Skip to main content

Time Shifting Emergency Department Demand

Om Malek, posting on GigaOM, has an interesting article on a startup which time shifts power consumption of appliances attached to its smart grid system from peak hours to off-peak hours. Unused energy is sold back to a local grid operator, creating revenue, which is shared with the customer.

Managing Emergency Department volume is surprisingly similar to managing electricity demand. There are massive fluctuations in demand at different hours of the day. Both require massive amounts of infrastructure in order to manage peak demand. Both systems have a potential for life threatening consequences if peak demand is not met. Peak demand is affected by weather and day of the week (well documented in ED literature).

In addition to the obvious similarities listed above, what is most important is that total demand is determined by the sum of independent events, which are often convenience choices by consumers: "turn on dishwasher now or in an hour", "go to the ER now for my cough or wait until the morning."

The inherent complexity of managing ED patients makes managing ED volume even more challenging than managing electricity consumption. Whereas electricity use is either "on" or "off", and all the consumer needs is either more or less of one resource, each ED patient may require a multitude of different resources, some very scarce or hard or expensive to perform concurrently, such as ultrasound or CT scan.

And when dealing with complex systems, it is well documented that efficiency often declines dramatically once capacity reaches 70-80% of total maximum capacity.

Therefore, it becomes even *more* imperative for EDs to employ techniques to reduce demand during peak hours, just as power companies are learning to do the same with electricity demand. It is *not* sufficient to just "call in the on-call doctor", because ED patients require more than just a doctor; they require nurses, techs secretaries, beds, x-ray techs, etc. Unless you are calling in additional ancillary staff, your additional doctor is most likely not going to be very efficient. The concept is "don't spend money on increasing infrastructure to meet peak demand; rather, spend resources on smoothing out demand.".

Although we discharge ~80% of our patients, not all of those discharged should have their care delayed (e.g. acute fractures). However, every ED provider will attest to the vast number of patients whom we treat who could have been safely managed either several hours earlier or later.

This leads us to the obvious point: in this era of growing disruptive innovations in healthcare, it is time to develop ways to reduce peak demand on emergency departments. Companies which can assist patients in seeking non-ED based solutions for their medical care, or can safely redirect non-emergent ED patients to return during non-peak hours, will have great demand for their services.

Comments

Popular posts from this blog

IEEPA Tariff Refund Checklist (2026): How U.S. Importers Can Recover Duties Without Missing Deadlines

 If your company paid IEEPA-related import duties in 2025–2026, the biggest risk right now is not “whether refunds exist.” The biggest risk is operational: teams miss filing windows, submit incomplete data, or assume refunds are automatic. They’re not. Recent legal and agency developments created meaningful refund opportunities for many importers. But recovery still depends on entry-level details, liquidation posture, and execution quality. This guide gives you a practical, deadline-first checklist to maximize recoverable dollars while minimizing avoidable errors. Important: This article is informational and not legal advice. Why this matters now Three facts can all be true at once: The Supreme Court changed the legal landscape for IEEPA tariffs. CBP is operationalizing refunds through staged systems and rules. Importers can still lose rights if they wait too long or file the wrong pathway. In plain English: the legal headline helped, but workflow discipline still de...

DisabilityProAI: Faster, Defensible Medical Record Summaries for Disability Cases

 If you’ve ever tried to prep a Social Security Disability (SSD/SSI) or long-term disability case with tens of thousands of pages of medical records, you know the grind: clunky PDFs, handwriting, labs and imaging in odd formats, and a mountain of data that must be accurate, complete, and cited to the page. That’s why we built DisabilityProAI . Below is a plain-English overview you can share with your team or clients: what it is, who it’s for, and how it solves the most painful parts of disability case prep—at scale. What is DisabilityProAI? DisabilityProAI is an AI-powered platform purpose-built for disability attorneys, hearing representatives, paralegals, and case managers . It ingests massive medical record sets (well over 500 MB) , performs high-quality OCR that preserves tables, forms, and handwriting structure , and produces accurate, page-specific, citation-rich summaries you can trust. It also lets you chat with the documents —ask follow-up questions, trace where f...

Travel CME for Physicians, NPs, PAs, and other clinicians

Travel CME, Anywhere–Anytime: ClinX Mini Healthcare MBA Built for Travel If you’re planning holiday travel or a spring getaway, you can turn downtime into accredited learning with Travel CME —and ClinX Academy’s Mini Healthcare MBA makes it unusually easy to do it anywhere, anytime . Below is a quick guide to how it works, what you’ll learn, and why we think ClinX Travel CME — Anytime, Anywhere belongs on your shortlist. What is “Travel CME” and how does ClinX handle it? Travel CME simply means earning CME while you’re away from home. ClinX delivers its Mini Healthcare MBA as a self‑paced, enduring activity you can complete on flights, in hotel lounges, or between adventures— in text and audiobook/podcast formats . That mobile‑first design is what lets you truly learn on the go.  Up to 35 AMA PRA Category 1 Credits™ through joint providership with Oakstone Publishing (ACCME‑accredited). Self‑paced modules + audio/podcast versions for frictionless travel learning. Perpetu...