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www.ahrq.gov/hai/tools/mvp/modules/cusp/learn-from-defects-slides.html
February 01, 2017 - Slide 4: Comprehensive Unit-based Safety Program (CUSP)
Image: Chart showing CUSP Steps:
Educate … Image: Chart depicting questions to ask to determine What Happened? … This point is illustrated by a chart in which the X axis represents how often the defect occurs and the … The chart shows a progression from weaker (telling someone to be more careful) to intermediate (eliminating
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www.ahrq.gov/research/findings/nhqrdr/chartbooks/access/elements4.html
June 01, 2018 - Surgeons
Physicians and surgeons per 100,000 population, by race and ethnicity, 2006-2013
Left Chart … 296.6
2012
68.1
1123.2
120.6
298.6
2013
1212.5
130.3
297.5
Right Chart … Primary care medical residents per 100,000 population, by sex and race/ethnicity, 2013-2014
Left Chart … Pediatrics
Male
2.9
7.9
0.6
1.4
Female
3.5
5.9
2.5
3.7
Right Chart
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www.ahrq.gov/sites/default/files/wysiwyg/ncepcr/resources/job-aid-meetings.pdf
June 02, 2025 - Keep a meeting “go bag” in your car that includes flip chart
paper, markers, a hotspot that you can … Take a photo of white board or flip charts for your and participants' records. … Have them go to the white board or flip chart and vote for the three ideas they think the
practice
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www.ahrq.gov/sites/default/files/wysiwyg/hai/abate/introduction/toolkit-contents.pdf
March 01, 2022 - ........................................................................................ 6
Action Chart
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www.ahrq.gov/sites/default/files/wysiwyg/sops/surveys/nursing-home/2025_nursing_home_wps_ptI.pdf
January 01, 2025 - Composite Measure and Item Charts
This chapter provides the overall composite measure and item results … Workplace Safety Reporting
Charts 7-3 shows the average percent positive response for the survey item … Chart 7-4. … For the results for all response options, see Charts 7-4 and 7-5.
2025 SOPS Workplace Safety Supplemental … Home Characteristics
6 Respondent Characteristics
7 Overall Results
Composite Measure and Item Charts
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www.ahrq.gov/sites/default/files/wysiwyg/sops/surveys/nursing-home/2025-nursing-home-workplace-safety-report-pt1.pdf
January 01, 2025 - Composite Measure and Item Charts
This chapter provides the overall composite measure and item results … Workplace Safety Reporting
Charts 7-3 shows the average percent positive response for the survey item … Chart 7-4. … For the results for all response options, see Charts 7-4 and 7-5.
2025 SOPS Workplace Safety Supplemental … Overall Results
Composite Measure and Item Charts
Composite Measure Results
Item Results
Workplace
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www.ahrq.gov/sites/default/files/wysiwyg/professionals/quality-patient-safety/pfp/natlhacratereport-rebaselining2014-2016_0.pdf
January 01, 2016 - HACs
Note: The number of surgical site infections increased slightly and is too small to show on the chart … Medicare Patient Safety Monitoring System (MPSMS) methodology to identify adverse
events within each chart … As the hospital care environment changed, the Hospital IQR program discontinued chart-
based reporting … It is
notable that because MPSMS is based on chart-abstraction, results do not depend on this coding … These changes to documentation in turn might influence some of the
observed chart-abstracted HAC rates
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www.ahrq.gov/sites/default/files/wysiwyg/antibiotic-use/ambulatory-care/allergies-guide.docx
September 01, 2022 - Allergies
SAY:
One study examined the impact of having a documented penicillin allergy in a patient’s chart … In addition, patients with penicillin allergies documented in their medical charts have increased odds … Action
SAY:
To summarize the last few slides, the presence of a penicillin allergy in a patient’s chart … If there is a penicillin allergy listed in the chart and it is unclear if the patient is actually allergic … You should remove the penicillin allergy from her chart and explain to her why she does not have an allergy
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www.ahrq.gov/sites/default/files/wysiwyg/pqmp/measures/acute/chipra-0197-tables7-10.pdf
January 01, 2006 - (0.81-0.99)
Table 9: Contingency Table for Presence of Exclusions in Administrative Claims and Charts … for Children with at
Least 1 MRI Scan within the Measurement Year
Exclusion
Documented in Charts … 13 91 104
Table 10: Contingency Table for Presence of Exclusions in Administrative Claims and Charts … for Children with at
Least 1 CT Scan within the Measurement Year
Exclusion
Documented in Charts
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www.ahrq.gov/sites/default/files/2024-07/weingart2-report.pdf
January 01, 2024 - Observational methods yield higher error rates than chart
review, but direct observation of clinician … months after the index visit, we identified almost 90% of
adverse drug events by interview rather than chart … We
completed follow-up interviews with 649 patients (82%) and chart reviews. … A research nurse completed 229 detailed chart
reviews, blinded to patients’ reports of errors and adverse … In this study, of the 52
incidents identified on chart review, patients experienced 34 adverse events
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www.ahrq.gov/data/visualizations/prescription-antidepressants.html
March 01, 2022 - Select a category from the dropdown box to see characteristics in both charts (antidepressants and antipsychotics … Summary information will appear in three boxes, followed by bar charts showing average expenditures broken … Bar charts show average expenditure per fill by demographic.
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www.ahrq.gov/sites/default/files/wysiwyg/sops/quality-patient-safety/patientsafetyculture/2018hospitalsopsreport.pdf
March 01, 2018 - .......................................................................13
Composite and Item-Level Charts … Chart 5-1. … is likely that this finding
represents underreporting of events.
14
Composite and Item-Level Charts … Chart 7-3. … Overall Results
Composite and Item-Level Charts
Chapter 6.
-
www.ahrq.gov/sites/default/files/wysiwyg/sops/surveys/hospital/2018hospitalsopsreport-rev0921.pdf
March 01, 2018 - .......................................................................13
Composite and Item-Level Charts … Chart 5-1. … is likely that this finding
represents underreporting of events.
14
Composite and Item-Level Charts … Chart 7-3. … Overall Results
Composite and Item-Level Charts
Chapter 6.
-
www.ahrq.gov/sites/default/files/wysiwyg/cahps/cahps-database/about/CAHPS-Database-Brief_01_2014.pdf
January 01, 2014 - Bar charts: Graphical
distributions of survey results that
show the top, bottom, and middle … Bar charts
present results for the overall
Database distribution as well as for
selected plan or practice … In
addition, the bar chart feature on the
submitter’s site shows tests of
statistical differences
-
www.ahrq.gov/sites/default/files/wysiwyg/evidencenow/results/research/chart-abstraction-template-hypertension.xlsx
June 02, 2025 - Hypertension Controlling Blood Pressure
Hypertension
PCP Demographics Patient ID
Demographics DOB 18-85 during reporting period Must be in Reporting Period Essential Hypertension Diagnosis BP Reading <140/90
Exemptions
Pregnancy ESRD
Palliative Care
Denominator Numerator Total Den Total Num Total Rate
Provid…
-
www.ahrq.gov/sites/default/files/wysiwyg/sops/surveys/hospital/2022-hsops-wps-study-report.pdf
January 01, 2022 - Workplace Safety Supplemental Item Set for Hospitals .................................. 51
List of Charts … Charts
Chart 1. … SOPS Workplace Safety Item Results - Average Percent Positive Response ............. 11
Chart 3. … Charts 3 shows the average percent positive response for the single-item measures regarding
providers … Workplace Safety Supplemental Item Set for Hospitals
Table of Contents
List of Tables
List of Charts
-
www.ahrq.gov/sites/default/files/wysiwyg/patient-safety/settings/multiple/Calibrate-Dx-AppendixB.pdf
June 02, 2025 - REVIEW THE CHART WITH A FOCUS ON DIAGNOSTIC PROCESS RATHER THAN THE 3 ULTIMATE OUTCOME
• Start by evaluating … ), as well as the initial presumed
diagnosis or working differential diagnosis.
• Read through the chart
-
www.ahrq.gov/sites/default/files/wysiwyg/sops/surveys/medical-office/MO_Items-Composite_Measures.pdf
June 02, 2025 - The wrong chart/medical record was used for a patient.
Charts/Medical Records
A3. … A patient’s chart/medical record was not available when needed.
A4. … Medical information was filed, scanned, or entered into the wrong patient’s chart/medical record.
-
www.ahrq.gov/data/visualizations/or-procedures-inpatient.html
June 01, 2022 - Totals
Click buttons at the top of the visualization to see different data categories
Hover over chart
-
www.ahrq.gov/patient-safety/settings/hospital/resource/pressureinjury/workshop/slides5.html
October 01, 2017 - Slide 27: Displaying Data/Storytelling
Run charts.
Annotation: Show your interventions. … Slide 28: Annotated Run Chart Example
Intervention: Unit education, biweekly audits
Pilot Unit … Slide 29: Annotated Run Chart Example
Intervention: Annual education fair for all hospital staff … Slide 30: Annotated Run Chart Example
Images: Four line graphs chart the Percentage of Patients With