Research methodology

Research methodology

Methodology Overview

EpiLinked is an observational, community-driven data collection platform focused on epilepsy treatment and pregnancy outcomes. The platform gathers structured, self-reported data contributed voluntarily by individuals with lived experience.

Study Design

  • Type of data

    Data collected on EpiLinked are self-reported and descriptive in nature. The platform does not intervene, randomize, or assign treatments.

  • Study model

    The dataset represents an open, continuously growing observational cohort without predefined inclusion or exclusion criteria beyond user consent.

  • Temporal scope

    Entries may be submitted during pregnancy or retrospectively after pregnancy has concluded.

Data Collection

  • Data sources

    All data are provided directly by users through structured forms, optionally supplemented with free-text comments.

  • Collected variables

    Variables may include medications, dosages, treatment changes, seizure frequency, pregnancy course, pregnancy outcomes, and contextual comments.

  • Data validation

    No external validation or medical record verification is performed. Entries reflect the participant’s own understanding and recollection.

Participation & Consent

  • Voluntary participation

    Participation is entirely voluntary. Users may choose how much information to share and may stop participating at any time.

  • Informed awareness

    Before submitting data, users are informed that entries are public, descriptive, and not medical advice.

Data Use & Analysis

  • Primary purpose

    The primary purpose of data collection is to support community knowledge-sharing and exploratory analysis of real-world experiences.

  • Analytical approach

    Analyses are descriptive and exploratory. Aggregated statistics may be generated to identify patterns or trends but do not imply causation.

  • Research use

    Aggregated and anonymized data may be used for research, educational content, or collaboration with academic or medical institutions.

Limitations

  • Self-report bias

    Data may be affected by recall bias, reporting bias, and incomplete information.

  • Selection bias

    Participation is self-selected and may not be representative of the broader population of people with epilepsy.

  • Non-clinical dataset

    The dataset is not designed to replace clinical studies or registries and should be interpreted accordingly.

Ethical Considerations

EpiLinked does not provide medical advice or treatment recommendations. Users are encouraged to consult qualified healthcare professionals for clinical decisions.