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Updated: Feb 1, 2026

Gamete Collection and In Vitro Fertilization of Astyanax mexicanus
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Health Care Access, Costs, and Treatment Dynamics: Evidence from In Vitro Fertilization.

Barton H Hamilton1, Emily Jungheim2, Brian McManus3

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Public policies for in vitro fertilization (IVF) can improve access or lower costs, but not both. Combining insurance with incentives against risky treatments enhances patient welfare and reduces medical expenses.

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Area of Science:

  • Health Economics
  • Reproductive Medicine
  • Public Policy Analysis

Background:

  • High out-of-pocket costs for in vitro fertilization (IVF) can be a barrier to treatment access.
  • Patients undergoing IVF may face incentives to pursue high-risk, multiple-fetus pregnancies to increase success rates.
  • Understanding patient choices within IVF treatment is crucial for policy development.

Purpose of the Study:

  • To analyze the impact of public policies on IVF access and costs.
  • To model patient decision-making in IVF treatments.
  • To simulate policy interventions for improving IVF outcomes.

Main Methods:

  • Estimation of a dynamic model of patient choices in IVF.
  • Analysis of treatment choices within and across different IVF protocols.
  • Simulation of various policy scenarios, including insurance mandates and cost-based incentives.

Main Results:

  • Insurance mandates for IVF treatment can improve access but may increase costs.
  • Strict limits on treatment aggressiveness can reduce costs but may limit access.
  • A combination of insurance coverage and financial disincentives for high-risk treatments can improve overall patient welfare and reduce healthcare expenditures.

Conclusions:

  • Policy interventions for IVF must balance access and cost considerations.
  • Integrated policy approaches, combining insurance with targeted incentives, show promise for optimizing IVF outcomes.
  • Further research into dynamic patient choice models can inform effective healthcare policy for reproductive technologies.