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201. Disposition of Comments_Technical Brief No. 43: Measuring Healthcare Organization Characteristics in Cancer Care Delivery Research (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/related_files/organization-cancer-care-disposition-comments.pdf
     June 20, 2023 - Integrated Framework, I was left wondering the extent to which the authors feel that they have covered Learning … Likely something to consider moving forward, but I could imagine expansion of the Organizational Learning … The Organizational Learning subdomain makes me think further about the LHS competencies and efforts … connecting the organizational characteristic frameworks with the domains and constructs for Learning

202. 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.

203. Telehealth During COVID-19 (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/pdf/telehealth-COVID-19-protocol_0.pdf
     July 08, 2021 - This topic was nominated by a member of the AHRQ Learning Health Systems (LHS) panel. … ED = emergency department; IDS = integrated delivery system; IP = inpatient; KQ=Key Question; LHS = learning … Medicare Learning Network. Telehealth Services. 2020. 10. Shachar C, Engel J, Elwyn G. … record IDS Integrated delivery system IP Inpatient JBI Joanna Briggs Institute KQ Key Question LHS Learning

204. 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

205. Linking Evidence Reviews to Organizational Guideline Planning: A Pilot Test of an Interactive, Web-Based Presentation and Discussion of Evidence | Effective Health Care (EHC) Program
     effectivehealthcare.ahrq.gov/products/linking-evidence/methods-report
     October 18, 2018 - Linking Evidence Reviews to Organizational Guideline Planning: A Pilot Test of an Interactive, Web-Based Presentation and Discussion of Evidence Research Report October 18, 2018 Web Version [NLM Site] Download Main Document PDF 4.6 MB Related Files Download Tool [PDF · 4.2 MB] These items are availabl…

206. Systematic Review on Opioid Treatments for Chronic Pain: Surveillance Report 2 (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/product/pdf/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.

207. Systematic Review Data Repository | Effective Health Care (EHC) Program
     effectivehealthcare.ahrq.gov/products/data-repository-reviews/overview-2012
     July 05, 2012 - Systematic Review Data Repository Overview July 5, 2012 https://srdr.ahrq.gov [Website] Download Main Document PDF 31 KB Reports SRDR Overview (PDF, 31 KB) SRDR Governance Board Charter (PDF, 559 KB) Pilot To Promote Entry of Structured Data Into the Systematic Review Data Repository (SRDR) (PD…

208. EPC-Pilot-Project-A-Dual-Approach-To-Facilitate-Health-Systems-Uptake-Of-Evidence-Synthesis-Reports-Anxiety-In-Children (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/pdf/methods-report-anxiety-children_0.pdf
     October 01, 2018 - EPC-Pilot-Project-A-Dual-Approach-To-Facilitate-Health-Systems-Uptake-Of-Evidence-Synthesis-Reports-Anxiety-In-Children Methods Research Report EPC Pilot Project: A Dual Approach To Facilitate Health Systems Uptake of Evidence Synthesis Reports. Anxiety in Children Methods Research Report EPC Pilot Project:…

209. PATIENTSLIKEME (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/clifford.pdf
     January 06, 2017 - So a person who's interested in learning more about the drug can just click a button and see a tremendous … We do -- we're still learning how to do research better.

210. Postpartum Care for Women Up to One Year After Pregnancy (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/product/pdf/postpartum-care-protocol.pdf
     April 01, 2022 - The Abstrackr software has machine learning capabilities that predict the likelihood of relevance of … We will train the machine learning algorithm as follows: (1) We will include references of known existing … in conference or by a third screener. (6) As screening progresses, the pretrained Abstrackr machine learning … Health Care Payment Learning & Action Network (HCP LAN). Clinical episode payment models.

211. Postpartum Care for Women Up to One Year After Pregnancy (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/product/pdf/postpartum-care-one-year-protocol-amendment.pdf
     April 25, 2022 - The Abstrackr software has machine learning capabilities that predict the likelihood of relevance of … We will train the machine learning algorithm as follows: (1) We will include references of known existing … in conference or by a third screener. (6) As screening progresses, the pretrained Abstrackr machine learning … Health Care Payment Learning & Action Network (HCP LAN). Clinical episode payment models.

212. Topic Brief: Interventions to Decrease Hospital Length of Stay (pdf file)
     effectivehealthcare.ahrq.gov/system/files/docs/topic-brief-hospital-length-of-stay.pdf
     November 01, 2019 - Nomination Summary • The nominators from the Learning Health System panel prioritized this topic highly … This is a prevalent issue and is of high interest to health systems, particularly the AHRQ-funded Learning … , Ursprung S, McCulloch P Effects of clinical diagnostic decision support systems based on machine learning … in-process review will be looking at diagnostic clinical decision support systems based on machine learning … Learning Health System If you are you making a suggestion on behalf of an organization, please state

213. Research Protocol: Characteristics of Existing Asthma Self-Management Education Packages (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/pdf/asthma-education-protocol.pdf
     January 01, 2018 - How is individual learning/progress evaluated? … • Is there a process to sustain/support retention of learning over time?

214. Trauma Informed Care (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/related_files/trauma-informed-care-draft-report.pdf
     January 01, 2024 - PICO Portal uses machine learning to sort and present first those citations most likely to be eligible … After the machine learning algorithm had been sufficiently trained, using an a priori criterion of 95 … Conducting embedded Learning Health Systems research, addressing the components of TIC across these … Social and Emotional Foundations for Early Learning: A Conceptual Model for Intervention. … Implementing a trauma- informed system of care: An analysis of learning collaborative outcomes.

215. The AHRQ Evidence-Based Care (EBC) Challenge | Effective Health Care (EHC) Program
     effectivehealthcare.ahrq.gov/products/get-involved/research
     June 01, 2013 - The AHRQ Evidence-Based Care (EBC) Challenge Research Report June 1, 2013 The EBC Challenge asked nurse practitioners (NPs), physician assistants (PAs), researchers, and other health professionals to find creative ways to translate existing AHRQ research reports into provider-friendly resources for use …

216. Methods Research Report: Linking Evidence Reviews to Organizational Guideline Planning: A Pilot Test of an Interactive Web-Based Presentation and Discussion of Evidence (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/pdf/linking-evidence-reviews-methods_0.pdf
     October 01, 2018 - Methods Research Report: Linking Evidence Reviews to Organizational Guideline Planning: A Pilot Test of an Interactive Web-Based Presentation and Discussion of Evidence Methods Research Report Linking Evidence Reviews to Organizational Guideline Planning: A Pilot Test of an Interactive, We…

217. Prioritization and Selection of Harms for Inclusion in Systematic Reviews (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/pdf/ehc-presentation-selection-harms-systematic-reviews.pdf
     February 01, 2018 - Learning Objectives At the conclusion of this educational lecture the successful learner will be able … • Describe how to transparently report methods used to select harms Presenter Presentation Notes Learning … Prioritization and Selection of Harms for Inclusion in Systematic Reviews Systematic Review Process Overview Learning

218. Topic Suggestion Description | Effective Health Care Program
     effectivehealthcare.ahrq.gov/get-involved/nominated-topics/what-is-the-effectiveness-of-physical-therapy-for-the-treatment-of-acute-ambulatory-and-shoulder-hand-and-finger-injuries-following-an-accident-andor-surgery-question-1-how-do-various-physical-therapy-treatment-modalities-com
     October 20, 2009 - As such we are interested in learning about the available evidence so that we can ensure that we are

219. Systematic Review on Opioid Treatments for Chronic Pain: Surveillance Report 3 (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/related_files/opioid-chronic-pain-surveillance-report-3.pdf
     June 01, 2022 - In addition, a second investigator utilized a machine learning classifier to assist in the screening … The machine learning classifier screened all citations; the second investigator reviewed all studies … that the machine learning classifier did not classify as very low probability of inclusion. … The machine learning classifier was previously shown to have 100 percent recall for identifying eligible … A-1 Optimized Search for Machine Learning .........................................................

220. Slide 1
     effectivehealthcare.ahrq.gov/sites/default/files/estimation-and-reporting_chapter-3.pptx
     January 01, 2013 - subgroups (subgroup analysis) To predict whether an individual might benefit from a treatment (predictive learning … To predict whether an individual might benefit from a treatment (predictive learning) Predicting beneficial