Problem

While digitizing healthcare has led to many advancements, it has also created a new problem: the 5W's (+ 1) of data.

1. Who provided it?
2. What circumstances was it captured under?
3. When was it captured?
4. Where did it come from?
5. Why was it captured?
6. And How (+ 1) has it been transformed since?

Governance addresses these issues, but it also increases complexities, hinders decision-making opportunities stemming from secure medical IoT device connectivity, secondary data use, and genomic data integration to provide real-world evidence and handicaps innovation.

Solution

Technical

Dynamic Data Economy (DDE) Solution to the 5Ws +1 Problem in Healthcare Digitization

Who provided it?

Solution: DDE leverages Decentralized Identifiers (DIDs) and Verifiable Credentials (VCs) to ensure that the identity of the data provider is securely and immutably recorded. This allows for clear attribution and accountability, ensuring that the source of the data is always known and verifiable.

What circumstances was it captured under?

Solution: DDE uses Authentic Chained Data Containers (ACDCs) to encapsulate data along with its context, including the circumstances under which it was captured. This metadata is securely linked to the data, providing a comprehensive record of the conditions and parameters of data capture.

When was it captured?

Solution: The Key Event Receipt Infrastructure (KERI) within DDE ensures that every data capture event is timestamped and recorded in an immutable ledger. This provides a reliable and tamper-proof timeline of when the data was captured.

Where did it come from?

Solution: DDE's distributed ledger technology (DLT) records the provenance of data, ensuring that the origin of the data is traceable. This is crucial for maintaining the integrity and trustworthiness of the data, especially in a healthcare context.

Why was it captured?

Solution: DDE incorporates purpose-driven data capture policies that are governed by distributed governance frameworks. These policies ensure that the reasons for data capture are documented and aligned with ethical and legal standards, providing transparency and accountability.

How has it been transformed since?

Solution: DDE employs a robust data lineage tracking mechanism that records every transformation, processing, and access event related to the data. This ensures that any changes to the data are transparent and traceable, maintaining the integrity and reliability of the data over time.

Governance and Innovation Balance

Solution: DDE's distributed governance model allows for flexible and adaptive policy enforcement that can be tailored to specific use cases without stifling innovation. By decentralizing governance, DDE enables a more dynamic and responsive regulatory environment that can keep pace with technological advancements while ensuring data security and privacy.

Enhanced Medical and Ethical Decision-Making

Solution: DDE facilitates secure medical IoT device connectivity, secondary data use, and genomic data integration by providing a trusted and interoperable data ecosystem. This enables the seamless sharing and utilization of data across different stakeholders, enhancing medical and ethical decision-making opportunities. The secure and transparent nature of DDE ensures that data can be used to provide real-world evidence without compromising privacy or security.

In summary, DDE addresses the5Ws +1 problem by providing a secure, transparent, and accountable data ecosystem that balances governance with innovation, thereby enhancing the potential for advanced medical and ethical decision-making.

Business

Dynamic Data Economy (DDE) Solution to the 5Ws +1 Problem in Healthcare Digitization

Who provided it?

Solution: DDE ensures that the identity of the data provider is always known and verifiable. This means you can always trust where the data came from and who provided it.

What circumstances was it captured under?

Solution: DDE keeps a detailed record of the conditions and context in which the data was captured. This helps in understanding the environment and circumstances surrounding the data collection.

When was it captured?

Solution: DDE timestamps every data capture event, providing a reliable and unchangeable timeline of when the data was collected. This ensures you always know the exact time the data was captured.

Where did it come from?

Solution: DDE tracks the origin of the data, ensuring that its source is always traceable. This is crucial for maintaining the integrity and trustworthiness of the data.

Why was it captured?

Solution: DDE documents the reasons for data capture, ensuring that the purpose is clear and aligned with ethical and legal standards. This provides transparency and accountability.

How has it been transformed since?

Solution: DDE records every change and processing event related to the data. This ensures that any modifications to the data are transparent and traceable, maintaining its integrity over time.

Governance and Innovation Balance

Solution: DDE allows for flexible and adaptive policy enforcement that can be tailored to specific needs without stifling innovation. This means you can have robust governance while still fostering technological advancements.

Enhanced Medical and Ethical Decision-Making

Solution: DDE facilitates secure connectivity of medical devices, secondary use of data, and integration of genomic data. This enables seamless sharing and utilization of data across different stakeholders, enhancing medical and ethical decision-making opportunities. The secure and transparent nature of DDE ensures that data can be used to provide real-world evidence without compromising privacy or security.

In summary, DDE addresses the5Ws +1 problem by providing a secure, transparent, and accountable data ecosystem that balances governance with innovation, thereby enhancing the potential for advanced medical and ethical decision-making.

Abbreviated (1564 characters)

Dynamic Data Economy (DDE) Solution to the 5Ws +1 Problem in Healthcare Digitization

• Who provided it?: DDE ensures the identity of the data provider is always known and verifiable.
• What circumstances was it captured under? DDE keeps a detailed record of the conditions and context in which the data was captured.
• When was it captured? DDE timestamps every data capture event, providing a reliable timeline.
• Where did it come from? DDE tracks the data's origin, ensuring its source is always traceable.
• Why was it captured?DDE documents the reasons for data capture, ensuring clarity and alignment with ethical and legal standards.
• How has it been transformed since? DDE records every change and processing event related to the data, ensuring transparency and traceability.
• Governance and Innovation Balance: DDE allows for flexible and adaptive policy enforcement without stifling innovation.
• Enhanced Medical and Ethical Decision-Making:
  • DDE facilitates secure connectivity of medical devices, secondary use of data, and integration of genomic data.
  • Enables seamless sharing and utilization of data across stakeholders.
  • Enhances medical and ethical decision-making opportunities.
  • Ensures data can be used to provide real-world evidence without compromising privacy or security.

The Dynamic Data Economy (DDE) provides a secure, transparent, and accountable data ecosystem that balances governance with innovation, enhancing advanced medical and ethical decision-making and incentivization.