Advantageous Selection in the Private Hospital Insurance Market in Europe: Evidence on the Role of Education and Cognitive Ability
Ciro Avitabile
Abstract
Open-access reader
Ciro Avitabile
Abstract
Open-access reader
I use microdata from the Survey of Health, Ageing and Retirement in Europe to study whether the cost of acquiring health information is an important determinant of the decision to buy private hospital health insurance for individuals aged 50+, in eight European countries. I first test whether, conditional on health insurance companies' risk assessments, individuals have residual private information on insurance determinants other than their risk type. My results show that there are individual characteristics, not observed by the insurers, that are positively correlated with hospital insurance coverage and negatively correlated with the ex post probability of requiring hospital treatment. However, this opposite association is significantly different from zero only in countries with low quality healthcare systems. I then provide evidence that education and cognitive ability act as substitutes for quality of health promotion in determining the propensity to take out a voluntary private hospital insurance.
A significance statement is not available in the OpenAlex record.
A contribution statement is not available in the OpenAlex record.
Method details are not available in the OpenAlex metadata.
Findings are not separately available in the OpenAlex metadata.
Limitations are not available in the OpenAlex metadata.
Application details are not available in the OpenAlex metadata.
I use microdata from the Survey of Health, Ageing and Retirement in Europe to study whether the cost of acquiring health information is an important determinant of the decision to buy private hospital health insurance for individuals aged 50+, in eight European countries. I first test whether, conditional on health insurance companies' risk assessments, individuals have residual private information on insurance determinants other than their risk type. My results show that there are individual characteristics, not observed by the insurers, that are positively correlated with hospital insurance coverage and negatively correlated with the ex post probability of requiring hospital treatment. However, this opposite association is significantly different from zero only in countries with low quality healthcare systems. I then provide evidence that education and cognitive ability act as substitutes for quality of health promotion in determining the propensity to take out a voluntary private hospital insurance.
Key concepts: Microdata (statistics), Actuarial science, Group insurance, Adverse selection, Business, Self-insurance, Health insurance, Information asymmetry