The global economy the production function
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The Global Economy The Production Function. Roadmap. Questions to answer Production function theory Capital and labor inputs Productivity. What can growth theory tell us?. Why do some countries grow quickly? What produces a growth “miracle?” Can miracles be replicated?

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The global economy the production function

The Global EconomyThe Production Function


Roadmap

Roadmap

  • Questions to answer

  • Production function theory

  • Capital and labor inputs

  • Productivity


What can growth theory tell us

What can growth theory tell us?

  • Why do some countries grow quickly?

  • What produces a growth “miracle?”

  • Can miracles be replicated?

  • Does a country save “too much?”

  • How can we forecast long-run growth?


Why theory

Why theory?

  • Theory is a tool to help organize thoughts

  • Theory is a framework for analyzing data

  • Theory helps simplify a complex world


Theory the moving parts

Theory: the moving parts

GDP

Capital & Labor

Productivity

Political Process

“Institutions”


Production function

Production function

  • Idea: relate output to inputs

  • Mathematical version:

  • Definitions:

    • K = quantity of physical capital used in production (plant and equipment)

    • L = quantity of labor used in production

    • A = total factor productivity (everything else)


Production function properties

Production function properties

  • More inputs lead to more output

    • Positive marginal products of capital and labor

    • Marginal product = partial derivative of production function

  • Diminishing marginal products

    • If we increase one input, each increase leads to less additional output

  • Constant returns to scale

    • If we double **both** inputs, we double output


Production function properties1

Production function properties


What is labor s income share

What is labor’s income share?

  • Cobb-Douglas production function has several special properties

  • An important one: when firm’s maximize profits

    • The share of value added paid to labor is

    • The share of value added paid to capital is

  • From last week:

    • Labor is paid 2/3 of GDP (value added)

    • So


What is labor s income share1

What is labor’s income share?

  • Profit maximization

  • First order conditions (marg. rev = marg. cost)


What is labor s income share2

What is labor’s income share?

  • Work with the second condition

  • Multiply each side by L

  • Substitute Y on left side and note that right side is payments to labor to estimate alpha:


Gdp by income type

GDP by income type

labor compensation

rentalincome

corp. profits

interest


Inputs capital

Inputs: capital

  • Meaning: physical capital; plant and equipment

  • Why does it change?

    • Depreciation/destruction

    • New investment

  • Mathematical version:


Investment composition

Investment composition


What is the return to capital

What is the return to capital?

  • Real return = interest rate - depreciation


Inputs labor

Inputs: labor

  • Labor = units of work effort

  • Why does it change?

    • Population growth

    • Fraction of population employed (extensive margin)

    • Hours worked per worker (intensive margin)


Inputs labor1

Inputs: labor

  • Adjustments for quality?

    • Skill: education? experience?

  • Mathematical version

    • Human capital = H (years of school?)


Gdp per capita

GDP per capita

Mexico

China


Gdp per working age person

GDP per working age person

Mexico

China


The global economy the production function

GDP

Mexico GDP per Working Age Person

Mexico GDP per Capita

China GDP per Working Age Person

China GDP per Capita


Productivity

Productivity

  • Standard number:

    • Average product of labor: Y/L

  • Our number:

    • Total Factor Productivity: Y/F(K,L)

  • How do we measure it?

    • Solve the production function for A

  • Measure Y, K, L from the data, then compute A


Productivity1

Productivity

  • Example (US): Y/L = 33, K/L = 65

  • Note: the TFP number by itself is meaningless, but comparisons across countries or time are useful.


Production function takeaways

Production function takeaways

  • The production function links output to inputs and productivity:

  • The capital input (K):

    • Plant and equipment, a consequence of investment (I)

  • The labor input (L):

    • Population growth, age distribution, participation and hours

  • TFP (A) can be inferred from data on output and inputs

    • TFP is “everything else”


The global economy solow growth model

The Global EconomySolow Growth Model


What can growth theory tell us1

What can growth theory tell us?

  • Why do some countries grow quickly?

  • What produces a growth “miracle?”

  • Can miracles be replicated?

  • Does a country save “too much?”

  • How can we forecast long-run growth?


A brief history of time

A brief history of time

Source: Maddison website. For life expectancy, Maddison, 2001. Life expectancy shown in 2008 is for the year 2000.


Trends are important

Trends are important

Source: Maddison, “Historical Statistics for the World Economy”


Gdp per capita1

GDP per capita

Source: Maddison website.


Where we are how we got there

Where we are, how we got there

  • In the beginning, and for a long time, we were

    • Very poor

    • Short-lived

  • Around 1800, growth occurs in some countries

    • Transition to a “modern” economy differs across countries

  • Result: large differences in GDP per capita levels across countries today

  • Some countries overcame their late start, e.g., South Korea, Japan


Gdp growth rates 1975 2010

GDP growth rates, 1975-2010

Source: World Bank, World Development Indicators, 2000 prices in USD


Long run growth facts

Long run growth facts

  • Huge variation in cross-country income

  • Large variation in growth rates

    • Poor countries grow slowly

    • Rich countries grow moderately

    • Some poor countries grow very fast


Capital accumulation and growth

Capital accumulation and growth

  • Can capital accumulation sustain growth?

  • Can capital accumulation explain miracles?

  • How does population growth affect growth?

  • How do saving rates affect growth?

  • Reoccurring themes in politics


Simple model

Simple model

  • Production function

  • Capital accumulation equation

  • Saving flow equation


Savings rates

Savings rates

  • Assumption: constant saving rate

  • Is this a good assumption?

    • How would we check?

  • Savings identity


Savings

Savings

Private + Government Consumption

Investment = Saving - NX

Net Exports


Solow model

Solow model

  • Production function

  • Capital accumulation equation

  • Saving=investment equation

  • Saving determined by


Solow model1

Solow model

  • Combining the equations

  • Evolution of the capital stock

  • Two forces: investment, depreciation


Solow model dynamics

Solow model: dynamics

output

saving

depreciation


Solow model steady state

Solow model: steady state

  • Eventually: constant K, => Y, K/L, and Y/L

  • Eventually K stops changing

  • This is the steady state


Solow model steady state1

Solow model: steady state

output

saving

depreciation


Solow model convergence

Solow model: convergence

  • Do we see convergence?

  • What data could we use to test this implication of the theory?

    • GDP per capita

    • GDP per capita vs. growth rates

    • What would we see?


Convergence log of real per capita gdp ppp 2005 chained us

Convergence?Log of Real Per Capita GDP (PPP, 2005 Chained US$)

Source: Penn World Tables 6.3


Convergence log of real per capita gdp ppp 2005 chained us1

Convergence?Log of Real Per Capita GDP (PPP, 2005 Chained US$)


Saving

Saving?

  • How does the saving rate affect growth?

  • See Solow.xls


Solow model saving

Solow model: saving

output

high saving

low saving

depreciation


Population growth

Population growth?

  • More on this next week, but…

  • Increases GDP, decreases GDP per capita

  • Must invest more to provide capital for new workers

  • In data, doesn’t vary enough to account for growth experiences


Solow model takeaways

Solow model takeaways

  • Solow model

    • Growth from saving-financed increases in capital

    • Convergence property: growth eventually stops

    • Conclusion: capital can’t be the key to growth

    • Value: tool for exploring growth of emerging economies

  • What are we missing?

    • TFP growth


For the ride home

For the ride home

  • Is aid ($$) good for developing countries?

    • Bono: yes

    • Bill Easterly (NYU faculty): maybe, proof?

  • In the Solow model

    • Is money/capital helpful?

    • What else might be?


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