Evidence map›Paper›PMID 35389497›Full record

ArticleJAMA network open2022

Evaluation of Outcomes Following Hospital-Wide Implementation of a Subcutaneous Insulin Protocol for Diabetic Ketoacidosis.

Priya Rao, Sheng-Fang Jiang, Patricia Kipnis, Divyesh M Patel, Svetlana Katsnelson, Samineh Madani, Vincent X Liu

Abstract read
In one paragraph

Article in JAMA network open, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed, 2 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

15 citing papers in PubMed, 2 syntheses or guidelines pooled it.

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  5. National Intensive Care Unit Utilization for Diabetic Ketoacidosis Increased From 2012 to 2022.Academic emergency medicine : official journal of the Society for Academic Emergency Medicine · 2025
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

7 authors.

Priya RaoKaiser Permanente San Jose Medical Center, San Jose, California.
Sheng-Fang JiangKaiser Permanente Division of Research, Oakland, California.
Patricia KipnisThe Permanente Medical Group, Oakland, California.
Divyesh M PatelKaiser Permanente San Jose Medical Center, San Jose, California.
Svetlana KatsnelsonKaiser Permanente San Jose Medical Center, San Jose, California.
Samineh MadaniKaiser Permanente San Jose Medical Center, San Jose, California.
Vincent X LiuThe Permanente Medical Group, Oakland, California.

Funding

Identifying pre-sepsis opportunities for early, targeted intervention - Equipment SupplementR35GM128672 · NIGMS · KAISER FOUNDATION RESEARCH INSTITUTE · PI Vincent Liu · 2018 to 2026
$4.3M
NIGMS NIH HHS R35 GM128672
6 · The paper itself

Abstract

Importance: Standard diabetic ketoacidosis care in the US includes intravenous insulin treatment in the intensive care unit. Subcutaneous (SQ) insulin could decrease intensive care unit need, but the data are limited. Objective: To assess outcomes after implementation of an SQ insulin protocol for treating diabetic ketoacidosis. Design, Setting, and Participants: This cohort study is a retrospective evaluation of a prospectively implemented SQ insulin protocol. The study was conducted at an integrated health care system in Northern California. Participants included hospitalized patients with diabetic ketoacidosis at 21 hospitals between January 1, 2010, and December 31, 2019. The preimplementation phase was 2010 to 2015, and the postimplementation phase was 2017 to 2019. Data analysis was performed from October 2020 to January 2022. Exposure: An SQ insulin treatment protocol for diabetic ketoacidosis. Main Outcomes and Measures: Difference-in-differences evaluation of the need for intensive care, mortality, readmission, and length of stay at a single intervention site using an SQ insulin protocol from 2017 onward compared with 20 control hospitals using standard care. Results: A total of 7989 hospitalizations for diabetic ketoacidosis occurred, with 4739 (59.3%) occurring before and 3250 (40.7%) occurring after implementation. The overall mean (SD) age was 42.3 (17.7) years, with 4137 hospitalizations (51.8%) occurring among female patients. Before implementation, SQ insulin was the first insulin used in 40 intervention (13.4%) and 651 control (14.7%) hospitalizations. After implementation, 98 hospitalizations (80.3%) received SQ insulin first at the intervention site compared with 402 hospitalizations (12.8%) at control sites. The adjusted rate ratio for intensive care unit admission was 0.43 (95% CI, 0.33-0.56) at the intervention sites, a 57% reduction compared with control sites, and was 0.50 (95% CI, 0.25-0.99) for 30-day hospital readmission, a 50% reduction. There were no significant changes in hospital length of stay and rates of death. Conclusions and Relevance: These findings suggest that a protocol based on SQ insulin for diabetic ketoacidosis treatment was associated with significant decreases in intensive care unit need and readmission, with no evidence of increases in adverse events.

Indexed as

Diabetes MellitusDiabetic KetoacidosisAdultCohort StudiesFemaleHospitalsHumansInsulinInsulin, Regular, HumanLength of StayRetrospective StudiesInsulinInsulin, Regular, Human

Identifiers

PMID35389497
PMCPMC8990349

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.