Title: Economic Models for
1(No Transcript)
2- Economic Models for
- Impact Assessment
- Steven R. Miller
- Senior Research Analyst
- Center for Economic Analysis
- Presented to the MI-SBTDC
3Economic Models for Impact Assessments
- An economic model is a simplification of reality
- Models are based on mathematical equations that
provide a simplified picture of employment and
income relationships
4Economic Models for Impact Assessments, continued
- Economic impact models are used to assess the
impacts of shocks to the existing economic
structure - Shocks take many forms
- Increase in export demand for a locally produced
good or service - Increase in capital from outside the region (SBA
loans and grants) - Changes in federal, state, and local tax codes
- New social structures like an arena
- Reallocation of resources from one activity to
another
5Economic Models for Impact Assessments, continued
- The accuracy of the impact assessment depends on
- The appropriateness of the model assumptions
- The accuracy of the shock supplied to the model
- The users understanding of the model structure
in interpreting the results
6Appropriateness of the Model Assumptions
- Consider two models of the labor market using
different assumptions about wage rates. - Both models are valid, but the concept of
validity is a moving target
Wages are assumed fixed
Wages are assumed flexible
7Appropriateness of the Model Assumptions
- The fixed wage model produces a greater increase
in labor for a given increase in demand - The fixed wage model is most appropriate for
- Small shocks to the economy
- Economies with high unemployment
- The flexible wage model is most appropriate for
- Large shocks to the economy
- Economies with low unemployment
8Types of Impact Assessment Models
- Custom or Off-the-shelf?
- Custom models generally
- Better represents the local economy
- Are extremely expensive to acquire
- Off-the-shelf
- Standardized structure across all regions
- Less expensive to acquire
9Off-the-shelf Models
- All off-the-self models share common
characteristics - Use nationally standardized and reported data
- Rely on a core Input-Output model to capture
relationships across industries - Regional detail for models are generally derived
by adjusting national data to fit the local
economy - Hence, off-the-self models are fairly comparable.
10The Input-Output Table
- Input-Output table estimates what each industry
buys from all other industries within the region
to make a dollars worth of output. - When one industry increases production, it
increases its purchases of inputs from other
industries. - Hence a 1 increase in production will generally
lead to more than 1 increase in production in
all industries
11The Input-Output Table Example
- Example
- Steel industry uses coal to fire its blast
furnaces and to mix with iron ore - Coal industry uses steel in its equipment and to
brace tunnels - When steel is sold, demand for coal increases
- When coal is sold, demand for steel increases
12The Input-Output Table Example
- Imagine that
- 100 of steel requires 10 of coal
- 100 of coal requires 5 of steel
- Imagine that both industries are found locally
- Consider the local impacts if a new customer buys
100 worth of steel
13The Input-Output Table Example
- Hence a 100 purchase has led to more than 100
worth of local production - The ratio of Total Impact to Direct Impact is
known as the multiplier and is always greater
than 1 - In our example
- This multiplier is the same if the increase in
demand for steel is 100, 200, or 1 million - Simply take the dollar value and multiply it by
the multiplier to get the total impact
14The Input-Output Table, Continued
- This example demonstrates the working of the core
of all off-the-shelf models - Rather than limiting the relationships to two
industries, these models track the local input
requirements of all local industries - RIMS, IMPLAN, and EconomicImpact report the full
spectrum of federally reported industries - REMI aggregates industries into 169 categories
15The Input-Output Table, Continued
- In a similar fashion household wages and
expenditures are recorded. In the steel/coal
example, - both the steel and the coal industries hire
additional workers to produce the added output - These additional workers spend part of their
wages on goods and services provided locally - Benefiting firms will similarly hire additional
workers to accommodate the increased demand.
16Off-the-shelf Models, Continued
- Several options exist for off-the-shelf models.
- BEA RIMS II (Bureau of Economic Analysis)
- Impact and Planning (Minnesota IMPLAN Group)
- Policy Insight (REMI, Inc.)
- EconomicImpact (EMSI)
17Back to Off-the-Shelf Models
- RIMS II
- Provides only the Multipliers for 473 industries
- Useful in building custom models around the
input-output table - Inexpensive (about 225 per district)
- Static, making no room for modification of the
underlying data - Data is updated every five-years
18Back to Off-the-Shelf Models
- IMPLAN Pro.
- Provides the modeling environment used to produce
the RIMS II multipliers for 509 industries - Dynamic in that it allows the user to provide
informed modifications to the underlying data - Inexpensive (2000 per year)
- Data is updated annually
- Expands on RIMS to include flows to and from
government sectors - STRICTLY DEMAND DRIVEN
19Back to Off-the-Shelf Models
- Policy Insight
- Expands on the IMPLAN methodology with greater
model coverage for 169 industries - Dynamic in that it allows the user to provide
informed modifications to the underlying data - Expensive (varies based on number of industry
components and geographic area for model) - Relaxes many of the model assumptions fund in
IMPLAN - PROVIDES BOTH SUPPLY-SIDE AND DEMAND-SIDE IMPACTS
- Provides forecasts
20Back to Off-the-Shelf Models
- EconomicImpact EMSI (Limited information on)
- This model seems to be built to identify human
resource needs (training, occupations, etc.) - Provides the modeling environment used to produce
the RIMS II multipliers - Dynamic in that it allows the user to provide
informed modifications to the underlying data
before calculating the multipliers - Web-based
- Provides forecasts
21Comparison Tableau
22(No Transcript)
23- For further information, contact
24Appropriateness of the Model Assumptions
Omit this slide
- Wages are allowed to change
D
D
25Appropriateness of the Model Assumptions
Omit this slide
- Wages are assumed constant