

SIGNIFICANCE

These findings move further towards supporting the feasibility and usefulness of collecting real-world, anonymized data recorded by patients online. The data provide insights into factors impacting HRQoL, suggesting that a holistic treatment approach beyond seizure control should be considered in epilepsy.

Use of antiepileptic drugs during pregnancy and lactation: Type of information provided by searching Google

Surveys among women with epilepsy (WWE) show that they receive their essential pregnancy-related information from many sources, including the internet. Our aim was to assess the types of websites provided by searching Google for the use of four antiepileptic drugs (AEDs) during pregnancy and lactation. The search was performed on 40 computers used by health-care professionals, on 40 computers used by nonhealth-care professionals, and on 5 computers used by WWE in Israel and on 8 computers used by nonhealth-care professionals in the U.S. On each computer, a Google search was conducted for term combinations that included one AED name ("carbamazepine","valproic acid", "lamotrigine", "levetiracetam", or "Keppra") and "Pregnancy", "Lactation", or "Breastfeeding". The top three and top ten websites retrieved in every search were mapped (a total of 45 and 150 websites, respectively, from each computer). Across all searches in English, on both U.S. and Israeli computers, the majority of websites listed among the first three and first ten results were those of independent health portals. The representation of the Epilepsy Foundation website was 10% or less, and only a few results were obtained from the NIH's general public-oriented MedlinePlus. In Hebrew, results included almost exclusively Israeli or Hebrew-translated websites. As in English, results from public-oriented, professionally-written websites in Hebrew accounted for less than 50% of entries. Overall, the availability of readable and high-quality information on AEDs used by pregnant and breastfeeding women is limited. Guiding patients towards accurate web resources can help them navigate among the huge amount of available online information.

Internet use and looking up information online in adults with epilepsy varies by epilepsy status--2013 National Health Interview Survey

We estimated US national prevalences of Internet use and looking up health information online among adults with epilepsy and those without, overall (age-standardized) and by three age groups (18-44, 45-59, and ≥60years) using the 2013 National Health Interview Survey. Results showed that both overall and across all age groups, a significantly lower percentage of adults with active epilepsy reported using the Internet compared with that of adults without epilepsy. However, among Internet users, the percentage of looking up health information online did not differ by epilepsy status or age. Ensuring access to the Internet and encouraging use of quality, secure, and easy-to-access resources and e-tools might help adults with epilepsy to optimize their self-management and improve their quality of life.

'If you're gonna die, you're gonna die': Young adults' perceptions of sudden unexpected death in epilepsy

OBJECTIVES

To explore the views and experiences of young adults with epilepsy on the risks associated with, and information giving in relation to sudden unexpected death in epilepsy (SUDEP).

METHODS

In-depth interviews with 27 young adults (aged 18-29 years) with epilepsy.

RESULTS

Participants reported everyday experiences of seeking to control the risk of seizure occurrence or injury from seizures. In contrast, SUDEP was reported in more fatalistic terms as a risk that was considered to be largely unpreventable. Participants stated that information on SUDEP should be given to those with epilepsy, in a consultation, at or soon after the diagnosis, though clinical judgement on patients' readiness was considered important in timing decisions. Many had a limited, sometimes incorrect understanding of SUDEP, yet were satisfied with the information they had received. Very few engaged in independent information seeking on SUDEP, and many deliberately avoided searching for further information.

DISCUSSION

Our findings suggest that SUDEP was bracketed off from other aspects of participants' epilepsy, in terms of the meanings attributed to it, perceptions of risk status and ways of coping. SUDEP is a case through which to consider how people give meaning to information about risk of sudden death related to chronic conditions.

Google search behavior for status epilepticus

BACKGROUND

Millions of people surf the Internet every day as a source of health-care information looking for materials about symptoms, diagnosis, treatments and their possible adverse effects, or diagnostic procedures. Google is the most popular search engine and is used by patients and physicians to search for online health-related information. This study aimed to evaluate changes in Google search behavior occurring in English-speaking countries over time for the term "status epilepticus" (SE).

METHODS

Using Google Trends, data on global search queries for the term SE between the 1st of January 2004 and 31st of December 2014 were analyzed. Search volume numbers over time (downloaded as CSV datasets) were analyzed by applying the "health" category filter.

RESULTS

The research trends for the term SE remained fairly constant over time. The greatest search volume for the term SE was reported in the United States, followed by India, Australia, the United Kingdom, Canada, the Netherlands, Thailand, and Germany. Most terms associated with the search queries were related to SE definition, symptoms, subtypes, and treatment. The volume of searches for some queries (nonconvulsive, focal, and refractory SE; SE definition; SE guidelines; SE symptoms; SE management; SE treatment) was enormously increased over time (search popularity has exceeded a 5000% growth since 2004).

CONCLUSIONS

Most people use search engines to look for the term SE to obtain information on its definition, subtypes, and management. The greatest search volume occurred not only in developed countries but also in developing countries where raising awareness about SE still remains a challenging task and where there is reduced public knowledge of epilepsy. Health information seeking (the extent to which people search for health information online) reflects the health-related information needs of Internet users for a specific disease. Google Trends shows that Internet users have a great demand for information concerning some aspects of SE (definition, subtypes, symptoms, treatment, and guidelines). Policy makers and neurological scientific societies have the responsibility to try to meet these information needs and to better target public information campaigns on SE to the general population. This article is part of a Special Issue entitled "Status Epilepticus".

Clearly written, easily comprehended? The readability of websites providing information on epilepsy

There is a general need for high-quality, easily accessible, and comprehensive health-care information on epilepsy to better inform the general population about this highly stigmatized neurological disorder. The aim of this study was to evaluate the health literacy level of eight popular English-written websites that provide information on epilepsy in quantitative terms of readability. Educational epilepsy material on these websites, including 41 Wikipedia articles, were analyzed for their overall level of readability and the corresponding academic grade level needed to comprehend the published texts on the first reading. The Flesch Reading Ease (FRE) was used to assess ease of comprehension while the Gunning Fog Index, Coleman-Liau Index, Flesch-Kincaid Grade Level, Automated Readability Index, and Simple Measure of Gobbledygook scales estimated the corresponding academic grade level needed for comprehension. The average readability of websites yielded results indicative of a difficult-to-fairly-difficult readability level (FRE results: 44.0±8.2), with text readability corresponding to an 11th academic grade level (11.3±1.9). The average FRE score of the Wikipedia articles was indicative of a difficult readability level (25.6±9.5), with the other readability scales yielding results corresponding to a 14th grade level (14.3±1.7). Popular websites providing information on epilepsy, including Wikipedia, often demonstrate a low level of readability. This can be ameliorated by increasing access to clear and concise online information on epilepsy and health in general. Short "basic" summaries targeted to patients and nonmedical users should be added to articles published in specialist websites and Wikipedia to ease readability.

Trends in the use of the Internet for health purposes in Poland

Background

In Poland, like in other European countries and in accordance with the global trend, the number of computer users and people who have access to the Internet has increased considerably. The study investigates trends and patterns of Polish health-related Internet use over a period of seven years. The main objective of the study was to estimate the change in the proportion of the population using Internet for health purposes and to show the potential trend in perceptions and preferences of Polish citizens in this respect as well as factors affecting their use.

Methods

The study was based on three national surveys that were conducted in 2005, 2007, and 2012. A total of 3027 adult citizens were selected randomly from the Polish population. A sample collection was carried out by Polish opinion poll agencies by computer-assisted telephone interviews. The subjects were asked to respond to general questions about their Internet use and their Internet use for health-related purposes, as well as to express their opinions about various sources of medical information, frequency, and the need for direct communication with health professionals via the Internet and other interactive forms of online activities.

Results

The proportion of the Polish population that used the Internet for health-related purposes increased significantly (41.7% in 2005, 53.3% in 2007, and 66.7% in 2012). The Internet has become an important source of health information for almost half of Polish citizens, overtaking television, radio, press, and courses or lectures in the ranking list. As the medium matures, the use of interactive, health-related online services has also increased remarkably. However, while the main users of the Internet are certainly younger people, the largest growth potential has been observed among the elderly. The profile of the most likely Internet user and the citizen for whom the Internet is an important source of health information has been determined.

Conclusions

The Internet offers enormous opportunities, particularly for providing and improving consumer information services with regard to health care. A sharply increasing trend regarding Internet use, Internet use for health purposes, and the interactive use of the Internet related to health has been observed among Polish citizens.

Electronic supplementary material

The online version of this article (doi:10.1186/s12889-015-1473-3) contains supplementary material, which is available to authorized users.

A qualitative study of the reactions of young adults with epilepsy to SUDEP disclosure, perceptions of risks, views on the timing of disclosure, and behavioural change

OBJECTIVE

We examined young adults' responses to information about sudden unexpected death in epilepsy (SUDEP).

METHOD

Consecutive patients attending a specialist epilepsy clinic, aged 16-30years, with a Hospital Anxiety and Depression Scale (HADS) score of <11, and who had been told about SUDEP at least 2weeks previously, were invited to the study. Semistructured in-depth interviews were conducted by an experienced qualitative interviewer until data saturation was achieved. An inductive thematic analysis of the data was conducted, facilitated by the use of the qualitative data analysis software (NVivo). The study was approved by the South East Scotland Research Ethics Committee.

RESULTS

Twenty-seven patients (15 females) aged 18-29years were interviewed. All said that they were satisfied with the information that they had received about SUDEP. However, at the interview, their understanding of SUDEP was often limited and incorrect. Many were not aware of their own SUDEP risk status. Twenty-two (81%) said that everyone should be told about SUDEP. Most thought that disclosure should happen at the time of the diagnosis or soon after, preferably in a face-to-face consultation; clinician judgment on timing was highlighted. Few reported seeking further information on SUDEP for themselves beyond the initial consultation. Most were either untroubled by the initial disclosure of SUDEP or reported initial anxiety that was not long-lasting. A minority reported changing their behavior, for example, improving medication adherence, but most reported no change. The majority expressed a fatalistic view of SUDEP as something outside of their control.

SIGNIFICANCE

Our results suggest that clinicians can be more confident that most of their young adult patients want to know about SUDEP, want to be told early, and do not have long-lasting anxiety due to its disclosure. Getting information on SUDEP will not, on its own, increase medication adherence in most patients. Methods to increase patient understanding of SUDEP are needed.

Managing Epilepsy Well: Emerging e-Tools for epilepsy self-management

The Managing Epilepsy Well (MEW) Network was established in 2007 by the Centers for Disease Control and Prevention Epilepsy Program to expand epilepsy self-management research. The network has employed collaborative research strategies to develop, test, and disseminate evidence-based, community-based, and e-Health interventions (e-Tools) for epilepsy self-management for people with epilepsy, caregivers, and health-care providers. Since its inception, MEW Network collaborators have conducted formative studies (n=7) investigating the potential of e-Health to support epilepsy self-management and intervention studies evaluating e-Tools (n=5). The MEW e-Tools (the MEW website, WebEase, UPLIFT, MINDSET, and PEARLS online training) and affiliated e-Tools (Texting 4 Control) are designed to complement self-management practices in each phase of the epilepsy care continuum. These tools exemplify a concerted research agenda, shared methodological principles and models for epilepsy self-management, and a communal knowledge base for implementing e-Health to improve quality of life for people with epilepsy.

The acceptance of e-health solutions among patients with chronic respiratory conditions

OBJECTIVE

The main objective of this study was to assess the acceptance of the use of e-health applications by patients suffering from bronchial asthma and other chronic respiratory conditions.

SUBJECTS AND METHODS

The questionnaire, consisting of 73 items, was distributed among 200 patients remaining under the care of a tertiary-care pulmonology center in Krakow, Poland (return rate, 82.5%; n=165).

RESULTS

The mean age (standard deviation) of respondents was 50.8 (14.9) years. Of the respondents, 48.5% (n=80) suffered from bronchial asthma, 29.1% (n=48) from chronic obstructive pulmonary disease, and 32.1% (n=53) from other respiratory diseases. The Internet was used by 58.2% (n=96) of respondents. The most frequent types of health-related information searched for online included diseases (59.4%) and treatments (medication, 54.2%; treatment options, 58.3%), as well as information about physicians and healthcare institutions (32.3% and 31.3%, respectively). The differences between acceptance scores for specific e-health applications were significant (analysis of variance, Friedman chi-squared=166.315, p<0.001). The respondents revealed the highest acceptance of e-health solutions allowing them to book appointments with physicians, access laboratory test results, view educational resources, and renew prescriptions. The acceptance of the most popular e-health applications depended on the duration of disease, respondent's age and education, and his or her use of computers and the Internet.

CONCLUSIONS

Patients suffering from chronic respiratory conditions demonstrate higher levels of acceptance of e-health applications such as appointment booking, prescription renewal, and access to information (laboratory test results, educational resources) than of solutions directly related to medical care (communication with healthcare providers, disease monitoring).

Knowledge of epilepsy and preferred sources of information among elementary school teachers

We conducted an online survey of elementary school teachers in Washtenaw County, Michigan, regarding their confidence in their knowledge of epilepsy and their preferred media or sources of information about epilepsy. Eighty-three teachers (9.3%) responded. One quarter expressed a lack of confidence in their ability to teach students with epilepsy or to respond appropriately to a seizure. Teachers most frequently (68%) cited the Internet as their primary source of information about epilepsy, with the school nurse and parents/guardians also frequently mentioned (55% and 48%, respectively). In contrast, most respondents prefer that their information come from the school nurse (74%) or a physician (73%), while only 25% cited the Internet as a preferred source. Teachers most frequently indicated EpilepsyFoundation.org (70.5%) as a trusted source of information. Future collaborative education efforts between school nurses and physicians, especially through use of the Internet, could improve teachers' knowledge of epilepsy.

Characteristics of patients with epilepsy who use a website providing healthcare information about epilepsy in South Korea

We studied characteristics of epilepsy patients who use 'Epilia', a healthcare website for epilepsy patients, and the impact of 'Epilia' on patient satisfaction and attitude about epilepsy. A total of 153 epilepsy patients from 'Epilia' (online group) and 367 patients from epilepsy clinics (offline group) were recruited. A survey was done to investigate their socio-demographic, epilepsy-related, and psychological characteristics, as well as attitude alterations after beginning to use 'Epilia'. Factors affecting attitude were also identified in the online group. Online group had more severe and more frequent seizures, more adverse effects, more anxiety and depression, and worse quality of life than offline group. Online group patients who are more satisfied, who take two or more antiepileptic drugs, who visit to 'Epilia' more and longer had a greater positive attitude change than those without these characteristics. A healthcare website can contribute to self-management by providing useful information and education for epilepsy patients.

Matrix analysis of the digital divide in eHealth services using awareness, want, and adoption gap

Background

The digital divide usually refers to access or usage, but some studies have identified two other divides: awareness and demand (want). Given that the hierarchical stages of the innovation adoption process of a customer are interrelated, it is necessary and meaningful to analyze the digital divide in eHealth services through three main stages, namely, awareness, want, and adoption.

Objective

By following the three main integrated stages of the innovation diffusion theory, from the customer segment viewpoint, this study aimed to propose a new matrix analysis of the digital divide using the awareness, want, and adoption gap ratio (AWAG). I compared the digital divide among different groups. Furthermore, I conducted an empirical study on eHealth services to present the practicability of the proposed methodology.

Methods

Through a review and discussion of the literature, I proposed hypotheses and a new matrix analysis. To test the proposed method, 3074 Taiwanese respondents, aged 15 years and older, were surveyed by telephone. I used the stratified simple random sampling method, with sample size allocation proportioned by the population distribution of 23 cities and counties (strata).

Results

This study proposed the AWAG segment matrix to analyze the digital divide in eHealth services. First, awareness and want rates were divided into two levels at the middle point of 50%, and then the 2-dimensional cross of the awareness and want segment matrix was divided into four categories: opened group, desire-deficiency group, perception-deficiency group, and closed group. Second, according to the degrees of awareness and want, each category was further divided into four subcategories. I also defined four possible strategies, namely, hold, improve, evaluate, and leave, for different regions in the proposed matrix. An empirical test on two recently promoted eHealth services, the digital medical service (DMS) and the digital home care service (DHCS), was conducted. Results showed that for both eHealth services, the digital divides of awareness, want, and adoption existed across demographic variables, as well as between computer owners and nonowners, and between Internet users and nonusers. With respect to the analysis of the AWAG segment matrix for DMS, most of the segments, except for people with marriage status of Other or without computers, were positioned in the opened group. With respect to DHCS, segments were separately positioned in the opened, perception-deficiency, and closed groups.

Conclusions

Adoption does not closely follow people’s awareness or want, and a huge digital divide in adoption exists in DHS and DHCS. Thus, a strategy to promote adoption should be used for most demographic segments.

Perceived benefits of sharing health data between people with epilepsy on an online platform

An epilepsy community was developed on PatientsLikeMe.com to share data between patients to improve their outcomes by finding other patients like them. In a 14-day response period, 221 patients with epilepsy (mean age: 40 years, SD: 12, range: 17-72, 66% female) completed a survey about benefits they perceived. Prior to using the site, a third of respondents (30%) did not know anyone else with epilepsy with whom they could talk; of these, 63% now had at least one other patient with whom they could connect. Perceived benefits included: finding another patient experiencing the same symptoms (59%), gaining a better understanding of seizures (58%), and learning more about symptoms or treatments (55%). Number of benefits was associated with number of relationships with other patients, F(4,216)=8.173, P<0.001). Patients with epilepsy reported an array of perceived benefits similar to those reported by populations with other diseases. Controlled sharing of health data may have the potential to improve disease self-management of people with epilepsy.

Adolescent and caregiver experiences with epilepsy

Epilepsy during adolescence can impede the development of psychosocial independence and typical biological maturational processes. We examined in parallel the experiences and perceptions of adolescent patients with epilepsy and their caregivers. Specifically, we focused on frequency and type of seizures, comorbid conditions, adherence to therapies, productivity, clinical and quality of life consequences of seizures, estimated use and content of seizure emergency plans, and the patient-physician relationship. Two cross-sectional online surveys were conducted among 153 adolescent patients with epilepsy and their respective caregivers. A total of 35% of adolescents indicated that they had been nonadherent to antiepileptic medications in the prior month. Adolescents scored significantly lower compared with their peers on quality-of-life measures. Adolescents and caregivers reported similarly on nearly all domains. An adolescent-centered epilepsy management program may help alleviate concerns and also help the adolescent independently manage their epilepsy as they transition into adulthood.