National Healthcare Quality and Disparities Report
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AHRQ Research Studies
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Research Studies is a compilation of published research articles funded by AHRQ or authored by AHRQ researchers.
Results
1 to 23 of 23 Research Studies DisplayedMahmud A, Cushing-Haugen K, Wellman R
Understanding the relationship between social risk factors and COVID-19 contacts.
The purpose of this study was to facilitate researchers’ understanding of the prevalence of patients' social risk factors during the pandemic and recognize how social risks may intensify COVID-19. Between January and September 2020, the researchers conducted a national survey of Kaiser Permanente members and analyzed only the data from those who responded to a set of COVID-19 survey items. The survey included questions on their experiences with social risks, whether they knew of people with COVID-19, if COVID-19 affected their emotional and mental health, and their preferred type of assistance. The study found that 62% of respondents reported social risks, with 38% reporting having 2 or more social risks. The most common response was financial strain (45%). One third of respondents reported one or more contact types with COVID-19. respondents with 2 or more COVID-19 contact types reported higher rates of housing instability, financial strain, food insecurity, and social isolation than those with fewer contacts. Fifty percent of respondents reported that COVID-19 affected their emotional, mental health negatively, and 19% of respondents noted that it affected their ability to maintain a job.
AHRQ-funded; HS013853.
Citation: Mahmud A, Cushing-Haugen K, Wellman R .
Understanding the relationship between social risk factors and COVID-19 contacts.
Perm J 2023 Jun 15; 27(2):18-22. doi: 10.7812/tpp/22.146..
Keywords: COVID-19, Risk, Public Health, Infectious Diseases
Holmer HK, Mackey K, Fiordalisi CV
Major update 2: antibody response and risk for reinfection after SARS-CoV-2 infection-final update of a living, rapid review.
This paper is a final updated living rapid review to synthesize evidence on the SARS-CoV-2 antibody response and reinfection risk with a focus on gaps identified in the author’s prior reports. A literature review was done for English-language cohort studies evaluating IgG antibody duration at least 12 months after SARS-CoV-2 infection, the antibody response among immunocompromised adults, predictors of nonseroconversion, and reinfection risk. Study data was extracted and two investigators rated quality. Most adults had IgG antibodies after SARS-CoV-2 infection at time points greater than 12 months. Although most immunocompromised adults develop antibodies, the overall proportion with antibodies is lower compared with immunocompetent adults. Prior infection provided substantial, sustained protection against symptomatic reinfection with the Delta variant (high strength of evidence) and reduced the risk for severe disease due to Omicron variant (moderate strength of evidence). Prior infection was less protective against reinfection with Omicron overall (moderate strength of evidence), but protection from earlier variants waned rapidly (low strength of evidence).
AHRQ-funded; 290201700003C.
Citation: Holmer HK, Mackey K, Fiordalisi CV .
Major update 2: antibody response and risk for reinfection after SARS-CoV-2 infection-final update of a living, rapid review.
Ann Intern Med 2023 Jan; 176(1):85-91. doi: 10.7326/m22-1745..
Keywords: COVID-19, Evidence-Based Practice, Infectious Diseases, Risk
Dikranian L, Barry S, Ata A
Sars-CoV-2 with concurrent respiratory viral infection as a risk factor for a higher level of care in hospitalized pediatric patients.
This study’s objective was to evaluate if the presence of concurrent respiratory viral infections in pediatric patients admitted to the hospital with SARS-CoV-2 was associated with an increased rate of ICU level of care. Data from 67 participating hospitals was provided through The Society of Critical Care Medicine Discovery Network Viral Infection and Respiratory Illness Universal Study database. A total of 922 patients were included, with 391 requiring ICU level care and 31 having concurrent non-SARS-CoV-2 viral coinfection. After accounting for age, positive blood culture, positive sputum culture, preexisting chronic medical conditions, the presence of a viral respiratory coinfection was associated with increased need for ICU care.
AHRQ-funded; HS026485.
Citation: Dikranian L, Barry S, Ata A .
Sars-CoV-2 with concurrent respiratory viral infection as a risk factor for a higher level of care in hospitalized pediatric patients.
Pediatr Emerg Care 2022 Sep;38(9):472-76. doi: 10.1097/pec.0000000000002814..
Keywords: COVID-19, Children/Adolescents, Respiratory Conditions, Risk
Robinson LA, Eber MR, Hammitt JK
Valuing COVID-19 morbidity risk reductions.
The authors described and implemented an approach for approximating the value of averting nonfatal illnesses or injuries and applied it to COVID-19 in the United States. They estimated gains from averting COVID-19 morbidity of about 0.01 quality-adjusted life year (QALY) per mild case averted, 0.02 QALY per severe case, and 3.15 QALYs per critical case. They indicated that these gains translate into monetary values of about $5,300 per mild case, $11,000 per severe case, and $1.8 million per critical case.
AHRQ-funded; HS000055.
Citation: Robinson LA, Eber MR, Hammitt JK .
Valuing COVID-19 morbidity risk reductions.
J Benefit Cost Anal 2022 Summer;13(2):247-68. doi: 10.1017/bca.2022.11.
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Keywords: COVID-19, Risk, Healthcare Costs
Dube WC, Kellogg JT, Adams C
Quantifying risk for SARS-CoV-2 infection among nursing home workers for the 2020-2021 winter surge of the COVID-19 pandemic in Georgia, USA.
This study’s objective was to estimate incidence of risks for COVID-19 infection among nursing home staff in the state of Georgia during the 2020-2021 Winter surge in the US. Staff at fourteen nursing homes were given a survey and serologic testing at 2 time points with 3-month interval exposure assessment. At the first time point, 203 study eligible contracted or employed staff members from these participating nursing homes were seronegative. At the second time point, 72 (35.5%) had evidence of interval infection. Among unvaccinated staff, infection rates were significantly higher among nurses and certified nursing assistants accounting for race and interval infection incidence in both the community and facility.
AHRQ-funded; HS025987.
Citation: Dube WC, Kellogg JT, Adams C .
Quantifying risk for SARS-CoV-2 infection among nursing home workers for the 2020-2021 winter surge of the COVID-19 pandemic in Georgia, USA.
J Am Med Dir Assoc 2022 Jun;23(6):942-46.e1. doi: 10.1016/j.jamda.2022.02.014..
Keywords: COVID-19, Nursing Homes, Provider: Health Personnel, Risk, Public Health
Chu DK, Abrams EM, Golden BK
Risk of second allergic reaction to SARS-CoV-2 vaccines: a systematic review and meta-analysis.
The purpose of this systematic review and meta-analysis of case studies and case reports was to assess the risk of severe immediate allergic reactions to a second dose of SARS-CoV-2 mRNA vaccine in people who experienced an immediate allergic reaction to the first dose. The researchers evaluated the World Health Organization Global Coronavirus database, Web of Science, MEDLINE, and Embase from the date of inception through October 4th, 2021. The main outcomes and measures were a risk of severe immediate allergic reaction and repeated severe immediate allergic reactions with a second vaccine dose. The study found that among 22 studies of SARS-CoV-2 mRNA vaccines, 1366 individuals had immediate allergic reactions to their first vaccination. Of these, 87.8% were women with a mean age of 46.1 years. Six patients developed severe immediate allergic reactions after their second vaccination, 232 developed mild symptoms, and 1360 tolerated the dose. Among 78 persons with severe immediate allergic reactions to their first SARS-CoV-2 mRNA vaccination, 4 people had a second severe immediate reaction, and 15 had non-severe symptoms. There were no deaths. The study concluded that in a supervised setting equipped to manage severe allergic reactions, revaccination of individuals with an immediate allergic reaction to a first SARS-CoV-2 mRNA vaccine dose can be safe.
AHRQ-funded; HS026395.
Citation: Chu DK, Abrams EM, Golden BK .
Risk of second allergic reaction to SARS-CoV-2 vaccines: a systematic review and meta-analysis.
JAMA Intern Med 2022 Apr;182(4):376-85. doi: 10.1001/jamainternmed.2021.8515..
Keywords: COVID-19, Vaccination, Risk, Evidence-Based Practice, Patient-Centered Outcomes Research
Kamran F, Tang S, Otles E
Early identification of patients admitted to hospital for covid-19 at risk of clinical deterioration: model development and multisite external validation study.
The authors sought to create and validate a simple and transferable machine learning model from electronic health record data to accurately predict clinical deterioration in patients with COVID-19 across institutions, through use of a novel paradigm for model development and code sharing. They determined that a model to predict clinical deterioration was developed rapidly in response to the COVID-19 pandemic at a single hospital, was applied externally without the sharing of data, and performed well across multiple medical centers, patient subgroups, and time periods, showing its potential as a tool for use in optimizing healthcare resources.
AHRQ-funded; HS028038.
Citation: Kamran F, Tang S, Otles E .
Early identification of patients admitted to hospital for covid-19 at risk of clinical deterioration: model development and multisite external validation study.
BMJ 2022 Feb 17;376:e068576. doi: 10.1136/bmj-2021-068576..
Keywords: COVID-19, Hospitalization, Risk, Electronic Health Records (EHRs), Health Information Technology (HIT)
Shipe ME, Baechle JJ, Deppen SA
Modeling the impact of delaying surgery for early esophageal cancer in the era of COVID-19.
Surgical society guidelines have recommended changing the treatment strategy for early esophageal cancer during the novel coronavirus (COVID-19) pandemic. Delaying resection can allow for interim disease progression, but the impact of this delay on mortality is unknown. The COVID-19 infection rate at which immediate operative risk exceeds benefit is unknown. In this study, the investigators sought to model immediate versus delayed surgical resection in a T1b esophageal adenocarcinoma.
AHRQ-funded; HS026122.
Citation: Shipe ME, Baechle JJ, Deppen SA .
Modeling the impact of delaying surgery for early esophageal cancer in the era of COVID-19.
Surg Endosc 2021 Nov;35(11):6081-88. doi: 10.1007/s00464-020-08101-6..
Keywords: COVID-19, Cancer, Surgery, Shared Decision Making, Risk
Borgatti AC, Schneider-Worthington CR, Stager LM
The COVID-19 pandemic and weight management: effective behaviors and pandemic-specific risk factors.
This study evaluated weight management efforts among weight loss program participants during the COVID-19 pandemic. Findings showed that most online survey participants reported gaining weight during COVID-19. Further, loneliness and working remotely increased the difficulty of weight management behaviors. However, staying active, planning and tracking food consumption, choosing healthy foods, and reducing emotional eating protected against weight gain during this time.
AHRQ-funded; HS013852.
Citation: Borgatti AC, Schneider-Worthington CR, Stager LM .
The COVID-19 pandemic and weight management: effective behaviors and pandemic-specific risk factors.
Obes Res Clin Pract 2021 Sep-Oct;15(5):518-21. doi: 10.1016/j.orcp.2021.06.007..
Keywords: COVID-19, Obesity, Obesity: Weight Management, Risk
Klein IA, Rosenberg SM, Reynolds KL
Impact of cancer history on outcomes among hospitalized patients with COVID-19.
Researchers investigated whether a current cancer diagnosis or cancer history is an independent risk factor for death in hospitalized patients with COVID-19. They found that patients with a history of cancer hospitalized for COVID-19 had similar mortality to matched hospitalized patients with COVID-19 without cancer, and a lower risk of complications, while patients with active cancer or recent cancer treatment had a similar risk for adverse outcomes compared with survivors of cancer. They concluded that active cancer, systemic cancer therapy, and a cancer history are not independent risk factors for death from COVID-19 among hospitalized patients, and hospitalized patients without cancer are more likely to have severe COVID-19.
AHRQ-funded; HS023680.
Citation: Klein IA, Rosenberg SM, Reynolds KL .
Impact of cancer history on outcomes among hospitalized patients with COVID-19.
Oncologist 2021 Aug;26(8):685-93. doi: 10.1002/onco.13794..
Keywords: COVID-19, Cancer, Risk, Mortality, Hospitalization, Outcomes
Shipe ME, Haddad DN, Deppen SA
Modeling the impact of delaying the diagnosis of non-small cell lung cancer during COVID-19
The novel coronavirus (COVID-19) pandemic has led surgical societies to recommend delaying diagnosis and treatment of suspected lung cancer for lesions less than 2 cm. The COVID-19 infection rate at which immediate operative risk exceeds benefit is unknown. Delaying diagnosis can lead to disease progression, but the impact of this delay on mortality is unknown. In this study, the investigators sought to model immediate versus delayed surgical resection in a suspicious lung nodule less than 2 cm.
AHRQ-funded; HS026122.
Citation: Shipe ME, Haddad DN, Deppen SA .
Modeling the impact of delaying the diagnosis of non-small cell lung cancer during COVID-19
Ann Thorac Surg 2021 Jul;112(1):248-54. doi: 10.1016/j.athoracsur.2020.08.025..
Keywords: COVID-19, Cancer: Lung Cancer, Cancer, Diagnostic Safety and Quality, Case Study, Risk
Baillargeon J, Polychronopoulou E, Kuo YF
The impact of substance use disorder on COVID-19 outcomes.
The goal of this study was to examine the impact of substance use disorder on the risk of hospitalization, complications, and mortality among adult patients diagnosed as having COVID-19. Using data from the TriNetX Research Network database, primary analysis showed that substance use disorder was associated with an increased risk of hospitalization, ventilator use, and mortality. These findings suggest that COVID-19 patients with substance use disorders are at increased risk for adverse outcomes.
AHRQ-funded; HS026133.
Citation: Baillargeon J, Polychronopoulou E, Kuo YF .
The impact of substance use disorder on COVID-19 outcomes.
Psychiatr Serv 2021 May;72(5):578-81. doi: 10.1176/appi.ps.202000534..
Keywords: COVID-19, Substance Abuse, Hospitalization, Mortality, Risk
O'Donoghue A, Dechen T, O'Donoghue A, Dechen T, Pavlova W W
Reopening businesses and risk of COVID-19 transmission.
In this paper, the authors used anonymized cell-phone data to quantify the potential risk of COVID-19 transmission in business establishments by building a Business Risk Index that measures transmission risk over time. They used two metrics, visits per square foot and the average duration of visits from January 2020 to June 2020. They found that an increase in a county's average Business Risk Index is associated with an increase in positive COVID-19 cases in 1 week. Their risk index provides a way for policymakers and hospital decision-makers to monitor the potential risk of COVID-19 transmission from businesses based on the frequency and density of visits to businesses.
AHRQ-funded; HS024288.
Citation: O'Donoghue A, Dechen T, O'Donoghue A, Dechen T, Pavlova W W .
Reopening businesses and risk of COVID-19 transmission.
NPJ Digit Med 2021 Mar 16;4(1):51. doi: 10.1038/s41746-021-00420-9..
Keywords: COVID-19, Community-Acquired Infections, Public Health, Risk
Ye S, Hiura G, Fleck E
Hospital readmissions after implementation of a discharge care program for patients with COVID-19 illness.
The surge of coronavirus 2019 (COVID-19) hospitalizations in New York City required rapid discharges to maintain hospital capacity. The objective of this study was to determine whether lenient provisional discharge guidelines with remote monitoring after discharge resulted in safe discharges home for patients hospitalized with COVID-19 illness. The investigators found that lenient discharge criteria in conjunction with remote monitoring after discharge were associated with a rate of early readmissions after COVID-related hospitalizations that was comparable to the rate of readmissions after other reasons for hospitalization before the COVID pandemic.
AHRQ-funded; HS024262; HS025198.
Citation: Ye S, Hiura G, Fleck E .
Hospital readmissions after implementation of a discharge care program for patients with COVID-19 illness.
J Gen Intern Med 2021 Mar;36(3):722-29. doi: 10.1007/s11606-020-06340-w..
Keywords: COVID-19, Hospital Discharge, Hospital Readmissions, Hospitals, Public Health, Hospitalization, Risk
Osterman CK, Triglianos T, Winzelberg GS
Risk stratification and outreach to hematology/oncology patients during the COVID-19 pandemic.
The authors sought to risk-stratify hematology/oncology patients using general medicine and cancer-specific methods to identify those at high risk for acute care utilization, to measure the correlation between two risk stratification methods, and to perform a telephone-based needs assessment with intervention for high-risk patients. They concluded that there is a high burden of unmet medical and psychosocial needs in hematology/oncology patients during the COVID-19 pandemic, and they recommended a telephone-based outreach program for the identification of and intervention for these needs.
AHRQ-funded; H2000032.
Citation: Osterman CK, Triglianos T, Winzelberg GS .
Risk stratification and outreach to hematology/oncology patients during the COVID-19 pandemic.
Support Care Cancer 2021 Mar;29(3):1161-64. doi: 10.1007/s00520-020-05744-y..
Keywords: COVID-19, Cancer, Risk
Bramante CT, Ingraham NE, Murray TA
Metformin and risk of mortality in patients hospitalised with COVID-19: a retrospective cohort analysis.
This study examined whether metformin use by patients with diagnosed with type 2 diabetes had reduced mortality when hospitalized for COVID-19. Pharmacy claims data from UnitedHealth Group’s Clinical Discovery Claims Database was used. Patient data were included if they were aged 18 years or older; had type 2 diabetes or obesity (defined based on claims); at least 6 months of continuous enrolment in 2019; and admission to hospital for COVID-19 confirmed by PCR; manual chart review by UHG; or reported from the hospital to UHG. Metformin was not associated with significant reduction in mortality among men, but there was an association with decreased mortality in women.
AHRQ-funded; HS026379.
Citation: Bramante CT, Ingraham NE, Murray TA .
Metformin and risk of mortality in patients hospitalised with COVID-19: a retrospective cohort analysis.
Lancet Healthy Longev 2021 Jan;2(1):e34-e41. doi: 10.1016/s2666-7568(20)30033-7..
Keywords: COVID-19, Hospitalization, Medication, Mortality, Risk, Diabetes, Chronic Conditions, Public Health, Infectious Diseases
Selden TM, Berdahl TA
AHRQ Author: Selden TM, Berdahl TA
Risk of severe COVID-19 among workers and their household members.
Using prepandemic MEPS data, the investigators examined the prevalence of Centers for Disease Control and Prevention (CDC) risk factors for severe coronavirus disease 2019 (COVID-19). They then estimated how many adults at increased risk of severe COVID-19 held essential jobs and could not work at home (WAH) or who lived in households with such workers.
AHRQ-authored.
Citation: Selden TM, Berdahl TA .
Risk of severe COVID-19 among workers and their household members.
JAMA Intern Med 2021 Jan;181(1):120-22. doi: 10.1001/jamainternmed.2020.6249..
Keywords: Medical Expenditure Panel Survey (MEPS), COVID-19, Risk, Public Health, Infectious Diseases
Temkin-Greener H, Guo W, Mao Y
COVID-19 pandemic in assisted living communities: results from seven states.
The purpose of this observational study was to describe variations in COVID-19 confirmed cases and deaths among assisted living (AL) residents and examine their associations with key AL characteristics. The investigators concluded that ALs with a higher proportion of minorities had more COVID-19 cases. Many of the previously identified individual risk factors were also present in this vulnerable population.
AHRQ-funded; HS024923; HS026893; HS026893.
Citation: Temkin-Greener H, Guo W, Mao Y .
COVID-19 pandemic in assisted living communities: results from seven states.
J Am Geriatr Soc 2020 Dec;68(12):2727-34. doi: 10.1111/jgs.16850..
Keywords: Elderly, Public Health, COVID-19, Nursing Homes, Vulnerable Populations, Risk
Selden TM, Berdahl TA, Fang Z
AHRQ Author: Selden TM, Berdahl TA, Fang Z
The risk of severe COVID-19 within households of school employees and school-age children.
Across the United States, school districts are grappling with questions of whether and how to reopen elementary and secondary schools in the 2020-21 academic year. Using pre-pandemic household data, the authors examined how often persons at risk of severe coronavirus disease 2019 (COVID-19) were connected to schools, either as employees or by living in the same households as school employees or school-age children.
AHRQ-authored.
Citation: Selden TM, Berdahl TA, Fang Z .
The risk of severe COVID-19 within households of school employees and school-age children.
Health Aff 2020 Nov;39(11):2002-09. doi: 10.1377/hlthaff.2020.01536..
Keywords: Medical Expenditure Panel Survey (MEPS), Children/Adolescents, COVID-19, Public Health, Risk, Infectious Diseases
Misra-Hebert AD, Ji X, Nowacki AS
Impact of the COVID-19 pandemic on healthcare workers' risk of infection and outcomes in a large, integrated health system.
Researchers assessed healthcare workers (HCW) risk for COVID-19 infection, hospitalization, and intensive care unit (ICU) admission. Participants were individuals who had tested for SARS-CoV-2 infection in a large academic healthcare system. The study found that, in a large healthcare system, HCW had similar odds for testing positive, but lower odds of hospitalization, compared to non-HCW. Patient-facing HCW had higher odds of a positive test.
AHRQ-funded; HS024128.
Citation: Misra-Hebert AD, Ji X, Nowacki AS .
Impact of the COVID-19 pandemic on healthcare workers' risk of infection and outcomes in a large, integrated health system.
J Gen Intern Med 2020 Nov;35(11):3293-301. doi: 10.1007/s11606-020-06171-9..
Keywords: COVID-19, Risk, Provider: Health Personnel, Public Health, Healthcare Delivery, Infectious Diseases
Selden TM, Berdahl TA
AHRQ Author: Selden TM, Berdahl TA
COVID-19 and racial/ethnic disparities in health risk, employment, and household composition.
In this study, the investigators used data from the Medical Expenditure Panel Survey to explore potential explanations for racial-ethnic disparities in coronavirus disease 2019 (COVID-19) hospitalizations and mortality. The authors found that black adults in every age group were more likely than whites to have health risks associated with severe COVID-19 illness. However, whites were older on average than blacks.
AHRQ-authored.
Citation: Selden TM, Berdahl TA .
COVID-19 and racial/ethnic disparities in health risk, employment, and household composition.
Health Aff 2020 Sep;39(9):1624-32. doi: 10.1377/hlthaff.2020.00897..
Keywords: Medical Expenditure Panel Survey (MEPS), COVID-19, Disparities, Racial and Ethnic Minorities, Risk
Gandhi TK, Singh H
Reducing the risk of diagnostic error in the COVID-19 era.
This perspective article discusses anticipated diagnoses errors for positive or negative COVID-19 results. The errors are classified using user-friendly nomenclature. Mitigation strategies are discussed including technology for cognitive support, optimized workflow and communication, people-focused interventions, organizational strategies, and state/federal policies and regulations.
AHRQ-funded; HS027363.
Citation: Gandhi TK, Singh H .
Reducing the risk of diagnostic error in the COVID-19 era.
J Hosp Med 2020 Jun;15(6):363-66. doi: 10.12788/jhm.3461..
Keywords: Diagnostic Safety and Quality, Risk, Medical Errors, COVID-19
Abrams EM, Greenhawt M
Risk communication during COVID-19.
This article focuses on ways the healthcare community can best communicate risk of COVID-19 to the public. Poor risk communication results in hoarding behavior which can lead to lack of medications and personal protective equipment. Utilizing social media channels to ensure an ongoing consistent media presence is one potential way to ensure appropriate risk communication. Including all stakeholders in broader public health messaging is also important.
AHRQ-funded; HS024599.
Citation: Abrams EM, Greenhawt M .
Risk communication during COVID-19.
J Allergy Clin Immunol Pract 2020 Jun;8(6):1791-94. doi: 10.1016/j.jaip.2020.04.012..
Keywords: COVID-19, Communication, Risk, Public Health, Emergency Preparedness