Preferences and experiences of women with epilepsy regarding sexual and reproductive healthcare provision

Survey of an online system for information to women with epilepsy of childbearing age and management during pregnancy: A 3-year evaluation

OBJECTIVE

We developed an online tool for women with epilepsy consisting of two modules: one with information on pregnancy-related issues (information module) and one for reminders about blood test and communication about dose changes (pregnancy module). Our aim was to assess perceived value, user-friendliness and improvement of patient knowledge in users.

METHODS

The system was launched in 2019 and patients invited by epilepsy nurses were asked to participate in a survey 1 month after the invitation for the information module, and 1 month postnatally for the pregnancy module.

RESULTS

By November 2022, the system had been used by 96 individuals out of 100 invited in the pregnancy module, in a total of 114 pregnancies. One hundred and eleven women had been invited to the information module, and 70 of these accessed it. The survey received 96 answers (44 information, 52 pregnancy). User-friendliness was rated as good or very good by a little over half of the users; 55% in the information module and 52% in the pregnancy module. Among pregnant women, 83% found the TDM part useful and most would prefer a similar system in future pregnancies. Sixty-four percent of users of the information module and 48% of the pregnancy module found that the system had increased their knowledge. Two knowledge questions were answered correctly by a significantly higher proportion of those that had accessed the online information.

SIGNIFICANCE

There was great demand for online communication during pregnancy and our experiences of implementation can hopefully assist digitalization of epilepsy care elsewhere. Online information also seems to increase knowledge about pregnancy-related issues, but our invitation-only method of inclusion was not effective for widespread dissemination. Patient-initiated access with optional epilepsy-team contact if questions arise could be an alternative.

PLAIN LANGUAGE SUMMARY

We have performed a survey of users of a new Internet-based tool for information to women of childbearing age and communication about dose changes during pregnancy. Users were overall satisfied with the tool and answered some knowledge questions more accurately after accessing the information.

Preferences and experiences of parents/guardians of youth with epilepsy and intellectual disability on reproductive health counseling

OBJECTIVE

To explore the experiences and preferences of parents/guardians of adolescents and young adults (AYA) of childbearing potential with co-occurring epilepsy and intellectual disability (ID) regarding counseling by neurologists on sexual and reproductive health (SRH) topics such as pregnancy, contraception, menstruation, and folic acid supplementation.

METHODS

We conducted semi-structured interviews with parents/guardians of AYAs (12-28 years old) of childbearing potential with co-occurring epilepsy and ID, recruited from a tertiary-care children's hospital. We confirmed the diagnoses of epilepsy and ID with the patient's neurologist and parent/guardian. All degrees of ID (e.g. mild/moderate/severe) were eligible. We audio-recorded and transcribed interviews. Two coders performed qualitative thematic analysis.

RESULTS

Twenty-five parents/guardians completed interviews. Themes included: (1) Parents/guardians believe their child to be immune from sexual abuse due to their supervision, yet desire counseling about abuse recognition and prevention, which they also report not occurring (2) A common opinion was that counseling on menstruation was more relevant to their child's life than counseling about pregnancy-related topics (3) Parents/guardians reported a lack of counseling on pregnancy-related topics such as folic acid supplementation and teratogenesis and generally also reported some degree of interest in hearing about these topics from neurologists (4) Parents/guardians also reported a lack of counseling on drug interactions between contraception and ASMs, and were highly interested in learning more about this topic (5) Parents/guardians want neurologists to initiate annual comprehensive SRH counseling at puberty about most topics, but report that they often initiate SRH discussions themselves.

CONCLUSION

Parents/guardians of AYAs with epilepsy and ID prefer more frequent, neurologist-initiated, comprehensive conversations surrounding SRH particularly emphasizing menstruation and sexual abuse recognition/prevention. Findings may inform professional and patient education and health systems interventions including development of discussion guides and/or decision aides to improve SRH care for AYAs with epilepsy and ID.

Integrated Care in Epilepsy Management: A Scoping Review of the Models and Components of Health and Social Care Delivery

Introduction

Epilepsy is the most common neurological condition globally. Integrating health and social care is fundamental in epilepsy management, but the scope of progress in this area is unclear. This scoping review aimed to capture the range and type of integrated care components and models in epilepsy management.

Methods

Four databases were searched for articles published since 2010 that reported on integrated care in epilepsy. Data were extracted and synthesised into components of integrated care that had been implemented or recommended only. Models of integrated care were identified, and their components tabulated.

Results

Fifteen common and interrelated components of integrated care emerged that were aligned with four broad areas: healthcare staff and pathways (e.g., epilepsy nurses); tasks and services (e.g., care coordination); education and engagement (e.g., shared decision making); and technology for diagnosis and communication (e.g., telehealth). Twelve models of integrated care were identified; seven were implemented and five were recommended.

Discussion

There is a growing evidence-base supporting integrated, person-centred epilepsy care, but implementation is challenged by entrenched silos, underdeveloped pathways for care, and deficits in epilepsy education.

Conclusion

Integrating epilepsy care relies on changes to workforce development and policy frameworks to support whole-of-system vision for improving care.

Use of Natural Language Processing to Identify Sexual and Reproductive Health Information in Clinical Text

OBJECTIVES

This study aimed to enable clinical researchers without expertise in natural language processing (NLP) to extract and analyze information about sexual and reproductive health (SRH), or other sensitive health topics, from large sets of clinical notes.

METHODS

(1) We retrieved text from the electronic health record as individual notes. (2) We segmented notes into sentences using one of scispaCy's NLP toolkits. (3) We exported sentences to the labeling application Watchful and annotated subsets of these as relevant or irrelevant to various SRH categories by applying a combination of regular expressions and manual annotation. (4) The labeled sentences served as training data to create machine learning models for classifying text; specifically, we used spaCy's default text classification ensemble, comprising a bag-of-words model and a neural network with attention. (5) We applied each model to unlabeled sentences to identify additional references to SRH with novel relevant vocabulary. We used this information and repeated steps 3 to 5 iteratively until the models identified no new relevant sentences for each topic. Finally, we aggregated the labeled data for analysis.

RESULTS

This methodology was applied to 3,663 Child Neurology notes for 971 female patients. Our search focused on six SRH categories. We validated the approach using two subject matter experts, who independently labeled a sample of 400 sentences. Cohen's kappa values were calculated for each category between the reviewers (menstruation: 1, sexual activity: 0.9499, contraception: 0.9887, folic acid: 1, teratogens: 0.8864, pregnancy: 0.9499). After removing the sentences on which reviewers did not agree, we compared the reviewers' labels to those produced via our methodology, again using Cohen's kappa (menstruation: 1, sexual activity: 1, contraception: 0.9885, folic acid: 1, teratogens: 0.9841, pregnancy: 0.9871).

CONCLUSION

Our methodology is reproducible, enables analysis of large amounts of text, and has produced results that are highly comparable to subject matter expert manual review.

Co-production of online educational resources for adolescent and young adult females with epilepsy

OBJECTIVE

To develop online patient education materials about epilepsy for adolescent and young adult females with epilepsy through co-production in partnership with patients, parents or caregivers, and multi-disciplinary healthcare providers who care for this population.

METHODS

We recruited participants from Western/Central Pennsylvania, comprised of females with epilepsy ages 18-26 or parents of children with epilepsy ages 12-26. Healthcare providers who participated in the study were recruited nationally from disciplines of pediatric epilepsy, adult epilepsy, women's neurology, and adolescent medicine. We held three series of meetings to create the online materials from July to August 2021.

RESULTS

Five adolescent and young adult females with epilepsy (ages 18-26, median age 22) and two parents of children with epilepsy were recruited and participated in meetings. The physician group was comprised of two adolescent medicine physicians, one adult neurologist with a specialization in women's neurology, one adult epileptologist, and one pediatric epileptologist. All participants were female. Several sets of meetings were held, which involved the creation of an empathy map to evaluate the needs and desires of our participants, topic list development, and specific content and formatting recommendations. After these meetings, content was created for the online materials and published on the Center for Young Women's Health (CYWH) website.

CONCLUSION

Our team utilized co-production with a diverse group of partners to create educational materials that met the interests of adolescent and young adult females with epilepsy. This is a structured and reproducible methodology that could inform future educational intervention development in epilepsy.

A retrospective textual analysis of sexual and reproductive health counseling for adolescent and young adult people with epilepsy of gestational capacity

Rationale The American Academy of Neurology (AAN) recommends annual sexual and reproductive health (SRH) counseling for all people with epilepsy of gestational capacity (PWEGC). Child neurologists report discussing SRH concerns infrequently with adolescents. Limited research exists regarding documentation of such counseling.

METHODS

We retrospectively studied clinical notes using natural language processing to investigate child neurologists' documentation of SRH counseling for adolescent and young adult PWEGC. We segmented notes into sentences and evaluated for references to menstruation, sexual activity, contraception, folic acid, teratogens, and pregnancy. We developed training sets in a labeling application and used machine learning to identify additional counseling instances. We repeated this iteratively until we identified no new relevant sentences. We validated results using external reviewers; after removing sentences reviewers disagreed on (n = 13/400), we calculated Cohen's kappa values between the model and reviewers (>0.98 for all categories). We evaluated labeled texts for each patient per calendar year with descriptive statistics and logistic regression, adjusting for race/ethnicity, age, and teratogen use.

RESULTS

Data comprised 971 PWEGC age 13-21 years with 2277 patient-years and 3663 outpatient child neurology notes. Nearly half of patient-years lacked SRH counseling documentation (49.1%). Among all patients, 38.0% never had SRH counseling documented. Documentation was present regarding menstruation in 26.7% of patient-years, folic acid in 25.0%, contraception in 21.9%, pregnancy in 3.5%, teratogens in 3.0%, and sexual activity in 1.8%. Documentation regarding menstruation and contraception was associated with prescription of antiseizure medications that have a higher risk of teratogenic effects (OR = 1.27, p = 0.020, 95% CI = [1.04,1.54]; OR = 1.27, p = 0.027, 95% CI = [1.03,1.58]). Documentation regarding contraception, folic acid, and sexual activity was increased among older patients (OR = 1.28, p < 0.001, 95% CI = [1.21,1.35]; OR = 1.26, p < 0.001, 95% CI = [1.19,1.32]; OR = 1.26, p = 0.004, 95% CI = [1.08,1.47]). Documentation regarding sexual activity was decreased among patients identifying as White/Non-Hispanic (OR = 0.39, p = 0.007, 95% CI = [0.20,0.78]).

CONCLUSION

Child neurologists counsel PWEGC on SRH less frequently than recommended by the AAN based on documentation.

Construction of nursing-sensitive quality indicators for epilepsy in China: A Delphi consensus study

OBJECTIVE

The quality and safety of epilepsy care are of great importance because seizures are unpredictable. The aim of this study was to develop a set of nursing-sensitive quality indicators (NSQIs) for assessing and improving the quality of epilepsy nursing care in China.

METHODS

An international literature review, a cross-sectional survey and a qualitative study were conducted to identify candidate NSQIs for epilepsy care and compile a questionnaire. Then, two rounds of electronic Delphi studies were conducted with a panel of 27 independent experts to identify the final NSQIs for epilepsy.

RESULTS

Thirty-nine candidate NSQIs were extracted for the Delphi process. The recovery rates in the first and second rounds of expert consultations were 92.6% and 96.2%, respectively. The experts' authority coefficients of the two rounds were 0.876 and 0.878, respectively. The Kendall W value of the two rounds ranged between 0.094 and 0.200 (p<0.001). Eight structure indicators, 9 process indicators and 7 outcome indicators that represented the following three domains were included in the set of NSQIs for epilepsy: nursing resource allocation, implementation of nursing care, and outcomes of patients with epilepsy.

CONCLUSION

These NSQIs for epilepsy provide a primary foundation for monitoring and improving the quality of epilepsy nursing care in China. However, the effects of these indicators on improvements in epilepsy care and outcomes in patients need to be verified in clinical practice.