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digital.ahrq.gov/medication-adherence
January 01, 2023 - Adherence by class
Patient self-reported adherence
Another area of investigation is determining reasons … interactive "character" to the patient to collect information about patient adherence
Determining Reasons … Reasons for non-adherence discovered by the grantees includes: cost, side effects, incorrect self-administration
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www.ahrq.gov/ncepcr/tools/transform-qi/facilitation/dashboard.html
February 01, 2025 - evidence-based care plans and meeting their health goals How Community Pharmacists Can Help with the Common Reasons … pp. 164-165 Resource helps community pharmacists use medication therapy management to address common reasons
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psnet.ahrq.gov/issue/clinical-decision-support-alert-malfunctions-analysis-and-empirically-derived-taxonomy
December 04, 2016 - December 4, 2016
Structured override reasons for drug–drug interaction alerts in electronic … Cranky comments: detecting clinical decision support malfunctions through free-text override reasons … September 1, 2016
Differences of reasons for alert overrides on contraindicated co-prescriptions
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www.ahrq.gov/teamstepps-program/resources/additional/step.html
June 01, 2023 - Even though the patient's vital signs were normal, were there reasons for concern?
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digital.ahrq.gov/sites/default/files/docs/publication/r18hs017160-kmetik-final-report-2009.pdf
January 01, 2009 - These exception criteria use broad categories; namely, exception
for medical, patient or system reasons … • Majority of true exceptions, 98.6%, were medical reasons. … • In the case of true exceptions, across the four measures, there were specific medical
reasons … • In the case of true exceptions, across the three measures, there were specific medical
reasons … The specific
reasons for a medical exception suggest standard categories of medical exceptions (eg,
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www.ahrq.gov/sites/default/files/wysiwyg/cahps/surveys-guidance/item-sets/CG/administering_cg_narrative_items.pdf
June 01, 2021 - This section
explains the benefits of retaining the full set of items in the given order and reasons … Reasons to Ask All Questions in the Prescribed Order
There are several reasons to treat the question … Reasons for the Length and Complexity of the Items
The narrative items are longer and more complex than … the Survey
Using the Items on Their Own
Introducing the Narrative Items
Editing the Items
Reasons … to Ask All Questions in the Prescribed Order
Reasons for the Length and Complexity of the Items
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cdsic.ahrq.gov/sites/default/files/2025-06/CDSiC%20Stakeholder%20Center%20Quarterly%20Report%20Q2%202025.pdf
January 01, 2025 - Standards and Regulatory Frameworks Workgroup
Manuscript: A General Taxonomy of Reasons for Overriding … The refined taxonomy is a result of findings
from card sorting exercises to assign override reasons … Report: Approaches to Standardizing Override Reasons for Patient-Centered Clinical Decision
Support … https://cdsic.ahrq.gov/cdsic/override-taxonomy
7
developers and support analysis of override reasons … Taxonomy based on a literature review and crowdsourcing of override reasons.
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www.ahrq.gov/sites/default/files/wysiwyg/policymakers/chipra/factsheets/fullreports/chipra-89-adhd-behavior-section-2-attach-1.pdf
February 01, 2012 - Reasons for Prioritizing Improvement in ADHD
High Impact Topic Area
An article in the Journal of … from the denominator of an individual measure that were used in this work group:
• Medical reasons … Includes:
- patient declined
- social or religious reasons
- other patient reasons
• System … limitations
- other reasons attributable to health care delivery system
These measure exception … : modifier 1P
• Patient reasons: modifier 2P
• System reasons: modifier 3P
Although this methodology
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www.ahrq.gov/sites/default/files/wysiwyg/policymakers/chipra/factsheets/fullreports/0082textdesc.pdf
January 01, 2012 - Exceptions
(EXCEP)
Definition: The valid reasons why patients
who are included in the denominator … Patients may have Exceptions for medical
reasons (e.g., patient has an egg allergy so they
did not … receive flu vaccine); patient reasons
(e.g., patient declined flu vaccine); or system
reasons (e.g
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www.ahrq.gov/sites/default/files/wysiwyg/professionals/quality-patient-safety/patient-safety-resources/resources/advances-in-patient-safety/vol4/Wakefield2.pdf
January 01, 2003 - The survey contains questions
in three general content areas: why medication errors occur; reasons why … Five
subscales emerged for “reasons why MAE occur”; four subscales emerged for
“reasons why MAE are … Based on an updated literature review and feedback,
10 items were added to the “Reasons Errors Occur … Reasons why medication errors occur (19 items in 1994 and 29 in
subsequent surveys).
2. … Reasons why medication errors are not reported (16 items).
3.
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hcup-us.ahrq.gov/reports/statbriefs/sb174-Emergency-Department-Visits-Overview.jsp
June 01, 2014 - Among patients younger than 18 years, the most common reasons for admission to the hospital after an … The most common reasons for ED visits resulting in discharge were fever and otitis media (infants and … Reasons for emergency department visits by patient age group, 2011
Tables 1 and 2 provide the most … Pneumonia and other respiratory conditions were top-ranked reasons for admission to the same hospital … The five most common reasons constituted about one-fourth of ED visits among patients aged 1-17 years
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hcup-us.ahrq.gov/reports/statbriefs/sb47.pdf
February 01, 2008 - Among adults,
ten reasons for
for injuries: spr
superficial injur
bruises, and op
A number of ch
frequently … years
and older, in 23 states that provided 2005 ED data to HCUP.2 The
information focuses on the reasons … Because adults and
children are treated in the ED for very different reasons, discussion
of ED visits … Most common reasons for ED visits among adults
The top ten reasons for ED visits among adults were mostly … While injuries were common reasons for ED visits, only a small portion of each of these injuries
(about
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www.ahrq.gov/sites/default/files/wysiwyg/action-alliance/workforce-turnover-crisis.pdf
April 01, 2025 - Intent to leave
RETENTION
ISSUES
(turnover)
RECRUITMENT
ISSUES
Drivers of Retention Issues
Top reasons … JAMA Network Open
Drivers of Recruitment Issues
Reasons nurses do not recommend their workplace to … Emergency nurses’ reasons for not
recommending their hospital to clinicians as a good place to work: … that does not
directly address turnover
Strategies to Improve the Work Environment
• Address the reasons
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www.ahrq.gov/sites/default/files/wysiwyg/ncepcr/webinars/pbrn-webinar-2-highlighting-promoting.pdf
September 01, 2024 - Later Clinical
Testing
Outcomes/
Implementation
Population
Health
Basic
Science
T1
T3
T4
Reasons … to Do Practice-Based Research
• Reasons a Clinician Might Do Practice - Based Research
► Personal … knowledge about primary care and improving primary care generally
• Fagnan et al, JABFM, 2010
• Reasons … In an average month: KW Boxes 2000
Translational Research Continuum
Reasons to Do Practice-Based Research
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psnet.ahrq.gov/issue/reasons-accident-causation-model-application-adverse-events-acute-care
October 29, 2014 - Commentary
Reason's accident causation model: application to adverse events in acute care.
Citation Text:
Elliott M, Page K, Worrall-Carter L. Reason's accident causation model: application to adverse events in acute care. Contemp Nurse. 2012;43(1):22-8. doi:10.5172/conu.2012.43.1.22.
…
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digital.ahrq.gov/sites/default/files/docs/citation/ddi-non-interruptive-alerts-poster-2013.pdf
January 01, 2013 - EHR, coded reasons at the point of
level 2 alert override are required. … The number of
overrides and coded reasons were collected.
• In the U.K. … No override reasons are
required. The number of overrides were collected.
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psnet.ahrq.gov/web-mm/unhappy-patient-leaves-against-medical-advice
January 31, 2024 - Often unexplored are patients’ reasons for leaving related to frustration or anger about how they were … categorized as AMA. 4,5 While it is important to identify patients who are at risk of leaving AMA for reasons … Reasons for leaving might be related to short staffing or other resource limitations, patients’ need … Hospitalized patients with asthma who leave against medical advice: characteristics, reasons, and outcomes … Reasons, consequences, prevention, and interventions.
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www.ahrq.gov/sites/default/files/wysiwyg/professionals/quality-patient-safety/hais/tools/ambulatory-surgery/sections/implementation/implementation-guide/appendix-k-study-elements.docx
June 02, 2025 - Include—
· Frequency: How often the issue occurred in your study period
· Sources: Potential reasons … Cause of the Problem
If the goal was not met, discuss reasons why it was not met.
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www.ahrq.gov/sites/default/files/wysiwyg/hai/tools/perinatal-care-2/hemorrhage_7-implementation.pptx
July 01, 2023 - Spend 10 minutes writing down all of the reasons the project failed in your unit. … "Spend the next 10 minutes writing down all the reasons you believe these failures occurred. … Repeat until all reasons are mentioned. … Note the reasons on a board or easel in the room for all to see. … Once all reasons are mentioned, briefly read through the reasons listed on the board.
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www.ahrq.gov/sites/default/files/wysiwyg/hai/tools/perinatal-care-2/hypertension_7-implementation.pptx
July 01, 2023 - Spend 10 minutes writing down all of the reasons the project failed in your unit. … "Spend the next 10 minutes writing down all the reasons you believe these failures occurred. … Repeat until all reasons are mentioned. … Note the reasons on a board or easel in the room for all to see. … Once all reasons are mentioned, briefly read through the reasons listed on the board.