Equalizing the Cost of Health Insurance

Publication date

2018-04

Authors

Kadu, AjinkyaISNI 0000000506013918
Beentjes, Casper
Di Bucchianico, Alessandro
Hamster, Christian
Man, Irene
Myerscough, Keith W.
Regis, Marta
Richardson, Omar

Editors

Crommelin, Daan
Kapodistria, Stella
Regts, Guus
Stolk, Chris
van de Ven, Peter

Advisors

Supervisors

DOI

Document Type

Part of book
Open Access logo

License

taverne

Abstract

The Dutch government compensates health insurance companies when insuring individuals who are estimated to have high health care costs. This is necessary to avoid insurers not offering services to certain groups or not providing them with a high quality of service. It is, however, unknown to what extent the differences in health care expenses by different groups of people are truly due to a poorer or better health status. We explore several statistical approaches that facilitate explaining the cause of these differences.

Keywords

health insurance, risk equalisation, model selection, predictivemodel, explanatory model, lasso, elastic net, ridge regression, clustering, Taverne

Citation

Kadu, A A, Beentjes, C, Di Bucchianico, A, Hamster, C, Man, I, Myerscough, K W, Regis, M & Richardson, O 2018, Equalizing the Cost of Health Insurance. in D Crommelin, S Kapodistria, G Regts, C Stolk & P van de Ven (eds), Proceedings of the 126th European Study Group Mathematics with Industry : SWI 2017. Studiegroep Wiskunde met de Industrie, pp. 29-49, SWI 2017, Amsterdam, 23/01/17., conference