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121. Using Electronic Records to Detect and Learn from Ambulatory Diagnostic Errors - 2010 | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/using-electronic-records-detect-and-learn-ambulatory-diagnostic-errors/annual-summary/2010
     January 01, 2010 - To improve the triggers, a logistics regression model was used to test the additive PPV of integrating … electronic records were performed to determine the presence or absence of diagnostic errors related to test … detect, measure, and learn from diagnostic errors in diverse primary care settings. ( Achieved ) Test … whether a method of computerized tracking for abnormal test results that are potentially lost to followup … , published in the Archives of Internal Medicine, “ Timely follow-up of abnormal diagnostic imaging test

122. Thomas, Eric | Digital Healthcare Research
     digital.ahrq.gov/principal-investigator/thomas-eric
     January 01, 2023 - Care Unit (ICU) Monitoring Timely follow-up of abnormal diagnostic imaging test … Timely follow-up of abnormal diagnostic imaging test results in an outpatient setting: are electronic … Detect and Learn from Ambulatory Diagnostic Errors Notification of abnormal lab test … Notification of abnormal lab test results in an electronic medical record: do any safety concerns remain

123. Chronic Conditions | Digital Healthcare Research
     digital.ahrq.gov/medical-condition/chronic-conditions
     January 01, 2025 - Project Name LabGenie: A Patient-Engagement Tool to Aid Older Adults' Understanding of Lab Test Results … LabGenie: A Patient-Engagement Tool to Aid Older Adults' Understanding of Lab Test … Results Description The study will create, implement, and test a patient-centric web app to … support older adults with chronic conditions in comprehending, managing, and acting upon their lab test

124. Health Information Technology Hazard Manager - 2012 | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/health-information-technology-hazard-manager/annual-summary/2012
     January 01, 2012 - Beta test participants entered several hazards per week for 6 months. … They also entered hazard scenarios (vignettes) to test interrater differences. … Project Objectives: Design, build, and test the Hazard Manager software. … (Achieved) Beta test the Hazard Manager software in six to eight study sites. … (Achieved) Refine the ontology based on findings from the Beta test.

125. Factors Associated with Emergency Department Return Among COVID-19 Patients - Final Report (pdf file)
     digital.ahrq.gov/sites/default/files/docs/citation/r21hs028563-final-report-galarraga-2023.pdf
     January 01, 2023 - Use EHR data, including free-text notes with NLP, to train and test the models. … Train Test Train Test Train Test Mean 95% CI STD Mean 95% CI STD Mean 95% CI STD Mean 95% … F1 score was 0.254 and 0.322 for HS1 and HS2 test data, respectively. … PRAUC was 0.182 and 0.334 for HS1 and HS2 test data, respectively. … Table 10: Test performance of 9-day ED return model results on HS1 and HS2 test data Test data ROCAUC

126. Rose AF et al. 2005 "Using qualitative studies to improve the usability of an EMR." | Digital Healthcare Research
     digital.ahrq.gov/health-it-tools-and-resources/workflow-assessment-health-it-toolkit/research/rose-af-et-al-2005
     January 01, 2005 - It collects test results ordered by a physician and presents them from one centralized location." … Three test participants cited bigger default font sizes for letters to elderly patients and the ability … to import prior test results as desirable features. … Batch printing of patient letters was also common across test participant workflows, as not every user … "Our test participants wanted immediate access to information: 'If it's not on the screen, it better

127. Sponsored Health IT and Evidence-Based Prescribing Among Medical Residents | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/sponsored-health-it-and-evidence-based-prescribing-among-medical-residents
     January 01, 2023 - Residents completed a knowledge pre-test prior to watching videos. … The immediate post-test and 6-month post-test assessed knowledge, acceptability, and clinical attitudes … Six-month followup scores remained significantly higher than pre-test scores, indicating that knowledge

128. Effects of Health Information Exchange Adoption on Ambulatory Testing Rates - Final Report (pdf file)
     digital.ahrq.gov/sites/default/files/docs/publication/r21hs018749-nease-final-report-2013.pdf
     January 01, 2013 - whether adoption of a community-wide health information exchange was associated with a reduction in test … Department of Health and Human Services of a particular drug, device, test, treatment, or other clinical … There was good evidence that test utilization has reduced substantially within institutions (such as … (PCP) listed in the claim for the test; (4) if the PCP was not defined in the claims dataset, the test … Computerized display of past test results. Effect on outpatient testing.

129. Patient Portal | Digital Healthcare Research
     digital.ahrq.gov/technology/patient-portal
     January 01, 2025 - Project Name LabGenie: A Patient-Engagement Tool to Aid Older Adults' Understanding of Lab Test Results … LabGenie: A Patient-Engagement Tool to Aid Older Adults' Understanding of Lab Test … Results Description The study will create, implement, and test a patient-centric web app to … support older adults with chronic conditions in comprehending, managing, and acting upon their lab test

130. Core Measures TCNY AQA eQARR (pdf file)
     digital.ahrq.gov/sites/default/files/docs/resource/Mostashari_List_of_Measures_TCNY_AQA_eQARR_Crosswalk_1_30_08_Mostashari.pdf
     June 16, 2021 - Screening Test: The percentage of members who had a cholesterol screening test. … Lipid Profile: The percentage of diabetics who had a cholesterol test done over the past year. … Lipids Controlled: The percentage of diabetics who had a cholesterol test done over the past year … HbA1c Testing: The percentage of diabetics who received a Hemoglobin A1c (HbA1c) test within the … HIV Testing Patients 18-64 years of age with an HIV test result Prenatal HIV Screening (PCPI)

131. Patient Outcomes Reporting for Timely Assessments of Life with Depression: PORTAL-Depression - Final Report (pdf file)
     digital.ahrq.gov/sites/default/files/docs/citation/u18hs026151-laiteerapong-final-report-2022.pdf
     January 01, 2022 - For binary and categorical outcomes, a chi-square test or Fisher’s exact test and logistic regression … For continuous outcomes, a two-sample t-test or Wilcoxon rank-sum test and linear regression were utilized … Implementation of a Computerized Adaptive Test for Depression Screening in Primary Care. … Development of a computerized adaptive test for depression. … Validation of the Computerized Adaptive Test for Mental Health in Primary Care.

132. Developing a Guide to Identifying and Remediating Unintended Consequences of Implementing Health IT - 2011 | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/developing-guide-identifying-and-remediating-unintended-consequences/annual-summary/2011
     January 01, 2011 - called unintended consequences-that can be difficult to identify during a technical analysis or pilot test … preferences, participants served either as laboratory sites to help develop the guide or as pilot sites to test … (Achieved) Pilot test the guide at three additional sites to assess its usability and usefulness.

133. A Direct-to-Patient Alert for Glycated Hemoglobin Screening Using Prediction Modeling and Mobile Health (mHealth) | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/direct-patient-alert-glycated-hemoglobin-screening-using-prediction-modeling
     January 01, 2023 - Screening, diagnosis, and management of T2D may be done via hemoglobin A1c (HbA1c), a blood test that … This calculator was created using data on adult patients who have undergone a serum HbA1c test prior … intervention was evaluated by examining the number of individuals who responded to the text, had an HbA1c test … ordered, completed the test, and ultimately had an increased risk of diabetes (HbA1c greater than or … Overall, HbA1c tests were ordered on 40 patients, with 13 individuals completing the test and, of those

134. Integrated Delivery Network | Digital Healthcare Research
     digital.ahrq.gov/care-setting/integrated-delivery-network
     January 01, 2023 - Integrated Delivery Network Decision Making and Clinical Work of Test … This project applied a human factors-based framework to understand factors associated with missed test … results and found that health information technology is a key barrier to test followup.

135. Implementation and Evaluation of an Automated Email Notification System for Results of Tests Pending at Discharge - Final Report (pdf file)
     digital.ahrq.gov/sites/default/files/docs/publication/r21hs018229-dalal-final-report-2012.pdf
     January 01, 2012 - Forty-three percent of these test results were abnormal. … Table 1: Test results suppressed in system Test Type Test Results Suppressed Chemistry Arterial blood … excluded: 6 physician opted out 10 physician involved in study 0 no test result/test cancelled 15 … known about test or result. … “Test was not needed and was not ordered by me.”

136. Improving Laboratory Monitoring in Community Practices: A Randomized Trial - Final Report (pdf file)
     digital.ahrq.gov/sites/default/files/docs/citation/r18hs017201-simon-final-report-2012.pdf
     January 01, 2012 - In addition, the management of abnormal laboratory test results has emerged as an important issue for … results and the use of patient portals to communicate test results. … Measured at baseline the delays associated with managing laboratory test results in ambulatory … care physicians have a reliable method to ensure that abnormal test results receive the appropriate … Using a Patient Portal to Communicate Laboratory Test Results in Community Practices.

137. Automated Notification for Follow-Up Testing Recommendations Across Care Settings - Final Report (pdf file)
     digital.ahrq.gov/sites/default/files/docs/citation/r21hs022586-lacson-final-report-2017.pdf
     January 01, 2017 - physicians (PCP) on timely implementation of recommended follow-up procedures for two critical imaging test … Purpose The Joint Commission has emphasized the need for improved communication of critical test … We previously implemented an automated alert system, Alert Notification of Critical Test Results (ANCR … results.(4) Missed or delayed follow-up of abnormal test results leads to additional interventions … Unadjusted analysis was performed using chisquare test to assess the impact of the discharge modules

138. Information Requirements (pdf file)
     digital.ahrq.gov/sites/default/files/docs/resource/davidson.pdf
     June 16, 2021 - Test Line Number Varchar 10 No Laboratory Test Ordered Date Varchar 10 No Format: YYYY-MM-DD … Lab Test Identifier Varchar 60 No Laboratory Test Description Varchar 100 No … Order Number Test Order Line Number Order Date Lab Test Identifier Test Description Lab Test Coding … Laboratory Test Result Unit of Measure See above SQL UNITS Laboratory Test Result Data Type See … Test Result Data Type Same SQL as in MFHC VALUE_TYPE Lab Test Reference Range Same SQL as in

139. Family Medicine | Digital Healthcare Research
     digital.ahrq.gov/type-care/family-medicine
     January 01, 2023 - Principal Investigator(s) Phillips, Robert Decision Making and Clinical Work of Test … This project applied a human factors-based framework to understand factors associated with missed test … results and found that health information technology is a key barrier to test followup.

140. Appendix A to the Final Report Barriers to Meaningful Use in Medicaid: Analysis and Recommendations (pdf file)
     digital.ahrq.gov/sites/default/files/docs/publication/BarrierstoMeaningfulUseAppendixA.pdf
     January 01, 2010 - request, provide patients with an electronic copy of their health information (including diagnostic test … exchange key clinical information among providers and patient- authorized entities Perform at least one test … internal or external drug formulary for the entire reporting period Incorporate clinical laboratory test … results into EHRs as structured data More than 40% of clinical laboratory test results whose results … ) Submit electronic syndromic surveillance data to public health agencies Perform at least one test