COVID-19 has sent nearly 900,000 Americans to the hospital in the past two years. A new study shows that the ZIP codes they came from had a lot to do with how sick they were when they got to the hospital, and how much care they needed once they were there.
But those differences disappeared by the time their stays were donewhether they left the hospital alive or dead.
The new findings, published in the Annals of Internal Medicine, show the importance of social and economic inequality in the way the pandemic is playing outincluding how early in their illness people seek or get access to care.
Even after the researchers took into account the underlying health of each person they studied, the social vulnerability index, or SVI, of their home ZIP code still made a difference. SVI combines multiple factors to create a score based on such things as a local areas average income, education level and household density to the percentage of households led by single parents or where English is not the primary language.
The findings could help policymakers target less-privileged areas with more services to prevent and respond to COVID-19 cases; SVI has already been used by the state of Michigan and other states to prioritize COVID vaccination outreach.
The study also shows the role of hospitals in equalizing outcomes for people from unequal backgrounds.
The research team behind the study, from the University of Michigan and the University of Colorado, used data from more than 2,300 patients hospitalized for COVID-19 in 38 hospitals across Michigan from March to December 2020.
People who lived in the most underprivileged ZIP codes were more likely to have severe symptoms such as low blood oxygen levels when admitted, and to need support for failing lungs and other organs through technologies such as ventilators and dialysis once they were in a hospital bed.
But they were no more likely to die than those from more-privileged areas, and no less likely to go back to their own homes instead of a nursing home.
Outcomes at hospital discharge appear equitable for these patients, but the question is, What leads to the initial disparities in seriousness of illness that they arrive with?' said Renuka Tipirneni, lead author of the new study and an assistant professor of internal medicine at Michigan Medicine, U-Ms academic medical center.
Are people not getting access to testing or treatment early in their illness? Are there other individual patient-level social risks such as ongoing difficulties with transportation, housing or sick leave at work? Did they delay seeking care because of lack of access?
Tipirneni and colleagues, including Vineet Chopra, the Robert W. Schrier Chair of Medicine at the University of Colorado School of Medicine, used data from a statewide database called Mi-COVID19 Initiative. Funded by Blue Cross Blue Shield of Michigan through its Collaborative Quality Initiative effort, it pools anonymous data on people hospitalized with COVID-19.
The study follows up on work that Tipirneni and colleagues published just over a year ago, showing SVI at the county level had much to do with COVID-19 case rates and death rates. But the new analysis of individual patient data and ZIP code-level SVI is much more indicative of the hyper-local conditions that can shape a persons access to and use of care.
Once theyre getting that care, there are equal outcomes, which is encouraging, said Tipirneni. This analysis zooms in on individual patients, and zooms out on whats influencing their outcomes in their neighborhood.
She notes that more disadvantaged (higher SVI) areas are found across the state and nation, from very rural areas to the centers of cities. In fact, anyone can use this CDC tool to find the SVI of any ZIP codethe numbers range from 0 (lowest level of social vulnerability) to 1 (highest level).
In the new study, the researchers divided SVI into four quartiles, and looked at differences in percentages of patients who experienced each type of severe symptom, treatment option and outcome by quartile. Differences of several percentage points emerged for most measures, even after factoring out individual patients underlying health status.
One of the things that policymakers, public health authorities and health systems might want to focus on as a result of the new study is how they make information available to people about when and how they should seek care for worsening COVID-19 symptoms, and when to prioritize seeking that care over anything else, the researchers say.
Making information available in multiple languages, and ensuring that outpatient treatment and transportation to appointments are available during the times people need it no matter what their schedule, are two specific things that could make a difference, they say.
High, or worse, SVI has also been shown to correlate with low COVID-19 vaccination rates, so once data from 2021 are available through Mi-COVID19, the team will look at how care and outcomes for people with severe COVID-19 changed once vaccines were available.
The team is also using the Social Determinants of Health Database created by the Agency for Healthcare Research and Quality to explore how other factors not included in the standard SVI measure interact with COVID-19 risks and outcomes.
In addition to Tipirneni and Chopra, the studys authors are Monita Karmakar, Megan OMalley and Hallie Prescott. Tipirneni and Prescott are current members of the U-M Institute for Healthcare Policy and Innovation, to which Chopra also belonged while at U-M before becoming chair of medicine at the University of Colorado.
Several CQIs were involved in data collection and analysis, including the Michigan Hospital Medicine Safety Collaborative, Michigan Value Collaborative, Michigan Arthroplasty Registry Collaborative Quality Initiative and Michigan Social Health Interventions to Eliminate Disparities
More information:
Visit link:
ZIP codes matter when it comes to severe COVID-19 - University of Michigan News
- Coronavirus Scam Alert: Watch Out For These Risky COVID-19 Websites And Emails - Forbes [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- COVID19: Broome County Executive expected to sign executive orders on virus - WBNG-TV [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Houston-based company ready to test COVID-19 'vaccine candidate,' but doesn't have the funds - KHOU.com [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- COVID19 Mesa County Public Health [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Coronavirus Disease 2019 (COVID-19) | SCDHEC [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Coronavirus disease 2019 - Wikipedia [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Hackers are jumping on the COVID-19 pandemic to spread malware - TechCrunch [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- COVID-19 can last a few days on surfaces, according to new experiment findings - ABC News [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- The Guardian view on the UKs Covid-19 response: confused and hesitant - The Guardian [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- The COVID-19 Coronavirus Pandemic Highlights The Importance Of Scientific Expertise - Forbes [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- WHO Expert: Aggressive Action Against Coronavirus Cuts Down On Spread : Goats and Soda - NPR [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- 2 new cases of COVID-19 at Chicago schools - WGN TV Chicago [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Will Gargling with Salt Water or Vinegar 'Eliminate' the COVID-19 Coronavirus? - Snopes.com [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Worried about dying from COVID-19? You might be a millennial | TheHill - The Hill [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Startups developing tech to combat COVID-19 urged to apply for fast-track EU funding - TechCrunch [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Why do dozens of diseases wax and wane with the seasonsand will COVID-19? - Science Magazine [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- WHO, UN Foundation and partners launch first-of-its-kind COVID-19 Solidarity Response Fund - World Health Organization [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Covid-19: PM to address nation tonight - New Straits Times [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- COVID-19: Where every sport lies after mass disruption - RTE.ie [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- COVID-19: Facts, myths and hypotheses | TheHill - The Hill [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Hong Kong Has Largely Survived COVID-19. Can New York and The US Do It Too? - BuzzFeed News [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- UPDATE: Case of COVID-19 confirmed in Wilson County - WITN [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Is This Train Car Carrying 'COVID-19'? - Snopes.com [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Coronavirus pandemic: facts, updates and what to do about COVID-19 - The Verge [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- DHS: 34 people test positive for COVID-19 in Wisconsin - WBAY [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- COVID-19 by the numbers; plus key resources to help you stay informed - Berkeleyside [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- The Covid-19 puzzles that scientists are still trying to answer - The Guardian [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- What's the COVID-19 end game? - The San Diego Union-Tribune [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- The Covid-19 coronavirus is not the flu. Its worse. - Vox.com [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Phones Could Track the Spread of Covid-19. Is It a Good Idea? - WIRED [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- NIH Reports First Known Employee with COVID-19 Infection - National Institutes of Health [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Newborn tests positive for COVID-19 in London - Livescience.com [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Covid-19: Malaysia's pandemic action plan activated for the coronavirus - The Star Online [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- How Bad Will The COVID-19 Coronavirus Epidemic Get In The U.S.? Health Experts Weigh In - Forbes [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Can People Who Recover from COVID-19 Become Reinfected? - Snopes.com [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- THE LATEST: 41 test positive for COVID-19 in the state - WFSB [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Twelve new cases of COVID-19 announced in Illinois; bringing total to 105 - KWQC-TV6 [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Eagle County outlines shift for COVID-19 testing, Vail Health shifts operations - Vail Daily News [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- 7th positive COVID-19 case announced in Hawaii, all cases related to travel - KHON2 [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Canada tightens borders over coronavirus will it curb COVID-19s spread? - Global News [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- As health care workers prepare for COVID-19, medical students pitch in on the homefront - Minnesota Public Radio News [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Coronavirus First positive case of COVID-19 confirmed in Geauga County Kaylyn Hlavaty 7:58 AM - News 5 Cleveland [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- 2nd presumptive case of COVID 19 reported in Bell County - KWTX [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- New confirmed cases of COVID-19 in Wisconsin - WKOW [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Hawaii National Guard ready to step in against spread of COVID-19 - KHON2 [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Alberta orders all classes cancelled, daycares closed as COVID-19 cases rise to 56 in the province - Global News [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Has Italy Stopped Treating the Elderly in the COVID-19 Pandemic? - Snopes.com [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Coronavirus testing: Information on COVID-19 tests according to state health departments - NBCNews.com [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Working from home because of COVID-19? Here are 10 ways to spend your time - Science Magazine [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Two positive COVID-19 cases announced in Fairbanks, bringing Alaska's confirmed total to 3 - Anchorage Daily News [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- 8 more positive cases of COVID-19 brings Michigan total to 33 - FOX 2 Detroit [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- COVID-19: Who Is Infectious? - Forbes [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- The Guardian view on the latest Covid-19 steps: a recipe for isolation - The Guardian [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Government publishes updated COVID-19 industry guidance - GOV.UK [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- NIH clinical trial of investigational vaccine for COVID-19 begins - National Institutes of Health [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Expanding Colorado's COVID-19 Testing Capacity Proves Frustrating to Polis, Doctors And The Public - Colorado Public Radio [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Microsoft Bing launches interactive COVID-19 map to provide pandemic news - The Verge [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Coronavirus tips: How to slow the spread of COVID-19 with hand-washing, social distance - USA TODAY [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- See Which Countries are Flattening their COVID-19 Curve - Visual Capitalist [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- With launch of COVID-19 data hub, the White House issues a call to action for AI researchers - TechCrunch [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- COVID-19 - Cabinet for Health and Family Services [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Coronavirus Disease 2019 (COVID-19) | AustinTexas.gov [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- First COVID-19 case in Waterbury is confirmed - Waterbury Republican American [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Covid-19 reveals the alarming truth that many children cant wash their hands at school - The Guardian [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Statement on COVID-19 Panel Discussion Notes That Were Attributed to UCSF - UCSF News Services [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Covid-19 coronavirus testing in the US has been absurdly sluggish. That puts us at risk. - Vox.com [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Regal is closing all theaters until further notice over COVID-19 fears - TechCrunch [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Amazon limiting shipments to certain types of products due to COVID-19 pandemic - TechCrunch [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Coralville company to produce millions of kits to test for COVID-19 - KCRG [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Number of COVID-19 cases in Erie County rises to 11, new case confirmed in Wyoming County - WIVB.com - News 4 [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Coronavirus tips and symptoms: What everyone should know about getting the new coronavirus - Vox.com [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Tech giants are getting creative to manage the COVID-19 crisis - The Verge [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- COVID-19: Mental health in the age of coronavirus - UN News [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- White House provides an update on COVID-19 testing in the U.S., says theres been a dramatic ramp - TechCrunch [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Covid-19: How long does the coronavirus last on surfaces? - BBC News [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Hospital in Boston will be converted into Covid-19 treatment center - STAT [Last Updated On: March 18th, 2020] [Originally Added On: March 18th, 2020]
- 78 cases of COVID-19 confirmed in Tennessee - NewsChannel5.com [Last Updated On: March 18th, 2020] [Originally Added On: March 18th, 2020]
- COVID 19: Tennessee confirmed cases reaches 52, Dept of Health releases age ranges of those infected - Clarksville Now [Last Updated On: March 18th, 2020] [Originally Added On: March 18th, 2020]
- Housing associations under pressure to offer Covid-19 rent holidays - The Guardian [Last Updated On: March 18th, 2020] [Originally Added On: March 18th, 2020]
- Sacramento woman dead from COVID-19 attended church with others who have virus - KCRA Sacramento [Last Updated On: March 18th, 2020] [Originally Added On: March 18th, 2020]