Evidence map›Paper›PMID 42100647›Full record

ReviewCureus2026

Cost-Trajectory Framework for Total Episode Expenditure in Complex Wound Reconstruction: The CASCADE (Cost Analysis of Surgical Complications and Downstream Expenditure) Model.

Andrew M Klapper, Anthony N Dardano, Michael Risin, Karla Maita

Abstract readReview
In one paragraph

Review in Cureus, 2026. 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. Article
  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

4 authors.

Andrew M KlapperPlastic and Reconstructive Surgery, Delray Medical Center, Delray Beach, USA.
Anthony N DardanoPlastic and Reconstructive Surgery, Delray Medical Center, Delray Beach, USA.
Michael RisinPlastic and Reconstructive Surgery, Delray Medical Center, Delray Beach, USA.
Karla MaitaPlastic and Reconstructive Surgery, Delray Medical Center, Delray Beach, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Complex wound reconstruction may progress through stage-dependent clinical and economic trajectories in which wound failure leads to infection, reoperation, prolonged hospitalization, post-acute care, outpatient wound management, and possible readmission. Procedural-cost evaluation may not fully capture these downstream consequences in high-risk reconstructive settings. This paper presents the CASCADE (Cost Analysis of Surgical Complications and Downstream Expenditure) model, a conceptual, literature-derived decision framework rather than a primary data analysis or statistically validated predictive model. CASCADE applies an expected-value framework to evaluate the reconstructive strategy at the index operation, using three bounded inputs: failure probability (P), failure trajectory cost (C), and incremental reconstruction cost (ΔC). These inputs are structured into the decision rule ΔC < ΔP × C. A Clinical Risk Score (CRS) is used to standardize the assignment of cases into risk tiers. Across illustrative high-risk wound environments, failure trajectories may increase total episode expenditure from approximately $80,000-$150,000 after successful reconstruction to $400,000-$1,000,000+ after failure-driven care. These values are literature-informed illustrative estimates used to parameterize the framework, not observed case-level measurements. Sensitivity analysis demonstrates that at CRS ≥6, the CASCADE decision threshold often exceeds typical incremental reconstructive procedure costs across plausible input combinations. CASCADE provides a reproducible, bidirectional framework for trajectory-based cost evaluation in complex wound reconstruction. It may support surgical decision-making, institutional planning, and reimbursement analysis when total episode cost, rather than index procedural cost alone, is the appropriate unit of economic evaluation. The framework evaluates cost relationships but does not define reimbursement levels and requires future validation against institutional or claims-based datasets.

Indexed as

cost analysishealthcare economicsorthoplastic surgeryreconstructive surgerysurgical site infectionvalue-based carewound reconstruction

Identifiers

PMID42100647
PMCPMC13148454

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.