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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
51 to 75 of 759 Research Studies DisplayedPatnode CD, Redmond N, Iacocca MO
Behavioral counseling interventions to promote a healthy diet and physical activity for cardiovascular disease prevention in adults without known cardiovascular disease risk factors: updated evidence report and systematic review for the US Preventive Serv
This paper’s objective was to synthesize the evidence on benefits and harms of behavioral counseling interventions to promote a healthy diet and physical activity in adults without known cardiovascular disease (CVD) risk factors to inform a USPSTF recommendation. Findings showed that healthy diet and physical activity behavioral counseling interventions for persons without a known risk of CVD were associated with small but statistically significant benefits across a variety of important intermediate health outcomes and small to moderate effects on dietary and physical activity behaviors.
AHRQ-funded; 290201500007I.
Citation: Patnode CD, Redmond N, Iacocca MO .
Behavioral counseling interventions to promote a healthy diet and physical activity for cardiovascular disease prevention in adults without known cardiovascular disease risk factors: updated evidence report and systematic review for the US Preventive Serv
JAMA 2022 Jul 26;328(4):375-88. doi: 10.1001/jama.2022.7408..
Keywords: U.S. Preventive Services Task Force (USPSTF), Lifestyle Changes, Cardiovascular Conditions, Risk, Prevention, Nutrition
Raper JD, Thomas AM, Lupez K
Can right ventricular assessments improve triaging of low risk pulmonary embolism?
Researchers sought to determine if right ventricle (RV) assessment variables add prognostic accuracy for 5-day clinical deterioration in patients classified low risk by the Simplified Pulmonary Embolism Severity Index and to determine the prognostic importance of RV assessments compared to other variables and to each other. They found that a pulmonary embolism triaging strategy with RV imaging assessments had superior prognostic performance at classifying low risk for 5-day clinical deterioration versus one without.
AHRQ-funded; HS025979.
Citation: Raper JD, Thomas AM, Lupez K .
Can right ventricular assessments improve triaging of low risk pulmonary embolism?
Acad Emerg Med 2022 Jul;29(7):835-50. doi: 10.1111/acem.14484..
Keywords: Respiratory Conditions, Blood Clots, Risk
Rothberg MB, Hamilton AC, Greene MT
Derivation and validation of a risk factor model to identify medical inpatients at risk for venous thromboembolism.
This study’s objective was to compare multiple risk assessment models for hospitalized patients at high risk for venous thromboembolism (VTE). The authors developed a derivation cohort using 6 years of data from 12 hospitals to identify risk factors associated with developing VTE within 14 days of admission. The cohort included 155,026 patients with a 14-day VTE rate of 0.68%. The final multivariable model contained 13 risk factors and good calibration, and performance was evaluated using the C-statistic. The temporal validation cohort had 53,210 patients with a VTE rate of 0.64% and the external cohort had 23,413 patients and a rate of 0.49%. The Cleveland Clinic Model (CCM) outperformed both the Padua and IMPROVE models in the temporal cohort. In the external cohort the CCM C-statistic was similar to Padua and outperformed IMPROVE.
AHRQ-funded; HS022883.
Citation: Rothberg MB, Hamilton AC, Greene MT .
Derivation and validation of a risk factor model to identify medical inpatients at risk for venous thromboembolism.
Thromb Haemost 2022 Jul;122(7):1231-38. doi: 10.1055/a-1698-6506..
Keywords: Inpatient Care, Risk, Blood Clots
Kerlikowske K, Su YR, Sprague BL
Association of screening with digital breast tomosynthesis vs digital mammography with risk of interval invasive and advanced breast cancer.
The purpose of this study was to compare digital breast tomosynthesis (DBT) with digital mammography to determine whether DBT was correlated with lower rates of internal invasive cancer and advanced breast cancer, taking into consideration breast density and breast cancer risk. From 2011 through 2018, the researchers studied a cohort of 504,427 women between the ages of 40 and 79 who underwent 375,189 screening DBT exams and 1,003,900 screening digital mammography exams, and who were then followed up for cancer diagnoses between 2011 and 2019 after being identified via linkage to state or regional cancer registries. The median age at the time of screening was 58 years (IQR 50-65 years) and the diagnostic screenings took place at 44 Breast Cancer Surveillance Consortium (BCSC) facilities in the United States. The study found that among women at low to average risk, or at high risk with almost entirely fatty, scattered fibroglandular densities, or heterogeneously dense breasts, advanced cancer rates were not significantly different for DBT vs digital mammography. There was no significant difference between DBT and digital mammography for interval cancer rates per 1000 exams. Interval invasive cancer rates were also not significantly different among the 413,061 examinations with BCSC 5-year risk of 1.67% or higher (high risk) across breast density categories, or among all the 836,250 examinations with BCSC 5-year risk less than 1.67% (low to average-risk). For the 3.6% of women with extremely dense breasts and at high risk of breast cancer (13,291 examinations in the DBT group and 31,300 in the digital mammography group) advanced cancer rates per 1000 examinations were significantly lower for DBT vs digital mammography, but not for women at low to average risk (10,611 examinations in the DBT group and 37,796 in the digital mammography group). The researchers reported that there was no significant difference in the 96.4% of women with extremely dense breasts not at high risk, heterogeneously dense breasts, or nondense breasts, and concluded that screening with DBT vs digital mammography was associated with a significantly lower risk of advanced breast cancer among the 3.6% of women with extremely dense breasts and at high risk of breast cancer, and was not associated with a significant difference in risk of interval invasive cancer.
AHRQ-funded; HS018366.
Citation: Kerlikowske K, Su YR, Sprague BL .
Association of screening with digital breast tomosynthesis vs digital mammography with risk of interval invasive and advanced breast cancer.
JAMA 2022 Jun 14;327(22):2220-30. doi: 10.1001/jama.2022.7672..
Keywords: Cancer: Breast Cancer, Cancer, Screening, Women, Imaging, Risk
Gonzales HM, Fleming JN, Gebregziabher M
A critical analysis of the specific pharmacist interventions and risk assessments during the 12-month TRANSAFE Rx randomized controlled trial.
The objective of this study was to describe frequency and types of interventions made during a pharmacist-led, mobile health-based intervention of high-risk kidney transplant (KTX) recipients and to assess impact on patient risk levels. Primary pharmacist intervention types were medication reconciliation, patient education, and medication changes. The authors concluded that pharmacist-led mHealth may enhance opportunities for interventions and mitigate risk levels in KTX recipients.
AHRQ-funded; HS023754.
Citation: Gonzales HM, Fleming JN, Gebregziabher M .
A critical analysis of the specific pharmacist interventions and risk assessments during the 12-month TRANSAFE Rx randomized controlled trial.
Ann Pharmacother 2022 Jun; 56(6):685-90. doi: 10.1177/10600280211044792..
Keywords: Provider: Pharmacist, Medication: Safety, Medication, Risk, Transplantation, Kidney Disease and Health, Adverse Drug Events (ADE), Medical Errors, Patient Safety
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
Giannouchos TV, Gómez-Lumbreras A, Malone DC
Risk of tizanidine-induced adverse events after concomitant exposure to ciprofloxacin: a cohort study in the U.S.
This study’s aim was to assess the risk of hypotension with coadministration of tizanidine (a painkiller medicine) and ciprofloxacin (an antibiotic). An observational nested cohort study was conducted using patients 18 years or older on tizanidine using data from electronic health records from 2000 to 2018 in the US. The analysis included 70,110 encounters across 221 hospitals. Most encounters were female (65.7%), whites (82.4%) with an average age of 56 years and an Elixhauser comorbidity index of 1.6. Only 2487 encounters (3.6%) had a co-administration of ciprofloxacin. An increased likelihood of hypotension was associated with co-administration compared to patients who did not receive ciprofloxacin.
AHRQ-funded; HS025984.
Citation: Giannouchos TV, Gómez-Lumbreras A, Malone DC .
Risk of tizanidine-induced adverse events after concomitant exposure to ciprofloxacin: a cohort study in the U.S.
Am J Emerg Med 2022 May;55:147-51. doi: 10.1016/j.ajem.2022.03.008..
Keywords: Medication, Adverse Drug Events (ADE), Adverse Events, Risk
Hobensack M, Ojo M, Barrón Y
Documentation of hospitalization risk factors in electronic health records (EHRs): a qualitative study with home healthcare clinicians.
The objectives of this study were to identify risk factors that home healthcare clinicians associate with patient deterioration and to understand clinicians’ response to and documentation of these risk factors. The authors interviewed multidisciplinary home healthcare clinicians and used directed content analysis to identify risk factors for deterioration. A total of 79 risk factors were identified by the clinicians, who responded most often by communicating with the prescribing provider or following up with patients and caregivers. Clinicians also acknowledged that social factors played a role in deterioration risk. The authors noted that, since most risk factors were documented in clinical notes, methods such as natural language processing are needed to extract them. They concluded that by providing a comprehensive list of risk factors grounded in clinician expertise and mapped to standardized terminologies, the results of their study supported the development of an early warning system for patient deterioration.
AHRQ-funded; HS027742.
Citation: Hobensack M, Ojo M, Barrón Y .
Documentation of hospitalization risk factors in electronic health records (EHRs): a qualitative study with home healthcare clinicians.
J Am Med Inform Assoc 2022 Apr 13;29(5):805-12. doi: 10.1093/jamia/ocac023..
Keywords: Electronic Health Records (EHRs), Health Information Technology (HIT), Home Healthcare, Risk, Hospitalization
Khodneva Y, Goyal P, Levitan EB
Depressive symptoms and incident hospitalization for heart failure: findings From the REGARDS Study.
The purpose of this study was to determine whether depressive symptoms are associated with incident heart failure (HF), including hospitalization for HF overall or by subtype: HF with preserved (HFpEF) or reduced ejection fraction (HFrEF). The study found that over a median of 9.2 years of follow-up, there were 872 incident HF hospitalizations, 526 among those without CHD and 334 among those with CHD. The age-adjusted HF hospitalization incidence rates per 1000 person-years were 4.9 for participants with depressive symptoms compared with 3.2 for participants without depressive symptoms. For overall HF, the elevated risk lessened after controlling for covariates. Among those without baseline CHD, when HFpEF was evaluated separately, after controlling for all covariates, depressive symptoms were related with incident hospitalization. In contrast, depressive symptoms were not related with incident HFrEF hospitalizations. The researchers concluded that among individuals without CHD at baseline, depressive symptoms were related with incident hospitalization for HFpEF, but not for those with baseline CHD or HFrEF.
AHRQ-funded; HS013852.
Citation: Khodneva Y, Goyal P, Levitan EB .
Depressive symptoms and incident hospitalization for heart failure: findings From the REGARDS Study.
J Am Heart Assoc 2022 Apr 5;11(7):e022818. doi: 10.1161/jaha.121.022818..
Keywords: Depression, Behavioral Health, Heart Disease and Health, Cardiovascular Conditions, Hospitalization, Risk
Bucholz EM, Toomey SL, McCulloch CE EM, Toomey SL, McCulloch CE
Adjusting for social risk factors in pediatric quality measures: adding to the evidence base.
The purpose of this study was to evaluate a method for incorporating social risk variables into a pediatric measure of utilization from the Pediatric Quality Measures Program (PQMP). The researchers utilized data from California Medicaid claims (2015-16) and Massachusetts All Payer Claims Database (2014-2015) to assess health plan performance using the Pediatric Asthma Emergency Department Use measure. The study found that of 133 health plans serving 404,649 pediatric patients with asthma, 7% to 13% changed performance categories after social risk adjustment. Health plans that shifted to higher performance categories cared for lower socioeconomic status (SES) patients, while those that shifted to lower performance categories cared for higher SES patients. The study concluded that adjustment for social risk factors shifted performance rankings on the PQMP Pediatric Asthma Emergency Department Use measure for a large number of health plans.
AHRQ-funded; HS025297; HS025299.
Citation: Bucholz EM, Toomey SL, McCulloch CE EM, Toomey SL, McCulloch CE .
Adjusting for social risk factors in pediatric quality measures: adding to the evidence base.
Acad Pediatr 2022 Apr;22(3s):S108-s14. doi: 10.1016/j.acap.2021.09.023..
Keywords: Children/Adolescents, Quality Measures, Quality of Care, Risk, Social Determinants of Health
Dixon DD, Xu M, Akwo EA
Depressive symptoms and incident heart failure risk in the Southern Community Cohort Study.
This study’s aim was to examine whether greater frequency of depressive symptoms associates with increased risk of incident heart failure (HF). The authors studied 23,937 Black or White Southern Community Cohort Study participants (median age: 53 years, 70% Black, 64% women) enrolled between 2002 and 2009, without prevalent HF, who were receiving Centers for Medicare and Medicaid Services coverage. Depressive symptoms were assessed using the Center for Epidemiologic Studies Depression Scale (CESD-10) and incident HF ascertained from the Centers for Medicare and Medicaid Services International Classification of Diseases-9th Revision (ICD-9) (code: 428.x) and ICD-10 (codes: I50, I110) codes through December 31, 2016. The median CESD-10 score was 9. Over a median 11-year follow-up, 25% of participants developed HF. The strongest correlates of depressive symptoms were antidepressant medication use, age, and socioeconomic factors, rather than traditional HF risk factors. Greater frequency of depressive symptoms was associated with increased incident HF risk without variation by race or sex.
AHRQ-funded; HS026395.
Citation: Dixon DD, Xu M, Akwo EA .
Depressive symptoms and incident heart failure risk in the Southern Community Cohort Study.
JACC Heart Fail 2022 Apr;10(4):254-62. doi: 10.1016/j.jchf.2021.11.007..
Keywords: Depression, Heart Disease and Health, Cardiovascular Conditions, Risk
Kim HN, Nance RM, Lo Re V
Development and validation of a model for prediction of end-stage liver disease in people with HIV.
The authors developed and validated a risk-prediction model for end-stage liver disease (ESLD) among people with HIV (PWH). They developed and validated a risk prediction model for ESLD among PWH who received care in 12 cohorts of the North American AIDS Cohort Collaboration on Research and Design and found that their model of readily accessible clinical parameters predicted ESLD in a large diverse population of PWH.
AHRQ-funded; 90047713.
Citation: Kim HN, Nance RM, Lo Re V .
Development and validation of a model for prediction of end-stage liver disease in people with HIV.
J Acquir Immune Defic Syndr 2022 Apr;89(4):396-404. doi: 10.1097/qai.0000000000002886..
Keywords: Chronic Conditions, Human Immunodeficiency Virus (HIV), Risk
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
Jacobsohn GC, Leaf M, Liao F
Collaborative design and implementation of a clinical decision support system for automated fall-risk identification and referrals in emergency departments.
The authors used a collaborative and iterative approach to design and implement an automated clinical decision support system (CDS) for Emergency Department (ED) providers to identify and refer older adult ED patients at high risk of future falls. The system was developed using collaborative input from an interdisciplinary design team and integrated seamlessly into existing ED workflows. A key feature of development was the unique combination of patient experience strategies, human-centered design, and implementation science, which allowed for the CDS tool and intervention implementation strategies to be designed simultaneously. Challenges included: usability problems, data inaccessibility, time constraints, low appointment availability, high volume of patients, and others. The study concluded that using the collaborative, iterative approach was successful in achieving all project goals, and could be applied to other cases.
AHRQ-funded; HS024558.
Citation: Jacobsohn GC, Leaf M, Liao F .
Collaborative design and implementation of a clinical decision support system for automated fall-risk identification and referrals in emergency departments.
Healthc 2022 Mar;10(1):100598. doi: 10.1016/j.hjdsi.2021.100598..
Keywords: Elderly, Clinical Decision Support (CDS), Shared Decision Making, Falls, Risk, Emergency Department, Health Information Technology (HIT)
Ellis RP, Hsu HE, Siracuse JJ
Development and assessment of a new framework for disease surveillance, prediction, and risk adjustment: the diagnostic items classification system.
The purpose of this study was to develop an updated classification framework for predicting diverse health care payment, quality, and performance outcomes, based on the International Classification of Diseases, Tenth Revision, Clinical Modification (ICD-10-CM). All ICD-10-CM diagnoses were mapped into 3 types of diagnostic items (DXIs): main effect DXIs that specify diseases; modifiers, such as timing and acuity; and scaled variables, such as body mass index, gestational age, and birth weight. The primary outcome was annual health care spending top-coded at $250 000, and the researchers predicted 14 different outcomes, including: hospital days and admissions; emergency department visits; enrollee out-of-pocket spending; spending for 6 types of services; and overall and plan-paid health care spending. The researchers created 3223 DXIs: 2435 main effects, 772 modifiers, and 16 scaled items. The study found that relative to HHS-HCCs, the use of DXIs reduced underpayment for enrollees with rare diagnoses by 83%. The researchers concluded that in this study, for all spending and utilization outcomes considered, the new DXI classification system demonstrated improved predictions over current diagnostic classification systems.
AHRQ-funded; HS026485
Citation: Ellis RP, Hsu HE, Siracuse JJ .
Development and assessment of a new framework for disease surveillance, prediction, and risk adjustment: the diagnostic items classification system.
JAMA Health Forum 2022 Mar;3(3):e220276. doi: 10.1001/jamahealthforum.2022.0276..
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Keywords: Risk, Research Methodologies
Kleinman LC, Howell EA
Equity and the hazard of veiled injustice: a methodological reflection on risk adjustment.
The researchers report that in the context of quality improvement research, risk adjustment (RA) methods can obscure disparities in health care. In this study the researchers address the impact of considering equity when conducting risk adjustments in pediatric health, and describe the danger of veiled justice, a type of overadjustment that takes place when risk adjustments obscure real disparities because more than one covariate, such as race and socioeconomic status, are on related causal paths. Underadjustment can occur when these same structural characteristics are not addressed when calculating models of payment. The purpose of this study was to describe the literature and present a conceptual framework that identifies these two problems for validity related to the interactions between risk adjustment and health equity in pediatric health care. The researchers conclude that the science of quality improvement must address issues of health equity as an essential construct, with the development of a specific conceptual model. Statistical analysis should be interpreted using the conceptual model, and the dynamics of child development and life course should also be addressed, as well as additional contextual and process factors such as the role of caregivers and public insurance, the epidemiology of the disease, family financial status, and others. The goal of RA is to make valid conclusions such that observed differences can be attributed to the relevant causes. When higher risk is attributed to social determinants and not disease differences, RA can obscure disparities (veiled injustice) and differences at the population level and experienced by individuals are falsely hidden. Not addressing these same structural characteristics when calculating models of payment can lead to patterns of underadjustment. The authors advise that these 2 sides of a similar coin reveal the critical importance of both the underlying model and the capacity to reliably evaluate disparities and quality.
AHRQ-funded; HS020518; 233201550088A.
Citation: Kleinman LC, Howell EA .
Equity and the hazard of veiled injustice: a methodological reflection on risk adjustment.
Pediatrics 2022 Mar;149(Suppl 3). doi: 10.1542/peds.2020-045948G.
Keywords: Children/Adolescents, Disparities, Racial and Ethnic Minorities, Risk
Di M, Keeney T, Belanger E
Global risk indicator and therapy for older patients with diffuse large B-cell lymphoma: a population-based study.
The objective of this study was to examine the impact of global risk on treatment selection and outcomes among older home care recipients with diffuse large B-cell lymphoma. Researchers selected patients diagnosed with diffuse large B-cell lymphoma who had pretreatment Outcome and Assessment Information Set (OASIS) evaluations from SEER-Medicare. High-risk patients were less likely to receive chemotherapy and were more likely to experience acute mortality, emergency department visits, hospitalization or intensive care unit admission, and had inferior overall survival rates. The researchers concluded that global risk on the basis of OASIS was easily available and offered a potential way to improve patient selection for curative treatment and institution of preventive measures.
AHRQ-funded; HS000011.
Citation: Di M, Keeney T, Belanger E .
Global risk indicator and therapy for older patients with diffuse large B-cell lymphoma: a population-based study.
JCO Oncol Pract 2022 Mar; 18(3):e383-e402. doi: 10.1200/op.21.00513..
Keywords: Elderly, Cancer, Risk
Wei YJ, Chen C, Lewis MO
Trajectories of prescription opioid dose and risk of opioid-related adverse events among older Medicare beneficiaries in the United States: a nested case-control study.
This study used a sample of older patients who are Medicare beneficiaries who were newly prescribed opioids to determine rates of 4 prescription opioid dose trajectories and the risk of opioid-related adverse events (ORAEs). A 5% random sample of Medicare beneficiaries from 2011 to 2018 was used to conduct a nested case-control study of patients age 65 and older who were newly diagnosed with chronic noncancer pain (CNCP). Among the cases and controls, 2,192 (70.6%) were women and mean age was 77.1 years. Four prescribed opioid trajectories before the incident ORAE diagnosis or matched date emerged: gradual dose discontinuation (from ≤3 to 0 daily morphine milligram equivalent (MME), 1,456 [23.5%]), gradual dose increase (from 0 to >3 daily MME, 1,878 [30.3%]), consistent low dose (between 3 and 5 daily MME, 1,510 [24.3%]), and consistent moderate dose (>20 daily MME, 1,362 [22.0%]). Less than 5% were prescribed a mean daily dose of ≥90 daily MME during 6 months before diagnosis or matched date. Patients with gradual dose discontinuation versus those with a consistent low or moderate dose, and increase dose were more likely to be 65 to 74 years, Midwest US residents, and receiving no low-income subsidy. Those with gradual dose increase and consistent moderate dose had a higher risk of ORAE, after adjustment for covariates.
AHRQ-funded; HS027230.
Citation: Wei YJ, Chen C, Lewis MO .
Trajectories of prescription opioid dose and risk of opioid-related adverse events among older Medicare beneficiaries in the United States: a nested case-control study.
PLoS Med 2022 Mar;19(3):e1003947. doi: 10.1371/journal.pmed.1003947..
Keywords: Elderly, Opioids, Medication, Adverse Drug Events (ADE), Adverse Events, Risk, Chronic Conditions, Pain, Substance Abuse, Behavioral Health, Medication: Safety, Patient Safety
Zhang NJ, Rameau P, Julemis M
Automated pulmonary embolism risk assessment using the Wells criteria: validation study.
The authors sought to create an automated process to calculate the Wells score for pulmonary embolism for emergency department patients, which might reduce unnecessary computed tomography pulmonary angiography (CTPA) testing. They designed the process using electronic health records data elements, including free-text fields, and calculated Wells scores for a sample of adult emergency department visits that resulted in a CTPA study for pulmonary embolism at two tertiary care hospitals in New York. After validation, the authors concluded that the development of the automated process to classify risk for pulmonary embolism in emergency department visits was successful.
AHRQ-funded; HS026196.
Citation: Zhang NJ, Rameau P, Julemis M .
Automated pulmonary embolism risk assessment using the Wells criteria: validation study.
JMIR Form Res 2022 Feb 28;6(2):e32230. doi: 10.2196/32230.
Keywords: Blood Clots, Respiratory Conditions, Risk, Emergency Department
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)
Flannery DD, Mukhopadhyay S, Morales KH
Delivery characteristics and the risk of early-onset neonatal sepsis.
This retrospective cohort study identified term and preterm infants at lowest risk of culture-confirmed early-onset sepsis (EOS) using delivery characteristics and also determined antibiotic use among them. The study cohort included term and preterm infants born 2009 to 2014 with blood culture with or without cerebrospinal fluid culture obtained ≤72 hours after birth. Low EOS risk criteria included: cesarean delivery, without labor or membrane rupture before delivery, and no antepartum concern for intraamniotic infection or nonreassuring fetal status. Among 53,575 births, 7549 (14.1%) were evaluated and 41 (0.5%) of those infants had EOS. For 1121 evaluated infants there were low-risk delivery characteristics and none had EOS. Duration of antibiotics administered to infants born with and without low-risk characteristics was not different.
AHRQ-funded; HS027468.
Citation: Flannery DD, Mukhopadhyay S, Morales KH .
Delivery characteristics and the risk of early-onset neonatal sepsis.
Pediatrics 2022 Feb;149(2). doi: 10.1542/peds.2021-052900..
Keywords: Newborns/Infants, Sepsis, Risk, Labor and Delivery, Antibiotics, Medication
Carpenter K, Scavotto M, McGovern A
Early parental knowledge of late effect risks in children with cancer.
This study assessed early parental knowledge of late effect risks in children with cancer. The cohort included parents of children receiving cancer treatment at Dana-Farber/Boston Children’s Cancer and Blood Disorders Center. The parents were surveyed about their knowledge of their child’s likelihood of eight late effects. Only 11 out of 96 parents correctly identified all their child’s risk for the eight late effects. Five of eight effects were the median number of correctly identified late effect risks. Among the 21 parents whose children were at risk for ototoxicity, 95% correctly identified this risk. Conversely, parents were less knowledgeable about risks of second malignancy, cardiac toxicity, neurocognitive impairment, and infertility.
AHRQ-funded; HS022986.
Citation: Carpenter K, Scavotto M, McGovern A .
Early parental knowledge of late effect risks in children with cancer.
Pediatr Blood Cancer 2022 Feb;69(2):e29473. doi: 10.1002/pbc.29473..
Keywords: Children/Adolescents, Cancer, Risk, Education: Patient and Caregiver, Health Literacy
Yunusa I, Gagne JJ, Yoshida K
Risk of opioid overdose associated with concomitant use of oxycodone and selective serotonin reuptake inhibitors.
Oxycodone is a potent prescription opioid. Some Selective Serotonin Reuptake Inhibitors (SSRIs) inhibit oxycodone metabolism in the body, but the clinical consequences of this interaction on overdose risk have not been adequately determined. The study researchers compared the rates of opioid overdoses in patients who had initiated oxycodone while taking enzyme-inhibiting SSRIs with the overdose rates of patents who had initiated oxycodone while taking non-enzyme inhibiting SSRIs. Data from 3 U.S. health insurance databases was used to analyze a cohort of adults who initiated oxycodone while receiving SSRI therapy between the years 2000 and 2020. Of the total of 2,037,490 who initiated oxycodone, 69.6% were receiving SSRIs at the time of the initiation of the oxycodone. One-thousand-thirty-five overdose events were observed during this time, and the resulting incidence rate in those initiating oxycodone while using enzyme-inhibiting SSRI’s was higher than in those using other SSRIs. The researchers concluded that in the study cohort of U.S. adults, there is a small increased risk of opioid overdose when initiating oxycodone in patients taking enzyme-inhibiting SSRIs.
AHRQ-funded; HS027623.
Citation: Yunusa I, Gagne JJ, Yoshida K .
Risk of opioid overdose associated with concomitant use of oxycodone and selective serotonin reuptake inhibitors.
JAMA Netw Open 2022 Feb;5(2):e220194. doi: 10.1001/jamanetworkopen.2022.0194..
Keywords: Opioids, Medication, Risk, Depression, Adverse Drug Events (ADE), Adverse Events
Fatemi P, Zhang Y, Han SS
A, et al. External validation of a predictive model of adverse events following spine surgery.
The authors externally validated a previously developed predictive model for common 30-day adverse events after spine surgery, the Risk Assessment Tool for Adverse Events after Spine Surgery (RAT-Spine). Their results are presented as low-, moderate-, and high-risk designations.
AHRQ-funded; HS023800.
Citation: Fatemi P, Zhang Y, Han SS .
A, et al. External validation of a predictive model of adverse events following spine surgery.
Spine J 2022 Jan;22(1):104-12. doi: 10.1016/j.spinee.2021.06.006..
Keywords: Surgery, Adverse Events, Orthopedics, Risk
Squires A, Ma C, Miner S
Assessing the influence of patient language preference on 30 day hospital readmission risk from home health care: a retrospective analysis.
In home health care, language barriers are understudied. Language barriers between patients and providers are known to affect a variety of patient outcomes. How a patient's language preference influences hospital readmission risk from home health care has yet to be determined. The objective of this retrospective cross-sectional study was to determine if home care patients' language preference is associated with their risk for hospital readmission from home health care within 30 days of hospital discharge.
AHRQ-funded; HS023593.
Citation: Squires A, Ma C, Miner S .
Assessing the influence of patient language preference on 30 day hospital readmission risk from home health care: a retrospective analysis.
Int J Nurs Stud 2022 Jan;125:104093. doi: 10.1016/j.ijnurstu.2021.104093..
Keywords: Cultural Competence, Home Healthcare, Hospital Readmissions, Risk, Communication