Observed Signal · Oct 1, 2026 · Market Signal · Source: Greenway Health · Impact: 2/5
Strength in Data Exchange Standards: An Executive Guide to Health Information Exchange and Interoperability
Greenway Health published a new resource: 'Strength in Data Exchange Standards: An Executive Guide to Health Information Exchange and Interoperability'.
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Unify Personal Health Data with Apache Hop Pipeline
This technical guide shows how to build a unified personal health data pipeline using Apache Hop as the orchestration layer, PostgreSQL 16 as a centralized warehouse, and Apache Superset for visualization. The article walks through a Docker Compose environment, Hop pipeline design for ingesting JSON/XML/CSV from sources like Apple Health, Garmin, and MyFitnessPal, schema normalization, deduplication strategies (e.g., Merge Rows / Unique Rows), and a sample SQL schema for a fact table. It also highlights scaling concerns such as late-arriving data and schema evolution and links to additional WellAlly Tech resources for production-grade data engineering patterns.
The hidden cost of manual work in ambulatory care
New thought leadership article published on September 16, 2026, discussing the hidden costs of manual work in ambulatory care.
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