Related Experiment Video
Updated: Sep 17, 2026

Inverse Probability of Treatment Weighting (Propensity Score) using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
Use of Brokers in Medicare Advantage and Standalone Part D Plans
Jeffrey Marr1, Jay Shroff1, Em Balkan1
1Department of Health Services, Policy and Practice, Brown University School of Public Health, Providence, Rhode Island, USA.
Objective:
To compare the use of brokers in Medicare Advantage plans and standalone Part D plans.
Study Setting And Design:
We used plan-level broker enrollment data from 2014 to 2023 to compare the rates of broker use in Medicare Advantage and standalone Part D plans.
Data Sources And Analytic Sample:
We used broker enrollment data obtained from the Centers for Medicare and Medicaid Services through a Freedom of Information Act request and data from the Medicare Master Beneficiary Summary File. Our sample included 47,862 plan-years from 2014 to 2023.
Principal Findings:
In 2023, new enrollees in Medicare Advantage plans were more likely to be enrolled by a broker than those in standalone part D plans (35.6% compared to 27.1%). These results were generally consistent over time, within insurers, and across states.
Conclusions:
Broker use is more common in Medicare Advantage plans than in standalone Part D plans. Given that brokers are often paid more to enroll beneficiaries in Medicare Advantage plans than in standalone Part D plans, these results suggest that brokers may play a key role in driving Medicare Advantage enrollment growth.
Related Concept Videos
Drug Products: Biologics, Biosimilars and Interchangeables
Dosage Regimen: Individualization
Prescription, Nonprescription and Orphan Drugs
The misuse and addiction to prescription drugs is a growing problem that can affect people of all age groups, specifically teenagers. This can happen when prescription medications are used in ways not intended by the prescriber, such as taking someone else's prescription or using medication for...
Dosage Regimens: Partial Pharmacokinetic Parameters
Model-Independent Approaches for Pharmacokinetic Data: Noncompartmental Analysis
One important characteristic of noncompartmental analyses is that drug exposure increases proportionally with increasing doses. This relationship...
Analysis Methods of Pharmacokinetic Data: Model and Model-Independent Approaches
The model approach uses mathematical models to describe changes in drug concentration over time. Pharmacokinetic models help characterize drug behavior in patients, predict drug concentration in the body fluids, calculate optimum dosage regimens, and evaluate the risk of toxicity. However, ensuring that the model fits the experimental data accurately...
