Jeffrey Allen Gold

dblp:184/1168 · DBLP profile ↗
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11ranked-venue papers
0as first author
5since 2021 · last 2026
0000-0001-6683-9907ORCID · reported

Domains — the database's venue-derived domains; a paper can count in several

Applied, interdisciplinary, general and emerging computing · 11 · 5 since 2021
YearPublicationVenuePosition
2026 Ethical considerations for clinical adoption of ambient digital scribe technology
abstract
BACKGROUND AND SIGNIFICANCE: Ambient digital scribe (ADS) platforms, which combine ambient speech recognition and large language models to generate clinical documentation, are currently undergoing rapid clinical adoption. Early data suggest that ADS utilization may reduce documentation burden and improve provider efficiency; however, the ethical implications of this largely unregulated technology remain relatively unexamined. FINDINGS: In this article, we identify and explore 4 key ethical issues surrounding ADS technology-safety, bias, data ownership, and justice-from a range of stakeholder perspectives. We provide an overview of current international regulatory policies, highlighting the need for standardized evaluation and reporting guidelines. RECOMMENDATIONS: Drawing on established ethical frameworks, we propose actionable recommendations for safe and equitable ADS implementation, including standardized evaluation metrics, regulatory oversight, and safeguards at institutional and end-user levels. CONCLUSION: Ensuring the ethical implementation of ADS technology is essential for actualizing its potential benefits while upholding foundational principles of safety, equity, and transparency in clinical practice.
Taylor N. Anderson, Vishnu Mohan, Jeffrey Allen Gold
J. Am. Medical Informatics Assoc.3
2022 Translating ethnographic data into knowledge, skills, and attitude statements for medical scribes: a modified Delphi approach
abstract
OBJECTIVE: While the use of medical scribes is rapidly increasing, there are not widely accepted standards for their training and duties. Because they use electronic health record systems to support providers, inadequately trained scribes can increase patient safety related risks. This paper describes the development of desired core knowledge, skills, and attitudes (KSAs) for scribes that provide the curricular framework for standardized scribe training. MATERIALS AND METHODS: A research team used a sequential mixed qualitative methods approach. First, a rapid ethnographic study of scribe activities was performed at 5 varied health care organizations in the United States to gather qualitative data about knowledge, skills, and attitudes. The team's analysis generated preliminary KSA related themes, which were further refined during a consensus conference of subject-matter experts. This was followed by a modified Delphi study to finalize the KSA lists. RESULTS: The team identified 90 descriptions of scribe-related KSAs and subsequently refined, categorized, and prioritized them for training development purposes. Three lists were ultimately defined as: (1) Hands-On Learning KSA list with 47 items amenable to simulation training, (2) Didactic KSA list consisting of 32 items appropriate for didactic lecture teaching, and (3) Prerequisite KSA list consisting of 11 items centered around items scribes should learn prior to being hired or soon after being hired. CONCLUSION: We utilized a sequential mixed qualitative methodology to successfully develop lists of core medical scribe KSAs, which can be incorporated into scribe training programs.
Sky M. Corby, Joan S. Ash, Keaton Whittaker, Vishnu Mohan, Nicholas Solberg, James Becton, Robby Bergstrom, Benjamin Orwoll, Christopher Hoekstra, Jeffrey Allen Gold
J. Am. Medical Informatics Assoc.10
2021 Chart Completion Time of Attending Physicians While Using Medical Scribes
Sarah T. Florig, Sky M. Corby, Nicholas T. Rosson, Tanuj Devara, Nicole Gray Weiskopf, Jeffrey Allen Gold, Vishnu Mohan
AMIA6
2021 Comparing Scribed and Non-scribed Outpatient Progress Notes
Adam Rule, Sarah T. Florig, Steven Bedrick, Vishnu Mohan, Jeffrey Allen Gold, Michelle R. Hribar
AMIA5
2021 Safe use of the EHR by medical scribes: a qualitative study
abstract
OBJECTIVE: Hiring medical scribes to document in the electronic health record (EHR) on behalf of providers could pose patient safety risks because scribes often have no clinical training. The aim of this study was to investigate the effect of scribes on patient safety. This included identification of best practices to assure that scribe use of the EHR is not a patient safety risk. MATERIALS AND METHODS: Using a sociotechnical framework and the Rapid Assessment Process, we conducted ethnographic data gathering at 5 purposively selected sites. Data were analyzed using a grounded inductive/hermeneutic approach. RESULTS: We conducted site visits at 12 clinics and emergency departments within 5 organizations in the US between 2017 and 2019. We did 76 interviews with 81 people and spent 80 person-hours observing scribes working with providers. Interviewees believe and observations indicate that scribes decrease patient safety risks. Analysis of the data yielded 12 themes within a 4-dimension sociotechnical framework. Results about the "technical" dimension indicated that the EHR is not considered overly problematic by either scribes or providers. The "environmental" dimension included the changing scribe industry and need for standards. Within the "personal" dimension, themes included the need for provider diligence and training when using scribes. Finally, the "organizational" dimension highlighted the positive effect scribes have on documentation efficiency, quality, and safety. CONCLUSION: Participants perceived risks related to the EHR can be less with scribes. If healthcare organizations and scribe companies follow best practices and if providers as well as scribes receive training, safety can actually improve.
Joan S. Ash, Sky M. Corby, Vishnu Mohan, Nicholas Solberg, James Becton, Robby Bergstrom, Benjamin Orwoll, Christopher Hoekstra, Jeffrey Allen Gold
J. Am. Medical Informatics Assoc.9
2019 A Sociotechnical Multiple Perspectives Approach to the Use of Medical Scribes: A Deeper Dive into the Scribe-Provider Interaction
Sky M. Corby, Jeffrey Allen Gold, Vishnu Mohan, Nicholas Solberg, James Becton, Robby Bergstrom, Benjamin Orwoll, Christopher Hoekstra, Joan S. Ash
AMIA2
2018 A Sociotechnical Multiple Perspectives Approach to the Use of Medical Scribes: A Qualitative Study
Joan S. Ash, Jeffrey Allen Gold, Vishnu Mohan, Robby Bergstrom, James Becton, Sky M. Corby
AMIA2
2016 Using Simulations to Improve Electronic Health Record Use, Clinician Training and Patient Safety: Recommendations From A Consensus Conference
Vishnu Mohan, Deborah V. Woodcock, Karess L. McGrath, Gretchen Scholl, Robert Pranaat, Julie Doberne, Dian A. Chase, Jeffrey Allen Gold, Joan S. Ash
AMIA8
2015 Using High-Fidelity Simulation and Eye Tracking to Characterize Workflow Patterns among Hospital Physicians
Julie Doberne, Ze He, Vishnu Mohan, Jeffrey Allen Gold, Jenna L. Marquard, Michael F. Chiang
AMIA4
2015 Intelligent Simulation Model To Facilitate EHR Training
Vishnu Mohan, Gretchen Scholl, Jeffrey Allen Gold
AMIA3
2015 Variability in Electronic Health Record Usage and Perceptions among Specialty vs. Primary Care Physicians
Travis K. Redd, Julie Doberne, Daniel Lattin, Thomas R. Yackel, Carl O. Eriksson, Vishnu Mohan, Jeffrey Allen Gold, Joan S. Ash, Michael F. Chiang
AMIA7