National Healthcare Quality and Disparities Report
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Topics
- Adverse Events (1)
- Cardiovascular Conditions (1)
- Central Line-Associated Bloodstream Infections (CLABSI) (2)
- Consumer Assessment of Healthcare Providers and Systems (CAHPS) (1)
- Data (1)
- Digestive Disease and Health (1)
- Disparities (1)
- Elderly (2)
- Healthcare-Associated Infections (HAIs) (3)
- Healthcare Cost and Utilization Project (HCUP) (2)
- Healthcare Costs (1)
- Healthcare Delivery (1)
- Healthcare Utilization (1)
- Health Systems (1)
- Heart Disease and Health (1)
- Home Healthcare (2)
- Hospitalization (1)
- Hospital Readmissions (2)
- Hospitals (8)
- Injuries and Wounds (1)
- Long-Term Care (1)
- Medicaid (1)
- Medicare (4)
- Mortality (1)
- Nursing Homes (1)
- Outcomes (1)
- Patient Experience (1)
- Patient Safety (6)
- Payment (9)
- Practice Patterns (1)
- Provider: Physician (3)
- (-) Provider Performance (25)
- Quality Improvement (5)
- Quality Indicators (QIs) (5)
- Quality Measures (5)
- Quality of Care (14)
- Racial and Ethnic Minorities (1)
- Research Methodologies (1)
- Sickle Cell Disease (1)
- Social Media (1)
- Surgery (3)
- Teams (1)
- Training (1)
- Vulnerable Populations (1)
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 25 Research Studies DisplayedCollins CR, Abel MK, Shui A
Preparing for participation in the centers for Medicare and Medicaid Services' bundle care payment initiative-advanced for major bowel surgery.
This study aimed to assess where the largest opportunities for care improvement lay with the bundled payment reimbursement model and how best to identify patients at high risk of suffering costly complications, including hospital readmission. The authors used a cohort of patients from 2014 and 2016 who met inclusion criteria for the Major Bowel Bundled Payment Program and performed a cost analysis to identify opportunities for improved care efficiency. Using the results, they identified readmissions as a target for improvement and then assessed whether the American College of Surgeons' National Surgical Quality Improvement Program surgical risk calculator (ACS NSQIP SRC) could accurately identify patients within the bundled payment population who were at high risk of readmission using a logistic regression model. Patients who were readmitted within 90-days post-surgery were 2.53 times more likely to be high-cost (>$60,000) then non-readmitted patients. However, the ACS NSQIP SRC did not accurately predict patients at high risk of readmission within the first 30 days post-surgery.
AHRQ-funded; HS024532.
Citation: Collins CR, Abel MK, Shui A .
Preparing for participation in the centers for Medicare and Medicaid Services' bundle care payment initiative-advanced for major bowel surgery.
Perioper Med 2022 Dec 9;11(1):54. doi: 10.1186/s13741-022-00286-9..
Keywords: Provider Performance, Payment, Hospital Readmissions, Quality Improvement, Quality of Care, Surgery, Medicare, Medicaid
Liao JM, Huang Q, Wang E
Performance of physician groups and hospitals participating in bundled payments among Medicare beneficiaries.
This cohort study compared how physician group practices (PGPs) performed in bundled payments compared with hospitals. The authors used 2011 to 2018 Medicare claims data to compare the association of participants in the Bundled Payments for Care Improvement (BCPI) initiative with episode outcomes. Primary outcome was 90-day total episode spending. The total sampled comprised data from 1,288,781 Medicare beneficiaries, of whom mean age was 76.2 years, 59.7% women, and 85.5% White, with 592,071 individuals receiving care from 6405 physicians in in BPCI-participating PGPs and 24,758 propensity-matched physicians in non-BPCI-participating PGPs. For PGPs, BPCI participation was associated with greater reductions in episode spending for surgical (difference, -$1648 to -$1088) but not for medical episodes (difference, -$410 to $206). Hospital participation in BPCI was associated with greater reductions in episode spending for both surgical ($1345 to -$675) and medical -$1139 to -$386) episodes.
AHRQ-funded; HS027595.
Citation: Liao JM, Huang Q, Wang E .
Performance of physician groups and hospitals participating in bundled payments among Medicare beneficiaries.
JAMA Health Forum 2022 Dec 2; 3(12):e224889. doi: 10.1001/jamahealthforum.2022.4889..
Keywords: Provider Performance, Payment, Hospitals, Medicare, Quality of Care
Maganty A, Hollenbeck BK, Kaufman SR
Implications of the merit-based incentive payment system for urology practices.
The purpose of this cross-sectional study was to analyze urologist performance in the Medicare merit-based incentive payment system (MIPS) for urology practices for 2017 and 2019 using Medicare data. MIPS scores were estimated by practice organization. The study found that urologists from small practices performed worse in MIPS and had a significantly lower adjusted odds ratio of receiving bonus payments in both 2017 and 2019 compared to larger group practices. Urologists who received penalties in 2017 had greater rates of consolidation by 2019 compared to those who were not penalized. The researchers concluded that smaller urology practices and urology practices caring for a greater percentage of dual eligible beneficiaries typically performed worse in the Medicare merit-based incentive payment system.
AHRQ-funded; HS025707.
Citation: Maganty A, Hollenbeck BK, Kaufman SR .
Implications of the merit-based incentive payment system for urology practices.
Urology 2022 Nov;169:84-91. doi: 10.1016/j.urology.2022.05.052..
Keywords: Payment, Provider Performance, Provider: Physician
Waters TM, Burns N, Kaplan CM
Combined impact of medicare's hospital pay for performance programs on quality and safety outcomes is mixed.
The authors examined the combined impact of Medicare's pay for performance (P4P) programs on clinical areas and populations targeted by the programs, as well as those outside their focus. Using HCUP data, and consistent with previous studies for individual programs, they detected minimal, if any, effect of Medicare's hospital P4P programs on quality and safety. They recommended a redesigning of the P4P programs before continuing to expand them.
AHRQ-funded; HS025148.
Citation: Waters TM, Burns N, Kaplan CM .
Combined impact of medicare's hospital pay for performance programs on quality and safety outcomes is mixed.
BMC Health Serv Res 2022 Jul 28;22(1):958. doi: 10.1186/s12913-022-08348-w..
Keywords: Healthcare Cost and Utilization Project (HCUP), Medicare, Payment, Provider Performance, Hospitals, Quality Indicators (QIs), Quality Measures, Quality Improvement, Quality of Care, Patient Safety
Reeves SL, Dombkowski KJ, Madden B
Considerations when aggregating data to measure performance across levels of the health care system.
Investigators examined attribution when measuring quality at varying levels of the health care system. Using Medicaid claims, they concluded that, when applying attribution models, it was essential to consider the potential to induce health disparities. Further, differential attribution may have unintentional consequences that deepen health disparities, particularly when considering incentive programs for health plans to improve the quality of care.
AHRQ-funded; HS025292; HS025299.
Citation: Reeves SL, Dombkowski KJ, Madden B .
Considerations when aggregating data to measure performance across levels of the health care system.
Acad Pediatr 2022 Apr;22(3s):S119-s24. doi: 10.1016/j.acap.2021.11.013..
Keywords: Sickle Cell Disease, Research Methodologies, Provider Performance
Kanters AE, Evilsizer SK, Regenbogen SE
Correlation of colorectal surgical skill with patient outcomes: a cautionary tale.
Some have proposed that video-based skill assessments be used as a way to measure technical skills, quality improvement, and credentialing in colorectal surgeons and other practitioners. However, it must first be determined whether video-based assessments can accurately predict patient outcomes. The researchers assembled a panel of 10 peer surgeons to evaluate videos of minimally invasive colectomy procedures submitted by 21 surgeons. Each surgeon submitted one video, and the videos were edited to highlight key steps in the procedure. The panel and the surgeon participants were all associated with the Michigan Surgical Quality Collaborative. The panel used a validated American Society of Colon and Rectal Surgeons assessment instrument to rate the surgeon’s skills. The surgeon’s ratings were then linked to a validated registry of surgical outcomes, and the researchers assessed the relationship between skill level and risk-adjusted complication rates. The researchers found that after risk-adjustment there was no statistically significant difference in complication rates between the bottom (17.5%) and top (16.8%) quartile surgeons (p=0.41). The study concluded that there was no correlation between video-based peer rating of minimally invasive colectomy and postoperative complications among specialty surgeons, and that caution should be used when utilizing video review in credentialing.
AHRQ-funded; HS025365.
Citation: Kanters AE, Evilsizer SK, Regenbogen SE .
Correlation of colorectal surgical skill with patient outcomes: a cautionary tale.
Dis Colon Rectum 2022 Mar;65(3):444-51. doi: 10.1097/dcr.0000000000002124..
Keywords: Surgery, Provider: Physician, Provider Performance, Digestive Disease and Health, Outcomes
Wang J, Ying M, Li Y
Home health agencies with more socially vulnerable patients have poorer experience of care ratings.
The purpose of this study was to evaluate the relationship between Medicare dual eligibility and race/ ethnicity when exploring Medicare-certified Home Health Agencies (CHHAs) and experience of care ratings. The researchers analyzed the 2017 national Consumer Assessment of Healthcare Providers and Systems and matched datasets of 10,906 CHHAs and found that CHHAs with higher concentrations of dual-eligible patients were less likely to have high experience of care ratings. In addition, CHHAs with higher proportions of racial/ ethnic minorities were less likely to have high experience of care ratings in the domains of care delivery, communication, and specific care issues.
AHRQ-funded; HS026893.
Citation: Wang J, Ying M, Li Y .
Home health agencies with more socially vulnerable patients have poorer experience of care ratings.
J Appl Gerontol 2022 Mar;41(3):661-70. doi: 10.1177/07334648211053859..
Keywords: Elderly, Home Healthcare, Vulnerable Populations, Provider Performance
Patel S, Pierce L, Jones M
Using participatory design to engage physicians in the development of a provider-level performance dashboard and feedback system.
This study examined the use of participatory design to engage physicians in the development of a provider-level performance dashboard and feedback system. The study took place at the University of California, San Francisco with 20 hospitalist physicians who participated in a series of six design sessions and two surveys. Key components of the feedback system were systematically addressed in each design session and survey, including design, metric selection, data delivery, and incentives. The authors used the Capability Opportunity Motivation and Behavior (COM-B) model to identify behavior change interventions to facilitate engagement with the dashboard during a pilot implementation. They found that physicians preferred collaboration over competition and internal motivation over external incentives and that the dashboard be used as a tool to aid in clinical practice improvement and not punitively by leadership. The physicians also felt that metrics that were clinical or patient-centered were perceived as more meaningful and more likely to motivate behavior change. Next steps after this study will be targeted feedback interventions to attempt to improve performance.
AHRQ-funded; HS026383.
Citation: Patel S, Pierce L, Jones M .
Using participatory design to engage physicians in the development of a provider-level performance dashboard and feedback system.
Jt Comm J Qual Patient Saf 2022 Mar; 48(3):165-72. doi: 10.1016/j.jcjq.2021.10.003..
Keywords: Provider Performance, Quality Improvement, Quality of Care
Konetzka RT, Davila H, Brauner DJ
The quality measures domain in Nursing Home Compare: is high performance meaningful or misleading?
The Federal Centers for Medicare and Medicaid Services publishes a Nursing Home Compare (NHC) web site that provides information to compare nursing homes across the nation. Since NHC began reporting the percent of nursing home residents suffering adverse outcomes, the negative outcomes decreased dramatically. However, the validity of scores has been questioned for nursing homes that score well on facility-reported measures but scored poorly on inspections. The study purpose was to determine whether nursing homes with these “discordant” scores are better than nursing homes that score poorly across all domains. The researchers analyzed national data from 2012- 2016, conducted in-depth interviews and observations of 12 nursing homes in 2017 to 2018, and studied nursing home performance trajectories over time. Both qualitative and quantitative methods were utilized and interpreted together. The study found that facilities identified as discordant took part in more quality improvement (QI) activities than those identified as poor performers, but those QI activities were lower-resource improvements and not of the type and scope that would impact improvements across other quality domains. It was determined that the poor-performing facilities appeared to lack the leadership and staff continuity required for even low-resource improvements. The study concluded that while high performance on quality measures using facility-reported data is mostly meaningful, and the quality measures domain should continue to be utilized in Nursing Home Compare, facilities identified as discordant still have quality defects.
AHRQ-funded; HS024967.
Citation: Konetzka RT, Davila H, Brauner DJ .
The quality measures domain in Nursing Home Compare: is high performance meaningful or misleading?
Gerontologist 2022 Feb 9;62(2):293-303. doi: 10.1093/geront/gnab054..
Keywords: Nursing Homes, Long-Term Care, Provider Performance, Quality Indicators (QIs), Quality Measures, Quality of Care
Schwartz ML, Rahman M, Thomas KS
Consumer selection and home health agency quality and patient experience stars.
The objective of this study was to compare the impact of the introduction of two distinct sets of star ratings, quality of care, and patient experience, on home health agency (HHA) selection. The investigators concluded that the introduction of quality of care and patient experience stars were associated with changes in HHA selection; however, the strength of these relationships was weaker than observed in other health care settings where a single star rating was reported.
AHRQ-funded; HS026440.
Citation: Schwartz ML, Rahman M, Thomas KS .
Consumer selection and home health agency quality and patient experience stars.
Health Serv Res 2022 Feb;57(1):113-24. doi: 10.1111/1475-6773.13867..
Keywords: Consumer Assessment of Healthcare Providers and Systems (CAHPS), Home Healthcare, Patient Experience, Quality Measures, Quality of Care, Provider Performance, Quality Indicators (QIs)
Gettel CJ, Han CR, Granovsky MA
Emergency clinician participation and performance in the Centers for Medicare & Medicaid Services merit-based incentive payment system.
Investigators sought to describe participation in the Merit-based Incentive Payment System (MIPS) and to examine differences in performance scores and payment adjustments based on reporting affiliation and reporting strategy. They found that clinicians reporting as individuals earned lower overall MIPS scores than those reporting within groups and MIPS alternative payment models (APMs) and more frequently incurred penalties with a negative payment adjustment. The authors concluded that emergency clinician participation is common, with one in four participating through MIPS APMs. Additionally, those employing specific strategies such as group reporting received the highest MIPS scores and payment adjustments, emphasizing the role that reporting strategy and affiliation play in the quality of care.
AHRQ-funded; HS027811.
Citation: Gettel CJ, Han CR, Granovsky MA .
Emergency clinician participation and performance in the Centers for Medicare & Medicaid Services merit-based incentive payment system.
Acad Emerg Med 2022 Jan;29(1):64-72. doi: 10.1111/acem.14373..
Keywords: Payment, Provider Performance
Reid RO, Tom AK, Ross RM
Physician compensation arrangements and financial performance incentives in US health systems.
This study examined physician compensation arrangements for primary care physicians (PCPs) and specialists among US health system-affiliated physician organizations (POs) and measured the portion of total physician compensation based on quality and cost performance. This study used a cross-sectional mixed-methods analysis of in-depth multimodal data (compensation document review, interviews with 40 PO leaders, and surveys conducted between November 2017 and July 2019) from 31 POs affiliated with 22 purposefully selected health systems in 4 states. The most common compensation arrangement was volume-based (68.2% mean for PCPs and 73.7% mean for specialists). Incentives for quality and cost performance were common, but compensation based on those were not common (9.0% mean for PCPs, 4.5% mean for specialists).
AHRQ-funded; HS024067.
Citation: Reid RO, Tom AK, Ross RM .
Physician compensation arrangements and financial performance incentives in US health systems.
JAMA Health Forum 2022 Jan;3(1):e214634. doi: 10.1001/jamahealthforum.2021.4634..
Keywords: Health Systems, Provider: Physician, Payment, Provider Performance
Catchpole K, Neyens DM, Abernathy J
Framework for direct observation of performance and safety in healthcare.
This viewpoint paper discusses non-participant direct observation of healthcare processes as a rich method for understanding safety and performance improvement. The authors suggest that as a prospective method for error prediction and modelling, observation can capture a broad range of performance issues that can be related to higher aspects of the system.
AHRQ-funded; HS024380.
Citation: Catchpole K, Neyens DM, Abernathy J .
Framework for direct observation of performance and safety in healthcare.
BMJ Qual Saf 2017 Dec;26(12):1015-21. doi: 10.1136/bmjqs-2016-006407..
Keywords: Healthcare Delivery, Patient Safety, Provider Performance, Quality Improvement
Paddock SM, Damberg CL, Yanagihara D
What role does efficiency play in understanding the relationship between cost and quality in physician organizations?
Previous studies demonstrate overuse of a narrow set of services, suggesting provider inefficiency, but existing studies neither quantify inefficiency more broadly nor assess its variation across physician organizations (POs). This study found that POs had substantial variation in efficiency, producing widely differing levels of quality for the same cost.
AHRQ-funded; HS021860.
Citation: Paddock SM, Damberg CL, Yanagihara D .
What role does efficiency play in understanding the relationship between cost and quality in physician organizations?
Med Care 2017 Dec;55(12):1039-45. doi: 10.1097/mlr.0000000000000823.
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Keywords: Practice Patterns, Healthcare Costs, Quality of Care, Quality Improvement, Payment, Provider Performance
Masnick M, Morgan DJ, Sorkin JD
Can national healthcare-associated infections (HAIs) data differentiate hospitals in the United States?
This study was designed to determine whether patients using the Centers for Medicare and Medicaid Services (CMS) Hospital Compare website can use nationally reported healthcare-associated infection (HAI) data to differentiate hospitals. The authors concluded that HAI data generally are reported by enough hospitals to meet minimal criteria for useful comparisons in many geographic locations, though this varies by type of HAI.
AHRQ-funded; HS018111.
Citation: Masnick M, Morgan DJ, Sorkin JD .
Can national healthcare-associated infections (HAIs) data differentiate hospitals in the United States?
Infect Control Hosp Epidemiol 2017 Oct;38(10):1167-71. doi: 10.1017/ice.2017.179..
Keywords: Quality of Care, Healthcare-Associated Infections (HAIs), Hospitals, Provider Performance, Quality Measures
Adams JL, Paddock SM
Misclassification risk of tier-based physician quality performance systems.
The authors estimated misclassification rates for two-category high-quality physician identification systems. They found that current methods for profiling physicians on quality may produce misleading results, and that misclassification is a policy-relevant measure of the potential impact of tiering on providers, payers, and patients. They concluded that quantifying misclassification rates should inform the construction of high-performance networks and quality improvement initiatives.
AHRQ-funded; HS021860.
Citation: Adams JL, Paddock SM .
Misclassification risk of tier-based physician quality performance systems.
Health Serv Res 2017 Aug;52(4):1277-96. doi: 10.1111/1475-6773.12561.
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Keywords: Provider Performance, Quality of Care, Payment
Smith SN, Reichert HA, Ameling JM
Dissecting Leapfrog: how well do Leapfrog safe practices scores correlate with Hospital Compare ratings and penalties, and how much do they matter?
Voluntary Leapfrog Safe Practices Score (SPS) measures were among the first public reports of hospital performance. Recently, Medicare's Hospital Compare website has reported compulsory measures. Leapfrog's Hospital Safety Score (HSS) grades incorporate SPS and Medicare measures. The researchers evaluated associations between Leapfrog SPS and Medicare measures. They found that voluntary Leapfrog SPS measures skew toward positive self-report and bear little association with compulsory Medicare outcomes and penalties.
AHRQ-funded; HS019767; HS024385; HS018334.
Citation: Smith SN, Reichert HA, Ameling JM .
Dissecting Leapfrog: how well do Leapfrog safe practices scores correlate with Hospital Compare ratings and penalties, and how much do they matter?
Med Care 2017 Jun;55(6):606-14. doi: 10.1097/mlr.0000000000000716.
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Keywords: Patient Safety, Central Line-Associated Bloodstream Infections (CLABSI), Healthcare-Associated Infections (HAIs), Hospitals, Provider Performance
DeLancey JO, Softcheck J, Chung JW
Associations between hospital characteristics, measure reporting, and the Centers for Medicare & Medicaid Services Overall Hospital Quality Star Ratings.
This study evaluated associations between hospital characteristics, number and types of measures reported, and the star ratings. Of 3,591 hospitals receiving a star rating,4 or 5 stars were awarded to 15.8 percent of major teaching hospitals, 18.8 percent of other teaching hospitals, 30.2 percent of community hospitals, 33.3 percent of critical access hospitals, and 87.3 percent of specialty hospitals.
AHRQ-funded; HS021857.
Citation: DeLancey JO, Softcheck J, Chung JW .
Associations between hospital characteristics, measure reporting, and the Centers for Medicare & Medicaid Services Overall Hospital Quality Star Ratings.
JAMA 2017 May 16;317(19):2015-17. doi: 10.1001/jama.2017.3148.
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Keywords: Hospitals, Quality of Care, Quality Measures, Provider Performance, Patient Safety
Fernandez R, Shah S, Rosenman ED
Developing team cognition: a role for simulation.
Evidence from team science research demonstrates a strong relationship between team cognition and team performance and suggests a role for simulation in the development of this team-level construct. In this article, the researchers synthesize research from the broader team science literature to provide foundational knowledge regarding team cognition and highlight best practices for using simulation to target team cognition.
AHRQ-funded; HS020295; HS022458.
Citation: Fernandez R, Shah S, Rosenman ED .
Developing team cognition: a role for simulation.
Simul Healthc 2017 Apr;12(2):96-103. doi: 10.1097/sih.0000000000000200.
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Keywords: Teams, Training, Provider Performance, Patient Safety
Mendelson A, Kondo K, Damberg C
The effects of pay-for-performance programs on health, health care use, and processes of care: a systematic review.
This review updated and expanded a prior review examining the effects of P4P programs targeted at the physician, group, managerial, or institutional level on process-of-care and patient outcomes in ambulatory and inpatient settings. It found that pay-for-performance programs may be associated with improved processes of care in ambulatory settings, but consistently positive associations with improved health outcomes have not been demonstrated in any setting.
AHRQ-funded; HS022981.
Citation: Mendelson A, Kondo K, Damberg C .
The effects of pay-for-performance programs on health, health care use, and processes of care: a systematic review.
Ann Intern Med 2017 Mar 7;166(5):341-53. doi: 10.7326/m16-1881.
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Keywords: Payment, Provider Performance, Healthcare Utilization, Quality of Care
Lewis VA, Fraze T, Fisher ES
ACOs serving high proportions of racial and ethnic minorities lag in quality performance.
Researchers analyzed racial and ethnic disparities in health care outcomes among accountable care organizations (ACOs). Their findings suggest that ACOs with a high share of minority patients may struggle with quality performance under ACO contracts, especially during their early years of participation-maintaining or potentially exacerbating current inequities.
AHRQ-funded; HS024075.
Citation: Lewis VA, Fraze T, Fisher ES .
ACOs serving high proportions of racial and ethnic minorities lag in quality performance.
Health Aff 2017 Jan;36(1):57-66. doi: 10.1377/hlthaff.2016.0626.
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Keywords: Disparities, Racial and Ethnic Minorities, Provider Performance, Quality Indicators (QIs), Quality of Care
Davis JD, Olsen MA, Bommarito K
All-payer analysis of heart failure hospitalization 30-day readmission: comorbidities matter.
In this study, the researchers investigated readmission characteristics and the magnitude of 30-day hospital readmissions after hospital discharge for heart failure using the Healthcare Cost and Utilization Project State Inpatient Databases (SID). They found in this large all-payer cohort, ∼70% of 30-day readmissions were for non-heart failure causes, and the median time to readmission was 12 days.
AHRQ-funded; HS019455.
Citation: Davis JD, Olsen MA, Bommarito K .
All-payer analysis of heart failure hospitalization 30-day readmission: comorbidities matter.
Am J Med 2017 Jan;130(1):93.e9-93.e28. doi: 10.1016/j.amjmed.2016.07.030..
Keywords: Cardiovascular Conditions, Heart Disease and Health, Healthcare Cost and Utilization Project (HCUP), Hospital Readmissions, Hospitalization, Hospitals, Provider Performance
Govindan S, Chopra V, Iwashyna TJ
Do clinicians understand quality metric data? An evaluation in a Twitter-derived sample.
The researchers assessed clinician comprehension of central line-associated blood stream infection (CLABSI) quality metric data. It found that the mean percentage of correct answers was 61 percent. Overall, doctor performance was better than performance by nurses and other respondents. In basic numeracy, mean percent correct was 82 percent. For risk-adjustment numeracy, the mean percent correct was 70 percent.
AHRQ-funded; HS022835.
Citation: Govindan S, Chopra V, Iwashyna TJ .
Do clinicians understand quality metric data? An evaluation in a Twitter-derived sample.
J Hosp Med 2017 Jan;12(1):18-22.
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Keywords: Central Line-Associated Bloodstream Infections (CLABSI), Data, Quality of Care, Provider Performance, Social Media
George EI, Ročková V, Rosenbaum PR
Mortality rate estimation and standardization for public reporting: Medicare’s Hospital Compare.
The authors calibrated Bayesian recommendation systems by checking, out of sample, whether predictions aggregate to give correct general advice derived from another sample. Their process leads to substantial revisions in the Hospital Compare model for acute myocardial infarction mortality. They found that indirect standardization, as currently used by Hospital Compare, fails to adequately control for differences in patient risk factors and systematically underestimates mortality rates at the low volume hospitals. They proposed direct standardization instead.
AHRQ-funded; HS021854.
Citation: George EI, Ročková V, Rosenbaum PR .
Mortality rate estimation and standardization for public reporting: Medicare’s Hospital Compare.
Journal of the American Statistical Association 2017;112(519):933-47. doi: 10.1080/01621459.2016.1276021.
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Keywords: Hospitals, Medicare, Mortality, Provider Performance
Calderwood MS, Kleinman K, Huang SS
Surgical site infections: volume-outcome relationship and year-to-year stability of performance rankings.
The researchers evaluated the volume-outcome relationship as well as the year-to-year stability of performance rankings following coronary artery bypass graft (CABG) surgery and hip arthroplasty. They concluded that aggregate surgical site infection risk is highest in hospitals with low annual procedure volumes. Even for higher volume hospitals, year-to-year random variation makes past experience an unreliable estimator of current performance.
AHRQ-funded; HS021424.
Citation: Calderwood MS, Kleinman K, Huang SS .
Surgical site infections: volume-outcome relationship and year-to-year stability of performance rankings.
Med Care 2017 Jan;55(1):79-85. doi: 10.1097/mlr.0000000000000620.
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Keywords: Surgery, Healthcare-Associated Infections (HAIs), Adverse Events, Injuries and Wounds, Hospitals, Provider Performance, Quality Indicators (QIs), Quality of Care, Patient Safety, Elderly