Question 4 Suppose you have been hired by the government as an econometrician and have been tasked with predicting whether or not individuals will choose to get inoculated with a new vaccine developed to fight the next global pandemic. You have individual-level data from the previous pandemic on the following variables: . Whether or not the individual chose to get vaccinated • Age, gender, marital status, religion, education level and household income of each individual • A dummy for whether or not the individual was in the labor force Occupation, sector/industry and wage/earnings of each individual

EBK HEALTH ECONOMICS AND POLICY
7th Edition
ISBN:9781337668279
Author:Henderson
Publisher:Henderson
Chapter4: Economic Evaluation In Health Care
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Question 4
Suppose you have been hired by the government as an econometrician and have been
tasked with predicting whether or not individuals will choose to get inoculated with a new
vaccine developed to fight the next global pandemic. You have individual-level data from
the previous pandemic on the following variables:
●
●
Whether or not the individual chose to get vaccinated
Age, gender, marital status, religion, education level and household income of
each individual
. A dummy for whether or not the individual was in the labor force
Occupation, sector/industry and wage/earnings of each individual
●
Develop an econometric model the government can use to predict whether or not an
individual will choose to get vaccinated in the next global pandemic. State any
assumptions you are relying on in constructing your model and justify the design of your
model in the context of the problem faced. Specify the model mathematically, explain how
you will estimate it (i.e. which estimation framework will you use and how the estimation
procedure works), how will results be interpreted, etc. Be as specific and as detailed as
possible and use mathematical notations/formulae wherever necessary. And remember,
the model you develop should be worthy of a properly trained econometrician - you do
not want your model to predict that the probability of any given individual's vaccination is
greater than one, for instance!
Transcribed Image Text:Question 4 Suppose you have been hired by the government as an econometrician and have been tasked with predicting whether or not individuals will choose to get inoculated with a new vaccine developed to fight the next global pandemic. You have individual-level data from the previous pandemic on the following variables: ● ● Whether or not the individual chose to get vaccinated Age, gender, marital status, religion, education level and household income of each individual . A dummy for whether or not the individual was in the labor force Occupation, sector/industry and wage/earnings of each individual ● Develop an econometric model the government can use to predict whether or not an individual will choose to get vaccinated in the next global pandemic. State any assumptions you are relying on in constructing your model and justify the design of your model in the context of the problem faced. Specify the model mathematically, explain how you will estimate it (i.e. which estimation framework will you use and how the estimation procedure works), how will results be interpreted, etc. Be as specific and as detailed as possible and use mathematical notations/formulae wherever necessary. And remember, the model you develop should be worthy of a properly trained econometrician - you do not want your model to predict that the probability of any given individual's vaccination is greater than one, for instance!
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