DOI: 10.1055/s-00035026

Applied Clinical Informatics

Issue 04 · Volume 16 · August 2025 DOI: 10.1055/s-015-62080

Research Article

736
Hudkins, Matthew; Gold, Jeffrey A.; Corby, Sky; Ash, Joan; Mohan, Vishnu: Exploring Provider Perceptions and Attitudes toward Copy–Paste and Copy–Forward in Clinical Documentation
Supplementary Material Supplementary Material

Special Topic on Reducing Technology-Related Stress and Burnout

747
Proctor, Stephon; Lawton, Greg; Sinha, Shikha: An AI-Powered Strategy for Managing Patient Messaging Load and Reducing Burnout

Research Article

753
Stenum, Jan; Stewart, Eric; Young, Daniel L.; Collector, Ioannis; Funk, Karli; Vincent, Lydia; Colantuoni, Elizabeth; Hoyer, Erik H.: From Steps to Mobility Levels: Validating a Consumer-Grade Activity Monitor for Automated Recording of Patient Mobility in Hospitals
760
Elkefi, Safa; Martinez, Tiffany R.; Nadel, Talia; Schoenthaler, Antoinette M.; Mann, Devin M.; Blecker, Saul: Lessons Learned from the Usability Assessment of an EHR-Based Tool to Support Adherence to Antihypertensive Medications
Supplementary Material
769
Chung, Ho Sub; Namgung, Myeong; Bae, Sung Jin; Choi, Yunhyung; Lee, Dong Hoon; Kim, Chan Woong; Kim, Sunho; Jung, Kwang Yul: Mobile Admission Process and Administrative Turnaround Time for Hospitalization of Outpatients: A Retrospective Study
Open Access
Supplementary Material

Special Issue on CDS Failures

777
Newton, Nicki; Bamgboje-Ayodele, Adeola; Forsyth, Rowena; Bruce, Lenert; McPhail, Steven M.; Shaw, Tim; Naicker, Sundresan; Tariq, Amina; Baysari, Melissa T.: Opportunities and Challenges Associated with the Pilot Implementation of Clinical Decision Support Systems in a Rural Hospital: A Qualitative Study
Open Access
Supplementary Material

Research Article

786
Yang, Lydia J.; Kuhn, Molly; Blum, James M.; Pouw, Andrew E.: Optimizing Documentation Integrity of Ophthalmic Diagnostic Test Interpretation through Electronic Health Record Clinical Decision Support

Special Topic on Reducing Technology-Related Stress and Burnout

796
Will, John; Jacques, Deborah; Dauterman, Denise; Torres, Rachelle; Doty, Glenn; O'Brien, Kerry; Groom, Lisa: Improving Nurse Documentation Time via an Electronic Health Record Documentation Efficiency Tool

Special Issue on CDS Failures

804
Ridgeway, Jennifer L.; Pachman, Deirdre R.; Rutten, Lila J. Finney; Griffin, Joan M.; Minteer, Sarah A.; Austin, Jessica D.; Chlan, Linda L.; Tofthagen, Cindy; Tobin, Kyle A.; Grzegorcyzk, Veronica; Rahman, Parvez; Ruddy, Kathryn J.; Cheville, Andrea L.: A Mixed-Method Case Study to Evaluate Adoption of Clinical Decision Support for Cancer Symptom Management
Supplementary Material
816
Vundavalli, Shravani; Chandawarkar, Aarti; Beck, Kristen; Decker, Emily; Bester, Stefanie; Chaparro, Juan D.; Taxter, Alysha J.: Suicidality Screening: Ensuring Providers Do Not Miss Adolescents at High Risk through Clinical Decision Support
Supplementary Material

Review Article

825
Almohaya, Thamer A.; Batchelor, James; Arruda, Edilson: Effectiveness of Mathematical and Simulation Models for Improving Quality of Care in Emergency Departments: A Systematic Literature Review

Research Article

838
Lee, Rachel Y.; Cato, Kenrick D.; Dykes, Patricia C.; Lowenthal, Graham; Jia, Haomiao; Daramola, Temiloluwa; Rossetti, Sarah C.: Evaluating Equity in Usage and Effectiveness of the CONCERN Early Warning System

Special Issue on CDS Failures

848
Knake, Lindsey A.; Kettelkamp, Joshua M.; Bronson, Alison; Meyer, Nathan; Hacker, Kenneth; Blum, James M.: Transitioning Ineffective Medications on Hold Alert from Interruptive to Noninterruptive Alert to Decrease Alert Burden
Supplementary Material

Research Article

855
Dahl, Megan; Thompson, Sarah; Chih, Jerry; Kandaswamy, Swaminathan; Orenstein, Evan; Long, Justin B.: Clinical Decision Support Enhanced by User Acceptance Testing to Promote Situational Awareness for Pediatric Patients with a Difficult Airway
Supplementary Material
863
Al Wahsh, EzzAddin; Juskewitch, Justin; Eichenlaub, Carol; Holbrook, Courtney; Caraballo, Pedro J.: A Systematic Approach to Screen, Identify, and Correct Malfunctioning Interruptive Alerts
Open Access

Brief Scientific Communication

872
Wright, Donald S.; Kanaparthy, Naga S.; Melnick, Edward R.; Levy, Deborah R.; Huot, Stephen J.; Hsiao, Allen; Schwamm, Lee H.; Ong, Shawn Y.: The Effect of Ambient Artificial Intelligence Scribes on Trainee Documentation Burden
Supplementary Material

Special Issue on CDS Failures

879
Co, Zoe; Bates, David W.; Cole, Jessica M.; Ratwani, Raj; Classen, David C.: Assessing Medication CDS Usability: Pilot Results from 10 Outpatient Clinics
Supplementary Material Supplementary Material

Review Article

892
Bautista, John Robert; Herbert, Drew; Farmer, Matthew; De Torres, Ryan Q.; Soriano, Gil P.; Ronquillo, Charlene E.: Health Consumers' Use and Perceptions of Health Information from Generative Artificial Intelligence Chatbots: A Scoping Review
Supplementary Material

Special Issue on CDS Failures

903
Byrd, Thomas F.; Mattson, Molly; Polt, Mary; Pint, Katie; Dimitrov, Kiril; Willis, Angelica; Lister, Julia; Beacom, Evan; Tignanelli, Chris: Implementation of Passive Deterioration Index Alerts in an Intermediate Care Unit: A Failed Early Warning System Strategy
Supplementary Material

Review Article

911
Chu, Charlene H.; Siganevich, Yana; Donato-Woodger, Simon; Nguyen, Michelle; Zavalunov, Rebecca; Wang, Jacquelyn; Beekhoo, Zoraida; Ronquillo, Charlene E.; Ibrahim, Sarah; Flaming, Don; Green, Nadia; Maillet, Eric: Teaching Informatics Competencies within Nursing Education: A Scoping Review of Teaching Strategies
Supplementary Material

Research Article

930
Afzal, Nida; Nguyen, Amy D.; Lau, Annie: Real-World Challenges of Using Assisted Living Technologies across Different Australian Aged Care Settings: A Qualitative Study of User Experiences
Supplementary Material

Case Report

943
Chakravartty, Eesha; Silberlust, Jared; Blecker, Saul B.; Zhao, Yunan; Alendy, Fariza; Menzer, Heather; Ahmed, Aamina; Jones, Simon; Ferrauiola, Meg; Austrian, Jonathan: Clinical Decision Support Leveraging Health Information Exchange Improves Concordance with Patients' Resuscitation Orders and End-of-Life Wishes

Research Article

951
Galvin, Hannah K.; Coughlin, Jeff; Sharko, Marianne; Grando, Maria A.; Jafari, Mohammad; Mack, Serena; English, Abigail; Petersen, Carolyn: Patient-Driven Sharing of Health Information: A National Effort to Advance Equitable Interoperability
961
Michel, Jeremy J.; Karavite, Dean; White, Daniel; Mudenge, Nadège; Dawson-Hahn, Elizabeth; Yun, Katherine: Development and Evaluation of Clinical Decision Support for Immigrant Child Health Screening in Primary Care
Supplementary Material Supplementary Material

Review Article

974
Alshammari, Salamah; Alsubaie, Munirah; Figeys, Mathieu; Ríos Rincón, Adriana; Ezeugwu, Victor; Esmail, Shaniff; Daum, Christine; Liu, Lili; Miguel Cruz, Antonio: Analyzing Mobility Indicators Using Machine Learning to Detect Mild Cognitive Impairment: A Systematic Scoping Review
Supplementary Material

Case Report

988
Schildt, Emily E.; Sutton, Paul R.; Lees, Andrew F.; Ahmad, Hasan B.; Lee, Albert C.; Leu, Michael G.; Wedgeworth, Patrick; White, Andrew A.: Sisyphus' Alert: The Uphill Struggle to Improve Venous Thromboembolism Prophylaxis Clinical Decision Support
Supplementary Material

Research Article

995
Baldwin-Medsker, Abigail E.; Chimonas, Susan; Goyal, Suryan P.; Watson, Adam J.; Damstrom, Maclain R.; Kuperman, Gilad J.; Traina, Tiffany; Roman, Benjamin R.; Stetson, Peter D.; Lipitz-Snyderman, Allison: Ambient Artificial Intelligence Scribes in Oncology: Adoption, Feasibility, Acceptability, and Appropriateness
Supplementary Material

Special Issue on CDS Failures

1005
Potashner, Renee; Yan, Adam P.: Improving Discrete Documentation of Cancer Staging—An Alert-Free Approach
1014
Christensen, Matthew A.; Reale, Carrie; Anders, Shilo; Coffman, Tim; Alaw, Hala; Mathe, Janos L.; Albert, Dan; Sachs, Anna; McCoy, Allison B.; Liu, Dandan; Storrow, Alan B.; Kripalani, Sunil; Novak, Laurie L.: “I worry we'll blow right by it:” Barriers to Uptake of the STRATIFY-CDS for Acute Heart Failure
Supplementary Material
1024
Guzman-Karlsson, Mikael C.; Hess, Lauren M.; Jeppesen, Amy L.; Fortunov, Regine M.: Redesigning Clinical Decision Support for Retinopathy of Prematurity Screening After Alert Failure

Special Topic on Reducing Technology-Related Stress and Burnout

1031
Tawfik, Daniel; Sebok-Syer, Stefanie S.; Bragdon, Cassandra; Brown-Johnson, Cati; Winget, Marcy; Bayati, Mohsen; Shanafelt, Tait; Profit, Jochen: Qualitative Verification of Machine Learning-Based Burnout Predictors in Primary Care Physicians: An Exploratory Study
Open Access
Supplementary Material
1041
Shin, H. Stella; Williams, Herb; Braykov, Nikolay; Jahan, Afrin; Meller, Jeremy; Orenstein, Evan W.: The Influence of Artificial Intelligence Scribes on Clinician Experience and Efficiency among Pediatric Subspecialists: A Rapid, Randomized Quality Improvement Trial

Special Issue on CDS Failures

1053
Kandaswamy, Swaminathan; Jain, Shabnam; Chambers, Dwight Diaz; Wilcox, William R.; Agha, Beesan S.; Dennis, Hailey; Brown, Sara P.; Orenstein, Evan W.: Clinical Decision Support Aiming to Accelerate Triage and Time to Dextrose-Containing IV Fluids in the ED for Children with Severe Metabolic Conditions
Supplementary Material

Special Topic on CDS Failures

1060
Akbashev, Mikhail Y.; Utz, Alyssa; Anjum, Phillip; Watkins, Stacey; Mattaliano, Michael; Patel, Palak; Vigliotti, Debbie; Schenker, Mara L.; Adhyaru, Bhavin B.: Evolution of an Electronic Health Record-Based Alert to Optimize Venous Thromboembolism Prophylaxis

Special Issue on CDS Failures

1067
Iscoe, Mark S.; Hooper, Carolina Diniz; Levy, Deborah R.; Lutz, John; Paek, Hyung; Rose, Christian; Kannampallil, Thomas; Meeker, Daniella; Dziura, James D.; Melnick, Edward R.: A Measurement Science Framework to Optimize CDS for Opioid Use Disorder Treatment in the ED
Open Access

Research Article

1077
Sucaldito, Ma Sergia Fatima; Malhotra, Rahul; Palileo-Villanueva, Lia; Besa, John Jefferson; Echague, Precious Angelica; Saquilayan, Mary John; Banzuela, Jessa Mae; Mendoza, Kian; Elepaño, Anton; Yan, Lijing L.; Østbye, Truls: Challenges and Opportunities for Health Information Systems in Primary Care Clinics: A Mixed-Method Study among Health Workers in Manila, Philippines
Supplementary Material Supplementary Material
1086
Nadelmann, Julia; Patel, Milin; Lane, Sarah; Hammock, James; Stark, Allison; Jariwala, Sunit P.: Evaluating Cost Savings Associated with a Patient-Facing Asthma Mobile Health Intervention

Special Issue on CDS Failures

1095
Plattner, Alexander S.; Lockowitz, Christine R.; Same, Rebecca G.; Abdelnour, Monica; Chin, Samuel; Cormier, Matthew J.; Daugherty, Megan S.; Grier, Alexandra E.; Hampton, Nicholas B.; Hofford, Mackenzie R.; Mehta, Sarah S.; Newland, Jason G.; O'Bryan, Kevin S.; Sattler, Matthew M.; Shah, Mehr Z.; Starnes, G Lucas; Yuenger, Valerie; Ellis, Alysa G.; Facer, Evan E.: A Rash Decision: Implementing an EHR-Integrated Penicillin Allergy Delabeling Protocol without Adequate Clinician Support

Research Article

1146
Albashayreh, Alaa; Zeinali, Nahid; Gusen, Nanle Joseph; Ji, Yuwen; Gilbertson-White, Stephanie: An Informatics Approach to Characterizing Rarely Documented Clinical Information in Electronic Health Records: Spiritual Care as an Exemplar
Supplementary Material

Case Report

1114
Silberlust, Jared; Small, William; Shah, Darhsi; Chakravartty, Eesha; Moawad, Katherine; Moawad, Andrew; Testa, Paul; Feldman, Jonah: Disappearing Text as a Clinical Decision Support Layer: A Case Series

Research Article

1136
Bastola, Noah D.; Tcheng, James E.; Schlossman, David M.; Windle, John R.: Framework for Improving Patient Safety: Reference Model for FHIR-Enabled, Patient-Centric Home Medication List Management and Medication Reconciliation
Open Access
Supplementary Material
1157
Kampman, Haleigh; Ben-Assuli, Ofir; Vest, Joshua: Modeling Patients' Progression through Health-Related Social Needs
Supplementary Material
1104
Ozkaynak, Mustafa; Cook, Paul F.; Sarabia, Cristian; Daley, Trystn; Yu, Amy; Mistry, Rakesh D.; Schmidt, Sarah K.: Clinical Decision-Making and Use of Clinical Decision Support When Clinicians are Fatigued in an Emergency Department: A Qualitative Study
Supplementary Material

Special Topic on Reducing-Technology Related Stress and Burnout

1121
Hassan, Hadeel; Zipursky, Amy R.; Rabbani, Naveed; You, Jacqueline G.; Tse, Gabe; Orenstein, Evan; Ray, Mondira; Parsons, Chase; Shin, Stella; Lawton, Gregory; Jessa, Karim; Sung, Lillian; Yan, Adam P.: Clinical Implementation of Artificial Intelligence Scribes in Health Care: A Systematic Review
Supplementary Material