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Showing results for "a research on the use of outcome data".

21. Cost-effective enhancement of claims data to improve comparisons of patient safety. | PSNet
    psnet.ahrq.gov/issue/cost-effective-enhancement-claims-data-improve-comparisons-patient-safety
    December 21, 2014 - Cost-Effective Enhancement of Claims Data to Improve Comparisons of Patient Safety. … The authors explored the cost-effectiveness of enhancing hospital administrative claims data with clinical … August 20, 2018 The benefits of health information technology: a review of the recent … use and electronic health records on hospital patient safety. … by the Agency for Healthcare Research and Quality's Patient Safety Indicators methodology.

22. Measurement of Patient Safety | PSNet
    psnet.ahrq.gov/primer/measurement-patient-safety
    September 15, 2024 - in widely varying terms (as a wall, fan, spear, snake, or tree), depending on which part of the animal … Outcome measures assess the incidence or prevalence of adverse events or preventable death . … The Leapfrog Hospital Survey evaluates hospitals based on structural metrics—the use of specific patient … Their specific recommendations included establishing a standardized set of process and outcome measures … for use on a national basis (as well as retiring outdated measures), creating measures of patient safety

23. Psn-Pdf (pdf file)
    psnet.ahrq.gov/node/865373/psn-pdf
    March 27, 2024 - the most exciting aspects of AI is the ability to access more data. … I think we can do that through better use of unstructured data, better understanding of patient flow … Up to this point, a lot of our models for patient care only focused on one outcome at a time. … We can use that data to help predict outcomes for those patients, such as if the brain may have some … AI systems are trained on training data; in other words, on patterns they’ve seen before, on known failure

24. In Conversation With... Dr. Michelle Schreiber on Measuring Patient Safety | PSNet
    psnet.ahrq.gov/perspective/conversation-dr-michelle-schreiber-measuring-patient-safety
    December 14, 2022 - That is great, but what is the outcome of the process and how is the patient actually doing?  … This is our commitment regarding quality measurement—a focus on patient safety metrics, equity, outcome … The timeliness of obtaining data is also a critique of administrative or claims-based measures. … Claims-based measures use billing data elements that are part of claims data to assess quality performance … subset of dQMs that use EMR data, into its quality reporting programs.

25. Emerging Safety Issues in Artificial Intelligence | PSNet
    psnet.ahrq.gov/perspective/emerging-safety-issues-artificial-intelligence
    February 20, 2019 - .( 2 ) More recently, however, AI research has focused on machine learning as a way to use past examples … Machine learning behavior, on the other hand, is dependent on the data on which it has been trained. … labeling of the patient's outcome, or inappropriate application of a machine learning system to a different … clinicians did.( 9 ) In cases such as these, the outcome severity must be considered when training a … Multicentre validation of a sepsis prediction algorithm using only vital sign data in the emergency department

26. Building a safety culture. | PSNet
    psnet.ahrq.gov/issue/building-safety-culture
    December 21, 2014 - the importance of supporting a just culture in the National Health Service. … analysis of a prospective database of physician self-reported occurrences. … September 28, 2010 The Research on Adverse Drug Events and Reports (RADAR) project. … Veterans Health Administration data? … July 14, 2009 Validity of selected AHRQ Patient Safety Indicators based on VA National

27. Intraoperative surgical performance measurement and outcomes: choose your tools carefully. | PSNet
    psnet.ahrq.gov/issue/intraoperative-surgical-performance-measurement-and-outcomes-choose-your-tools-carefully
    June 17, 2015 - June 17, 2015 An overview of research priorities in surgical simulation: what the literature … June 28, 2013 The impact of nontechnical skills on technical performance in surgery: … December 14, 2022 Surgical data recording technology: a solution to address medical … September 18, 2019 AORN Position Statement on Criminalization of Human Errors in the … at a tertiary children's hospital: targeted interventions to increase the rate of reporting.

28. Strategies and Approaches for Tracking Improvements in Patient Safety | PSNet
    psnet.ahrq.gov/primer/strategies-and-approaches-tracking-improvements-patient-safety
    June 15, 2024 - It graphically depicts the frequency with which various values of a variable occur in a set of data. … the distribution of data. … Scatter Plot A scatter plot (or scatter diagram) graphs pairs of numerical data, one variable on each … age of a patient and the frequency of use of “teach-back” methods in a clinic. … Figure 2: Scatter plot of use of teach-back vs patient age Run Charts A run chart

29. U.S. Department of Veterans Affairs Medical Center, Houston, TX, and Baylor College of Medicine Revised Safer Diagnosis (Safer Dx) Instrument | PSNet
    psnet.ahrq.gov/innovation/us-department-veterans-affairs-medical-center-houston-tx-and-baylor-college-medicine
    February 26, 2025 - In this study, the instrument yielded overall accuracy of 84%. 2 A study published in 2017 on use of … Examples of research uses include the following: A study on the incidence and origins of diagnostic … Description of the Innovative Activity The Safer Diagnosis (Safer Dx) Instrument is a structured data … data. 18    There are no published results on validation of the revised tool. … Department of Veterans Affairs (VA) Health Services Research and Development Service VA National Center

30. The SAGES FUSE program: bridging a patient safety gap. | PSNet
    psnet.ahrq.gov/issue/sages-fuse-program-bridging-patient-safety-gap
    April 05, 2017 - substances in the operating room, use of highly-specialized technologies, and insufficient clinician … April 5, 2017 Surgeons don't know what they don't know about the safe use of energy in … October 19, 2012 The SAGES Fundamental Use of Surgical Energy program (FUSE): history … June 10, 2013 The Research on Adverse Drug Events and Reports (RADAR) project. … May 8, 2019 The SAGES Fundamental Use of Surgical Energy program (FUSE): history, development

31. Psn-Pdf (pdf file)
    psnet.ahrq.gov/node/33884/psn-pdf
    July 01, 2019 - .(2) More recently, however, AI research has focused on machine learning as a way to use past examples … Machine learning behavior, on the other hand, is dependent on the data on which it has been trained. … inadequate labeling of the patient's outcome, or inappropriate application of a machine learning system … "(3) Preliminary results of a large scale study on the Apple Watch were recently presented to the American … Multicentre validation of a sepsis prediction algorithm using only vital sign data in the emergency

32. The association between complications, incidents, and patient experience: retrospective linkage of routine patient experience surveys and safety data. | PSNet
    psnet.ahrq.gov/issue/association-between-complications-incidents-and-patient-experience-retrospective-linkage
    February 20, 2019 - A past PSNet perspective highlighted the experience of a health care professional as a patient. … after 20 years of patient safety research. … adverse events or the end of adverse events as a useful metric? … June 9, 2021 Putting out fires: a qualitative study exploring the use of patient complaints … July 10, 2019 Effect of day of the week on short- and long-term mortality after emergency

33. Improving self-reporting of adverse drug events in a West Virginia hospital. | PSNet
    psnet.ahrq.gov/issue/improving-self-reporting-adverse-drug-events-west-virginia-hospital
    March 10, 2011 - Florida data and 6 years of Alabama data reveal. … February 10, 2012 Outcome of 6 years of protocol use for preventing wrong site office … July 5, 2017 The effect of provider characteristics on the responses to medication-related … anaesthesia: protocol, methods, and analysis of data. … January 18, 2012 The effect of executive walk rounds on nurse safety climate attitudes

34. Technology as a Tool for Improving Patient Safety | PSNet
    psnet.ahrq.gov/perspective/technology-tool-improving-patient-safety
    April 26, 2023 - Clinical Decision Support   The most prominent focus in the 2022 research on technology, based on the … use of the tool was low. … on color scales, location, and types of data displayed. … rates and the need for more data on why alerts are overridden. … Another topic explored in a scoping review was the use of AI to reduce adverse drug events.

35. Meaningful Measurement in Patient and Family Engagement | PSNet
    psnet.ahrq.gov/perspective/meaningful-measurement-patient-and-family-engagement
    March 10, 2021 - . 3 Similarly, while the use of patient-reported outcome measures is not a direct measurement of patient … under stress . [6] Initially, a 100-item scale was created for use in research. … of PFE on patient outcomes and determine the most effective approaches, but generated data can also … There may be an opportunity to use Patient Reported Outcome Measures to assess the impact of PFE on outcomes … research questions, the outcomes of interest, the data collection approach, and recruitment.

36. Individual surgeon mortality rates: can outliers be detected? A national utility analysis. | PSNet
    psnet.ahrq.gov/issue/individual-surgeon-mortality-rates-can-outliers-be-detected-national-utility-analysis
    October 27, 2021 - Transparency is touted as central to improving patient safety, but public reporting of data on individual … such data and suggest that other outcome measures may provide a more meaningful indicator of surgical … on pediatric patient safety in the emergency department. … July 16, 2015 Use of the Safety Attitudes Questionnaire as a measure in patient safety … April 22, 2009 Continuous monitoring of adverse events: influence on the quality of care

37. Patient perspectives on the usefulness of an artificial intelligence-assisted symptom checker: cross-sectional survey study. | PSNet
    psnet.ahrq.gov/issue/patient-perspectives-usefulness-artificial-intelligence-assisted-symptom-checker-cross
    November 25, 2020 - Patient Perspectives on the Usefulness of an Artificial Intelligence–Assisted Symptom Checker: Cross-Sectional … Patients who had previously experienced a diagnostic error were more likely to use the tool to determine … Patient Perspectives on the Usefulness of an Artificial Intelligence–Assisted Symptom Checker: Cross-Sectional … Same Author(s) Closing the loop on test results to reduce communication failures: a rapid … November 3, 2021 A human factors intervention in a hospital--evaluating the outcome of

38. Psn-Pdf (pdf file)
    psnet.ahrq.gov/node/49480/psn-pdf
    May 01, 2005 - Judgments about appropriateness are often based on incomplete, indirect, or unreliable data. … Issue #1 Overcalling error due to evaluation of a case with knowledge of the patient’s outcome (hindsight … The result of these uncertainties may require a physician to act on one disease to the detriment of another … (14-16) We further assumed that if we found AD without delay (through the use of a perfectly accurate … Hypothesized Classification Conundrums Hindsight bias—evaluation of a case with knowledge of the outcome

39. Concordance with urgent referral guidelines in patients presenting with any of six ‘alarm’ features of possible cancer: a retrospective cohort study using linked primary care records. | PSNet
    psnet.ahrq.gov/issue/concordance-urgent-referral-guidelines-patients-presenting-any-six-alarm-features-possible
    February 17, 2021 - in bladder and kidney cancer patients with alarm features: a longitudinal linked data study. … care: a cross-sectional study using the Clinical Practice Research Datalink (CPRD). … US during the first 10 months of the COVID-19 pandemic. … February 15, 2023 Effect of prescriber notifications of patient’s fatal overdose on opioid … data.

40. Deprescribing as a Patient Safety Strategy | PSNet
    psnet.ahrq.gov/primer/deprescribing-patient-safety-strategy
    December 15, 2024 - Background Polypharmacy is defined as the act of taking five or more medications on a regular basis … patients of health systems that do not share patient health data with other systems Use of … Medications should be withdrawn one by one to allow for accurate evaluation of the outcome of each discontinuation … the use of deprescribing. … of implementation involves identifying current practices within a health system, establishing a data-driven