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 25 of 59 Research Studies DisplayedTan MS, Heise CW, Gallo T
Relationship between a risk score for QT interval prolongation and mortality across rural and urban inpatient facilities.
The objectives of this retrospective observational study were to evaluate the relationship between a modified Tisdale QTc-risk score (QTc-RS), inpatient mortality, and length of stay in a broad inpatient population with an order for a medication with a known risk of torsades de pointes (TdP). Inpatient data from 28 healthcare facilities in the western US were used. The results indicated that there is a strong relationship between increased mortality as well as longer duration of hospitalization with an increasing QTc-RS.
AHRQ-funded; HS026662.
Citation: Tan MS, Heise CW, Gallo T .
Relationship between a risk score for QT interval prolongation and mortality across rural and urban inpatient facilities.
J Electrocardiol 2023 Mar;77:4-9. doi: 10.1016/j.jelectrocard.2022.11.008.
Keywords: Heart Disease and Health, Cardiovascular Conditions, Mortality, Rural Health, Urban Health, Risk
Yabroff KR, Han X, Zhao J
AHRQ Author: Kirby J
Association of health insurance coverage disruptions with mortality risk among US working-age adults.
This cohort study assessed associations of a prior coverage disruption with mortality risk among large, nationally representative cohorts of working-age adults aged 18 to 64 with public or private health insurance coverage. Most research had previously been conducted among Medicaid enrollees, and little is known about insurance disruption among privately insured adults. The study used data from the 2000 to 2018 National Health Interview Survey (NIHS), specifically from the NHIS Linked Mortality files which contain data from the National Death Index. All data was deidentified and publicly available. The authors found that disruptions were associated with a higher mortality risk in either publicly or privately insured adults.
AHRQ-authored.
Citation: Yabroff KR, Han X, Zhao J .
Association of health insurance coverage disruptions with mortality risk among US working-age adults.
JAMA Health Forum 2022 Nov;3(11):e224258. doi: 10.1001/jamahealthforum.2022.4258..
Keywords: Health Insurance, Mortality, Risk, Access to Care
Interrante JD, Tuttle MS, Admon LK
Severe maternal morbidity and mortality risk at the intersection of rurality, race and ethnicity, and Medicaid.
Using maternal discharge records from childbirth hospitalizations in the HCUP National Inpatient Sample, 2007-15, researchers examined differences in rates of severe maternal morbidity and mortality by rural or urban geography, race and ethnicity, and clinical factors among Medicaid-funded births and privately insured hospital births. The highest rate of severe maternal morbidity and mortality occurred among rural Indigenous Medicaid-funded births; births among Black rural and urban residents and among Hispanic urban residents also experienced elevated rates. The researchers concluded that heightened rates of severe maternal morbidity and mortality among Medicaid-funded births indicate an opportunity for state and federal policy responses to address the maternal health challenges faced by Medicaid beneficiaries, including Black, Indigenous, and rural residents
AHRQ-funded; HS027640.
Citation: Interrante JD, Tuttle MS, Admon LK .
Severe maternal morbidity and mortality risk at the intersection of rurality, race and ethnicity, and Medicaid.
Womens Health Issues 2022 Nov-Dec;32(6):540-49. doi: 10.1016/j.whi.2022.05.003..
Keywords: Healthcare Cost and Utilization Project (HCUP), Maternal Care, Women, Pregnancy, Mortality, Risk, Racial and Ethnic Minorities, Medicaid
Bongiovanni T, Hernandez S, Ledesma Y
Surviving traumatic injury, only to die of acute drug poisoning: should trauma centers be a path for intervention?
This study’s objective was to determine the incidence and characteristics of and risk factors for trauma patients suffering death by unintentional drug overdose. This retrospective chart review was conducted on all admitted trauma patients 18 years or older at the only level-1 trauma center in the San Francisco area from 2012 to 2012, matched with unintentional overdose decedents from the California death registry. Of 9,860 patients residing in San Francisco at the time of their trauma during the study period 1,418 died, 107 (0.3/100 person-years) from unintentional overdose. Overdose decedents were 84% male, 50% white, with a mean age of 48 years. Twenty percent of deaths occurred within 3 months of hospitalization, and 40% were attributed to a prescription opioid.
AHRQ-funded; HS026383; 233201500020I.
Citation: Bongiovanni T, Hernandez S, Ledesma Y .
Surviving traumatic injury, only to die of acute drug poisoning: should trauma centers be a path for intervention?
Surgery 2021 Oct;170(4):1249-54. doi: 10.1016/j.surg.2021.03.003.
AHRQ-funded; HS026383; 233201500020I..
AHRQ-funded; HS026383; 233201500020I..
Keywords: Trauma, Medication, Risk, Mortality
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
Coley RY, Johnson E, Simon GE
Racial/ethnic disparities in the performance of prediction models for death by suicide after mental health visits.
This study looked at racial/ethnic disparities in the performance of prediction models for death by suicide after mental health visit. The main outcome measured was the suicide rate within 90 days after a mental health visit. The study used a 50% sample of visits from a random set of outpatients at 7 large integrated health care systems by patients 13 years and older (6,984,184 visits). Suicide rates were highest for visits by patients with no race/ethnicity recorded, followed by Asian, White, American Indian/Alaskan Native, Hispanic, and Black. Sensitivity of both models used were high for White, Hispanic, and Asian patients and poor for Black and American Indian/Alaskan Native patients and patients with no race/ethnicity recorded.
AHRQ-funded; HS026369.
Citation: Coley RY, Johnson E, Simon GE .
Racial/ethnic disparities in the performance of prediction models for death by suicide after mental health visits.
JAMA Psychiatry 2021 Jul;78(7):726-34. doi: 10.1001/jamapsychiatry.2021.0493..
Keywords: Disparities, Racial and Ethnic Minorities, Behavioral Health, Mortality, 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
Kadri SS, Lai YL, Warner S
Inappropriate empirical antibiotic therapy for bloodstream infections based on discordant in-vitro susceptibilities: a retrospective cohort analysis of prevalence, predictors, and mortality risk in US hospitals.
Researchers sought to establish the population-level burden, predictors, and mortality risk of in-vitro susceptibility-discordant empirical antibiotic therapy among patients with bloodstream infections. They found that approximately one in five patients with bloodstream infections in US hospitals received discordant empirical antibiotic therapy, receipt of which was closely associated with infection with antibiotic-resistant pathogens. Receiving discordant empirical antibiotic therapy was associated with increased odds of mortality overall, even in patients without sepsis. They concluded that early identification of bloodstream pathogens and resistance will probably improve population-level outcomes.
AHRQ-funded.
Citation: Kadri SS, Lai YL, Warner S .
Inappropriate empirical antibiotic therapy for bloodstream infections based on discordant in-vitro susceptibilities: a retrospective cohort analysis of prevalence, predictors, and mortality risk in US hospitals.
Lancet Infect Dis 2021 Feb;21(2):241-51. doi: 10.1016/s1473-3099(20)30477-1..
Keywords: Antibiotics, Medication, Sepsis, Antimicrobial Stewardship, Mortality, Risk
Li K, Ferguson T, Embil J
Risk of kidney failure, death, and cardiovascular events after lower limb complications in patients with CKD.
Investigators sought to determine how interim lower limb complications modify the subsequent risk of progression to kidney failure, all-cause mortality before kidney failure, and cardiovascular events in a cohort of patients with chronic kidney disease (CKD) stages G3 to G5. Patient-level data obtained from several administrative databases from Manitoba, Canada, were analyzed. They found that interim lower limb complications were associated with an increased risk of kidney failure, all-cause mortality before kidney failure, and cardiovascular-related hospitalization. They stated that clinical trials of screening and treatment strategies for patients with CKD at risk for lower limb complications may help determine optimal strategies to manage this risk.
AHRQ-funded; HS018574.
Citation: Li K, Ferguson T, Embil J .
Risk of kidney failure, death, and cardiovascular events after lower limb complications in patients with CKD.
Kidney Int Rep 2021 Feb;6(2):381-88. doi: 10.1016/j.ekir.2020.11.010..
Keywords: Kidney Disease and Health, Cardiovascular Conditions, Chronic Conditions, Risk, Adverse Events, Mortality, Outcomes
Bath J, Smith JB, Woodard J
Complex relationship between low albumin level and poor outcome after lower extremity procedures for peripheral artery disease.
Researchers sought to examine the association of low albumin level with outcomes in patients undergoing open and endovascular lower extremity procedures for peripheral artery disease. Subjects were patients with peripheral artery disease undergoing lower extremity procedures, selected from Cerner Health Facts database using ICD-9 diagnosis and procedure codes. They found that low preoperative albumin levels were associated with in-hospital death, prolonged length of stay, and severe morbidity after open and endovascular lower extremity procedures. They recommended that elective procedures be deferred until albumin levels have been optimized.
Citation: Bath J, Smith JB, Woodard J .
Complex relationship between low albumin level and poor outcome after lower extremity procedures for peripheral artery disease.
J Vasc Surg 2021 Jan;73(1):200-09. doi: 10.1016/j.jvs.2020.04.524..
Keywords: Cardiovascular Conditions, Surgery, Outcomes, Mortality, 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
Khera R, Kondamudi N, Zhong L
Temporal trends in heart failure incidence among Medicare
This retrospective, national cohort study looked at temporal trends in heart failure (HF) incidence among Medicare beneficiaries from 2011 to 2016. There had been a decline in claims during that time period. Five percent of all fee-for-service Medicare beneficiaries with no prior HF diagnosis were followed up from 2011-2016. Annual trends were examined in HF incidence among groups with and without primary HF risk factors (hypertension, diabetes, and obesity) and predisposing cardiovascular conditions (acute myocardial infarction (MI) and atrial fibrillation (AF). Of the approximately 1.8 million Medicare beneficiaries at risk for HF, 249,832 had a new diagnosis of HF. The prevalence of all 5 risk factors had increased during the 5-year study period. There was a relative decline in HF incidence among beneficiaries with primary HF risk factors, but incidence increased among individuals with acute MI and AF.
AHRQ-funded; HS022418.
Citation: Khera R, Kondamudi N, Zhong L .
Temporal trends in heart failure incidence among Medicare
JAMA Netw Open 2020 Oct;3(10):e2022190. doi: 10.1001/jamanetworkopen.2020.22190.
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Keywords: Heart Disease and Health, Cardiovascular Conditions, Medicare, Risk, Elderly, Mortality
Andrews PS, Wang S, Perkins AJ
Relationship between intensive care unit delirium severity and 2-year mortality and health care utilization.
Critical care patients with delirium are at an increased risk of functional decline and mortality long term. The objective of this study was to determine the relationship between delirium severity in the intensive care unit and mortality and acute health care utilization within 2 years after hospital discharge. The investigators concluded that increased delirium severity and days of delirium or coma were associated with higher mortality risk 2 years after discharge.
AHRQ-funded; P30 HS024384.
Citation: Andrews PS, Wang S, Perkins AJ .
Relationship between intensive care unit delirium severity and 2-year mortality and health care utilization.
Am J Crit Care 2020 Jul 1;29(4):311-17. doi: 10.4037/ajcc2020498..
Keywords: Intensive Care Unit (ICU), Neurological Disorders, Mortality, Risk
Lindell RB, Nishisaki A, Weiss SL
Risk of mortality in immunocompromised children with severe sepsis and septic shock.
This study’s objective was to assess the risk of mortality for immunocompromised children admitted to the hospital with septic shock or sepsis. This retrospective multicenter cohort study used eighty-three centers in the Virtual Pediatric systems database. The cohort included children admitted to the pediatric intensive care unit (PICU) with severe sepsis or septic shock from 2012-2016. Across 83 centers, 10,768 PICU admissions with an International Classification of Diseases, 9th Revision, Clinical Modification code for severe sepsis or septic shock were identified; with 3,021 of these patients (28%) having an immunocompromised diagnosis. PICU mortality rates varied widely by center, and those centers with a higher mean number of sepsis patients per month in a center had a lower PICU mortality rate. Multiple prior malignancies, hemophagocytic lymphohistiocytosis, congenital immunodeficiency, and hematopoietic cell transplant are conditions independently associated with an increased odds of PICU mortality in children with severe sepsis or septic shock.
AHRQ-funded; HS024511; HS026939; HS021583; HS022464.
Citation: Lindell RB, Nishisaki A, Weiss SL .
Risk of mortality in immunocompromised children with severe sepsis and septic shock.
Crit Care Med 2020 Jul;48(7):1026-33. doi: 10.1097/ccm.0000000000004329..
Keywords: Children/Adolescents, Mortality, Sepsis, Risk, Intensive Care Unit (ICU), Hospitalization, Hospitals
Basciotta M, Zhou W, Ngo L
Antipsychotics and the risk of mortality or cardiopulmonary arrest in hospitalized adults.
Investigators sought to evaluate the risk of death or nonfatal cardiopulmonary arrest in hospitalized adults exposed to antipsychotics. They found that, in hospitalized adults, typical antipsychotics were associated with increased mortality or cardiopulmonary arrest, whereas atypical antipsychotics were only associated with increased risk among adults age 65 years and older. They recommended that providers be thoughtful when prescribing antipsychotic medications, especially to older adults in settings where data regarding benefit are lacking.
AHRQ-funded; HS026215.
Citation: Basciotta M, Zhou W, Ngo L .
Antipsychotics and the risk of mortality or cardiopulmonary arrest in hospitalized adults.
J Am Geriatr Soc 2020 Mar;68(3):544-50. doi: 10.1111/jgs.16246..
Keywords: Medication, Risk, Hospitalization, Cardiovascular Conditions, Mortality, Elderly
McIsaac DI, Taljaard M, Bryson GL
Frailty as a predictor of death or new disability after surgery: a prospective cohort study.
The purpose of this study was to compare the accuracy of the modified Fried Index (mFI) and the Clinical Frailty Scale (CFS) to predict death or patient-reported new disability 90 days after major elective surgery. Results showed that older people with frailty are significantly more likely to die or experience a new patient-reported disability after surgery and that although accuracy was similar, the CFS, compared to the mFI, was easier to use and feasibility was higher.
AHRQ-funded; HS023313.
Citation: McIsaac DI, Taljaard M, Bryson GL .
Frailty as a predictor of death or new disability after surgery: a prospective cohort study.
Ann Surg 2020 Feb;271(2):283-89. doi: 10.1097/sla.0000000000002967..
Keywords: Elderly, Patient-Centered Outcomes Research, Surgery, Mortality, Adverse Events, Risk, Outcomes
Dworsky JQ, Childers CP, Gornbein J
Hospital experience predicts outcomes after high-risk geriatric surgery.
This study examined if there an association between a hospital’s annual volume of high-risk geriatric surgery and their risk of inpatient mortality, postoperative length of stay, and discharge to nursing facility. Using the 2014 National Inpatient Sample, older adults were identified who had undergone high-risk geriatric surgery. There were an estimated 514,950 hospital encounters at 3,115 hospitals undergoing surgery. A higher proportion of high-risk geriatric surgery patients was associated with decreased mortality and shorter postoperative length of stay. Higher volume hospitals were not associated with mortality but was associated with longer length of stay and decreased discharge to nursing facilities.
AHRQ-funded; HS000046; HS025079.
Citation: Dworsky JQ, Childers CP, Gornbein J .
Hospital experience predicts outcomes after high-risk geriatric surgery.
Surgery 2020 Feb;167(2):468-74. doi: 10.1016/j.surg.2019.07.026..
Keywords: Healthcare Cost and Utilization Project (HCUP), Elderly, Surgery, Risk, Hospitals, Outcomes, Mortality
Angraal S, Mortazavi BJ, Gupta A
Machine learning prediction of mortality and hospitalization in heart failure with preserved ejection fraction.
This study developed models to predict the risk of death and hospitalization in patients with heart failure (HF) with preserved ejection fraction (HFpEF). Data was used from the TOPCAT (Treatment of Preserved Cardiac Function Heart Failure with an Aldosterone Antagonist) clinical trial. Five methods: logistic regression with a forward selection of variables; logistic regression with a lasso regularization for variable selection; random forest (RF); gradient descent boosting; and support vector machine, were used to train models for assessing risks of mortality and HF hospitalization through 3 years of follow-up and were validated using 5-fold cross-validation. RF was found to be the best performing model for predicting mortality and HF hospitalization. Blood urea nitrogen levels, body mass index, and Kansas City Cardiomyopathy Questionnaire (KCCQ) subscale scores were strongly associated with mortality, while hemoglobin level, blood urea nitrogen, time since previous HF hospitalization, and KCCQ scores were the most significant predictors of HF hospitalization.
AHRQ-funded; HS023000.
Citation: Angraal S, Mortazavi BJ, Gupta A .
Machine learning prediction of mortality and hospitalization in heart failure with preserved ejection fraction.
JACC Heart Fail 2020 Jan;8(1):12-21. doi: 10.1016/j.jchf.2019.06.013..
Keywords: Heart Disease and Health, Cardiovascular Conditions, Mortality, Hospitalization, Risk, Health Status, Health Information Technology (HIT)
Xu X, Lin H, Wright JD
Association between power morcellation and mortality in women with unexpected uterine cancer undergoing hysterectomy or myomectomy.
Despite concerns that power morcellation may adversely affect prognosis of patients with occult uterine cancer, empirical evidence has been limited and inconclusive. In this study, the investigators aimed to determine whether uncontained power morcellation at the time of hysterectomy or myomectomy was associated with increased mortality risk in women with occult uterine cancer.
AHRQ-funded; HS024702.
Citation: Xu X, Lin H, Wright JD .
Association between power morcellation and mortality in women with unexpected uterine cancer undergoing hysterectomy or myomectomy.
J Clin Oncol 2019 Dec 10;37(35):3412-24. doi: 10.1200/jco.19.00562..
Keywords: Cancer, Mortality, Women, Surgery, Risk, Adverse Events
Patel DK, Duncan MS, Shah AS
Association of cardiac rehabilitation with decreased hospitalization and mortality risk after cardiac valve surgery.
Investigators sought to characterize cardiac rehabilitation (CR) enrollment after cardiac valve surgery and its association with outcomes, including hospitalizations and mortality. Subjects were all fee-for-service Medicare beneficiaries undergoing open cardiac valve surgery in 2014, identified by inpatient diagnosis codes for open aortic, mitral, tricuspid, and pulmonary valve surgery. They found that fewer than half of Medicare beneficiaries undergoing cardiac valve surgery enrolled in CR programs, and there were marked racial/ethnic disparities among those who do. They recommend further study on barriers to CR enrollment in this population.
AHRQ-funded; HS022990.
Citation: Patel DK, Duncan MS, Shah AS .
Association of cardiac rehabilitation with decreased hospitalization and mortality risk after cardiac valve surgery.
JAMA Cardiol 2019 Dec;4(12):11887-1301. doi: 10.1001/jamacardio.2019.4032..
Keywords: Cardiovascular Conditions, Heart Disease and Health, Rehabilitation, Hospitalization, Surgery, Mortality, Risk, Elderly
Mehta HB, Yong S, Sura SD
Development of comorbidity score for patients undergoing major surgery.
The goal of this study was to develop and validate a claims-based comorbidity score and compare to established comorbidity scores. The researchers used Medicare data to find adults 65 and older who had undergone major surgery to predict 1-year mortality, and 30-day hospital readmission. The comorbidity score was compared to the Charlson, Elixhauser, and CMC-HCC scores. Their newly developed comorbidity score better predicted outcomes than the established comorbidity score systems in the surgical population.
AHRQ-funded; HS022134.
Citation: Mehta HB, Yong S, Sura SD .
Development of comorbidity score for patients undergoing major surgery.
Health Serv Res 2019 Dec;54(6):1223-32. doi: 10.1111/1475-6773.13209..
Keywords: Surgery, Risk, Mortality
Fritz BA, Cui Z, Zhang M
Deep-learning model for predicting 30-day postoperative mortality.
The currently available prediction tools using summaries of intraoperative data are limited by their inability to reflect shifting risk associated with intraoperative physiological perturbations. In this study the investigators sought to compare similar benchmarks to a deep-learning algorithm predicting postoperative 30-day mortality. They concluded that a deep-learning time-series model improved prediction compared with models with simple summaries of intraoperative data.
AHRQ-funded; HS024581.
Citation: Fritz BA, Cui Z, Zhang M .
Deep-learning model for predicting 30-day postoperative mortality.
Br J Anaesth 2019 Nov;123(5):688-95. doi: 10.1016/j.bja.2019.07.025..
Keywords: Adverse Events, Health Information Technology (HIT), Mortality, Risk, Surgery
Goldstone AB, Chiu P, Baiocchi M
Interfacility transfer of Medicare beneficiaries with acute type a aortic dissection and regionalization of care in the United States.
Researchers investigated the hypothesis that regionalizing care at high-volume hospitals for acute type A aortic dissections will lower mortality. Operative mortality and long-term survival were compared for Medicare beneficiaries diagnosed with an acute type A aortic dissection who were transferred versus not transferred, underwent surgery at high-volume versus low-volume hospitals, and were rerouted versus not rerouted to a high-volume hospital for treatment. The researchers found that, despite delaying surgery, a regionalization policy that transfers patients to high-volume hospitals was associated with a 7.2% absolute risk reduction in operative mortality. They recommended that policymakers evaluate the feasibility and benefits of regionalizing the surgical treatment of acute type A aortic dissection in the United States.
AHRQ-funded; HS022192.
Citation: Goldstone AB, Chiu P, Baiocchi M .
Interfacility transfer of Medicare beneficiaries with acute type a aortic dissection and regionalization of care in the United States.
Circulation 2019 Oct 8;140(15):1239-50. doi: 10.1161/circulationaha.118.038867..
Keywords: Transitions of Care, Medicare, Heart Disease and Health, Cardiovascular Conditions, Patient-Centered Outcomes Research, Risk, Evidence-Based Practice, Mortality, Hospitals
Kundi H, Popma JJ, Valsdottir LR
The value of claims-based nontraditional risk factors in predicting long-term mortality after MitraClip procedure.
The goals of this study were to identify nontraditional risk factors coded in administrative claims data and to evaluate their ability to improve prediction of long-term mortality in patients undergoing percutaneous mitral valve repair. Patients undergoing transcatheter mitral valve repair using MitraClip implantation were identified among Medicare fee-for-service beneficiaries; researchers used nested Cox regression models to identify claims codes predictive of long-term mortality. Four groups of variables were introduced: cardiac, noncardiac, and nontraditional risk factors, and presentation characteristics. The authors conclude that risk-prediction models, which include nontraditional risk factors as identified in claims data, can be used to predict long-term mortality risk more accurately in patients who have undergone MitraClip procedures.
AHRQ-funded; HS024520.
Citation: Kundi H, Popma JJ, Valsdottir LR .
The value of claims-based nontraditional risk factors in predicting long-term mortality after MitraClip procedure.
Can J Cardiol 2018 Dec;34(12):1648-54. doi: 10.1016/j.cjca.2018.10.002..
Keywords: Cardiovascular Conditions, Elderly, Mortality, Heart Disease and Health, Medicare, Risk, Surgery
Reeder HT, Shen C, Buxton AE
Joint shock/death risk prediction model for patients considering implantable cardioverter-defibrillators.
This study’s goal was to develop a joint shock/death risk prediction tool for patients who received implantable cardioverter-defibrillators (ICDs). Secondary analysis of patients was conducted as part of the SCD-HeFT trial (Sudden Cardiac Death in Heart Failure Trial). An illness-death regression model was applied for both ICD shocks and deaths. Among 803 ICD recipients, 430 (53.5%) did not receive an ICD shock or die, 206 (25.7%) received at least 1 shock but did not die, 113 (14.1%) died before receiving a shock, and 54 (6.7%) received at least 1 shock but still died. This predictive performance can be used as a tool for individualized counseling for patients contemplating an ICD.
AHRQ-funded; HS024520.
Citation: Reeder HT, Shen C, Buxton AE .
Joint shock/death risk prediction model for patients considering implantable cardioverter-defibrillators.
Circ Cardiovasc Qual Outcomes 2019 Aug;12(8):e005675. doi: 10.1161/circoutcomes.119.005675..
Keywords: Heart Disease and Health, Cardiovascular Conditions, Medical Devices, Risk, Decision Making, Mortality