Charlene R. Weir

Orcid: 0000-0002-8297-2860

Affiliations:
  • Department of Biomedical Informatics, School of Medicine, University of Utah, Salt Lake City, UT, USA


According to our database1, Charlene R. Weir authored at least 124 papers between 1998 and 2024.

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Bibliography

2024
Artificial intelligence predictive analytics in heart failure: results of the pilot phase of a pragmatic randomized clinical trial.
J. Am. Medical Informatics Assoc., 2024

Pneumonia diagnosis performance in the emergency department: a mixed-methods study about clinicians' experiences and exploration of individual differences and response to diagnostic performance feedback.
J. Am. Medical Informatics Assoc., 2024

2023
"Are we there yet?" Ten persistent hazards and inefficiencies with the use of medication administration technology from the perspective of practicing nurses.
J. Am. Medical Informatics Assoc., April, 2023

2022
Evaluation in Life Cycle of Information Technology (ELICIT) framework: Supporting the innovation life cycle from business case assessment to summative evaluation.
J. Biomed. Informatics, 2022

Computer clinical decision support that automates personalized clinical care: a challenging but needed healthcare delivery strategy.
J. Am. Medical Informatics Assoc., 2022

The potential for leveraging machine learning to filter medication alerts.
J. Am. Medical Informatics Assoc., 2022

Hidden Tensions in Designing Electronic Health Record Embedded Prompts for Pragmatic Clinical Trials for Weight Maintenance in Primary Care.
Proceedings of the AMIA 2022, 2022

Clinician perceptions of AI notifications and early system performance data from pilot phase of LINK-HF2 study.
Proceedings of the AMIA 2022, 2022

Shared Decision Making Tools Implemented in the EHR: A Scoping Review.
Proceedings of the AMIA 2022, 2022

2021
A systematic review of theoretical constructs in CDS literature.
BMC Medical Informatics Decis. Mak., 2021

Shedding Light on the Black Box: Explaining Deep Neural Network Prediction of Clinical Outcomes.
J. Medical Syst., 2021

Analysis of the cognitive demands of electronic health record use.
J. Biomed. Informatics, 2021

Feeling and thinking: can theories of human motivation explain how EHR design impacts clinician burnout?
J. Am. Medical Informatics Assoc., 2021

A retrospective look at the predictions and recommendations from the 2009 AMIA policy meeting: did we see EHR-related clinician burnout coming?
J. Am. Medical Informatics Assoc., 2021

Enabling a learning healthcare system with automated computer protocols that produce replicable and personalized clinician actions.
J. Am. Medical Informatics Assoc., 2021

A theory-based meta-regression of factors influencing clinical decision support adoption and implementation.
J. Am. Medical Informatics Assoc., 2021

Provider Preferences for Patient-Generated Health Data Displays in Pediatric Asthma: A Participatory Design Approach.
Appl. Clin. Inform., 2021

Accuracies of Training Labels and Machine Learning Models: Experiments on Delirium and Simulated Data.
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021

AI Assisted Mobile Triage App: Assessment of Time to Decide, Choice of Course of Action, Confidence Level, and Perceived Usability.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

Challenges and Solutions to Promoting Evaluation Practices in Software Development Process within an Academic Medical Center.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

Adapting EHRs to Support Ongoing Provider Diagnostic Calibration.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020
Impact of integrated graphical display on expert and novice diagnostic performance in critical care.
J. Am. Medical Informatics Assoc., 2020

Integrated displays to improve chronic disease management in ambulatory care: A SMART on FHIR application informed by mixed-methods user testing.
J. Am. Medical Informatics Assoc., 2020

Toward Optimized Clinical Decision Support: A Theory-Based Approach.
Proceedings of the 8th IEEE International Conference on Healthcare Informatics, 2020

Can the UTAUT Model Characterize Clinical Decision Support?
Proceedings of the AMIA 2020, 2020

2019
Development of a cardiac-centered frailty ontology.
J. Biomed. Semant., 2019

CDS in a Learning Health Care System: Identifying Physicians' Reasons for Rejection of Best-Practice Recommendations in Pneumonia through Computerized Clinical Decision Support.
Appl. Clin. Inform., 2019

Refinement of Underutilized Health Technology Tools Through Usability Studies.
Proceedings of the AMIA 2019, 2019

Balancing Functionality versus Portability for SMART on FHIR Applications: Case Study for a Neonatal Bilirubin Management Application.
Proceedings of the AMIA 2019, 2019

2018
Incorporating Guideline Adherence and Practice Implementation Issues into the Design of Decision Support for Beta-Blocker Titration for Heart Failure.
Appl. Clin. Inform., 2018


When an Alert is Not an Alert: A Pilot Study to Characterize Behavior and Cognition Associated with Medication Alerts.
Proceedings of the AMIA 2018, 2018

Integration of Clinical Decision Support and Electronic Clinical Quality Measurement: Domain Expert Insights and Implications for Future Direction.
Proceedings of the AMIA 2018, 2018


Timing is Everything: Information Sequencing in the Design of Computerized Decision Support for Pneumonia.
Proceedings of the AMIA 2018, 2018

A Way Forward: Addressing Delays in Sepsis Recognition and Treatment.
Proceedings of the AMIA 2018, 2018

Understanding Primary Care Providers' Information Gathering Strategies in the Care of Children and Youth with Special Health Care Needs.
Proceedings of the AMIA 2018, 2018

2017
Physician activity during outpatient visits and subjective workload.
J. Biomed. Informatics, 2017

Information needs of physicians, care coordinators, and families to support care coordination of children and youth with special health care needs (CYSHCN).
J. Am. Medical Informatics Assoc., 2017

The pharmacist and the EHR.
J. Am. Medical Informatics Assoc., 2017

Predicting Adverse Outcomes in Heart Failure Patients Using Different Frailty Status Measures.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

Information Exchange Between Providers During Transitions of Surgical Care: Communication, Documentation and Sometimes Both.
Proceedings of the Building Capacity for Health Informatics in the Future, 2017

Approaching the Design of an Information Display to Support Critical Care.
Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017

Structured Information Displays for the Comparison of Clinical Trials.
Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017

How to Teach Health IT Evaluation: Recommendations for Health IT Evaluation Courses.
Proceedings of the German Medical Data Sciences: Visions and Bridges, 2017

What are they trying to do?: An analysis of Action Identities in using electronic documentation in an EHR.
Proceedings of the AMIA 2017, 2017

Physician Information Needs in Managing Delirium.
Proceedings of the AMIA 2017, 2017

Do They Talk About Risk? An exploratory study for developing tools to prevent delirium in older hospitalized patients.
Proceedings of the AMIA 2017, 2017

Innovation in Workflow Methods for Consumer Health Informatics.
Proceedings of the AMIA 2017, 2017

The Relationship between "Reason for Exam", Radiologist' Perceived Unexpected Effort, and the Time to Complete Interpretation.
Proceedings of the AMIA 2017, 2017

SMART on FHIR Apps from the University of Utah Interoperable Apps and Services (IAPPS) Initiative: Extending the EHR to Optimize Patient Care.
Proceedings of the AMIA 2017, 2017

Physician Conception of Patient Frailty in Cardiac Care Decisions.
Proceedings of the AMIA 2017, 2017

Barriers to Prompting Beta Blocker Titration in Heart Failure at the Point of Care.
Proceedings of the AMIA 2017, 2017

2016
Formative evaluation of a patient-specific clinical knowledge summarization tool.
Int. J. Medical Informatics, 2016

Feasibility of population health analytics and data visualization for decision support in the infectious diseases domain.
Appl. Clin. Inform., 2016

Differentiating Sense through Semantic Interaction Data.
Proceedings of the AMIA 2016, 2016

Mental Status Documentation: Information Quality and Data Processes.
Proceedings of the AMIA 2016, 2016

Informatics to Transform Med Wreck to Medication Reconciliation.
Proceedings of the AMIA 2016, 2016

Why aren't they happy? An analysis of end user-satisfaction with Clinical Information Systems.
Proceedings of the AMIA 2016, 2016

Structured Information Displays for the Comparison of Clinical Trials.
Proceedings of the AMIA 2016, 2016

Adapting Nielsen's Design Heuristics to Dual Processing for Clinical Decision Support.
Proceedings of the AMIA 2016, 2016

Tracking Risk of Acute Mental Status Change in VA Hospitals.
Proceedings of the AMIA 2016, 2016

Identification and Use of Frailty Indicators from Text to Examine Associations with Clinical Outcomes Among Patients with Heart Failure.
Proceedings of the AMIA 2016, 2016

Information Needs of Physicians, Care Coordinators, and Families to Support Care Coordination of Children with Special Health Care Needs (CSHCN).
Proceedings of the AMIA 2016, 2016

VA's New Electronic Health Management Platform (eHMP): Novel Features for Activity Management and Notifications.
Proceedings of the AMIA 2016, 2016

Development and Validation of an Electronic Health Record (EHR)-Based Risk Stratification Rule for Inpatient Delirium.
Proceedings of the AMIA 2016, 2016

Foraging for Information in the EHR: The Search for Adherence Related Information by Mental Health Clinicians.
Proceedings of the AMIA 2016, 2016

2015
Requirements for a Proposed Distributed Attention System for Supporting Awareness of Omissions in Healthcare.
Res. Comput. Sci., 2015

A qualitative evaluation of the crucial attributes of contextual Information necessary in EHR design to support patient-centered medical home care.
BMC Medical Informatics Decis. Mak., 2015

Understanding complex clinical reasoning in infectious diseases for improving clinical decision support design.
BMC Medical Informatics Decis. Mak., 2015

Report of the AMIA EHR-2020 Task Force on the status and future direction of EHRs.
J. Am. Medical Informatics Assoc., 2015

Identifying Documentation of Delirium in Clinical Notes through Topic Modeling.
Proceedings of the 2015 International Conference on Healthcare Informatics, 2015


Lost in the Fog: Information Needs in the Care of Patients with Delirium.
Proceedings of the AMIA 2015, 2015

Alternative Information Display of Clinical Research to Support Clinical Decision Making: A Formative Evaluation.
Proceedings of the AMIA 2015, 2015

Development of a Methodological Protocol for Observing Pharmacist Information Needs While Using the EHR.
Proceedings of the AMIA 2015, 2015

Reading and Writing: Qualitative Analysis of Pharmacists' Use of the EHR when Preparing for Team Rounds.
Proceedings of the AMIA 2015, 2015


Representation of Functional Status Concepts from Clinical Documents and Social Media Sources by Standard Terminologies.
Proceedings of the AMIA 2015, 2015

POETenceph - Automatic identification of clinical notes indicating encephalopathy using a realist ontology.
Proceedings of the AMIA 2015, 2015


2014
Text summarization in the biomedical domain: A systematic review of recent research.
J. Biomed. Informatics, 2014

Comparing Narrative versus Numerical Display of Functional Information: Impact on Sense-Making.
Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014

Revisiting Heuristic Evaluation Methods to Improve the Reliability of Findings.
Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014

Heuristics in Managing Complex Clinical Decision Tasks in Experts' Decision Making.
Proceedings of the 2014 IEEE International Conference on Healthcare Informatics, 2014

Considerations of Dual Process Theories for EHR Design.
Proceedings of the AMIA 2014, 2014

Concordance of Electronic Health Record (EHR) Data Describing Delirium at a VA Hospital.
Proceedings of the AMIA 2014, 2014

Gathering Information for Situation Models of Syndrome Identification.
Proceedings of the AMIA 2014, 2014

2013
Automatically extracting sentences from Medline citations to support clinicians' information needs.
J. Am. Medical Informatics Assoc., 2013

Research and applications: Computerized provider documentation: findings and implications of a multisite study of clinicians and administrators.
J. Am. Medical Informatics Assoc., 2013

Evaluation of the effect of information integration in displays for ICU nurses on situation awareness and task completion time: A prospective randomized controlled study.
Int. J. Medical Informatics, 2013

Automatic Identification of Comparative Effectiveness Research from Medline Citations to Support Clinicians' Treatment Information Needs.
Proceedings of the MEDINFO 2013, 2013

Support For Contextual Control In Primary Care: A Qualitative Analysis.
Proceedings of the AMIA 2013, 2013

Measuring the Impact of EHR's on Clinicians' Cognitive Processes.
Proceedings of the AMIA 2013, 2013

Integrating Information Objects and Annotations in the Notional DoD-VA iEHR User Experience: Results from a randomized controlled trial on efficiency and accuracy of problem assessment and intervention specification.
Proceedings of the AMIA 2013, 2013

Understanding Adoption of a Personal Health Record in Rural Health Care Clinics: Revealing Barriers and Facilitators of Adoption including Attributions about Potential Patient Portal Users and Self-reported Characteristics of Early Adopting Users.
Proceedings of the AMIA 2013, 2013

2012
Intensive care unit nurses' information needs and recommendations for integrated displays to improve nurses' situation awareness.
J. Am. Medical Informatics Assoc., 2012

Automated extraction of ejection fraction for quality measurement using regular expressions in Unstructured Information Management Architecture (UIMA) for heart failure.
J. Am. Medical Informatics Assoc., 2012

Reviewing the impact of computerized provider order entry on clinical outcomes: The quality of systematic reviews.
Int. J. Medical Informatics, 2012

Characterizing "information transfer" by using a Joint Cognitive Systems model to improve continuity of care in the aged.
Int. J. Medical Informatics, 2012

A Taxonomy for Contextual Information in Electronic Health Records.
Proceedings of the Nursing Informatics 2014 - East Meets West eSMART+, 2012

The Orderly and Effective Visit: Impact of the Electronic Health Record on Modes of Cognitive Control.
Proceedings of the AMIA 2012, 2012

Investigating Nursing Handoffs with Automated Topic Identification.
Proceedings of the AMIA 2012, 2012

The Relationship Between Structural Characteristics of Electronic Clinical Texts and Ratings of Document Quality.
Proceedings of the AMIA 2012, 2012

Computerized Provider Documentation: Impact and Implications for Healthcare Practice, Quality, and Research in the Meaningful Use Era.
Proceedings of the AMIA 2012, 2012

Measuring Patient Preferences for the Primary Care Referral Process.
Proceedings of the AMIA 2012, 2012

Integrating Qualitative Analysis with Automated Topic Identification.
Proceedings of the AMIA 2012, 2012

2011
The role of information technology in translating educational interventions into practice: an analysis using the PRECEDE/PROCEED model.
J. Am. Medical Informatics Assoc., 2011

An exploration of the impact of computerized patient documentation on clinical collaboration.
Int. J. Medical Informatics, 2011

Preliminary Validation of a Method to Measure Information Value in Clinical Documentation.
Proceedings of the 44th Hawaii International International Conference on Systems Science (HICSS-44 2011), 2011

2009
The state of the evidence for computerized provider order entry: A systematic review and analysis of the quality of the literature.
Int. J. Medical Informatics, 2009

2008
Clinicians' perceptions about use of computerized protocols: A multicenter study.
Int. J. Medical Informatics, 2008

2007
Research Paper: A Cognitive Task Analysis of Information Management Strategies in a Computerized Provider Order Entry Environment.
J. Am. Medical Informatics Assoc., 2007

Mapping Clinicians' Perceptions about Computerized Protocol Use to an IT Implementation Framework.
Proceedings of the MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics, 2007

Critical Issues in an Electronic Documentation System.
Proceedings of the AMIA 2007, 2007

2003
Cognitive Evaluation of the Predictors of Use of Computerized Protocols by Clinicians.
Proceedings of the AMIA 2003, 2003

Critical Gaps in the World's Largest Electronic Medical Record: Ad Hoc Nursing Narratives and Invisible Adverse Drug Events.
Proceedings of the AMIA 2003, 2003

2002
Developing a Taxonomy for Research in Adverse Drug Events: Potholes and Signposts.
J. Am. Medical Informatics Assoc., 2002

2000
Assessing the implementation process.
Proceedings of the AMIA 2000, 2000

Does user satisfaction relate to adoption behavior?: an exploratory analysis using CPRS implementation.
Proceedings of the AMIA 2000, 2000

Computer needs assessment based on nursing tasks.
Proceedings of the AMIA 2000, 2000

Electronic Consult Implementation at the SLC VHA.
Proceedings of the AMIA 2000, 2000

1998
The Need for a Thoughtful Deployment Strategy: Evaluating Clinicians' Perceptions of Critical Deployment Issues.
Proceedings of the MEDINFO '98, 1998

Linking information needs with evaluation: the role of task identification.
Proceedings of the AMIA 1998, 1998


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