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Economic Models for

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Rely on a core Input-Output model to capture relationships across industries ... When one industry increases production, it increases its purchases of inputs ... – PowerPoint PPT presentation

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Title: Economic Models for


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  • Economic Models for
  • Impact Assessment
  • Steven R. Miller
  • Senior Research Analyst
  • Center for Economic Analysis
  • Presented to the MI-SBTDC

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Economic 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

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Economic 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

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Economic 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

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Appropriateness 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
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Appropriateness 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

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Types 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

9
Off-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.

10
The 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

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The 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

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The 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

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The 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

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The 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

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The 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.

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Off-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)

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Back 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

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Back 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

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Back 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

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Back 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

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Comparison Tableau
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  • For further information, contact

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Appropriateness of the Model Assumptions
Omit this slide
  • Wages are allowed to change

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Appropriateness of the Model Assumptions
Omit this slide
  • Wages are assumed constant
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