Article

The Math of Reopening: Looking into Ohio’s COVID-19 Testing and Mortality Numbers

Community Solutions Team
Transforming data into progress
Additional Contributors
No items found.
April 30, 2020
Read time:
Download Fact Sheets
Register now
Share this resource
Subscribe to our Newsletter
By subscribing you agree to with our Privacy Policy.
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
Download this as a PDF

The United States now leads the world in deaths related to COVID-19, representing one-third of all global daily deaths. While this figure is tragic, many states, including Ohio, aggressively implemented physical distancing policies to contain the spread of the virus and flatten the curve. Now, with Ohio poised to roll-back some of those public health measures, questions remain as to how we quantify and understand the impact of COVID-19, especially as Ohio’s cases, hospitalizations and number of deaths continue to rise. It is therefore paramount that data in Ohio gives decisionmakers and the public the ability to understand the prevalence of the virus, and its impact, in our state.

 The level of testing needed to re-open requires a minimum of 152 tests per 100,000 people.

According to research from the Harvard Global Health Institute, the level of testing needed to re-open requires a minimum of 152 tests per 100,000 people. As of April 15, Ohio was more than 100 tests short, coming in at 22 tests per 100,000 people. To explain it in scale, Ohio, with a population of 11.7 million, would need about 17,767 tests per day to accommodate that recommendation. On April 27, the Governor announced a new testing capacity plan, indicating Ohio should be able to accommodate 18,200 tests per day by May 13. And while testing will help better refine our understanding of transmission in Ohio, it may not accurately demonstrate the harm it has already caused.  

In addition to deaths that are directly attributable to COVID-19, there is “excess mortality,” or the number of deaths which occur above what’s expected in a given timeframe. An April 29 article in The New York Times looked at these numbers globally, and found that when they combined the historical average number of deaths with the number of deaths due to COVID-19, 40,000 additional people died over the last month than expected. That 40,000 number is about 20 percent of the total global mortality currently attributed to COVID-19. The estimates for the United States were based on a combination of reports from the local and national levels, most notably the from the Centers for Disease Control and Prevention’s (CDC) National Vital Statistics System. While the Times’ report did not include Ohio, the CDC numbers did have Ohio’s data, and the results of our analysis are interesting.  

Below compares the annual average mortality in Ohio during the first 14 weeks of the year (first week of April) between 2014 and 2019 alongside data from 2020. When comparing “all causes” of mortality, there doesn’t seem to be much variance:  

In looking at additional potential conditions not qualified as “all causes,” many of the trends demonstrate the same continuance of a trend, except for one category, “symptoms, signs and abnormal clinical and laboratory findings, not elsewhere classified.” This category can include fever, headache, fatigue and other, more diffuse symptoms. The data is as follows:  

When looking at the total number of deaths in this category, we see a three-fold increase in mortality relative to expected average.

 It’s important to realize that this data may not represent Ohio’s excess mortality.

It’s important to realize that this data may not represent Ohio’s excess mortality and, indeed, there may be multiple reasons why we are seeing the data reported this way. On the one hand, the classification of the causes, given the relative lack of clinical experience with COVID-19, may indicate symptoms tied to COVID-19 are not being qualified as COVID-19 related. Additionally, there may be data lags between Ohio and the CDC that do not occur in other states. Regardless of the reason, it will be important Ohio review its current epidemiological data collection processes to provide a better picture of the true impact on Ohio. Especially as the state contemplates reopening, knowing exactly how flat the curve is will be a clear indicator of what strategies are working and which may do more harm than good.

Download Fact Sheets

Lake County

Download

Geauga County

Download

Cuyahoga County

Download

All Municipalities Geauga County

Download

All Municipalities Lake County

Download

All Municipalities Cuyahoga County

Download

Thompson

Download

South Russell

Download

Russell

Download

Parkman

Download

Newbury

Download

Munson

Download

Montville

Download

Middlefield Township

Download

Middlefield Village

Download

Huntsburg

Download

Hambden

Download

Claridon

Download

Chester

Download

Chardon Township

Download

Chardon City

Download

Burton

Download

Bainbridge

Download

Auburn

Download

Willowick

Download

Willoughby Hills

Download

Willoughby

Download

Wickliffe

Download

Waite Hill

Download

Timberlake

Download

Painesville City

Download

Mentor-on-the-Lake

Download

Mentor

Download

Madison

Download

Lakeline

Download

Kirtland Hills

Download

Kirtland

Download

Eastlake

Download

Concord

Download

Highland Heights 2018

Download

Garfield Heights 2018

Download

Fairview Park 2018

Download

Euclid 2018

Download

East Cleveland 2018

Download

Cleveland 2018

Download

Cleveland Heights 2018

Download

Cities in Cuyahoga County Combined 2018

Download

Brooklyn 2018

Download

Brook Park 2018

Download

Broadview Heights 2018

Download

Brecksville 2018

Download

Berea 2018

Download

Bedford 2018

Download

Bedford Heights 2018

Download

Beachwood 2018

Download

Bay Village 2018

Download

Westlake 2018

Download

Warrensville Heights 2018

Download

University Heights 2018

Download

Strongsville 2018

Download

South Euclid 2018

Download

Solon 2018

Download

Shaker Heights 2018

Download

Seven Hills 2018

Download

Rocky River 2018

Download

Richmond Heights 2018

Download

Pepper Pike 2018

Download

Parma 2018

Download

Parma Heights 2018

Download

Olmsted Falls 2018

Download

North Royalton 2018

Download

North Olmsted 2018

Download

Middleburg Heights 2018

Download

Mayfield Heights 2018

Download

Maple Heights 2018

Download

Lyndhurst 2018

Download

Lakewood 2018

Download

Independence 2018

Download

Woodmere

Download

Westlake

Download

Warrensville Heights

Download

Walton Hills

Download

Valley View

Download

University Heights

Download

Strongsville

Download

South Euclid

Download

Shaker Heights

Download

Seven Hills

Download

Rocky River

Download

Richmond Heights

Download

Pepper Pike

Download

Parma Heights

Download

Orange

Download

Olmsted Falls

Download

Olmsted

Download
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
Download report

Subscribe to our newsletter

5 Things you need to know arrives on Mondays with the latest articles, events, and advocacy developments in Ohio

Explore the fact sheets

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Suspendisse varius enim in eros elementum tristique.

No Related Fact Sheets

Explore Topics

Browse articles, research, and testimony.

Poverty & Safety Net
Article

Barriers and access to resources in the Union-Miles Neighborhood 

Tamikka James-Haygood
November 24, 2024
Poverty & Safety Net
Article

ARPA 3 Years later: Lessons learned in Ohio

Dylan Armstrong
November 18, 2024
Poverty & Safety Net
Article

New Human Services Chamber launching in December

Emily Campbell
November 17, 2024
Poverty & Safety Net
Article

U.S. Census to halt publication of state-level hardship data

John R. Corlett
November 11, 2024