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121. AHRQ EPC Program Helps Health Systems Use Evidence | Effective Health Care (EHC) Program
     effectivehealthcare.ahrq.gov/products/collections/health-systems-use-evidence/overview

122. Research White Paper: Standardized Library of Depression Outcome Measures (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/wysiwyg/standardized-library-depression-white-paper.pdf
     May 01, 2020 - Research White Paper: Standardized Library of Depression Outcome Measures Research White Paper Standardized Library of Depression Outcome Measures Research White Paper Standardized Library of Depression Outcome Measures Prepared for: Agency for Healthcare Research and Qual…

123. Research White Paper: Standardized Library of Depression Outcome Measures (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/pdf/standardized-library-depression-white-paper.pdf
     May 01, 2020 - Research White Paper: Standardized Library of Depression Outcome Measures Research White Paper Standardized Library of Depression Outcome Measures Research White Paper Standardized Library of Depression Outcome Measures Prepared for: Agency for Healthcare Research and Qual…

124. Hawley-notes-151016 copy - Teresa (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/hawley-presentation.pdf
     October 08, 2025 - We  had several questions where  we  were  trying  to  understand  how people   approached  learning   … In   this question, where  we  asked  if wisdom comes from personal experience, not from learning  in

125. Development of a Primary Care Guie for Implementing Evidence-Based Screening and Counseling for Unhealthy Alcohol Use With Epic-Based Electronic Health Record Tools: A Pilot Dissemination Project (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/pdf/methods-research-report-unhealthy-alcohol-use-final.pdf
     September 01, 2018 - The AHRQ EPC program aims to optimize the utility and uptake of existing EPC reports by learning health

126. Assessing the Quality of Individual Studies (ppt file)
     effectivehealthcare.ahrq.gov/sites/default/files/assessing-quality.ppt
     January 01, 2010 - Learning Objectives To describe the concept of quality assessment To identify reasons for quality assessment … list the steps in quality assessment To describe and report the methods for quality assessment Learning

127. Disclosure Policy and Form (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/wysiwyg/pdf/epc-rev-team-confidentiality-form.pdf
     September 01, 2018 - Disclosure Policy and Form EPC Review Team Agreement The EPC Program follows three principles - to be relevant and timely, to be objective and scientifically rigorous, and to be transparent and engage the public1. Consistent with the principle of transparency and dedication to public engagement, the EPC prog…

128. Transcript Deliberativemethodswebinar (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/transcript_deliberativemethodswebinar.pdf
     April 19, 2012 - as a goal in its own right, which can also be quite important, aside from the more developmental-learning … most part, people who have never met each other, meeting each other for the very first time and learning … So by learning how to deliberate, I’m referring to developing the skills that are needed to be able … I think that, you know, issue learning sometimes is less interesting.

129. Fagerlin-notes-151007 copy-Teresa (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/fagerlin-presentation.pdf
     October 08, 2025 - Fagerlin-notes-151007 copy-Teresa When  we talk about patient engagement and  shared  decision-­‐making there are a number of different problems that evolve. 1 First, patients often do not have information they need to make decisions, nor are they involved in the  decisions as much  as they would  …

130. Updating the Measurement Criteria for AHRQ’s National Healthcare Quality and Disparities Report (NHQDR) (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/related_files/updating-criteria-qdr-protocol-amendment.pdf
     December 28, 2023 - Literature reviewers will screen citations Version 5 4/18/2019 5 supported by machine learning … All citations not selected for full text review will be screened by a machine learning algorithm monitoring

131. Implementation of Recommended Screening and Counseling Interventions to Prevent Mental Health Disorders in Children and Adolescents (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/related_files/screening-counseling-interventions-protocol.pdf
     October 01, 2023 - , conduct educational meetings, conduct educational outreach visits, shadow other experts, create a learning … Use of Artificial Intelligence and/or Machine Learning During abstract screening, we will use DistillerSR … health screening in schools: innovative, field-tested practices and observed trends during a 15-month learning

132. White Paper_Supplementing Systematic Review Findings With Healthcare System Data: Pilot Projects From the Agency for Healthcare Research and Quality Evidence-based Practice Center Program (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/related_files/pilot-projects-supplementing-white-paper.pdf
     December 01, 2024 - M Health Fairview (MHFV) Epic (2013– 2022) via the Learning Health System (LHS) Data Repository … • Learning Health System Datamart developed project-specific flat files on Academic Health center … Each group established their own methods and frameworks for analysis, and there was a nontrivial learning

133. Systematic Review on Opioid Treatments for Chronic Pain: Surveillance Report 2 (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/related_files/opioid-chronic-pain-surveillance-report-2.pdf
     April 01, 2022 - In addition, to increase efficiency of abstract review, we utilized a machine learning classifier in … The machine learning classifier was previously shown to have 100 percent recall for identifying eligible … studies in update searches for this review.2 The machine learning classifier screened all citations … ; the second investigator performed dual review on all studies that the machine learning classifier … Literature Search Strategies Optimized Search for Machine Learning Appendix B.

134. nnovative Methods in Stakeholder Engagement: An Environmental Scan (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/pdf/stakeholders-engagement-others_research-2012-1.pdf
     January 01, 2012 - interested in Charrettes can discuss personal experiences in this forum and engage in collaborative learning … It describes itself as a ―one-stop shop‖ for non-Federal stakeholders interested in learning about … Department of Health To provide leadership on systems of care research and evaluation, create service-learning … that links cancer control practitioners with researchers, to provide opportunities for discussion, learning … Research and Outreach/Engagement Center (UROC) http://uroc.umn.edu/about/index.html To advance learning

135. Evidence-based Practice Center Systematic Review Protocol (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/related_files/tethered-spinal-cord-protocol.pdf
     July 19, 2023 - reduce reviewer errors and bias, all citations will be reviewed by a human reviewer and a machine learning … comparison with care models currently in use; the possibility of diagnostic tool or treatment intervention learning … Use of Artificial Intelligence and/or Machine Learning All citations retrieved by the literature searches … will be screened by at least one human literature reviewer and a DistillerSR software machine learning

136. AHRQ's Evidence-based Practice Center Division Annual Report 2020: Solving the Puzzle for Evidence-Based Decision Making (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/wysiwyg/pdf/epc-year-in-review-2020.pdf
     January 01, 2020 - 2020 Healthcare Research Presentations 2/14-15/2020: Systematic Review to Evidence-based Organization Learning … Testing a Machine Learning Tool for Facilitating Living Systematic Reviews of Chronic Pain Treatments … products/useful-quality-improvement/methods-report https://effectivehealthcare.ahrq.gov/products/machine-learning-tool

137. Patient-Centered-Medical-Home Executive (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/related_files/patient-centered-medical-home_executive.pdf
     July 01, 2012 - examined (KQ 2), as well as the financial models and strategies for system change or organizational learning … Organizational learning strategies and any theoretical basis provided for these strategies. … Organizational learning strategies: Learning collaboratives and collaborative program planning were the … most commonly used organizational learning strategies, described in 19 studies.

138. Quantitative Synthesis: Chapter 4. Quantifying, Testing, and Exploring Statistical Heterogeneity (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/pdf/ehc-presentation-quantitative-synthesis-chapter-4.pdf
     July 01, 2019 - Learning objective Statistical heterogeneity • Statistical heterogeneity occurs when estimates across … Quantifying, Testing, and Exploring �Statistical Heterogeneity Learning objective Statistical heterogeneity

139. Making Healthcare Safer IV: Summary of Findings on Patient Safety Practices and Ratings by a Technical Expert Panel, 2024-2025 (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/related_files/mhs-iv-patient-safety-practices-year-2.pdf
     May 01, 2025 - Co-director, Center for Artificial Intelligence and Bioinformatics in the Learning Healthcare System … • TEP members emphasized the need for proactive planning and learning from other industries to address … o Successful implementation requires leadership engagement, shared learning, and dedicated resources … been harmed, and their families, are very interested in ensuring that their experiences help drive learning

140. Standardized Library of Lung Cancer Outcome Measures (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/wysiwyg/white-paper-lung-cancer.pdf
     August 01, 2021 - Standardized Library of Lung Cancer Outcome Measures Research White Paper Standardized Library of Lung Cancer Outcome Measures Research White Paper Standardized Library of Lung Cancer Outcome Measures Prepared for: Agency for Healthcare Research and Quality U.S. Dep…