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HIE of One

HIE of One is a computer science topic covered in the lgStudy science library. This page brings together a partial reference excerpt, illustrations, worked examples, real-world applications and a short study plan, so you can understand HIE of One rather than just read about it. In short: HIE of One is a free software project that develops tools for patients to manage their own health records. HIE stands for Health Information Exchange, an electronic network for sharing health information across different organizations, hospitals, providers, and patients.

Key takeaways

  • HIE of One belongs to computer science; place it in that map before memorising details.
  • Learn the definition first, then one example that makes the definition concrete.
  • Connect HIE of One to a quantity you can measure, compute or draw — that is where exam questions come from.
  • Reproduce the core statement of HIE of One from memory before moving on to harder problems.

Reference excerpt

HIE of One is a free software project that develops tools for patients to manage their own health records. HIE stands for Health Information Exchange, an electronic network for sharing health information across different organizations, hospitals, providers, and patients. It is one of a growing number of tools for encrypted data exchange within the healthcare sector. Journalist Doc Searls claims that a major structural problem with health care in the United States is that it is paid for by insurance companies and not patients, robbing patients of the power they would normally have as customers in a free market. Searls writes: “The best approach I have seen so far to this challenge is HIE of One, a project of two MDs, Adrian Gropper and Michael Chen.” He notes that HIE of One provides a patient-centered toolkit built around open source software and open data exchange standards. Prof. Phillip Windley, former Chief Information Officer of the State of Utah, noted the positive impact that HIE of One could have on privacy and consent. A proposal for using HIE of One in conjunction with blockchain technology, was reviewed by the US Office of the National Coordinator (ONC), which awarded it for being innovative, viable, and significant. The project rests on the premise that patients should authorize the sharing of their health data, instead of leaving these decisions up to hospitals and other healthcare providers who offer generic and opaque disclosure forms. The elements of sharing health data can be broken down into storage, authorization, and transmission. HIE of One has decentralization solutions for each of these elements and provides an open platform on which far more capabilities can be built, such as decision support, analytics, public health efforts, and coordinated health care.

Background and name For most of their medical histories, doctors shared minimal information about patients. Before the computer age, a doctor might have a phone conversation with a specialist before sending over a patient or send a few pages of a Continuity of Care Document (CCD) to the next healthcare provider or nursing facility. Many important aspects of treatment were dropped along the way, leading to suboptimal outcomes and duplication of work. The advent of electronic records theoretically enabled much better care coordination, and the field of health information exchange (HIE) grew up around electronic records. Data sharing currently revolves around large, expensive organizations called Health Information Exchanges and industry-led efforts such as CommonWell. However, such data exchanges have made slow progress, as found in a literature survey by the Agency for Healthcare Research and Quality. Studies cited by that survey found the HIEs hard to use. An official 2016 government study found uneven progress, with a few states succeeding and many lagging. HIE of One, in contrast, dispenses with these middlemen by allowing each patient to direct the data flow using an automated policy-driven authorization server. Data sharing is carried out through protocols run by the patient and the people to whom she wishes to grant access (doctors, clinical researchers, family members, etc.). OpenID HEART project developed the protocols forming the basis of HIE of One. HEART grew out of a pair of meetings at the MIT Media Lab in 2014 designed to charter work on adding a healthcare-specific authorization layer to a RESTful API. Once the scope and charter were defined, the workgroup began under the rules of the OpenID Foundation, with industry and government representatives as co-chairs.

Storage HIE of One's success relies on moving patient data sharing from doctors' offices to patient authorization servers. Most patients use cloud computing for robust data backup and security. However, authorization servers can also be on a stand-alone computer or dedicated appliance at the patient's home, such as a FreedomBox.

Authorization Patient control over access to her own data is the central goal of HIE of One, so authorization is the key feature. HIE of One employs standard technologies, including the OpenID OAuth and OpenID Connect standards, and User-Managed Access (UMA) from the Kantara Initiative. Both the patient and the person requesting access to the data authenticate and provide an identity. The patient delegates control over personal data held by a hospital system or other resource server using a typical OAuth flow. The requesting party authenticates and provides identity claims to the HIE of One authorization server specified by the patient. The HIE of the One authorization server can accept direct login (username/password or multi-factor), federated identity, and even self-sovereign identity.

Transmission HIE of One theoretically can use any RESTful (Representational state transfer) standard available for data transmission, as long as it is controlled by a supported authorization standard such as OAuth2. Fast Healthcare Interoperability Resources (FHIR) is emerging as the healthcare industry's choice for formatting data and transmitting it over the Web.

References

Worked examples

Example 1 — a first encounter with HIE of One

Start with the simplest possible case. Write down what HIE of One claims or describes in one sentence, then invent the smallest concrete situation in which that sentence is true. In computer science, the smallest case is usually a single object, a single equation or a single measurement. Check that every symbol or term in your sentence has a meaning in that case.

Example 2 — changing one variable

Take the situation from Example 1 and change exactly one quantity: double it, halve it, or set it to zero. Predict what should happen to HIE of One before you calculate. Comparing your prediction with the result is the fastest way to find out whether you understand the idea or only the words.

Example 3 — an exam-style question

Typical questions about HIE of One ask you to (a) state it precisely, (b) apply it to given data, and (c) explain a limitation. Practise writing all three answers in under five minutes; the third part is what separates a full-mark answer from an average one.

Applications of HIE of One

In research
HIE of One appears in computer science research whenever the underlying quantities have to be modelled precisely. Papers usually cite it as a starting assumption and then explore where it breaks down.
In technology and industry
Engineering practice reuses HIE of One in design rules, simulations and safety margins. Knowing the idea lets you read a specification sheet and understand why the numbers look the way they do.
In the classroom
HIE of One is common in secondary-school and first-year university syllabi. It links to neighbouring topics Health software, so understanding it makes those chapters shorter.
In everyday life
Look for HIE of One outside the textbook — in sport, cooking, traffic, electronics or the sky above you. An example you found yourself is remembered far longer than one you were given.

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How to study HIE of One in 20 minutes

  1. Read the reference excerpt below once, without taking notes.
  2. Close the page and write down what HIE of One means in your own words.
  3. Compare your version with the excerpt and mark what you missed.
  4. Work through the three examples above with pen and paper.
  5. Explain HIE of One out loud to somebody else — or to Teacher Smith in the lgStudy chat.

Frequently asked questions

What is HIE of One in simple terms?

HIE of One is a free software project that develops tools for patients to manage their own health records. HIE stands for Health Information Exchange, an electronic network for sharing health information across different organizations, hospitals, providers, and patients.

Why does HIE of One matter?

Because it connects several computer science ideas at once: it gives you a definition you can apply, a quantity you can calculate, and a way to check whether a result is plausible.

How should I study HIE of One?

Read the excerpt, restate it from memory, then work through the examples and applications listed on this page. The five-step study plan above takes about twenty minutes.

What does this page cover?

It gives you a compact reference excerpt plus original lgStudy explanations, examples, applications and study material on HIE of One.

Tags

  • Health software

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