Disappearing Text as a Clinical Decision Support Layer: A Case Series

This case series aims to evaluate several applications of inline disappearing text (DT) clinical decision support (CDS) tools within clinician documentation.DT blocks were created to prompt documentation for perioperative anticoagulation planning (scenario 1), predischarge intravenous antibiotic planning (scenario 2), and advanced care planning (ACP; scenario 3). In scenario 1, DT was the only intervention. In scenario 2, DT was paired with a documentation SmartList. In scenario 3, DT was paired with a documentation SmartList and an OurPractice advisory. The number of documented perioperative anticoagulation plans, predischarge intravenous antibiotic plans, and ACP notes was measured pre- and postintervention and compared using chi-square analyses.In scenario 1, there was no statistically significant change in the percentage of perioperative anticoagulation plans documented at 0 to 24 and 24 to 48 hours before surgery. In scenario 2, documentation of antibiotic contingency planning in patients expected to be discharged within 24 hours increased from 60% (54/90 notes) to 93% (1,850/1,994 notes) <i>X</i> <sup>2</sup> (1, <i>n</i> = 2,084) = 113.1, <i>p</i> < 0.001. In scenario 3, ACP note documentation by discharge in patients with a positive mandatory surprise question increased from 43% (821/1,909 encounters) to 52% (975/1,874 encounters) <i>X</i> <sup>2</sup> (1, <i>n</i> = 3,783) = 30.5, <i>p</i> < 0.001.Utilizing DT in conjunction with other forms of CDS was associated with an improvement of documentation quality in predischarge IV antibiotics and ACP. A sociotechnical analysis explores how interactions between technology, people, workflow, and culture could contextualize how utilizing DT with other forms of CDS was more effective than DT alone.

Authors

Institutions

Publication Details

Journal
Applied Clinical Informatics
Published
2025-08-01
DOI
https://doi.org/10.1055/a-2675-3510
Primary Topic
Electronic Health Records Systems
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Disappearing Text as a Clinical Decision Support Layer: A Case Series

Paul Testa, Eesha Chakravartty, Darshi Shah, Jonah Feldman et al.
Applied Clinical Informatics
Electronic Health Records Systems
article

Disappearing Text as a Clinical Decision Support Layer: A Case Series

Paul Testa, Eesha Chakravartty, Darshi Shah, Jonah Feldman, Jared Silberlust, William Small, Katherine Moawad, Andrew Moawad
article en

Abstract

This case series aims to evaluate several applications of inline disappearing text (DT) clinical decision support (CDS) tools within clinician documentation.DT blocks were created to prompt documentation for perioperative anticoagulation planning (scenario 1), predischarge intravenous antibiotic planning (scenario 2), and advanced care planning (ACP; scenario 3). In scenario 1, DT was the only intervention. In scenario 2, DT was paired with a documentation SmartList. In scenario 3, DT was paired with a documentation SmartList and an OurPractice advisory. The number of documented perioperative anticoagulation plans, predischarge intravenous antibiotic plans, and ACP notes was measured pre- and postintervention and compared using chi-square analyses.In scenario 1, there was no statistically significant change in the percentage of perioperative anticoagulation plans documented at 0 to 24 and 24 to 48 hours before surgery. In scenario 2, documentation of antibiotic contingency planning in patients expected to be discharged within 24 hours increased from 60% (54/90 notes) to 93% (1,850/1,994 notes) <i>X</i> <sup>2</sup> (1, <i>n</i> = 2,084) = 113.1, <i>p</i> < 0.001. In scenario 3, ACP note documentation by discharge in patients with a positive mandatory surprise question increased from 43% (821/1,909 encounters) to 52% (975/1,874 encounters) <i>X</i> <sup>2</sup> (1, <i>n</i> = 3,783) = 30.5, <i>p</i> < 0.001.Utilizing DT in conjunction with other forms of CDS was associated with an improvement of documentation quality in predischarge IV antibiotics and ACP. A sociotechnical analysis explores how interactions between technology, people, workflow, and culture could contextualize how utilizing DT with other forms of CDS was more effective than DT alone.

Applied Clinical InformaticsVol. 16(04)
Cedars-Sinai Medical Center (US), Long Island University (US), Wells College (US), NYU Langone Health (US), Stony Brook School (US), Stony Brook University (US), University of Pennsylvania (US)
Peace, Justice and strong institutions
Openalex Percentile: Top 77%
Electronic Health Records Systems
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.