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

ENGR.ECONOMIC ANALYSIS
14th Edition
ISBN:9780190931919
Author:NEWNAN
Publisher:NEWNAN
Chapter1: Making Economics Decisions
Section: Chapter Questions
Problem 1QTC
icon
Related questions
Question
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!
Expert Solution
steps

Step by step

Solved in 3 steps with 1 images

Blurred answer
Knowledge Booster
Health Insurance
Learn more about
Need a deep-dive on the concept behind this application? Look no further. Learn more about this topic, economics and related others by exploring similar questions and additional content below.
Similar questions
  • SEE MORE QUESTIONS
Recommended textbooks for you
ENGR.ECONOMIC ANALYSIS
ENGR.ECONOMIC ANALYSIS
Economics
ISBN:
9780190931919
Author:
NEWNAN
Publisher:
Oxford University Press
Principles of Economics (12th Edition)
Principles of Economics (12th Edition)
Economics
ISBN:
9780134078779
Author:
Karl E. Case, Ray C. Fair, Sharon E. Oster
Publisher:
PEARSON
Engineering Economy (17th Edition)
Engineering Economy (17th Edition)
Economics
ISBN:
9780134870069
Author:
William G. Sullivan, Elin M. Wicks, C. Patrick Koelling
Publisher:
PEARSON
Principles of Economics (MindTap Course List)
Principles of Economics (MindTap Course List)
Economics
ISBN:
9781305585126
Author:
N. Gregory Mankiw
Publisher:
Cengage Learning
Managerial Economics: A Problem Solving Approach
Managerial Economics: A Problem Solving Approach
Economics
ISBN:
9781337106665
Author:
Luke M. Froeb, Brian T. McCann, Michael R. Ward, Mike Shor
Publisher:
Cengage Learning
Managerial Economics & Business Strategy (Mcgraw-…
Managerial Economics & Business Strategy (Mcgraw-…
Economics
ISBN:
9781259290619
Author:
Michael Baye, Jeff Prince
Publisher:
McGraw-Hill Education