Evidence map›Paper›PMID 30039447›Full record

ArticleJournal of gastrointestinal surgery : official journal of the Society for Surgery of the Alimentary Tract2018

Specific Medicare Severity-Diagnosis Related Group Codes Increase the Predictability of 30-Day Unplanned Hospital Readmission After Pancreaticoduodenectomy.

Dimitrios Xourafas, Katiuscha Merath, Gaya Spolverato, Stanley W Ashley, Jordan M Cloyd, Timothy M Pawlik

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Article in Journal of gastrointestinal surgery : official journal of the Society for Surgery of the Alimentary Tract, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
0.1field-weighted citation impact, top 50% of its field
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

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3 · Its place in the literature

Who cites it

2 citing papers in PubMed, 3 citations in OpenAlex.

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4 · The record

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5 · Who and what money

Authors and funding

6 authors at 2 institutions in 1 country.

Dimitrios XourafasDepartment of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
Katiuscha MerathDepartment of Surgery, Wexner Medical Center At The Ohio State University, Columbus, OH, USA.
Gaya SpolveratoDepartment of Surgery, Wexner Medical Center At The Ohio State University, Columbus, OH, USA.
Stanley W AshleyDepartment of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
Jordan M CloydDepartment of Surgery, Wexner Medical Center At The Ohio State University, Columbus, OH, USA.
Timothy M PawlikDepartment of Surgery, Wexner Medical Center At The Ohio State University, Columbus, OH, USA. Tim.Pawlik@osumc.edu.ORCID 0000-0002-4828-8096
The Ohio State University Wexner Medical Center · USBrigham and Women's Hospital · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe Medicare Severity-Diagnosis Related Group coding system (MS-DRG) is routinely used by hospitals for reimbursement purposes following pancreatic surgery. We aimed to determine whether specific pancreatectomy MS-DRG codes, when combined with distinct clinicopathologic and perioperative characteristics, increased the accuracy of predicting 30-day readmission after pancreaticoduodenectomy (PD).

methodsDemographic, clinicopathologic, and perioperative factors were compared between readmitted and non-readmitted patients at Brigham and Women's Hospital following PD. Different pancreatectomy DRG codes, currently used for reimbursement purposes [407: without complication/co-morbidity (CC), 406: with CC, and 405: with major CC] were combined with clinical factors to assess their predictability of readmission. Univariate and multivariable analyses were performed to evaluate outcomes.

resultsAmong 354 patients who underwent PD between 2010 and 2017, 69 (19%) were readmitted. The incidence of readmission was 13, 32, and 55% for patients with assigned DRG codes 407, 406, and 405, respectively (P = 0.0395). Readmitted patients were more likely to have had T4 disease (P = 0.0007), a vascular resection (P = 0.0078), and longer operative times (P = 0.012). On multivariable analysis, combining DRG 407 with relevant clinicopathologic factors was unable to predict readmission. In contrast, DRG 406 code among patients with N positive disease (P = 0.0263) and LOS > 10 days (P = 0.0505) was associated with readmission. DRG 405, preoperative obstructive jaundice (OR: 7.5, CI: 1.5-36, P = 0.0130), vascular resection (OR: 7.7, CI: 1.1-51, P = 0.0336), N positive stage of disease (OR: 0.2, CI: 0-0.9, P = 0.0447), and operative time > 410 min (OR: 5.9, CI: 1-32, P = 0.0399) were each strongly associated with 30-day readmission after PD [likelihood ratio (LR) < 0.0001].

conclusionsDistinct pancreatectomy MS-DRG classification codes (405), combined with relevant clinicopathologic and perioperative characteristics, strongly predicted 30-day readmission after PD. DRG classification algorithms can be implemented to more accurately identify patients at a higher risk of readmission.

Indexed as

Diagnosis-Related GroupsAdultAgedAged, 80 and overComorbidityFemaleHumansJaundice, ObstructiveLymphatic MetastasisMaleMedicareMiddle AgedNeoplasm StagingOperative TimePancreatectomyPancreatic NeoplasmsDiagnosis Related Group (DRG) codesPancreaticoduodenectomyPredictorsReadmission

Identifiers

PMID30039447
OpenAlexW2883402165

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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.