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1. Mollon B et al. 2009 "Features predicting the success of computerized decision support for prescribing: a systematic review of randomized controlled trials." | Digital Healthcare Research
   digital.ahrq.gov/health-it-tools-and-resources/workflow-assessment-health-it-toolkit/research/mollon-b-et-al-2009
   January 01, 2009 - Mollon B et al. 2009 "Features predicting the success of computerized decision support for prescribing … Features predicting the success of computerized decision support for prescribing: a systematic review … Statistical analysis of associations between system features and success of outcomes was planned. … A mean of 17 features per study were mentioned. … A mean of 17 features per study were mentioned."

2. Kawamoto K et al. 2005 "Improving clinical practice using clinical decision support systems: a systematic review of trials to identify features critical to success." | Digital Healthcare Research
   digital.ahrq.gov/health-it-tools-and-resources/workflow-assessment-health-it-toolkit/research/kawamoto-k-et-al-2005
   January 01, 2005 - clinical practice using clinical decision support systems: a systematic review of trials to identify features … clinical practice using clinical decision support systems: a systematic review of trials to identify features … [Link] Abstract "Objective: To identify features of clinical decision support systems critical … Multiple logistic regression analysis identified four features as independent predictors of improved … Of 32 systems possessing all four features, 30 (94%) significantly improved clinical practice.

3. Featured Sessions | Digital Healthcare Research
   digital.ahrq.gov/featured-sessions
   January 01, 2023 - This information is for reference purposes only. It was current when produced and may now be outdated. Archive material is no longer maintained, and some links may not work. Persons with disabilities having difficulty accessing this information should contact us at: https://digital.ahrq.gov/contact-us . Let us know th…

4. Effective Use of e-Prescribing in Physician Practices and Pharmacies - 2011 | Digital Healthcare Research
   digital.ahrq.gov/ahrq-funded-projects/effective-use-e-prescribing-physician-practices-and-pharmacies/annual-summary/2011
   January 01, 2011 - Further, even when the features are available, physician practices face barriers to implementing them … Features may be implemented at the practice level, but physicians may not choose to use them. … Project Objective: Explore how e-prescribing features are implemented and used by physicians and … pharmacies with a focus on selected features that have the potential to yield health care quality and … However, physician practices with e-prescribing face challenges using these features effectively.

5. Classification of diabetic retinopathy images using multi-class multiple-instance learning based on color correlogram features. | Digital Healthcare Research
   digital.ahrq.gov/ahrq-funded-projects/exploring-clinically-relevant-image-retrieval-diabetic-retinopathy-diagnosis/citation/classification
   January 01, 2023 - diabetic retinopathy images using multi-class multiple-instance learning based on color correlogram features … diabetic retinopathy images using multi-class multiple-instance learning based on color correlogram features

6. Features of virtual reality impact effectiveness of VR pain alleviation therapeutics in pediatric burn patients: A randomized clinical trial. | Digital Healthcare Research
   digital.ahrq.gov/ahrq-funded-projects/randomized-clinical-trial-smartphone-virtual-reality-pain-management-during/citation/features
   January 01, 2024 - Features of virtual reality impact effectiveness of VR pain alleviation therapeutics in pediatric burn … Features of virtual reality impact effectiveness of VR pain alleviation therapeutics in pediatric burn

7. The desktop, or the top of the desk? The relative usefulness of household features for personal health information management. | Digital Healthcare Research
   digital.ahrq.gov/ahrq-funded-projects/vizhome-context-based-health-information-needs-assessment-strategy/citation/desktop
   January 01, 2023 - The relative usefulness of household features for personal health information management. … The relative usefulness of household features for personal health information management.

8. Variability in adolescent portal privacy features: how the unique privacy needs of the adolescent patient create a complex decision-making process. | Digital Healthcare Research
   digital.ahrq.gov/ahrq-funded-projects/improving-healthcare-quality-user-centric-patient-portals/citation/variability
   January 01, 2023 - Variability in adolescent portal privacy features: how the unique privacy needs of the adolescent patient … Variability in adolescent portal privacy features: how the unique privacy needs of the adolescent patient

9. Effective Use of e-Prescribing in Physician Practices and Pharmacies - 2010 | Digital Healthcare Research
   digital.ahrq.gov/ahrq-funded-projects/effective-use-e-prescribing-physician-practices-and-pharmacies/annual-summary/2010
   January 01, 2010 - Limited research on the topic suggests that not all e-prescribing systems have the full range of features … Further, even when the features are available, physician practices face barriers to implementing them … Even when the features are implemented at the practice level, physicians may not use them. … Project Objective: Explore how e-prescribing features are implemented and used by physicians and … pharmacies with a focus on selected features that have the potential to yield health care quality and

10. 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 - derived from clinical documents, and a combination of all features. … The highest ROCAUC for the primary data was 0.659 for a model trained on clinical EHR data features … only, followed by all features (0.651), the bag-of-words model (0.611), and the BERT embeddings model … , 18 were vital sign-based features, and 3 were historical utilization patterns. … *p-value ≤ .05 Table 3: Summarizes NLP features associated with ED return.

11. Enabling Health Care Decisionmaking through the Use of Health Information Technology | Digital Healthcare Research
    digital.ahrq.gov/ahrq-funded-projects/enabling-health-care-decisionmaking-through-use-health-information-technology
    January 01, 2023 - As part of the literature review, the study team also looked at features that influence the success of … Identify what contextual factors and features influence the implementation and use of electronic knowledge … Fourteen CDSS/KMS features were evaluated for correlation with success of CDSSs/KMSs. … Six new success features were identified: 1) integration with charting or order-entry system; 2) promotion … Three features previously identified as having correlation with success were confirmed: 1) automatic

12. Enhancing Complex Care through an Integrated Care Coordination Information System - 2010 | Digital Healthcare Research
    digital.ahrq.gov/ahrq-funded-projects/enhancing-complex-care-through-integrated-care-coordination-information-system/annual-summary/2010
    January 01, 2010 - Activities: The team completed a joint analysis of transcribed interviews to determine which combination of features … Preferred system functions and features were divided into three groups: features to be added before the … trial start-date, features to be added during the trial, and features for future versions of the software … The features that were designated for development before the trial start-date were developed and implemented … System features include: notifications that alert providers to past emergency room visits and hospitalizations

13. vizHOME: A context-based health information needs assessment strategy - Final Report (pdf file)
    digital.ahrq.gov/sites/default/files/docs/citation/r01hs022548-ponto-final-report-2019.pdf
    January 01, 2019 - These lay participants tagged 52 unique features (compared to the 70 features tagged by the research … Twenty-one features tagged in SP2 were not tagged in SP3; while 3 features were tagged in SP3 that were … people identified similar features, but tended to identify fewer features per home. … sets of five rooms and identified the two most useful features in each room in the CAVE. … Room selection was based on the presence of these segmented features in them.

14. Task Decomposition | Digital Healthcare Research
    digital.ahrq.gov/health-it-tools-and-resources/evaluation-resources/workflow-assessment-health-it-toolkit/all-workflow-tools/task-decomposition
    January 01, 2023 - Description A task decomposition describes a particular task and then decomposes it to describe the task's features … To break down a task into its component features. How do I use this tool? 1.

15. Enabling Health Care Decisionmaking through the Use of Health Information Technology - 2010 | Digital Healthcare Research
    digital.ahrq.gov/ahrq-funded-projects/enabling-health-care-decisionmaking-through-use-health-information-technology/annual-summary/2010
    January 01, 2010 - Of the 14 CDSS features assessed in this review, the meta-analyses identified several new factors and … features that were correlated with the success of CDSS across all endpoints: integration with charting … Three previously identified successful features of CDSS were also confirmed. … Four features of CDSS that correlate with a successful impact of clinical decision support were newly … identified, and three previously identified features were confirmed.

16. Improving Electronic Health Records Patient Education Materials - 2011 | Digital Healthcare Research
    digital.ahrq.gov/ahrq-funded-projects/improving-electronic-health-records-patient-education-materials/annual-summary/2011
    January 01, 2011 - MGH is leading the review of current EHR patient education capabilities and features. … Abt team will inform EHR vendors and users of their findings on patient education capabilities and features … (Ongoing) Review current EHR patient education capabilities and features. … The project team has also executed the review of current patient education capabilities and features. … MGH completed the review of current EHR patient education capabilities and features.

17. Physicians' Experiences Using Commercial E-Prescribing Systems | Digital Healthcare Research
    digital.ahrq.gov/ahrq-funded-projects/physicians-experiences-using-commercial-e-prescribing-systems
    January 01, 2023 - used, external implementation challenges, and individual clinician preference about using particular features … It was noted that many of the systems being used did not have advanced features needed for additional … Even when systems did have advanced features, many physicians did not use them because of implementation … hurdles, or the perception that these advanced features did not add value.

18. Improving Electronic Health Records Patient Education Materials - 2012 | Digital Healthcare Research
    digital.ahrq.gov/ahrq-funded-projects/improving-electronic-health-records-patient-education-materials/annual-summary/2012
    January 01, 2012 - MGH is leading the review of current EHR patient education capabilities and features. … study team will inform EHR vendors and users of their findings on patient education capabilities and features … (Ongoing)  Review current EHR patient education capabilities and features. … and EHR vendors about the availability of the PEMAT and effective patient education capabilities and features … The report on the review of EHR patient education capabilities and features was completed, and recommendations

19. Zheng K et al. 2009 "An interface-driven analysis of user interactions with an electronic health records system." | Digital Healthcare Research
    digital.ahrq.gov/health-it-tools-and-resources/workflow-assessment-health-it-toolkit/research/zheng-k-et-al-2009
    January 01, 2009 - Measurements: Computer-recorded event sequences reflecting the order in which different EHR features … Results: Of 17 main EHR features provided in the system, SPA identified 3 bundled features: "Assessment … Clinicians often accessed these paired features in a bundle together in a continuous sequence. … It has a Web-based user interface and the following features: assessment and plan, retaking blood pressure

20. Patient Perceptions of Health Information Exchange and Implications for Successful Implementation (pdf file)
    digital.ahrq.gov/sites/default/files/docs/page/2006EmaniGarberFisher_052411comp.pdf
    June 16, 2021 - Understand the features and functionality of SAFE Health desired by patients:  Emailing providers  … considered inevitable LOSING PERSONAL TOUCH Patients reduced to a number in the health care system FEATURES … Limit administrative staff access LOG OF ACCESS All patients agreed that this was a good idea FEATURES … Characteristics of Focus Groups Overall Findings of Focus Groups: Perceptions and Concerns of Safe Health Features … and Functionality of Safe Health Features and Functionality of Safe Health (cont'd) Examples of