ArticleHealth care management science2011
Using simulation modeling to improve patient flow at an outpatient orthopedic clinic.
Article in Health care management science, 2011. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 38 papers.
What it found
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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.
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.
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Who cites it
38 citing papers in PubMed, 177 citations in OpenAlex.
- Behavior-aware deep reinforcement learning for multi-objective outpatient scheduling optimization.Scientific reports · 2026Article
- Discrete event simulation and agent-based modelling of distributed situation awareness in patient flow management.Scientific reports · 2025Article
- 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.Health systems (Basingstoke, England) · 2025Article
- Fractured systems: a literature review of OR/MS methods applied to orthopaedic care settings and treatments.Health systems (Basingstoke, England) · 2024Review
- The Inflow, Throughput and Outflow of COVID-19 Patients in Dutch Hospitals: Experiences from Experts and Middle Managers.Healthcare (Basel, Switzerland) · 2023Article
- Predictive analysis of lower limb fractures in the orthopedic complex operative unit using artificial intelligence: the case study of AOU Ruggi.Scientific reports · 2022Article
- Planning for resilience in screening operations using discrete event simulation modeling: example of HPV testing in Peru.Implementation science communications · 2022Article
- Article
- Applying Discrete Event Simulation to Reduce Patient Wait Times and Crowding: The Case of a Specialist Outpatient Clinic with Dual Practice System.Healthcare (Basel, Switzerland) · 2022Article
- Efficiency Benefits of Live Fluoroscopy in Hand Clinics.The Iowa orthopaedic journal · 2022Article
- Discrete-Event Simulation Modeling in Healthcare: A Comprehensive Review.International journal of environmental research and public health · 2021Review
- Improving chemotherapy infusion operations through the simulation of scheduling heuristics: a case study.Health systems (Basingstoke, England) · 2021Article
- Improving patient flow in diagnostic imaging: a case report.Journal of medical imaging and radiation sciences · 2020Article
- Optimizing Interventions Across the HIV Care Continuum: A Case Study Using Process Improvement Analysis.Operations research for health care · 2020Article
- Theoretical bounds and approximation of the probability mass function of future hospital bed demand.Health care management science · 2020Article
- A decision support system for demand and capacity modelling of an accident and emergency department.Health systems (Basingstoke, England) · 2020Article
- USING DISCRETE-EVENT SIMULATION TO FIND WAYS TO REDUCE PATIENT WAIT TIME IN A GLAUCOMA CLINIC.Proceedings of the ... Winter Simulation Conference. Winter Simulation Conference · 2019Article
- Effect of an Online Appointment Scheduling System on Evaluation Metrics of Outpatient Scheduling System: a before-after MulticenterStudy.Journal of medical systems · 2019Article
- Appointment scheduling in multi-stage outpatient clinics.Health care management science · 2019Article
- Data-Driven Scheduling for Improving Patient Efficiency in Ophthalmology Clinics.Ophthalmology · 2019Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
We report on the use of discrete event simulation modeling to support process improvements at an orthopedic outpatient clinic. The clinic was effective in treating patients, but waiting time and congestion in the clinic created patient dissatisfaction and staff morale issues. The modeling helped to identify improvement alternatives including optimized staffing levels, better patient scheduling, and an emphasis on staff arriving promptly. Quantitative results from the modeling provided motivation to implement the improvements. Statistical analysis of data taken before and after the implementation indicate that waiting time measures were significantly improved and overall patient time in the clinic was reduced.
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Identifiers
What OpenQuestion holds
Registered trials
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.