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solow model production function
Y = AK^alpha power * L^(1 - alpha power)
𝑌=𝐴𝐾𝛼𝐿1−𝛼
capital accumulation equation
Kt+1=(1−delta)Kt +It
𝐾𝑡+1=(1−𝛿)𝐾𝑡+𝐼𝑡
what does the capital accumulation equation say
next period’s capital is equal to today’s capital minus the amount lost to depreciation, plus new investment
constant savings rate assumption equation
It = sYt
what does the constant saving rate assumption say
says country saves constant fraction s of output
expenditure equation for GDP
Yt=Ct+It+G+Nx
explain the expenditure equation for gdp
arises because we are ignoring government purchases and net exports for simplicity
what does the expenditure equation for gdp imply
Ct = (1-s)Yt: output not saved is consumed
where is the steady state on the solow diagram
where the investment curve crosses the depreciation line (Kt = K*)
what does the phase diagram show
there is a unique steady state and we always converge to it
continuously compounded growth rate formula
yx = (lnx - lnx-n)/n
per-worker production function
y=Akalpha
growth accounting formula for per-worker GDP
γy=γA+αγk, Yy = YA + alphaYk
formula for constant returns to scale
Y = A*K^(1/3)*L^(2/3)
formula for annual growth rate from 1 year to the next
g = (xt + 1) - 1 = (xt + 1 - xt)/xt
formula for gdp of a country after multiple years of growth
x(t+n) = (1 + g)^(n) * xt
growth rate for multiple years of growth
g = ((x(t+n)) / (xt))^(1/n)-1
continuously compounded growth rate from one year to the next
Y = lnx(t+1) - lnx(t)
continually compounded multi-year average growth (per year)
Y = (lnx[t] - lnx[t-n])/n
how do we compare real gdp per capita across countries?
use the same prices in each country to avoid low-price countries looking artificially poor
How much has the U.S. real GDP per capita grown per year
about 1.7% per year since about 1870.
Pre‑1700 vs modern frontier growth:
Before 1700, even frontier countries had growth of ≤ 0.1% per year.
After about 1820, frontier growth accelerated to about 2% per year.
Divergence across countries:
Before 1600, real GDP per capita was much more similar across countries.
Today, it differs by a factor of about 100 between the poorest and richest countries.
Growth miracles and disasters:
Miracles like China have caught up substantially to the frontier, especially since 1980.
Disasters like parts of sub‑Saharan Africa have seen long periods of stagnation or decline
Convergence:
There has been convergence of GDP per capita among OECD (rich) countries,
but not convergence for the world as a whole.
Broadly shared growth recently:
Growth has been broadly shared across much of the world in the last 50 years.
marginal product of capital
𝑀PK = 𝛼𝐴𝐾^(𝛼−1) 𝐿^(1−𝛼) = 𝛼𝐴(𝐾/𝐿) ^(𝛼−1) = 𝛼𝑌/𝐾
marginal product of labor
𝑀P𝐿 = (1 − 𝛼)𝐴𝐾^𝛼𝐿^−𝛼 = (1 − 𝛼)𝐴(𝐾/𝐿)^𝛼 = (1 − 𝛼)𝑌/𝐿
cobb-douglas production function
𝑌 = 𝐴𝐾^𝛼*𝐿^(1−𝛼)
Cobb–Douglas with competition
Y = rK + wL
consumption equation (combining investment equation w/national income identity)
C[t] = Y[t]*(1-s)
equation for change in capital
ΔK[t]=K[t+1] − K[t] = sAK[t]^(α)*L^(1−α)−δKt
transitional dynamics
period when a permanent change in a parameter (like the saving rate s) makes the economy grow temporarily as it moves to a new steady state
what are limitations of the solow model
But differences in saving rates alone are too small to explain the huge gaps in GDP per capita across countries.
The model also cannot explain sustained long‑run growth in rich countries like the U.S.: if only capital accumulates, growth must eventually stop.
Persistent growth suggests something else (TFP AA) must keep improving.
what is the golden-rule saving rate for cobb-douglas
s[golden] = alpha
romer model
growth of TFP is related to the amount of research and development that a country does; a country can affect the growth rate of TFP by incentivizing research (patents, subsidies)