Evidence map›Paper›PMID 40795608›Full record

ArticleNursing outlook

Advancing the calculation of nurse turnover costs: A methodological approach using the RETAIN Framework.

Omid Razmpour, Sharon Pappas, Donald K K Lee, Shehzad Mian, Monique Bouvier, Jeannie P Cimiotti

Abstract read
In one paragraph

Article in Nursing outlook. 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
–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

2 citing papers in PubMed.

  1. Nurse retention in Europe: why economic evidence matters.The Lancet regional health. Europe · 2026
    Review
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Omid RazmpourNell Hodgson Woodruff School of Nursing, Atlanta, GA; Goizueta Business School, Atlanta, GA. Electronic address: omid.razmpour@emory.edu.
Sharon PappasNell Hodgson Woodruff School of Nursing, Atlanta, GA; Emory Healthcare, Atlanta, GA.
Donald K K LeeGoizueta Business School, Atlanta, GA; Rollins School of Public Health, Atlanta, GA.
Shehzad MianGoizueta Business School, Atlanta, GA.
Monique BouvierNell Hodgson Woodruff School of Nursing, Atlanta, GA; Emory Healthcare, Atlanta, GA.
Jeannie P CimiottiNell Hodgson Woodruff School of Nursing, Atlanta, GA; Rollins School of Public Health, Atlanta, GA.

Funding

Real time risk prognostication via scalable hazard trees and forestsR01HL164405 · NHLBI · UNIVERSITY OF MIAMI SCHOOL OF MEDICINE · PI Hemant Ishwaran · 2023 to 2026
$2.3M
NHLBI NIH HHS R01 HL164405
6 · The paper itself

Abstract

backgroundNurse turnover has reached a crossroads, driving up labor costs and threatening organizational stability. Persistent vacancies and reliance on contract labor continue to strain healthcare systems. This paper introduces the RETAIN Framework, a structured methodology designed to quantify the costs of nurse turnover and guide evidence-based workforce investments.

methodsThe RETAIN Framework employs a four-phase methodology. First, the nurse turnover continuum was process-mapped to identify every turnover touch point and associated costs. Second, a cost accounting structure was developed to categorize both direct and indirect costs. Third, staffing back-fill strategies were analyzed to assess and evaluate financial trade-offs. Finally, all variables were integrated into a dynamic modeling dashboard that enables scenario testing using modifiable inputs. This approach supports workforce advocacy through data-driven financial analysis.

conclusionThe RETAIN Framework provides a robust methodology for quantifying the cost of nurse turnover. In part two, the framework will be applied to a multihospital population to identify granular cost data and identify actionable outcomes.

Indexed as

Nursing Staff, HospitalPersonnel TurnoverCosts and Cost AnalysisHumansPersonnel Staffing and SchedulingCost of turnoverFinanceNursing workforceRetentionTurnover

Identifiers

PMID40795608
PMCPMC12833433

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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Registered trials

None linked

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.