Christopher L. Cai, MD

Christopher L. Cai, MD

General Internal Medicine Fellow

Christopher Cai is a General Internal Medicine fellow with PORTAL. His research focuses on health care financing and payment reform.

Cai previously worked as a policy fellow in the US House of Representatives. He completed his residency in Internal Medicine (primary care) at Brigham and Women’s Hospital, received his MD from the University of California, San Francisco, and earned his BA summa cum laude from the University of Virginia, where he was a Jefferson Scholar.

Featured Work

Simple graphic of magnifying glass examining papers to signify reviewing research publications.

Changes in Medicare Part D Plan Designs After the Inflation Reduction Act

Cai CL, Bhaskar A, Kesselheim AS, Rome BN - JAMA Internal Medicine

  • Price, Value, and Access
After the Inflation Reduction Act (IRA), Medicare Part D plans increased deductibles and relied more heavily on coinsurance for brand-name drugs. For the most common medications, average monthly out-of-pocket costs in Medicare Advantage plans ranged from $46 to $55 between 2019 and 2024 and then increased to $73 in 2025. In standalone plans, mean monthly costs increased from $62 to $108 from 2019 to 2025. While the IRA capped annual out-of-pocket spending at $2,000, these plan design changes may result in higher costs for beneficiaries who do not reach the cap, suggesting a need for further policy action.
View Source
Simple graphic of magnifying glass examining papers to signify reviewing research publications.

Insurer Exits After the Inflation Reduction Act Part D Redesign

Cai CL, Kesselheim AS, Bhaskar A, Rome BN - JAMA

  • Price, Value, and Access
Following changes in Medicare Part D plan design under the Inflation Reduction Act, 7.5% of beneficiaries (2.9 million people) lost their Part D insurer in 2024, a sharp rise from prior years, with higher insurer exit rates among standalone and enhanced plans. These findings suggest a need for additional policies to ensure adequate competition and affordability in the Part D marketplace.
View Source
Simple graphic of magnifying glass examining papers to signify reviewing research publications.

Estimated Savings Under the Medicare High-Value Drug List Model

Cai CL, Kesselheim AS, Rome BN - JAMA Internal Medicine

  • Price, Value, and Access
Under the CMS High-Value Drug List Model, a voluntary model under which Medicare Part D plans cap patient out-of-pocket costs for 150 generic drugs at $2 per month, an estimated 4 in 10 Medicare beneficiaries would experience modest savings under this model, with an annual savings of $11 per person.
View Source