Upcoding: evidence from Medicare on squishy risk adjustment

M Geruso, T Layton - Journal of Political Economy, 2020 - journals.uchicago.edu
In most US health insurance markets, plans face strong incentives to upcode the patient
diagnoses they report to the regulator, as these affect the risk-adjusted payments that plans …

Hospital network competition and adverse selection: evidence from the Massachusetts health insurance exchange

M Shepard - American Economic Review, 2022 - aeaweb.org
Health insurers increasingly compete on their networks of medical providers. Using data
from Massachusetts's insurance exchange, I find substantial adverse selection against plans …

Aligning policy objectives and payment design in palliative care

S Duckett - BMC palliative care, 2018 - Springer
Background Payment models for palliative care vary across nations, with few adopting
contemporary payments designs that apply to other parts of the health system. Aim To …

Private provision of social insurance: drug-specific price elasticities and cost sharing in Medicare Part D

L Einav, A Finkelstein, M Polyakova - American Economic Journal …, 2018 - aeaweb.org
We explore how private drug plans set cost sharing in the context of Medicare Part D. While
publicly provided drug coverage typically involves uniform cost sharing across drugs, we …

Screening in contract design: Evidence from the ACA health insurance exchanges

M Geruso, T Layton, D Prinz - American Economic Journal: Economic …, 2019 - aeaweb.org
We study insurers' use of prescription drug formularies to screen consumers in the ACA
Health Insurance exchanges. We begin by showing that exchange risk adjustment and …

Selection in health insurance markets and its policy remedies

M Geruso, TJ Layton - Journal of Economic Perspectives, 2017 - aeaweb.org
Selection (adverse or advantageous) is the central problem that inhibits the smooth, efficient
functioning of competitive health insurance markets. Even—and perhaps especially—when …

Voluntary regulation: Evidence from Medicare payment reform

L Einav, A Finkelstein, Y Ji… - The quarterly journal of …, 2022 - academic.oup.com
Government programs are often offered on an optional basis to market participants. We
explore the economics of such voluntary regulation in the context of a Medicare payment …

Big data, risk classification, and privacy in insurance markets

M Eling, I Gemmo, D Guxha, H Schmeiser - The Geneva Risk and …, 2024 - Springer
The development of new technologies and big data analytics tools has had a profound
impact on the insurance industry. A new wave of insurance economics research has …

[HTML][HTML] A Novel Machine Learning Algorithm for Creating Risk-Adjusted Payment Formulas

C Andriola, RP Ellis, JJ Siracuse, A Hoagland… - JAMA Health …, 2024 - jamanetwork.com
Importance Models predicting health care spending and other outcomes from administrative
records are widely used to manage and pay for health care, despite well-documented …

Market design in regulated health insurance markets: Risk adjustment vs. subsidies

L Einav, A Finkelstein, P Tebaldi - 2024 - nber.org
Health insurance is increasingly provided through managed competition, in which subsidies
for consumers and risk adjustment for insurers are key market design instruments. We …