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Beyond the Biomedical Model: A Modified Delphi Study for Developing and Validating a Holistic Minimum Data Set for a Student Electronic Personal Health Record

This study utilized a modified Delphi approach to validate a holistic minimum data set comprising 144 data elements and 22 technical components for a student electronic personal health record, moving beyond the biomedical model to encompass diverse health domains including mental, spiritual, and social well-being.

Original authors: Ahmadreza Shamsabadi, Fateme Molaalinejad, Kowsar Qaderi

Published 2026-09-16
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Original authors: Ahmadreza Shamsabadi, Fateme Molaalinejad, Kowsar Qaderi

Original paper licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). ✨ This is an AI-generated explanation of the paper below. It is not written or endorsed by the authors. For technical accuracy, refer to the original paper. Read full disclaimer

Every child spends a large portion of their waking hours in a classroom, surrounded by peers, teachers, and shared spaces. In these communal environments, the simple act of washing hands, the quality of sleep at night, and the food eaten at lunch are not just daily habits; they are the building blocks of health. When these habits falter, the consequences ripple outward, affecting a student's ability to concentrate, their attendance, and their long-term well-being. For decades, schools have tracked basic health information, often on paper forms that capture a snapshot of a student's physical state at a single moment. However, health is not a static picture but a moving story that includes mental resilience, spiritual grounding, and social connections. As schools increasingly turn to digital tools to manage student well-being, a critical question arises: what exactly should these digital records contain to be truly useful? If the data collected is incomplete or poorly organized, the system becomes a hollow shell, unable to guide families or educators in fostering a healthier generation.

A team of researchers set out to answer this question by designing a comprehensive blueprint for a student electronic personal health record. Their goal was to move beyond the traditional focus on physical symptoms and illnesses, creating a system that captures the full spectrum of a student's life. To do this, they did not rely on guesswork or a single expert's opinion. Instead, they gathered a diverse group of specialists, including health educators, school officials, psychologists, and technical experts in medical data systems. These experts worked together to review existing records, study current guidelines, and debate what information was truly essential. They began with a long list of potential data points, ranging from a student's name and birth date to their sleep patterns and spiritual outlook. Through a rigorous process of discussion and voting, the group whittled this list down to a final, agreed-upon set of requirements.

The result of this collaboration is a detailed framework that defines exactly what a modern student health record should look like. The researchers identified 144 specific pieces of information that should be tracked, organized into twelve distinct areas of a student's life. These areas go far beyond the usual medical checkups. They include standard demographic details like age and family structure, but they also delve deeply into physical and physiological health, tracking everything from vaccination history to the health of the respiratory and digestive systems. Crucially, the framework places significant weight on mental health, requiring records of anxiety, depression, and self-harm thoughts, acknowledging that these are as vital as physical injuries. The researchers also made a notable decision to include spiritual health as a separate category, tracking a student's sense of purpose, hope for the future, and inner peace, recognizing that these intangible factors play a real role in overall well-being.

The approved data set also captures the daily rhythms of a student's life. It includes detailed questions about nutrition, such as what they eat for breakfast and how much sugar they consume, as well as their sleep habits, recording not just how long they sleep but whether they grind their teeth or wake up in terror. Social health is another pillar, with experts insisting on tracking how well a student gets along with peers and adults, their level of self-confidence, and their participation in group activities. Even the physical environment of the school itself is part of the record, with fields for data on classroom density, the condition of restrooms, and the availability of soap and water. The researchers also ensured that the system would be robust enough to handle real-world use, approving 22 technical features that ensure the data is secure, private, and easy to access for those who need it, such as parents and school nurses.

Despite the thoroughness of this new framework, the researchers are careful to note that this is a starting point, not a finished product. The work they completed was a validation of the ideas and the structure of the record, confirmed by the consensus of experts. They have not yet tested how this system works in a real school, how easy it is for teachers to use, or whether it actually improves student health outcomes. The framework provides a solid, evidence-based foundation for building these digital tools, ensuring that if schools decide to adopt them, they will be collecting the right kind of information. By expanding the definition of health to include the mind, the spirit, and the social world, this study offers a path toward a more holistic understanding of the children in our care, moving past the old way of seeing health as merely the absence of disease.

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