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digital.ahrq.gov/health-it-tools-and-resources/workflow-assessment-health-it-toolkit/research/litzelman-dk-et-al-1993
January 01, 1993 - Abstract
"Objective: To improve compliance with computer-generated reminders to perform fecal occult … Conclusions: Requiring physicians to respond to computer-generated reminders improved their compliance … Objective
"To improve compliance with computer-generated reminders to perform fecal occult blood testing … reminder report gave more patient-specific information for each reminder and explained the rule that generated … The authors "were able to significantly improve [their] resident physicians' compliance with computer-generated
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digital.ahrq.gov/sites/default/files/docs/pghd-slides-02222022.pdf
February 22, 2022 - AHRQ National Webinar on Transforming Healthcare Through Patient-Generated Health Data Integration - … Slides
AHRQ National Webinar
on Transforming Healthcare Through
Patient-Generated Health … Understand the current state and recommendations of patient-generated
health data (PGHD) integration. … Integrating Patient-Generated Health Data
into EHRs in Ambulatory Settings
Deborah J. … As
this changes, consider the indirect cost savings generated by a PGHD program.
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psnet.ahrq.gov/node/45910/psn-pdf
March 08, 2017 - Electronically Generated Medication Administration and
Electronic Medication Administration Records … https://psnet.ahrq.gov/issue/electronically-generated-medication-administration-and-electronic-medication … https://psnet.ahrq.gov/issue/electronically-generated-medication-administration-and-electronic-medication-administration … https://psnet.ahrq.gov/issue/electronically-generated-medication-administration-and-electronic-medication-administration
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psnet.ahrq.gov/node/45491/psn-pdf
May 09, 2017 - A systematic review of the types and causes of
prescribing errors generated from using computerized … A systematic review of the types and causes of prescribing errors
generated from using computerized … https://psnet.ahrq.gov/issue/systematic-review-types-and-causes-prescribing-errors-generated-using- … https://psnet.ahrq.gov/issue/systematic-review-types-and-causes-prescribing-errors-generated-using-computerized-provider … https://psnet.ahrq.gov/issue/systematic-review-types-and-causes-prescribing-errors-generated-using-computerized-provider
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digital.ahrq.gov/health-it-tools-and-resources/evaluation-resources/health-it-survey-compendium/breathe-michigan
January 01, 2023 - The tool includes questions to assess the current state of patient-generated health data. … Needs
Care Setting
Patient Home
Technology
Internet
Mobile Device
Patient-Generated
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www.ahrq.gov/diagnostic-safety/resources/issue-briefs/dxsafety-ai-wave5.html
July 01, 2025 - Rather than generating diagnoses or drafting communications from scratch, providers are now reviewing AI-generated … However, this approach relies on the notion that humans will be effective and consistent reviewers of AI-generated … reduce cognitive burden, in order to reap those benefits, clinicians may be less careful in reviewing AI-generated … consideration is the generation effect—the phenomenon that information is better retained if it is generated
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effectivehealthcare.ahrq.gov/sites/default/files/wysiwyg/patient-participant-generated-registries-guide-3rd-ed-addendum-white-paper.pdf
February 01, 2018 - Research White Paper Patient- or Participant-Generated Registries Addendum Registries for Evaluating … Registries
Research White Paper
Patient- or Participant-Generated Registries
Addendum to … Patient- or Participant-Generated Registries. … ,” or a “participant-generated registry.” … Epub 2014/07/06. eng
17
Patient- or Participant-Generated Registries
36.
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digital.ahrq.gov/ahrq-funded-projects/adapting-scaling-and-spreading-algorithmic-asthma-mobile-intervention-promote
January 01, 2024 - Technology
Electronic Health Record/Electronic Medical Record
Mobile Device
Patient-Generated … Methods , Questionnaire , Structured/Semi-Structured Interview Technology: Mobile Device , Patient-Generated … Conference Proceeding Research Method: Interview , Qualitative Technology: Mobile App , Patient-Generated … Proceeding Research Method: Attitude Assessment , Quantitative Technology: Mobile App , Patient-Generated … Review Technology: Electronic Health Record/Electronic Medical Record , Mobile Device , Patient-Generated
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cdsic.ahrq.gov/cdsic/innovation-center/conducting-coordinating-cds
May 22, 2025 - prototype that implements best practices for presentation and analysis of selected types of patient generated … Patient-Generated Health Data (PGHD) Visualization Software Toolkit Overview
This software toolkit … allows users to adapt or create new visualizations involving patient-generated health data (PGHD) for … Visualization of Patient-Generated Health Data: A Scoping Review of Dashboard Designs
From the AHRQ … published in Applied Clinical Informatics (ACI) shares findings from a scoping review of studies of patient-generated
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www.ahrq.gov/diagnostic-safety/resources/issue-briefs/dxsafety-ai-wave4.html
July 01, 2025 - For instance, GPT-4 systematically generated racially stereotyped clinical vignettes and produced different … Evaluations of AI-generated clinical content have uncovered concerning error rates. … Ambient digital scribes have been found to introduce errors in 70 percent of generated clinical notes … . 43 AI-generated responses to patient messages have been found to have a hallucination rate of 6 percent … psychology and cognitive bias that can influence a clinician’s ability to evaluate, trust, and correct AI-generated
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digital.ahrq.gov/health-it-tools-and-resources/evaluation-resources/workflow-assessment-health-it-toolkit/all-workflow-tools/idea
January 01, 2023 - Idea Generation
Benchmarking
Description
Benchmarking is a process of evaluating metrics or best practices from other organizations (either related or unrelated to your own) and then applying them to your organization.
Brainwriting
Description
B…
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digital.ahrq.gov/technology/secure-messaging
January 01, 2023 - Secure Messaging
Health IT-Generated PROs to Improve Outcomes in Cirrhosis … Health IT-Generated PROs to Improve Outcomes in Cirrhosis – Final Report. … Project Name
Health IT-Generated PROs to Improve Outcomes in Cirrhosis
Use … Project Name
Health IT-Generated PROs to Improve Outcomes in Cirrhosis
Self-Management … Outpatient Safety of Older Adults Through Electronic Patient Portals
Health IT-Generated
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digital.ahrq.gov/population/uninsured
January 01, 2023 - Information Technology
Engaging Disadvantaged Patients in Sharing Patient-Generated … Engaging Disadvantaged Patients in Sharing Patient-Generated Health Data and Patient-Reported Outcomes … Moore, Susan Louise
Project Name
Engaging Disadvantaged Patients in Sharing Patient-Generated … Investigator(s)
Wallace, Andrea
Engaging Disadvantaged Patients in Sharing Patient-Generated … off-the-shelf mobile technology, including phones and fitness trackers, to collect and report patient-generated
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digital.ahrq.gov/health-it-tools-and-resources/workflow-assessment-health-it-toolkit/research/mcdowell-i-et-al-1989
January 01, 2023 - In one intervention group, a computer-generated message reminded the doctor to check the blood pressure … ways of encouraging patients in a large family practice to obtain a blood pressure check," computer-generated … computer and signed by the physician and nurse; (2) telephone reminders, in which a list of patients was generated
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psnet.ahrq.gov/issue/implementation-sustainment-large-scale-adverse-event-disclosure-support-program-generated
March 26, 2015 - From implementation to sustainment: a large-scale adverse event disclosure support program generated … From implementation to sustainment: a large-scale adverse event disclosure support program generated … From implementation to sustainment: a large-scale adverse event disclosure support program generated … February 15, 2017
Patient generated research priorities to improve diagnostic safety:
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digital.ahrq.gov/health-it-tools-and-resources/workflow-assessment-health-it-toolkit/research/weingart-sn-et-al-2003
January 01, 2003 - Methods: We calculated the override rate among 3481 consecutive alerts generated at 5 adult primary care … behavior of general internists with respect to high-severity drug interaction and drug allergy alerts generated … Allergy alerts were generated by linking a central database that includes information about each patient's … Drug interaction alerts were generated by checking patients' electronic medication list using rules in … When an alert is generated, a note appears on the computer screen that identifies the alerted drug, the
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www.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/combined/b2a_combo_ratesgenbysas.pdf
March 01, 2016 - IQI, PSI, and PDI RATES GENERATED BY THE AHRQ SAS PROGRAMS Guidance for Using the SAS Programs and an … Quality Indicators
How To Improve Hospital Quality and Safety
i Tool B.2a
IQI, PSI, and PDI RATES GENERATED … This output consists of tables generated by the PSI_PROVIDER_1.SAS program. … IQI, PSI, and PDI RATES GENERATED BY THE AHRQ SAS PROGRAMS
Guidance for Using the SAS Programs and an … Example of Output for One Hospital
Indicator Data Generated by the SAS Programs
Notes for Analysts
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digital.ahrq.gov/ahrq-funded-projects/patient-centered-data-visualizations-diabetes
January 01, 2023 - 2018
Technology
Data Visualization
Mobile Device
Remote Patient Monitoring
Patient-Generated … Possible solutions for addressing patterns of high and low blood glucose values were generated using … Care Needs , Physician
Understanding individual and collaborative problem-solving with patient-generated … Understanding individual and collaborative problem-solving with patient-generated data: challenges and … Group , Interview , Mixed Methods , Observational Study Technology: Data Visualization , Patient-Generated
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digital.ahrq.gov/medical-condition/gastrointestinal-disease
January 01, 2023 - Health IT-Generated PROs to Improve Outcomes in Cirrhosis - Final Report
Citation
Bajaj J. … Health IT-Generated PROs to Improve Outcomes in Cirrhosis – Final Report. … Project Name
Health IT-Generated PROs to Improve Outcomes in Cirrhosis
A … Project Name
Health IT-Generated PROs to Improve Outcomes in Cirrhosis
Crohn's … Project Name
Health IT-Generated PROs to Improve Outcomes in Cirrhosis
Development
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digital.ahrq.gov/ahrq-funded-projects/amia-health-policy-conference-series
January 01, 2023 - 31/2015
Technology
Data
Electronic Health Record/Electronic Medical Record
Patient-Generated … the informatics-related challenges posed by the sharing and management of both clinician- and patient-generated … Document Type: Report Technology: Data , Electronic Health Record/Electronic Medical Record , Patient-Generated … Journal Publication Technology: Data , Electronic Health Record/Electronic Medical Record , Patient-Generated … Journal Publication Technology: Data , Electronic Health Record/Electronic Medical Record , Patient-Generated