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  1. www.ahrq.gov/data/apcd/envscan/app-b.html
    June 01, 2017 - and impact of early endoscopy in elderly patients with peptic ulcer hemorrhage: a population-based analysis … Economic burden of irritable bowel syndrome with constipation: a retrospective analysis of health care … The effect of Massachusetts health reform on 30 day hospital readmissions: retrospective analysis of … Patient out-of-pocket payments for oral oncolytics: results from a 2009 US claims data analysis. … Open abdominal versus laparoscopic and vaginal hysterectomy: analysis of a large United States payer
  2. www.ahrq.gov/sites/default/files/2024-01/kesselheim-report.pdf
    January 01, 2024 - Finally, time-trend analysis determined the impact of changes in legal, regulatory, or financial factors … Third, I sought to use time-trend analysis to determine the changes in legal, regulatory, or financial … For the latter analysis, using the unsealed complaints and settlement agreements, as well as direct … The unit of analysis was the patient. … Limitations exist for each analysis.
  3. www.ahrq.gov/ncepcr/reports/cost-guide/practical-guide.html
    February 01, 2017 - Exhibit 1 summarizes for each method the purposes it serves, data required, possible analysis methods … Aggregate sources of data can be used to produce a descriptive analysis of clinic cost evolution before … When patients are the unit of analysis, fixed effects and random effects models can be used to account … While trend analysis is informative, it does not differentiate between the cost of PCMH transformation … ABC estimates are based on a detailed analysis of resources used and the unit costs of each resource.
  4. www.ahrq.gov/sites/default/files/2024-02/kleinman-report.pdf
    January 01, 2024 - According to IBM Micromedex, all contraindicated DDIs included in this analysis had “fair,” “good,” … All BMHRx prescribed to any given patient were considered for the primary analysis of assessing the … Consistent with existing literature, a 32-day gap was built into the concurrency analysis. … For each year, a logistic regression analysis was used to model the likelihood of a member having a … We conducted one-to-one matched analysis as well as the quintile analysis shown at right.
  5. www.ahrq.gov/sites/default/files/wysiwyg/ncepcr/resources/job-aid-standardized-quality-measures.pdf
    June 02, 2025 - Fall-out analysis A fall-out analysis looks for reasons a patient who is in the denominator of a measure … Place the frequency information from the tally sheets of your fall-out analysis into a spreadsheet.
  6. www.ahrq.gov/patient-safety/settings/long-term-care/resource/ontime/pruprev/care/resources/ontime/pruprev/saworksheet.html
    December 01, 2017 - Identifies how they carry out root cause analysis when a pressure ulcer occurs. … Section 4: Investigations/Root Cause Analysis of Pressure Ulcer Development . … Documentation—positioning CNAs   Section 4: Investigations/Root Cause Analysis of Pressure … In the course of your root cause analysis, do you look at the most recent pressure ulcer risk screen? … In the course of your root cause analysis, do you check to see if the risk status of the resident has
  7. www.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/long-term-care/resources/ontime/fallsprev/ontimefallspxselfassessment.pdf
    June 02, 2025 - residents and formulate changes in care plans, and • Carry out investigations, including root cause analysis … Screening for Falls Risk • Section 2: Falls Prevention Plan • Section 3: Investigations/Root Cause Analysis … Screening for Falls Risk • Section 2: Falls Prevention Plan • Section 3: Investigations/Root Cause Analysis … Quality Safety Program for Nursing Homes: On-Time Prevention Section 3: Investigations/Root Cause Analysis … Do you investigate each fall using a consistent investigative framework, (e.g., root cause analysis)
  8. www.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/combined/d4_combo_bestpracticescover.pdf
    June 02, 2025 - • Sufficient information to complete a Gap Analysis (Tool D.5), make a decision to implement (or … The Best Practices and Suggestions for Improvement Tool is used to prepare the Gap Analysis (Tool D.5 … See instructions for Gap Analysis (Tool D.5). 2. … the appropriate Selected Best Practices and Suggestions for Improvement Tool to populate the Gap Analysis
  9. 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 - . · Speculating about the cause of a problem before a thorough analysis and team discussion can result … Quality Improvement Study Framework 2 Element Definition Things To Keep in Mind Data Analysis … Describe the analysis and summarize the actual data using averages, ranges, or percentages.
  10. www.ahrq.gov/sites/default/files/wysiwyg/professionals/quality-patient-safety/patient-safety-resources/resources/advances-in-patient-safety-2/vol1/Advances-Prologue_Henriksen_Vol1.pdf
    June 02, 2025 - The final set of papers describes initiatives that have as their point of departure root cause analysis … Root cause analysis driven initiatives include an extended protocol to ensure correct surgical and invasive … encourage falls prevention programs in rural health care facilities in West Virginia, and a common cause analysis
  11. www.ahrq.gov/policymakers/chipra/demoeval/what-we-learned/supplhighlight02.html
    May 01, 2013 - Constructing a Cross-State Database With the goal of performing a cross-state analysis of the impacts … To build a database that could support a cross-state analysis, the national evaluation team worked with … Among the States contributing claims data to the analysis, three were using the NCQA tool to measure … Psychometric Analysis of the MHI-RSF The MHI-RSF is an adaptation of two previously validated medical … State-by-State Analysis of the MHI-RSF  In addition to the descriptive analysis presented in Evaluation
  12. www.ahrq.gov/sites/default/files/2024-05/kobayashi-report.pdf
    January 01, 2024 - Collaborative code development Research publications Ongoing research Study site HFE analysis; alarm … Specific Phase 1 tasks were: Task 0.1 Human factors engineering-based characterization and analysis … Task 2.2-2.3: These tasks are on hold pending analysis results from Tasks 2.1, 2.4, and 2.5. … A safe, onsite research, development, and test environment for patient monitor signals analysis and … Task 2.2-2.3: These tasks are on hold pending analysis results from Tasks 2.1, 2.4, and 2.5.
  13. www.ahrq.gov/sites/default/files/wysiwyg/professionals/quality-patient-safety/patient-safety-resources/resources/advances-in-patient-safety/vol3/Davis.pdf
    February 12, 2004 - A relational database management system was utilized for data analysis. … There are limitations with statistical analysis and variations in the data submitted. … This system was not ideal for data collection, analysis, or storage. … After importing the data into the database, an analysis of the data was initiated. … There are limitations in the use and analysis of the current system.
  14. www.ahrq.gov/sites/default/files/2024-01/hall1-report.pdf
    January 01, 2024 - Aim 3 – Use Healthcare Failure Mode and Effect Analysis (HFMEA) for a medication management process … Data Analysis. … The categorization of any event could be questioned at any point in the analysis and review. … Data Analysis. Reports were independently reviewed by two of the investigators (KKH, SS). … Once the failure modes were determined, the hazard analysis was conducted.
  15. www.ahrq.gov/sites/default/files/2024-01/nembhard-report.pdf
    January 01, 2024 - Table 2 presents the results of our factor analysis. … and 2008 for 2010 analysis) door-to-balloon performances. … Qualitative data analysis: An expanded sourcebook. Thousand Oaks, CA: Sage; 1994. 52. … Qualitative Data Analysis for Health Services Research: Developing Taxonomy, Themes, and Theory. … Applied multiple regression/correlation analysis for the behavioral sciences.
  16. www.ahrq.gov/sites/default/files/wysiwyg/policymakers/chipra/demoeval/what-we-learned/supplhighlight02.pdf
    August 01, 2012 - Constructing a Cross-State Database With the goal of performing a cross-state analysis of the impacts … To build a database that could support a cross-state analysis, the national evaluation team worked with … Among the States contributing claims data to the analysis, three were using the NCQA tool to measure … Psychometric Analysis of the MHI-RSF The MHI-RSF is an adaptation of two previously validated medical … State-by-State Analysis of the MHI-RSF In addition to the descriptive analysis presented in Evaluation
  17. www.ahrq.gov/cahps/surveys-guidance/helpful-resources/hiring/index.html
    December 01, 2018 - The use of an experienced vendor can help ensure that the collection and analysis of the survey data … are consistent with recommended CAHPS protocols for survey administration, analysis, and reporting. … reporting HEDIS ® measures, you are required to hire a third-party vendor for data collection and analysis … visits and meetings, include someone from your team with expertise in survey design, data collection, analysis
  18. www.ahrq.gov/data/hcup/mental-disorders.html
    May 01, 2023 - Based on an analysis of data from AHRQ's Healthcare Cost and Utilization Project (HCUP), the visualization … The analysis covers inpatients of all ages at community hospitals excluding rehabilitation and long-term
  19. www.ahrq.gov/sites/default/files/2025-03/greenes-report.pdf
    January 01, 2025 - be compared with rates from Phase 2 using chi-squared analysis. … In addition, secondary analysis will include a time series analysis to assess for time trends, as described … Data analysis: Data analysis for Phase 4 will be descriptive. … Overall in this analysis, 324 laboratory results were reviewed. … Results of this analysis are presented in the table below.
  20. www.ahrq.gov/sites/default/files/wysiwyg/professionals/clinicians-providers/guidelines-recommendations/tobacco/clinicians/references/meta/meta-analyses-refs.pdf
    January 01, 2007 - Meta-analysis (1996): Impact of having a tobacco use status identification system in place on rates … * Article contributed two studies to the meta-analysis Table 6.5. … *Article contributed two studies to the meta- analysis. 8 Table 6.11. … *Article contributed two studies to the meta-analysis Table 6.29. … *Article contributed two studies to the meta-analysis 34 Table 6.31.

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