Source of data
The study participants were identified from the Diagnosis Procedure Combination (DPC) inpatient database, which is an administrative claims database in Japan. This database includes more than 1000 hospitals, including all 82 university hospitals, and covers more than half of all admissions in the country16. The DPC database provides information on various aspects such as diagnosis and comorbidities at hospital admission and cause of death coded according to the International Classification of Disease and Related Health Problems, 10th Revision (ICD-10)17. It also includes patient information such as age, gender, Body Mass Index (BMI), admission and discharge status, ADL at admission and discharge, and a comorbidity score known as the Charlson Comorbidity Index18, which is updated for risk adjustment19,20. This study was performed in accordance with the ethical principles laid down in the 1964 Declaration of Helsinki, and was approved by the ethics committee of Tokyo Medical and Dental University (No. M2000-788). The requirement for informed consent was waived by the ethics committee of Tokyo Medical and Dental University due to the anonymous nature of the data.
In 2020, there were 338,256 pneumonia-related cases as any of a primary diagnosis during hospitalization, reason for admission, or disease that required the highest medical care cost in the DPC database. The inclusion criteria for this study were patients who were at least 18years old, had a hospital stay of at least 24h, and had either COVID-19 or pneumonia as the primary diagnosis for hospitalization (Fig. S1). COVID-19 and non-COVID-19 pneumonia were recognized with the ICD-10 codes. Several exclusion criteria were applied, including second or subsequent admissions, death within 24h of admission, a BMI less than 15 or greater than 50, incomplete information on BMI, ADL, and admission type (emergent or non-emergent), patients with aspiration pneumonia, and patients who initiated hemodialysis or peritoneal dialysis during hospitalization. A total of 123,378 patients were included before matching, comprising 66,692 non-COVID-19/ND patients, 54,132 COVID-19/ND patients, 1894 non-COVID-19/D patients, and 660 COVID-19/D patients. After a propensity score matching (PSM), 2136 patients were divided into four subgroups, each consisting of 534 patients (Fig. S1).
Patients who received maintenance hemodialysis and peritoneal dialysis were recognized with the coding of patient care procedures as follows: chronic maintenance hemodialysis with<4h per session,4h and<5h per session,5h per session, or chronic maintenance hemodiafiltration or continuous peritoneal dialysis. One COVID-19/D patient was dependent of both hemodialysis and peritoneal dialysis and the remaining dialysis patients were on maintenance hemodialysis. There were 13 patients post transplantation, including 7 post kidney transplant, 5 post stem cell transplant, and 1 post liver transplant patients.
The Barthel Index scores at admission and discharge were calculated based on 10 functional abilities: feeding, bathing, dressing, grooming, toileting, bowel control, bladder control, chair transfer, ambulation, and climbing stairs21. The Barthel Index ranges from 0 to 100 points, with the highest scores indicating greater independence in physical functions and lower scores indicating a more bedridden status. The Barthel Index scores were used to classify the level of dependence into four groups: total dependence (020 points), severe dependence (2160 points), moderate dependence (6190 points), and mild dependence or complete independence (91100 points)22,23. In addition, other clinical data on inpatients were collected, including age, gender, BMI, dialysis dependency, the updated Charlson Comorbidity Index excluding renal disease20,23, comorbidities, and admission type (emergency or non-emergency). The age groups used in the analysis were 1849, 5059, 6069, 7079, and greater than 80years24.
The primary outcome of this study was the occurrence of in-hospital deaths from any cause. The secondary outcome was a decline in physical function, defined as a decrease of at least 20% in the Barthel Index score at discharge compared to that at admission. We also evaluated a risk of death directly from pneumonia or death due to other diseases. The database identified deaths from COVID-19 or non-COVID-19 pneumonia as a primary diagnosis during hospitalization or those from other reasons. Other outcomes included hospital length of stay and medical care cost. The long-term hospitalization was defined as a stay of 30days or longer. The high medical cost was defined as the highest quartile of participants. Patients were followed until discharge, transfer, or in-hospital death20.
Baseline characteristics were presented as numerical values (%) or medians (interquartile ranges). The Wald confidence interval for proportions was examined. We estimated the propensity score using a logistic regression model. To minimize potential confounding effects, differences in age (1849, 5059, 6069, 7079, and greater than 80years) and sex were adjusted. Based on the propensity score using a 1:1 scheme, Non-COVID-19/D patients (prematching, N=1894; postmatching, N=534) were first matched with COVID-19/D patients (prematching, N=660; postmatching, N=534). Subsequently, COVID-19/ND (prematching, N=54,132; postmatching, N=534) and Non-COVID-19/ND patients (prematching, N=66,692; postmatching, N=534) were adjusted with each COVID-19/D patient. The caliper width used for matching was set at 0.25 of the standard deviation of the propensity score. The cumulative hazard after hospitalization for pneumonia was assessed using the NelsonAalen estimator among the four groups. The log-rank test was used for a statistical comparison. Risks of mortality or functional decline were estimated using logistic regression analyses among postmatching patients, adjusting for age, gender, BMI, Barthel Index score at admission, and Charlson Comorbidity Index score. Statistical analyses were performed using JMP Pro 12.0 software (SAS Institute Inc., Cary, USA). p-values of less than 0.05 were considered statistically significant.
Follow this link:
- 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]