Data sources

What healthcare sources do we read?

Our monitoring solution aggregates continuous structured data from leading sources such as PubMed, ClinicalTrials.gov, JAMA Network, The Lancet, and Health Affairs. These sources provide critical insights into emerging clinical best practices, evidence-based guidelines, and value-based care model outcomes. By tracking data across 12 sources, we ensure that you have access to the most relevant and up-to-date research in the healthcare sector.

National Institutes of Health National Institutes of Health JAMA Network ClinicalTrials

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Structured dataset

What it finds

What healthcare data does it find?

The normalized dataset includes essential columns such as ID, Source, Title, Study Type, Population, Primary Outcome, Effect Size, Cost Estimate, Status, and Last Updated. This structured data allows for comprehensive analysis and understanding of clinical innovations and outcomes. Each entry provides valuable context that aids in decision-making for healthcare professionals.

Source

Title

Study Type

Population

Primary Outcome

Effect Size

Cost Estimate

Status

Analysis

Understanding the healthcare dataset

Our dashboard features 12 insightful widgets designed to visualize key metrics. You can monitor Total Clinical Guidelines Retrieved and Total Research Articles Analyzed, while also exploring trends with the Emerging Best Practices Over Time line chart. The Top 5 Sources for Clinical Guidelines bar chart and the Distribution of Guidelines by Specialty donut chart provide quick insights into the most relevant data for your needs.

When do we get healthcare alerts?

Stay informed with our enabled alert rule, which ensures you receive timely updates on the latest clinical guidelines and research findings. This feature is crucial for healthcare professionals who need to act quickly on emerging evidence. You can customize how and when you receive notifications to suit your workflow.

View alert setup →

Where does healthcare data go?

Our monitoring solution seamlessly integrates with popular platforms, including API, BigQuery, and Email, allowing you to access and utilize the data effectively. With these integrations, you can streamline your workflow and ensure that critical insights are readily available for analysis and reporting. This capability enhances your ability to implement evidence-based practices in your organization.

API BigQuery Email

FAQ

Frequently asked questions

Is Jsonify just a web scraping tool?

No. Jsonify delivers structured market intelligence, not raw HTML. The platform extracts, normalizes, and analyzes public data to produce clean, typed datasets ready for analysis.

How often is the data updated?

Update cadence depends on the monitoring workflow. Most use cases refresh daily or weekly. Alerts can be triggered in near-real-time when significant changes are detected.

What sources are covered for this use case?

Where does the extracted data go?

Can I customize which data fields are extracted?

Yes. Every Jsonify deployment is configured to your specific requirements. You define which signals, fields, and geographies matter, and the pipeline is built around those parameters.

Related monitoring scenarios

Continuous clinical insights from journals and competitors

What healthcare sources do we read?

What healthcare data does it find?

Understanding the healthcare dataset

Frequently asked questions

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Ready to monitor this data?