Methods of Econometrics

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In private health insurance health care systems, having medical

health insurance means that when one consumes health care the insurance company pays for the cost of the health care. This creates

potential problems of moral hazard, whereby individuals consume

more health care as they do not pay for it. To test this, a study

was conducted whereby 1, 153 individuals participated in a lottery.

If they won they were given full heath insurance for free. Those

that did not win the lottery did not receive health insurance from

the study but could buy it privately if they wanted. If individuals did

not get insurance from the study and opted not to buy insurance

privately they had to pay themselves for any health care they consumed. The dataset ECON2032 Q2 dataset.dta is from the first

year of the study and contains information on individuals’ health

expenditure (health expenditure measured in £), insurance status (insurance = 1 if individual has insurance and 0 otherwise),

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