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IVF cycle cost estimation using Activity Based Costing and Monte Carlo simulation.

Lucia Cassettari1, Marco Mosca2, Roberto Mosca2

  • 1DIME Dipartimento di Ingegneria Meccanica, Energetica, Gestionale e dei Trasporti, Università degli Studi di Genova, Via All'Opera Pia 15, 16145, Genova, Italy. cassettari@diptem.unige.it.

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Summary
This summary is machine-generated.

This study introduces a novel stochastic method to accurately calculate healthcare costs, specifically for Assisted Reproductive Technology (ART) treatments in Italy. The approach provides statistically robust cost estimates with confidence intervals, improving upon traditional deterministic methods for unfixed activity durations.

Keywords:
Activity Based CostingCost analysisICSIIVFMonte Carlo simulationStochastic modeling

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Area of Science:

  • Health Economics
  • Biostatistics
  • Healthcare Management

Background:

  • Deterministic cost estimation methods are insufficient for healthcare processes with variable activity durations.
  • Accurate cost determination for Assisted Reproductive Technology (ART) treatments is crucial for financial planning and benchmarking.
  • Existing methods fail to account for the inherent variability in ART treatment components.

Purpose of the Study:

  • To develop and apply a new stochastic methodological approach for determining the actual costs of healthcare processes.
  • To accurately estimate the cost of Assisted Reproductive Technology (ART) treatments in Italy, considering variable activity durations.
  • To provide statistically robust cost data with confidence intervals for ART cycles.

Main Methods:

  • Utilized Activity Based Costing (ABC) to identify and cost individual activities within the ART process.
  • Employed Monte Carlo simulation to model cost variations and construct tolerance intervals.
  • Incorporated control of experimental error to ensure the reliability of the simulation results.

Main Results:

  • The stochastic approach yielded statistically robust cost estimates for different ART cycles (IVF, ICSI).
  • Calculated tolerance intervals around the mean cost were sufficiently narrow, indicating reliable and usable data.
  • The methodology provides a foundation for accurate cost benchmarking across different countries.

Conclusions:

  • The proposed stochastic methodology offers a more accurate and reliable way to determine healthcare process costs compared to deterministic approaches.
  • The application to ART treatments in Italy demonstrates the practical utility and robustness of the method.
  • The findings support the use of this approach for financial analysis, resource allocation, and international cost comparisons in reproductive medicine.