First name
Nancy
Last name
McGowan

Title

Leveraging EHR Data to Evaluate the Association of Late Recognition of Deterioration With Outcomes.

Year of Publication

2022

Number of Pages

447-460

Date Published

05/2022

ISSN Number

2154-1671

Abstract

OBJECTIVES: Emergency transfers (ETs), deterioration events with late recognition requiring ICU interventions within 1 hour of transfer, are associated with adverse outcomes. We leveraged electronic health record (EHR) data to assess the association between ETs and outcomes. We also evaluated the association between intervention timing (urgency) and outcomes.

METHODS: We conducted a propensity-score-matched study of hospitalized children requiring ICU transfer between 2015 and 2019 at a single institution. The primary exposure was ET, automatically classified using Epic Clarity Data stored in our enterprise data warehouse endotracheal tube in lines/drains/airway flowsheet, vasopressor in medication administration record, and/or ≥60 ml/kg intravenous fluids in intake/output flowsheets recorded within 1 hour of transfer. Urgent intervention was defined as interventions within 12 hours of transfer.

RESULTS: Of 2037 index transfers, 129 (6.3%) met ET criteria. In the propensity-score-matched cohort (127 ET, 374 matched controls), ET was associated with higher in-hospital mortality (13% vs 6.1%; odds ratio, 2.47; 95% confidence interval [95% CI], 1.24-4.9, P = .01), longer ICU length of stay (subdistribution hazard ratio of ICU discharge 0.74; 95% CI, 0.61-0.91, P < .01), and longer posttransfer length of stay (SHR of hospital discharge 0.71; 95% CI, 0.56-0.90, P < .01). Increased intervention urgency was associated with increased mortality risk: 4.1% no intervention, 6.4% urgent intervention, and 10% emergent intervention.

CONCLUSIONS: An EHR measure of deterioration with late recognition is associated with increased mortality and length of stay. Mortality risk increased with intervention urgency. Leveraging EHR automation facilitates generalizability, multicenter collaboratives, and metric consistency.

DOI

10.1542/hpeds.2021-006363

Alternate Title

Hosp Pediatr

PMID

35470399

Title

Leveraging EHR Data to Evaluate the Association of Late Recognition of Deterioration With Outcomes.

Year of Publication

2022

Number of Pages

447-460

Date Published

2022 May 01

ISSN Number

2154-1671

Abstract

<p><strong>OBJECTIVES: </strong>Emergency transfers (ETs), deterioration events with late recognition requiring ICU interventions within 1 hour of transfer, are associated with adverse outcomes. We leveraged electronic health record (EHR) data to assess the association between ETs and outcomes. We also evaluated the association between intervention timing (urgency) and outcomes.</p>

<p><strong>METHODS: </strong>We conducted a propensity-score-matched study of hospitalized children requiring ICU transfer between 2015 and 2019 at a single institution. The primary exposure was ET, automatically classified using Epic Clarity Data stored in our enterprise data warehouse endotracheal tube in lines/drains/airway flowsheet, vasopressor in medication administration record, and/or ≥60 ml/kg intravenous fluids in intake/output flowsheets recorded within 1 hour of transfer. Urgent intervention was defined as interventions within 12 hours of transfer.</p>

<p><strong>RESULTS: </strong>Of 2037 index transfers, 129 (6.3%) met ET criteria. In the propensity-score-matched cohort (127 ET, 374 matched controls), ET was associated with higher in-hospital mortality (13% vs 6.1%; odds ratio, 2.47; 95% confidence interval [95% CI], 1.24-4.9, P = .01), longer ICU length of stay (subdistribution hazard ratio of ICU discharge 0.74; 95% CI, 0.61-0.91, P &lt; .01), and longer posttransfer length of stay (SHR of hospital discharge 0.71; 95% CI, 0.56-0.90, P &lt; .01). Increased intervention urgency was associated with increased mortality risk: 4.1% no intervention, 6.4% urgent intervention, and 10% emergent intervention.</p>

<p><strong>CONCLUSIONS: </strong>An EHR measure of deterioration with late recognition is associated with increased mortality and length of stay. Mortality risk increased with intervention urgency. Leveraging EHR automation facilitates generalizability, multicenter collaboratives, and metric consistency.</p>

DOI

10.1542/hpeds.2021-006363

Alternate Title

Hosp Pediatr

PMID

35470399

Title

Implementation of a Multidisciplinary Debriefing Process for Pediatric Ward Deterioration Events.

Year of Publication

2021

Number of Pages

454-461

Date Published

2021 May

ISSN Number

2154-1671

Abstract

<p><strong>OBJECTIVES: </strong>Event debriefing has established benefit, but its adoption is poorly characterized among pediatric ward providers. To improve patient safety, our hospital restructured its debriefing process for ward deterioration events culminating in ICU transfer. The aim of this study was to describe this process' implementation.</p>

<p><strong>METHODS: </strong>In the restructured process, multidisciplinary ward providers are expected to debrief all ICU transfers. We conducted a multimethod analysis using facilitative guides completed by debriefing participants. Monthly debriefing completion served as an adoption metric.</p>

<p><strong>RESULTS: </strong>Between March 2019 and February 2020, providers across 9 wards performed debriefing for 134 of 312 PICU transfers (43%). Bedside nurses participated most frequently (117 debriefings [87%]). There was no significant difference in debriefing by unit, acuity, season, or nurse staffing. Compared with units fully staffed by rotational frontline clinicians (FLCs; eg, resident physicians), units with dedicated FLCs whose responsibilities are primarily limited to that unit (eg, oncology hospitalists) completed significantly more monthly debriefings (average [SD] 57% [30%] vs 33% [28%] of PICU transfers; = .004). FLC participation was also higher on these units (50% of debriefings [37%] vs 24% [37%]; = .014). Through qualitative analysis, we identified distinct debriefing themes, with teaming activities such as communication cited most often.</p>

<p><strong>CONCLUSIONS: </strong>Implementation of a multidisciplinary debriefing process for ward deterioration events culminating in ICU transfer was associated with differential adoption across providers and FLC staffing models but not acuity or nurse staffing. Teaming activities were a debriefing priority. Future study will assess patient safety outcomes.</p>

DOI

10.1542/hpeds.2020-002014

Alternate Title

Hosp Pediatr

PMID

33858988

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