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221. Hawley-notes-151016 copy - Teresa (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/hawley-presentation.pdf
     November 11, 2015 - 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

222. Methods Guide for Comparative Effectiveness Reviews_Inclusion of Nonrandomized Studies of Interventions in Systematic Reviews of Intervention Effectiveness: An Update (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/wysiwyg/pdf/methods-guide-inclusion-nonrandomized-studies.pdf
     September 01, 2022 - The EPC Program has served the needs of various guideline developers and, increasingly, Learning Health … In this case, machine-learning based screening tools, such as Abstrackr (http://abstrackr.cebm.brown.edu … Best care at lower cost: the path to continuously learning health care in America. … The elements of statistical learning. New York: Springer; 2001. 78. Berk RA. … Statistical learning from a regression perspective. New York: Springer; 2008. 79.

223. Methods Guide for Comparative Effectiveness Reviews_Inclusion of Nonrandomized Studies of Interventions in Systematic Reviews of Intervention Effectiveness: An Update (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/product/pdf/methods-guide-inclusion-nonrandomized-studies.pdf
     September 01, 2022 - The EPC Program has served the needs of various guideline developers and, increasingly, Learning Health … In this case, machine-learning based screening tools, such as Abstrackr (http://abstrackr.cebm.brown.edu … Best care at lower cost: the path to continuously learning health care in America. … The elements of statistical learning. New York: Springer; 2001. 78. Berk RA. … Statistical learning from a regression perspective. New York: Springer; 2008. 79.

224. Systematic Review on Opioid Treatments for Chronic Pain: Surveillance Report 3 (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/product/pdf/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 .........................................................

225. BLUEPRINT FOR A FUTURE DISTRIBUTED RESEARCH NETWORK (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/pdf/distributed-network-blueprint_research.pdf
     June 01, 2010 - control of data and uses, and support standardized, reusable components to improve efficiency and learning

226. EHC Protocol: Addressing Social Isolation To Improve Health of Older Adults: A Rapid Evidence Review (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/related_files/making-healthcare-safer-IV.pdf
     August 04, 2023 - isolation precautions and hand hygiene, and newer techniques, such as whole genome sequencing, machine learning … Whole-genome sequencing surveillance and machine learning of the electronic health record for enhanced

227. Hibbard-notes-151007 copy - Teresa (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/hibbard-presentation.pdf
     November 11, 2015 - Ithink about this as so many things, like learning to swim.

228. Telehealth During COVID-19 (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/product/pdf/telehealth-during-COVID-19-amendments.pdf
     April 28, 2022 - 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

229. Study Eligibility Criteria (ppt file)
     effectivehealthcare.ahrq.gov/sites/default/files/study-eligibility-criteria.ppt
     January 01, 2000 - Learning Objectives To understand the role of study eligibility criteria (inclusion/exclusion) in framing … eligibility criteria To understand the effect of study eligibility criteria on interpretation of a review Learning

230. advanced-care-decision-aids-protocol-131209 (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/pdf/advanced-care-decision-aids_research-protocol.pdf
     December 09, 2013 - Advanced care planning involves learning about potential impending decisions, considering those decisions … For the purposes of this report, advance care planning is defined as learning about the types of decisions

231. Engaging Stakeholders to Identify and Prioritize Topics for Future Research: Recommended activities and reporting practices (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/pdf/stakeholders-engagement-others_research-2011.pdf
     January 01, 2011 - Engaging Stakeholders to Identify and Prioritize Topics for Future Research: Recommended activities and reporting practices 1 Engaging Stakeholders to Identify and Prioritize Topics for Future Research: Recommended activities and reporting practices This table presents a series of recommended activities for resea…

232. McCormack-notes-151008 copy - Teresa (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/mccormack-presentation.pdf
     November 12, 2015 - McCormack-notes-151008 copy - Teresa My talk today is about engaging patients with  low health  literacy. 1 Health literacy is a key factor in securing access to healthcare services. So in my talk today, I’ll talk a little bit about health literacy and what it is, how we measure health literacy and the sta…

233. Evidence Summary_Comparative Effectiveness Review No. 248: Prehabilitation and Rehabilitation for Major Joint Replacement (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/related_files/Evidence%20Summary_0.pdf
     November 01, 2021 - developed with input from stakeholders on a Key Informants and a Technical Expert Panel, including Learning

234. Evidence Summary_Comparative Effectiveness Review No. 248: Prehabilitation and Rehabilitation for Major Joint Replacement (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/related_files/joint-replacement-evidence%20-summary.pdf
     November 01, 2021 - developed with input from stakeholders on a Key Informants and a Technical Expert Panel, including Learning

235. Interventions Addressing Children Exposed to Trauma: Part 2 – Trauma Other Than Child Maltreatment and Family Violence | Effective Health Care (EHC) Program
     effectivehealthcare.ahrq.gov/products/trauma-child-interventions/research-protocol
     March 26, 2012 - integrates modalities derived from psychodynamic, attachment, trauma, cognitive-behavioral, and social learning … presence of comorbid diagnoses such as depression, disruptive behavior disorders, ADHD, other anxieties, learning

236. Updating the Framework for AHRQ’s National Healthcare Quality and Disparities Report (NHQDR) (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/related_files/updating-framework-protocol.pdf
     September 06, 2023 - Literature reviewers will screen citations supported by machine learning.

237. Systematic Review on Opioid Treatments for Chronic Pain: Surveillance Report 1 (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/related_files/opioids-chronic-pain-surveillance-report-1-final.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.

238. Design Specifications for Network Prototype and Cooperative To Conduct Population-Based Studies and Safety Surveillance | Effective Health Care (EHC) Program
     effectivehealthcare.ahrq.gov/products/distributed-network-safety/research
     July 28, 2009 - Recently, the Institute of Medicine’s (IOM) Learning Healthcare System expressed dissatisfaction with … The Learning Healthcare System: Workshop Summary. Washington, DC; 2007.   2.

239. Asthma-Provider-Adherence Executive (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/related_files/asthma-provider-adherence_executive.pdf
     May 01, 2013 - inability of health care providers to overcome practice inertia and external barriers).19 Therefore, learning … adherence to the quality improvement intervention in the RCT, with decreases in participation in the learning … Does participation in distance learning and audit improve the care of patients with acute asthma attacks … Changing physician prescribing patterns through problem-based learning: an interactive, teleconference … case-based education program and review of problem-based learning.

240. Systematic Review on Noninvasive Nonpharmacological Treatment for Chronic Pain: Surveillance Report 2 (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/related_files/surveillance-report-2-noninvasive-nonpharma.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 … Testing a Machine Learning Tool for Facilitating Living Systematic Reviews of Chronic Pain Treatments