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161. Improving Quality in Cancer Screening: The Excellence Report for Colonoscopy (pdf file)
     digital.ahrq.gov/sites/default/files/docs/publication/r18hs017017-logan-final-report-2009.pdf
     January 01, 2009 - Key Words: None provided. The authors of this report are responsible for its content. … regular basis this data, minus most identifiers, is exported to CORI for inclusion in the National Endoscopic … Reports are generated which can be printed for inclusion in the paper medical record, and the newest … What we are attempting to do is to automatically extract data from a specialty electronic health record … sent by HL7 v2 messaging for this purpose.

162. Final Progress Report: Cancer Patient Safety Learning Laboratory (CaPSLL): Preventing Clinical Deterioration in Outpatients (pdf file)
     www.ahrq.gov/sites/default/files/2024-10/weinger-france-report.pdf
     January 01, 2024 - Using patient-reported outcome measures (PROMs) and clinical data from the electronic health record … Figure 2 illustrates the extent of missing data for some of the variables recorded by the activity … In the case of geolocation data, the 2-10 locations designated as “healthy” and “healthcare” by each … Missing heart rate and activity data The distribution of classes in the classification dataset is … The utility of geolocation data for risk prediction modeling was especially limited by technical, operational

163. Chronic-Urinary-Retention Research (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/pdf/chronic-urinary-retention_research.pdf
     September 01, 2014 - The information in this report is intended to help health care decisionmakers—patients and clinicians … This report is not intended to be a substitute for the application of clinical judgment. … This document is in the public domain and may be used and reprinted without special permission. … Data was not available to prespecify a minimum important difference in the group proportions for this … eligible for the Cochrane review were consistent and this data was assessed insufficient, we reiterate

164. Venous Thromboembolism Prophylaxis in Major Orthopedic Surgery: Systematic Review Update (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/related_files/thromboembolism-update-disposition.pdf
     June 22, 2017 - Each comment is listed with the name and affiliation of the commentator, if this information is provided … Thank you TEP Reviewer #6 General Comments This is an important time to update the data for … The last update was in 2012 and the data for DOACs was sparse. This now includes this data. … If for statistical purposes, it is necessary to group B and C together to draw conclusions, at least … Is the data correct for VKA or LMWH? Thank you for noticing this error.

165. Final Progress Report: Adverse Event-Directed Analysis in Ambulatory Primary Care (pdf file)
     www.ahrq.gov/sites/default/files/2024-10/kennerly-ballard-report.pdf
     January 01, 2024 - This is in part due to the difficulties in such investigations posed by the nature of primary care: … , because extensive review of legal and medical records is required, this data source suffers from the … The delay in this aim (the reason for which is described below) will allow use of more recent AE data … With data now for 4 years (2005-2008) involving more than 20,000 randomly chosen ambulatory records, … However, the additional data we were able to collect for 2008 during these delays have provided us with

166. CDSiC Innovation Center: Quarterly Report (pdf file)
     digital.ahrq.gov/sites/default/files/Innovation%20Center%20Q4%202024%20Progress%20Report_02.21.25.pdf
     February 03, 2025 - PUBLIC DOMAIN NOTICE This document is in the public domain and may be used and reprinted without permission … Conducting and Coordinating PC CDS Projects: The purpose of this Core is to test PC CDS projects in … data in electronic health records [EHRs], clinical visit recordings, patient- generated health data … The aim of this project is to create a consolidated resource that documents current use cases of AI in … They will begin patient recruitment for the pilot in a clinic setting, as well as data collection for

167. CDSiC Innovation Center: Quarterly Report (pdf file)
     cdsic.ahrq.gov/sites/default/files/2025-02/Innovation%20Center%20Q4%202024%20Progress%20Report_02.21.25.pdf
     January 01, 2025 - PUBLIC DOMAIN NOTICE This document is in the public domain and may be used and reprinted without permission … Conducting and Coordinating PC CDS Projects: The purpose of this Core is to test PC CDS projects in … data in electronic health records [EHRs], clinical visit recordings, patient- generated health data … The aim of this project is to create a consolidated resource that documents current use cases of AI in … They will begin patient recruitment for the pilot in a clinic setting, as well as data collection for

168. Evidence Report on the (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/vte-protocol-8-4-10.pdf
     February 01, 2008 - with pharmacologic thromboprophylaxis is complicated by the variability in the definitions used in … One disagreement between the two sets of guidelines is in the use of DVT as a surrogate marker for PE … analysis when data is available. … outcomes evaluated in this report. … An imprecise estimate is one for which the confidence interval is wide enough to include clinically

169. Evidence Report on the (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/pdf/blood-clots-hip-knee-surgery_research-protocol.pdf
     February 01, 2008 - with pharmacologic thromboprophylaxis is complicated by the variability in the definitions used in … One disagreement between the two sets of guidelines is in the use of DVT as a surrogate marker for PE … analysis when data is available. … outcomes evaluated in this report. … An imprecise estimate is one for which the confidence interval is wide enough to include clinically

170. Reporting of Adverse Drug Events: Examination of a Hospital Incident Reporting System (pdf file)
     www.ahrq.gov/sites/default/files/wysiwyg/professionals/quality-patient-safety/patient-safety-resources/resources/advances-in-patient-safety/vol1/Desikan.pdf
     March 01, 2002 - This information is provided by the person reporting the event. … For this study, medications involved in preventable adverse drug events were coded according to the … Five events (2 percent) had invalid medical record numbers, precluding any linkage to demographic data … This analysis depended heavily on the event details provided in the RMEES database, some of which were … records.

171. AHRQ-Funded Patient Safety Highlights: Improving Healthcare Safety by Supporting Measure Implementation (pdf file)
     www.ahrq.gov/sites/default/files/wysiwyg/patient-safety/highlights/ps-project-highlights-measure-implementation.pdf
     August 01, 2025 - The significance of this study is that it provides the first population-based data describing important … medical records at the Centers for Medicare & Medicaid Services (CMS) Clinic Data Abstraction Center … records and administrative data. … The data provided by the MPSMS is used by AHRQ’s National Healthcare Quality Report (NHQR) and National … No such methods existed at the time, and the use of IT for such purposes has been limited.

172. In Conversation with... Susan McGrath, PhD and George Blike, MD about Surveillance Monitoring | PSNet
     psnet.ahrq.gov/perspective/conversation-susan-mcgrath-phd-and-george-blike-md-about-surveillance-monitoring
     April 26, 2023 - Our role is to analyze data related to patient safety, especially monitoring of general care patients … into the medical record with a press of a button. … This function saves a lot of time to capture and record vital signs. … line as the system processes the sensor data. … To address this issue, the alarming system for surveillance monitoring is notably different from other

173. Surveillance Monitoring to Improve Patient Safety in Acute Hospital Care Units | PSNet
     psnet.ahrq.gov/perspective/surveillance-monitoring-improve-patient-safety-acute-hospital-care-units
     April 26, 2023 - While this may be the current standard of care in most hospitals, it is rare that staff are monitoring … To address this issue, the alarming system for surveillance monitoring is notably different from other … into the medical record with a press of a button. … This function saves a lot of time to capture and record vital signs. … line as the system processes the sensor data.

174. CPOE Implementation in ICUs - Final Report (pdf file)
     digital.ahrq.gov/sites/default/files/docs/citation/r01hs015274-carayon-final-report-2009.pdf
     January 01, 2009 - records, patient charts and EHR by trained research staff. … This is the implementation that was studied in this project. … chart, nursing documentation records, the medication administration record, administrative documents … One outcome of the data collection method is that an interrupted task appears in the data as two or … was obtained through feedback provided immediately post-training by the participants.

175. Diabetes Mellitus (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/diabetes-horizon-scan-high-impact-1406.pdf
     September 26, 2014 - Send comments by mail to the Task Order Officer named in this report to: Agency for Healthcare Research … average for all topics in this priority area that received comments by experts. … The material on interventions in this Executive Summary and report is organized alphabetically by disease … Though this system is not identical to the 530G system, this data can be extrapolated to support the … (COI) because the expert is a consultant for the manufacturer.68 This potential COI is balanced by

176. Appropriate Antibiotic Prophylaxis for Children With Sickle Cell Disease (pdf file)
     www.ahrq.gov/sites/default/files/wysiwyg/pqmp/measures/chronic/chipra-0138-fullreport.pdf
     April 01, 2018 - (MAX) administrative claims data provided by the Centers for Medicare & Medicaid Services (CMS). … The reproducibility of our results based on claims data was supported by medical record review. … in which it has been used, and purposes for which it has been used. … The information for this measure is already captured by existing EHR systems. … Health IT Standards Are the data elements in this measure supported explicitly by the Office of the

177. Antibiotic and Opioid Stewardship in Dentistry | PSNet
     psnet.ahrq.gov/perspective/antibiotic-and-opioid-stewardship-dentistry
     December 07, 2020 - 20% of all antibiotics prescribed by dentists in the US. 1 , 2  Clindamycin is associated with an increased … We also used behavioral nudges to influence prescribing, including posters provided by the CDC, targeting … For the fourth core element, tracking and reporting, we provided some data back to the dental staff to … We looked at this same data post-implementation and antibiotic prescribing decreased by 70% post implementation … In this intervention, the patients were instructed on what to expect post extraction, we provided non-opioid

178. Single-arm studies in comparative effectiveness reviews (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/pdf/single-group-studies_white-paper.pdf
     January 01, 2013 - This report is not intended to be a substitute for the application of clinical judgment. … This is especially true for transplantation studies of vital organs in the setting of rapid and fatal … The panel members reviewed two drafts of this paper and also provided additional feedback in a teleconference … However, this interpretation is limited by the small sample size. F Figure 2. … pharmaceutical agent and the outcome rate is modified by sex), is not possible in the absence of an

179. Physiologic Predictors of Severe Injury: Systematic Review, Evidence Summary (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/related_files/cer-205-predictors-trauma-care-evidence-summary.pdf
     April 01, 2018 - This is one of a series of reviews conducted for this purpose. … 3 The scope and Key Questions for this topic were initially developed by the Agency for Healthcare … variables (e.g., correlations or tests of differences in means) were excluded unless data were provided … records in a similar way, standard practice seems to be inclusion of data collected on transported … Another characteristic of the data in these registries is that it is usually collected prospectively

180. S5 (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/s5.pdf
     October 01, 2007 - This focus is equivalent to finding the balance between benefits and harms for health care services, … The author of this paper is responsible for its content. … in data produced by routine clinical practice to determine what works, for whom, when, and at what cost … purposes). … This symposium provided numerous and com- pelling ideas about data sources, study designs, and statistical