Evidence map›Paper›PMID 39989917›Full record

ArticleHealth systems (Basingstoke, England)2025

Exploratory analysis using discrete event simulation modelling of the wait times and service costs associated with the maximum wait time guarantee policy applied in a rheumatology central intake clinic.

Toni Tagimacruz, Monica Cepoiu-Martin, Deborah A Marshall

Abstract read
In one paragraph

Article in Health systems (Basingstoke, England), 2025. 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. Effect of single-entry referral models and team-based care on wait times for hip and knee joint replacement in Ontario: a simulation study.CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne · 2025
    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

3 authors.

Toni TagimacruzCumming School of Medicine, McCaig Bone and Joint Health Institute, University of Calgary, Calgary, Canada.
Monica Cepoiu-MartinCumming School of Medicine, Department of Critical Care Medicine, University of Calgary, Calgary, Canada.
Deborah A MarshallCumming School of Medicine, McCaig Bone and Joint Health Institute, University of Calgary, Calgary, Canada.ORCID https://orcid.org/0000-0002-8467-8008

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Adherence to wait time benchmark targets for the diagnosis and initiation of interventions for rheumatoid arthritis is crucial in altering the disease trajectory. We analysed the impact of the maximum wait time guarantee (MWTG) policy for routing referrals for the initial rheumatologist consults on the waiting and service costs. We modelled a central intake system for a rheumatology clinic as a discrete event simulation (DES) model. Using data from a central intake and rheumatology clinic as input to the model of the system, we simulated the arrival of referrals and rheumatologist visits of patients. We demonstrated the impact of the referral policy on system performance and compared the system costs in an MWTG policy and first-available-appointment policy scenarios. MWTG policy is an option for a wait time management strategy but comes with essential cost considerations. Healthcare managers and policymakers should consider the DES approach to support referral decision policy choices.

Indexed as

discrete event simulationmaximum wait time guaranteerheumatoid arthritiswait time policy

Identifiers

PMID39989917
PMCPMC11843640

What OpenQuestion holds

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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.