Do You Know Your COVID-19 Colors?

Harvard University's Global Health Insititute and Edmond J. Safra Center for Ethics have launched a new online tool for planners, policy makers, and the public to determine the severity of the coronavirus outbreak in one's county and state.

4 minute read

July 29, 2020, 10:00 AM PDT

By Irvin Dawid


Epdemiology

Mary at T-Comms / Shutterstock

"The public needs clear and consistent information about COVID risk levels in different jurisdictions for personal decision-making, and policy-makers need clear and consistent visibility that permits differentiating policy across jurisdictions," explains Danielle Allen, director of the Edmond J. Safra Center for Ethics at Harvard University.  “We also collectively need to keep focused on what should be our main target: a path to near zero case incidence.” 

"A path to zero" should have resonance with Planetizen readers familiar with mitigation strategies to reduce greenhouse gas emissions to fight climate change. Harvard has applied the terminology to the pandemic – coronavirus case incidence, as measured in new cases determined by diagnostic testing, per 100,000 people, using a seven day rolling average, needs to be reduced as much as possible to suppress COVID-19.

The new "zero" or "near zero" is appropriately colored green that communities should strive for in order to reduce the risk of infection to the greatest extent possible.

The new framework brings clarity to metrics that help communities determine the severity of the outbreak they are responding to. A new COVID Risk Level map shows if a county or state is on the green, yellow, orange or red risk level, based on the number of new daily cases. The framework then delivers broad guidance on the intensity of control efforts needed based on these COVID risk levels. It offers key performance indicators for testing and contact tracing across all risk levels, as a backbone for suppression efforts.

To familiarize yourself with the purpose and function of the risk map, I recommend a 3-minute listen to NPR's introduction to the new tool which was unveiled on July 1 by a "convergence group" that includes the Rockefeller FoundationCovidActNowCovid-Local, and the Center for Infectious Disease Research and Policy at the University of Minnesota.

Allison Aubrey and Carmel Wroth, correspondents for NPR News, write:

For the public, this means you can now compare the case incidence where you live to that of, say, a nearby county where you're considering going on an errand. Or the county where your parents live if you're considering a visit. It gives you a way to assess your community's risk level compared to others, at a glance, and modify your behavior accordingly.

For policy-makers, the risk levels are meant to signal the intensity of the effort needed to control COVID-19 and to trigger specific interventions. The collaborative released guidance for how state and local leaders should manage their response, depending on their risk level.

An example

Checking on my county and state on July 27, I see that San Mateo, California, is at orange level (as is the entire Bay Area) with 10.4 new daily new cases per 100k people (7-day moving average), while neighboring Santa Cruz County is yellow, with 6.6 daily new cases. Only AlpineSierra, and Modoc counties, the three least-populated in the state, are green, on the path to containment.

"At orange levels, community spread has accelerated and is at dangerous levels," states the framework document, "Key Metrics for COVID Suppression" [pdf]. Stay- at-home orders are advised, unless viral testing and contact tracing capacity are implementable at levels meeting surge indicator standards," are indicated under "Intensity of Control Effort Needed" in the color-coded table on top of page 3 of  for orange level counties.

Two other metrics, in addition to diagnostic testing, are used to determine case incidence:

  • "Metric 2: Case trend as an estimate from new deaths trend: New daily deaths per 100k pop * 100 (assuming 1% [infection fatality rate] IFR) (seven day rolling average); + trend direction and rate 
  • "Metric 3: New daily hospitalizations per 100k pop (seven day rolling average); + trend direction and rate"

Finally, Danielle Allen was featured in the July 1 Politico Magazine. In some ways, she sounds a bit like Anthony Fauci, the nation's top epidemiologist, in a recent post. "If you think the coronavirus pandemic is simply a health crisis, or a crisis of leadership in Washington, it’s time to wake up," writes Zack Stanton.

This moment is nothing less than an “existential crisis” that will reshape American society, says Danielle Allen, head of Harvard’s Safra Center for Ethics and co-author of the university’s “Roadmap to Pandemic Resilience [pdf].” “It is a moment where societies are forced to answer the question of who they are. And I think [the U.S.] didn’t answer that question terribly well."

Related in Planetizen:

Wednesday, July 1, 2020 in Edmond J. Safra Center for Ethics

portrait of professional woman

I love the variety of courses, many practical, and all richly illustrated. They have inspired many ideas that I've applied in practice, and in my own teaching. Mary G., Urban Planner

I love the variety of courses, many practical, and all richly illustrated. They have inspired many ideas that I've applied in practice, and in my own teaching.

Mary G., Urban Planner

Get top-rated, practical training

Large Walmart store with empty parking lot.

How Smaller Supermarkets Could Transform American Communities

Bigger is not always better.

January 2, 2025 - Marcelo Remond

Large brutalist building and skyscrapers viewed from middle of wide street in downtown Houston, Texas.

Research Links Urban Design and Human Happiness

An emerging field of ‘neuroarchitectural’ research is revealing how building facades and urban design impact the human brain and body.

January 3, 2025 - Wired

Pedestrians in a busy city intersection with a cirty bus passing behind them.

Save Lives on Our Roads Using the Safe System Approach

Prioritizing safety and committing to the SSA framework can make a big impact in the effort to reduce traffic fatalities.

January 1, 2025 - Beth Wemple

Large trees on either side of wide suburban street.

How AI Is Revolutionizing Urban Forestry and Climate Resilience

Tree-D Fusion, an AI-driven tool developed by MIT and Purdue researchers, generates 3D models of urban trees to help city planners visualize future green spaces, address climate challenges, and enhance urban livability and sustainability.

January 13 - Wood Central

Sun seen through red wildfire sky and smoke.

Key Climate and Health Issues to Watch in 2025

The escalating health impacts of climate change, from extreme heat to sea level rise, highlight the urgent need for integrated medical education, proactive communication, and sustainable policy solutions to protect public health.

January 13 - Association of Health Care Journalists

"Danger Extreme Fire Hazard" sign on street sign post below "No Parking" sign.

Rising Temperatures and the Escalating Wildfire Crisis

Rising global temperatures driven by climate change are intensifying and prolonging wildfire seasons worldwide, necessitating improved forest management, public awareness, and urgent action to reduce fossil fuel emissions.

January 12 - DW.com

Urban Design for Planners 1: Software Tools

This six-course series explores essential urban design concepts using open source software and equips planners with the tools they need to participate fully in the urban design process.

Planning for Universal Design

Learn the tools for implementing Universal Design in planning regulations.