ECON 410 · Section 4 · Module D — Deeper Dive Interactive Lab

Growth math · Solow steady states · Golden Rule · Growth accounting · Practice — Mankiw Ch.8–9

Growth rates and doubling time

Pick an annual growth rate and watch how the economy doubles over decades.
1.7
Exact doubling time
T = ln(2)/ln(1+g)
41.1 years
Rule of 70 (approximation)
T ≈ 70/g
41.2 years

Compound growth over 50 years

Y_t = Y_0 · (1+g)^t. Even small growth rates compound to large gaps over generations.

Famous benchmarks

EpisodegDoubling time
U.S. real GDP per capita 1820–20161.7%~41 years
U.S. real GDP (total) 1820–20163.5%~20 years
China GDP per capita 1980–20148.8%~8 years
South Korea GDP per capita 1960–20106.0%~12 years
Japan post-WWII 1950–19905.5%~13 years

Solow Model — three versions

Pick parameters. The tool computes k*, y*, c* and time path. Compare versions 1, 2, 3.

Choose Solow version

0.50
0.30
0.10
0.010
0.020
y = k^0.50; steady state: σ·y* = δ·k* → k* = (σ/δ)^(1/(1−α))

Steady-state values

k* (capital per worker/effective worker)9.00
y* (output per worker/effective worker)3.00
c* (consumption)2.10
Saving = Investment0.90

Steady-state growth rates

Output growth g_Y0%
Per-capita growth g_y0%

Version 1: no long-run growth. Switch to v3 to see sustained per-capita growth at rate g.

Transition path (k_1 = half of k*)

Golden Rule explorer

Move σ and find the saving rate that maximizes long-run consumption per capita.
0.50
0.10
0.30
Golden Rule: σ_gold = α (capital share) under Cobb-Douglas

Your saving rate σ vs the Golden Rule

Golden Rule σ_gold0.50
Your σ0.30
RegimeBelow Golden Rule

Steady-state outcomes

k* (your σ)3.59
y* (your σ)1.90
c* (your σ)1.33
c_gold (Golden Rule)2.50

Consumption vs saving rate

You are BELOW the Golden Rule. Raising σ toward σ_gold would increase your long-run consumption. The U.S. is in this regime.

Growth accounting calculator

Compute the Solow residual (TFP growth) from data on output, capital, and labor growth.
3.4
3.3
1.4
0.30
g_A = g_Y − α·g_K − (1 − α)·g_L
TFP growth (Solow residual)
1.43%

Decomposition

Capital contribution (α·g_K)0.99%
Labor contribution ((1−α)·g_L)0.98%
TFP contribution1.43%
Sum (should = g_Y)3.40%

TFP share of growth

42%

In U.S. 1948-2016, TFP contributed roughly 32% of growth. In 1948-73 it was 44% (rapid TFP). In 1973-2016 it was just 23% (productivity slowdown).

Practice quiz — Section 4 v3

10 questions on Solow + growth accounting. Practice Exam 2 style.
Score: 0/10