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hcup-us.ahrq.gov/datainnovations/clinicalcontentenhancementtoolkit/mn23.jsp
July 01, 2016 - Lab/Pharmacy Data Sign up and Commitment Letter … Reports Archive
DATA VISUALIZATIONS
DATA QUERY TOOLS
Lab … Information Services
Date: 3/4/2011
Re: Lab/Pharmacy Data Sign up and Commitment Letter
As part … be improved
Assistance in creating and implementing protocols to process and transmit electronic lab … Services
Minnesota Hospital Association
651-659-1423
Internet Citation: Lab
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hcup-us.ahrq.gov/datainnovations/clinicalcontentenhancementtoolkit/mn23.pdf
March 04, 2011 - Lab/Pharmacy Data Sign up and Commitment Letter
1
Memorandum
To: MHA Member Hospitals
From … Information Services
Date: 3/4/2011
Re: Lab/Pharmacy Data Sign up and Commitment Letter
As part … be improved
• Assistance in creating and implementing protocols to process and transmit electronic lab … setup easier, project staff will be available to
assist your hospital prepare and submit initial lab … Continued submission of lab
and pharmacy data after setup will require minimal additional effort by
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hcup-us.ahrq.gov/datainnovations/clinicalcontentenhancementtoolkit/hi27.pdf
December 04, 2011 - Inpatient Discharges Linked to > 1 Lab Record……………………9
ii. … Linking Lab Data to HHIC Hospitalization Data
1. … Of the 221,434 lab records, this resulted in the linking of
131,094 lab records to a hospitalization … If the
observation value was missing, the lab test was excluded. … to > 1 Lab Record by Year
Year of
Discharge
Discharges linked to
>1 lab record
Total
Discharges3
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www.ahrq.gov/nhguide/toolkits/help-clinicians-choose-the-right-antibiotic/toolkit1-working-with-a-lab.html
October 01, 2016 - Working With Your Lab To Improve Antibiotic Prescribing
Overview of the Toolkit
How can a lab … What Is the Working with Your Lab to Improve Antibiotic Prescribing Toolkit? … The toolkit guides nursing homes in working with a lab to obtain an antibiogram. … to obtain an antibiogram (tool 2) ( PDF | Word )
Sample letter of agreement with a lab (tool 3 … The medical director should work with the nursing home's lab to create an antibiogram, distribute it
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www.ahrq.gov/patient-safety/resources/learning-lab/imaging-quality-long-desc.html
April 01, 2021 - Patient Imaging Quality and Safety Laboratory (PIQS Lab)
Principal Investigator: Leora Horwitz … AHRQ Grant No.: HS24376
Project Period: 09/30/15-06/30/20
Description: The goal of the PIQS Lab … The multidisciplinary PIQS Lab connected experienced clinicians in the NYU departments of Radiology, … After conducting problem analysis, the PIQS Lab identified numerous process failures and opportunities … A few of the lab's many achievements are outlined below:
The PIQs Lab assessed 212 consecutive ED
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digital.ahrq.gov/ahrq-funded-projects/labgenie-patient-engagement-tool-aid-older-adults-understanding-lab-test
January 01, 2025 - LabGenie: A Patient-Engagement Tool to Aid Older Adults' Understanding of Lab Test Results … Viewing lab test results is one of the most used features of patient portals, but older adult patients … limited health literacy and technology skills encounter the most problems locating and interpreting lab … LabGenie will provide tailored visual representations of lab results (e.g., with customized reference … tests, and AI will create custom visualizations of lab results and context-based questions.
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www.ahrq.gov/sites/default/files/2025-03/greenes-report.pdf
January 01, 2025 - Final Progress Report: Automated Lab Test Followup To Reduce Medical Errors
Principal Investigator/ … Automated Lab Test Follow-up to Reduce Medical Errors
Principal Investigator: David S. … Another 11 (55%) required the work of
clinicians to identify late-arriving abnormal lab results. … Only three EDs (15%) reported automated systems that covered all types of lab results;
none of these … If so, they are added to the ALARMS list of late-arriving lab results.
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www.ahrq.gov/sites/default/files/2025-03/hinson-levin-report.pdf
January 01, 2025 - Final Progress Report: Connected Emergency Care (CEC) Patient Safety Learning Lab
• Title of Project … : Connected Emergency Care (CEC) Patient Safety Learning Lab
• Principal Investigators: Jeremiah S. … Number: R18HS026640
Abstract
Purpose: The Connected Emergency Care (CEC) Patient Safety Learning Lab … The lab focused on improving
diagnostic accuracy, antibiotic specificity, and transition of care outcomes … Purpose
The objective of the Connected Emergency Care (CEC) Patient Safety Learning Lab was to reduce
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www.ahrq.gov/news/newsletters/e-newsletter/959.html
May 01, 2025 - Lab Results Improve Accuracy of AI-Generated Diagnoses
Issue Number
959
AHRQ News Now is … Today’s Headlines Lab Results Improve Accuracy of AI-Generated Diagnoses . … Each model generated a list of possible diagnoses with and without lab data. … Adding lab results improved diagnostic accuracy by up to 30 percent across models. … The models correctly interpreted common lab tests such as liver function and toxicology panels.
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www.ahrq.gov/patient-safety/resources/learning-lab/transdisciplinary-learning-long-desc.html
June 01, 2020 - Transdisciplinary Learning Lab To Eliminate Patient Harm and Reduce Waste
Long Description … Period: 09/30/14–03/29/19
Description: The goal of the Johns Hopkins Armstrong Institute Learning Lab … Final Report: Transdisciplinary Learning Lab To Eliminate Patient Harm and Reduce Waste.
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hcup-us.ahrq.gov/datainnovations/clinicalcontentenhancementtoolkit/hi27.jsp
September 01, 2014 - As a result, lab results did not match based on this variable. … A total of 123,751 lab records were linked during this iteration. … Of the 221,434 lab records, this resulted in the linking of 131,094 lab records to a hospitalization … If the observation value was missing, the lab test was excluded. … discharges linked to one or more lab records per year.
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www.ahrq.gov/patient-safety/resources/learning-lab/ehrll-long-desc.html
April 01, 2022 - Engineering High Reliability Learning Lab (EHRLL)
Principal Investigator: Sara Singer, Ph.D. … Grant No.: HS24453
Project Period: 09/30/15–09/29/21
Description: The goal of this learning lab … Through their self-evaluation, 4 researchers showed how a patient safety learning lab can help foster … Progress Report: Engineering Highly Reliable Learning Lab. … Atkinson MK, et al., Evaluating a patient safety learning lab intervention to create an interdisciplinary
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digital.ahrq.gov/sites/default/files/docs/citation/healthitandlaborders.pdf
November 01, 2011 - Impact of Health IT on Lab Order Use in Community Health Centers
Impact of Health IT on Lab
Order Use … tests, “lost” results, and lab results which lack follow-
up. … Lab results lacking of followup
2. … Test results are sent electronically from the reference lab to the EHRS. … to issues with the lab
interface.
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www.ahrq.gov/sites/default/files/wysiwyg/professionals/quality-patient-safety/quality-resources/tools/lab-testiing/lab-testing-casereport.pdf
September 05, 2017 - 2) To what extent was the toolkit useful for guiding lab testing process improvements? … To what extent is improving lab testing in general a priority for this
practice? … How do you know when lab testing is working well?
f. … What changes have been made to your lab testing processes? … What changes have been made to your lab testing processes?
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www.ahrq.gov/sites/default/files/wysiwyg/professionals/quality-patient-safety/quality-resources/tools/lab-testiing/lab-testing-toolkit.pdf
December 01, 2017 - Testing Process
Figure 1 presents an example of the lab testing process. … testing system and errors
related to the lab testing process. … yes q q no
Are you able to organize the report by lab/imaging center? … Critical lab results called by lab immediately to
triage RN (day) or senior resident (night). … Reduce errors in delayed notification of
lab results.
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www.ahrq.gov/patient-safety/resources/learning-lab/index.html
August 01, 2025 - P30 Projects Funded in 2014 and 2015 Brain Health Patient Safety Learning Laboratory (Brain Safety Lab … The lab launched the Patient Satisf Active ® Model. … The lab achieved its aims in the following ways. … To support this work, the lab developed the following products: Multiple survey instruments. … The lab comprised a transdisciplinary team of parents, safety researchers, and physicians.
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www.ahrq.gov/topics/medical-errors.html
Errors can involve medicines, surgery, diagnosis, equipment, or lab reports.
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digital.ahrq.gov/ahrq-funded-projects/labgenie-patient-engagement-tool-aid-older-adults-understanding-lab-test/citation/preliminary
January 01, 2025 - Preliminary analysis of the impact of lab results on large language model generated differential diagnoses … Preliminary analysis of the impact of lab results on large language model generated differential diagnoses … Project Name
LabGenie: A Patient-Engagement Tool to Aid Older Adults' Understanding of Lab Test Results
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digital.ahrq.gov/ahrq-funded-projects/improving-quality-through-health-information-technology-testing-feasibility-and/citation/handbook
January 01, 2023 - Impact of health IT on lab order use in community health centers - implementation handbook. … Impact of health IT on lab order use in community health centers - implementation handbook. … PDF
Impact of Health IT on Lab Order Use - Implementation Handbook
Principal Investigator
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digital.ahrq.gov/ahrq-funded-projects/improving-quality-through-health-information-technology-testing-feasibility-and/final-report
January 01, 2023 - Impact of Health IT on Lab Order Use in Community Health Centers - Final Report
Citation … Impact of Health IT on Lab Order Use in Community Health Centers - Final Report. … Impact of Health IT on Lab Order Use in Community Health Centers: Final Report.