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digital.ahrq.gov/sites/default/files/docs/page/medication-turnaround-time-quick-reference-guide.pdf
August 05, 2025 - Analysis Considerations
Several issues should be addressed before proceeding
with an analysis plan: … Your data collection and analysis plan should be
based on sound methodology. … To achieve valid,
robust results, consider planning your analysis
with the input of a trained statistician … only to find the original
statistical plan was flawed, leaving you with data
that is inadequate for analysis … Work flow analysis: eliminating non value added
work. J Nurs Adm. 2004;34(5):246 56.
10.
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digital.ahrq.gov/sites/default/files/docs/page/2006WakefieldHalbeslebenWard_051311comp.pdf
June 16, 2021 - Post: ~6 months after launch of technology
Focuses on Current / Past Experience
Results: Item Analysis … for following analyses included 19 items
in Section I and 17 items in Section II
Section I Factor Analysis … Results
Confirmatory factor analysis supported five-
factor structure for 17 items in Section I
… IO = Inter-
Organizational
Communication
WL = Work Life
IC = Improved Care
Section II Factor Analysis … Section I Factor Analysis Results
Final Measure Section I - Perceptions of Changes in Work Process
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digital.ahrq.gov/funding-mechanism/transforming-healthcare-quality-through-information-technology-thqit-planning
January 01, 2023 - Quality Through Information Technology (THQIT) - Planning Grants
Error analysis … Error analysis leading technology development. TIES 2006;7(6):525-49. … Project Name
Promoting Patient Safety with Web-based Patient Profiles
Task analysis … Task analysis of healthcare delivery: a case study. JET-M 2009;26(1–2):15-27.
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digital.ahrq.gov/ahrq-funded-projects/personal-health-information-management-and-design-consumer-health-it
January 01, 2023 - Contract Number
290-07-10072-1
Funding Mechanism(s)
Planning, Evaluation, and Analysis … Conduct secondary analysis of the Medical Expenditure Panel Survey (MEPS) data to better understand the … The data analysis from the MEPS indicated that many factors seem to influence an individual's choice … Personal health information and the design of consumer health information technology: secondary analysis … Personal health information and the design of consumer health information technology: secondary analysis
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digital.ahrq.gov/health-it-tools-and-resources/evaluation-resources/workflow-assessment-health-it-toolkit/all-workflow-tools/critical-incident
January 01, 2023 - SELECT PARTICIPANTS IN THE ANALYSIS. … This group should include those who have active involvement in the area under analysis.
2. … Cognitive task analysis methods.
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digital.ahrq.gov/ahrq-funded-projects/supporting-continuity-care-poisonings-electronic-information-exchange/annual-summary/2012
January 01, 2012 - team used multiple approaches, including interviews with clinicians and stakeholders, document review, analysis … The research team completed analyzing the PCC to ED call recordings, including the analysis of inefficiencies … Cummins had proposed to inventory the types of information exchanged, but during call analysis the research … The additional analysis provides valuable information about the nature and frequency of inefficiencies … U.S. poison control centers and emergency departments – is in press at Clinical Toxicology based on analysis
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digital.ahrq.gov/sites/default/files/docs/publication/r18hs017030-turchin-final-report-2011.pdf
January 01, 2011 - In subsequent analysis we established that narrative
and structured data sources provide complementary … We also conducted an analysis to determine whether narrative notes or structured medication
records … A unique provider-patient encounter
during a hyperglycemic period served as the unit of analysis. … A unique patient served as the unit of analysis. … A unique patient served as the unit of
analysis.
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digital.ahrq.gov/principal-investigator/levin-scott-ryan
January 01, 2024 - administration in patients with acute kidney injury: A multi-site retrospective propensity-adjusted analysis … administration in patients with acute kidney injury: a multi-site retrospective propensity-adjusted analysis … Index and independent predictors of under-triage and over-triage in Brazil: a retrospective cohort analysis … Index and independent predictors of under-triage and over-triage in Brazil: a retrospective cohort analysis
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digital.ahrq.gov/principal-investigator/dorr-david
January 01, 2024 - Assessing data adequacy for high blood pressure clinical decision support: A quantitative analysis. … Assessing data adequacy for high blood pressure clinical decision support: A quantitative analysis. … through an Integrated Care Coordination Information System
A multi-perspective analysis … A multi-perspective analysis of lessons learned from building an Integrated Care Coordination Information
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digital.ahrq.gov/document-type/journal-publication
January 01, 2025 - Emerging models of care using IT in long-term/post-acute care: A comparative analysis … Emerging models of care using IT in long-term/post-acute care: A comparative analysis of human and AI-driven … Patient-Engagement Tool to Aid Older Adults' Understanding of Lab Test Results
Preliminary analysis … Preliminary analysis of the impact of lab results on large language model generated differential diagnoses
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digital.ahrq.gov/sites/default/files/docs/citation/r21hs024086-molfenter-final-report-2018.pdf
January 01, 2018 - Methods: Two data analysis were conducted. … Data Analyses
Two data analysis were conducted. … Limitations
The data used in the analysis is based on self-report data. … For qualitative analysis, an analysis of the barriers and facilitators from the state payer perspective … Application of model-selection criteria to some problems in multivariate analysis.
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digital.ahrq.gov/sites/default/files/docs/citation/r01hs023837-gurses-final-report-2021.pdf
January 01, 2021 - Measures and Data Analysis. … Measures and Data Analysis. … Measures and Data Analysis. … Measures and Data Analysis. … A process mining–based network analysis combined with social network analysis.
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digital.ahrq.gov/health-it-tools-and-resources/evaluation-resources/workflow-assessment-health-it-toolkit/all-workflow-tools/comms-usage-diagram
January 01, 2023 - CLEARLY DEFINE THE TASK OR SCENARIO UNDER ANALYSIS. … A hierarchical task analysis (HTA) of the task may be useful.
2. DATA COLLECTION. … Disadvantages
Some parts of the analysis are subjective.
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digital.ahrq.gov/funding-mechanism/accelerating-change-and-transformation-organizations-and-networks-action-ii
January 01, 2023 - Health Information Technology
Evaluation of Stage 3 Meaningful Use Objectives: Analysis … Evaluation of Stage 3 Meaningful Use Objectives: Analysis in Pennsylvania and Utah
Description … (s)
Galantowictz, Sara
Evaluation of Stage 3 Meaningful Use Objectives: Analysis … Investigator(s)
Jain, Anjali
Evaluation of Stage 3 Meaningful Use Objectives: Analysis
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digital.ahrq.gov/principal-investigator/walker-james
January 01, 2023 - Hazard Manager
Health IT hazard manager beta-test: appendix D – relational analysis … Health IT hazard manager beta-test: appendix D – relational analysis results. … Hazard Manager
Health IT hazard manager beta-test: appendix C - descriptive analysis … Health IT hazard manager beta-test: appendix C - descriptive analysis.
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digital.ahrq.gov/principal-investigator/shapiro-jason-s
January 01, 2023 - Measurement and Care Improvement with Health Information Exchange
Bivariate analysis … Bivariate analysis of early returns to different hospitals after emergency care. … Improvement with Health Information Exchange
Bouncing back elsewhere: multilevel analysis … Bouncing back elsewhere: multilevel analysis of return visits to the same or a different hospital after
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digital.ahrq.gov/sites/default/files/docs/citation/r21hs022335-juckett-final-report-2017.pdf
January 01, 2017 - The findings
were rendered into feature vectors for latent class analysis. … This aim involves various combinations of factor
analysis, cluster analysis, and structural equation … Compare analysis methods
Global comparisons cannot be done yet. … Factor
Analysis
Factor
Analysis
Factor
Analysis
Factor
Analysis
Factor
Analysis
Factor … Outline of analysis steps
Analysis Algorithms
1.
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digital.ahrq.gov/ahrq-funded-projects/computerized-patient-centered-collaborative-technology-compact-support
January 01, 2024 - A human factors engineering work system analysis will be done to understand the sociotechnical work system … Workflow analysis of breast cancer treatment decision-making: Challenges and opportunities for informatics … Workflow analysis of breast cancer treatment decision-making: Challenges and opportunities for informatics … Type: Journal Publication Technology: Clinical Decision Support System
Adapting cognitive task analysis … Adapting cognitive task analysis methods for use in a large sample simulation study of high-risk healthcare
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digital.ahrq.gov/sites/default/files/docs/page/prescribing-patterns-of-cost-effective-drugs-quick-reference-guide.pdf
April 01, 2009 - Analysis Considerations
Several issues should be addressed before proceeding
with an analysis plan: … Your data collection and analysis plan should be
based on sound methodology. … In order to
achieve valid, robust results, you should consider
planning your analysis with the input … Verbal orders would not be
affected by CDSS applications and their
inclusion in the analysis would … Potential Risks: Cost data is often very difficult to
analyze properly and may need expert analysis
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digital.ahrq.gov/technology/predictive-modeling
January 01, 2024 - Principal Investigator
Toh, Darren
Project Name
Improving Missing Data Analysis in Distributed … Research Networks
Imputing missing covariates in time-to-event analysis within … Imputing missing covariates in time-to-event analysis within distributed research networks: A simulation … Principal Investigator
Toh, Darren
Project Name
Improving Missing Data Analysis in Distributed