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www.ahrq.gov/ncepcr/reports/cost-guide/trend-analysis.html
February 01, 2017 - Example of a Trend Analysis Graph
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Table of Contents
Estimating
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www.ahrq.gov/sites/default/files/wysiwyg/research/findings/nhqrdr/2019qdr-final-es-cs061721.pdf
December 01, 2020 - Anticoagulants
Improving Trend: Urinary Tract Infections Among Nursing Home Residents
Worsening Trend … Doctors
Improving Trend: Home Health Care Provider Communication
Worsening Trend: Emergency Department … Trend: Colon Cancer Treatment
Worsening Trend: Emergency Department Visits Involving Opioids
Worsening … Home Residents
Improving Trend: Adolescent Tdap Vaccination
Worsening Trend: Pneumococcal Vaccinations … in Nursing Home Residents
Worsening Trend: Incontinence in Nursing Home Residents
Worsening Trend:
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www.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/combined/b5_combo_assessingtrendscomparators.pdf
March 20, 2016 - You can use this tool to support the development of trend and
comparator information for comparing your … and comparator information as part
of an ongoing monitoring process
Performing Trend Analysis for … Different methods of risk adjustment can be
used for your trend analysis. … A statistically significant coefficient on the year variable will indicate a
trend. … If the postimplementation trend shows an improvement
over the baseline trend, you have identified a
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www.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/pdi/b5_pdi_assessingtrendscomparators.pdf
March 20, 2016 - You can use this tool to support the development of trend and
comparator information for comparing your … and comparator information as part
of an ongoing monitoring process
Performing Trend Analysis for … Different methods of risk adjustment
can be used for your trend analysis. … A statistically significant coefficient on the year variable will indicate a
trend. … If the postimplementation trend shows an improvement
over the baseline trend, you have identified a
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www.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/pdi/b3a_pdi_chartinstructions.pdf
June 02, 2025 - Determine which comparisons and/or trend analyses you would like to perform (see Tool
B.1).
a. … The “trend-observed,” “trend-observed-expected,” and “trend-risk-adjusted-smoothed”
worksheets can be … The
“trend-observed” sheet also has a place to enter count data and a chart for monitoring
changes … The “trend-risk-adjusted-smoothed” worksheet can be used to compare the risk-adjusted
rate and smoothed … The “trend-risk-adjusted-average” worksheet can be used to track how a hospital’s
performance on an
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www.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/combined/b3a_combo_chartinstructions.pdf
June 02, 2025 - Determine which comparisons and/or trend analyses you would like to perform (see Tool
B.1).
a. … The “trend-observed,” “trend-observed-expected,” and “trend-risk-adjusted-
smoothed” worksheets can be … The “trend-observed” sheet also has a place to enter count data and a chart
for monitoring changes in … The “trend-risk-adjusted-smoothed” worksheet can be used to compare the risk-
adjusted rate and smoothed … The “trend-risk-adjusted-average” worksheet can be used to track how a hospital’s
performance on an
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www.ahrq.gov/ncepcr/research-transform-primary-care/transform/cost/exh2.html
October 01, 2015 - Example of a Trend Analysis Graph
Previous Page Next Page
Table of Contents
Estimating … Example of a Trend Analysis Graph
Exhibit 3.
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www.ahrq.gov/sites/default/files/wysiwyg/research/findings/nhqrdr/2021qdr-intro-methods.pdf
December 01, 2021 - Analyses
All NHQDR analyses mainly include size of disparities, trend, trend in disparities, and
benchmark … Therefore, we cannot trend the data at this time. … The last four measures in this table are excluded from the 2021
trend analysis, because trend results … These measures are included in the 2021 trend analysis because the
2018 data did not affect the trend … Measures in
2017 Trend
Measures in
2021 Trend
Percent Change From
2017 to 2021
Care Coordination
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www.ahrq.gov/sites/default/files/wysiwyg/professionals/quality-patient-safety/patient-safety-resources/resources/advances-in-patient-safety-2/vol3/Advances-Drews_16.pdf
January 01, 2003 - make it difficult to access vital sign trends and do not permit marking of
events or interventions on trend … • Is all the trend information that you want available? … • Think about the way trend information is currently displayed. … Monitoring trends in
numerical data
• Trend functions are not routinely
used, not accessible. … • Defaulting to memory for trend
assessment.
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www.ahrq.gov/patient-safety/settings/long-term-care/resource/ontime/pruprev/exercises5.html
December 01, 2017 - What questions would you ask the team about:
Trend in Behavior completeness rates? … intake
Lowest completeness rate: Bowels
Shown no improvement: Bowels
Most fluctuation: Behaviors
Trend … Trend in changes in Bladder completeness rates: What have they been doing to improve their completion
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www.ahrq.gov/sites/default/files/2025-03/lacson2-report.pdf
January 01, 2025 - periodic review of radiology reports during the first 4 years of implementation
and via performing trend … adherence to policy for all critical results communicated through ANCR during the
study period using trend … via ANCR (chi square for trend, p<0.0001). … There was a significant, increasing trend in
critical results communicated via ANCR (chi square for … via ANCR over a 4-year study period (chi square for trend, p<0.0001).
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www.ahrq.gov/cpi/about/otherwebsites/data-tools/index.html
August 01, 2022 - Tools
The AHRQ Data Tools allow you to explore AHRQ survey data in depth through bar charts, trend … View and customize trend and bar charts.
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www.ahrq.gov/sites/default/files/wysiwyg/sops/surveys/hospital/hsops2-pt1-transition-updated.pdf
June 01, 2022 - —with no trending of previous HSOPS 1.0 scores;
• Option 2: Administer HSOPS 1.0 One More Time—to trend … This approach does NOT enable hospitals to trend against previous HSOPS 1.0 scores or
compare their … One year after first administering HSOPS
2.0, hospitals can administer it again to trend their HSOPS … This approach enables hospitals to trend their HSOPS 1.0 scores one more time and later trend
their … The benefit of a simultaneous administration is that it enables hospitals to continue to trend
against
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www.ahrq.gov/data/data-tools/index.html
April 01, 2025 - Tools
The AHRQ Data Tools allow you to explore AHRQ data sources in depth through bar charts, trend
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www.ahrq.gov/data/index.html
January 01, 2001 - Data Infographics
AHRQ's data infographics provide visual snapshots of health care trend data. … Data Infographics
AHRQ's data infographics provide visual snapshots of health care trend data. … Tools
The AHRQ Data Tools allow you to explore AHRQ data sources in depth through bar charts, trend
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www.ahrq.gov/sites/default/files/wysiwyg/policymakers/chipra/measure_retirement/supplemental-materials/supplementaldoc2.pdf
September 01, 2014 - Medicaid/
CHIP
Variation in
Performance
by
25th and
75th
Percentiles
FFY10–12
Performance
Trend … Medicaid
and
Commercial) Validity
Number
of States
Reporting
for FFY12
States’
Reporting
Trend … Medicaid
and
Commercial) Validity
Number
of States
Reporting
for FFY12
States’
Reporting
Trend … Medicaid
and
Commercial) Validity
Number
of States
Reporting
for FFY12
States’
Reporting
Trend … Medicaid
and
Commercial) Validity
Number
of States
Reporting
for FFY12
States’
Reporting
Trend
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www.ahrq.gov/data/nhqdr.html
July 01, 2024 - Is the trend in prevalence increasing, decreasing, or staying constant? … The tool will help users: Access state trend data for different priority areas, populations, locations … Access state trend data for different priority areas (affordable care, care coordination, effective care
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www.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/pdi/b3b_pdi_resultspresentation.pptx
January 01, 2006 - Improve Hospital Quality and Safety
Tool B.3b Slide ‹#›
This chart comes from the Excel worksheet (trend-observed … Improve Hospital Quality and Safety
Tool B.3b Slide ‹#›
This chart comes from the Excel worksheet (trend-observed-expected … Improve Hospital Quality and Safety
Tool B.3b Slide ‹#›
This chart comes from the Excel worksheet (trend-risk-adjusted-smoothed … Improve Hospital Quality and Safety
Tool B.3b Slide ‹#›
This chart comes from the Excel worksheet (trend-expected-average … Improve Hospital Quality and Safety
Tool B.3b Slide ‹#›
This chart comes from the Excel worksheet (trend-risk-adjusted-average
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www.ahrq.gov/sites/default/files/wysiwyg/cahps/news-and-events/events/20150122/4_zoe_vecchio_and_sandra_schultz.pdf
June 02, 2025 - reinforced
improvements
Created simple, actionable
information to manage the gaps
53
Data Trend … HCAHPS
Our Approach to Physician Engagement
Our Approach to Physician Engagement - Diagram
Data Trend
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www.ahrq.gov/sites/default/files/2024-01/thamer-report.pdf
January 01, 2024 - Patients with a hematocrit >36%
had a declining month-to-month trend before (-164 units/week, p<0.0001 … Not-for-profit facilities had a declining month-to-
month trend before the warnings (-90 units/week, … Model results show the declining trend in month-to-month ESA dose
was not statistically significant … For example, patients with a hematocrit
>36% had a declining month-to-month trend both before (-164 … After the warnings, there was no significant decline in trend in ESA
prescribing for patients with a