Chapter 8Intermediate Macro

Introduction

Chapter 5 introduced the national accounts and the business cycle. This chapter builds the workhorse models of intermediate macroeconomics: the IS-LM model for analyzing short-run fluctuations and the Solow growth model for understanding long-run economic performance.

These models occupy different time horizons. IS-LM asks: given existing productive capacity, how do shocks to demand or monetary policy affect output and interest rates in the short run? Solow asks: what determines a country's standard of living in the long run, and why are some countries rich and others poor?

By the end of this chapter, you will be able to:
  1. Derive the IS and LM curves and solve for short-run equilibrium
  2. Analyze fiscal and monetary policy in the IS-LM framework
  3. Use the AD-AS model to incorporate the price level
  4. Set up and solve the Solow growth model for steady state
  5. Compute the golden rule saving rate
  6. Perform growth accounting

8.1 The Keynesian Cross

The Keynesian cross is the simplest model of short-run output determination. It starts from a powerful idea attributed to Keynes: in the short run, aggregate demand determines output. If people want to spend more, firms produce more to meet that demand. If people want to spend less, firms cut production. Prices are held fixed — they adjust only in the longer run. (This sticky-price assumption will be formalized with microfoundations in Chapter 15.)

The model starts from the expenditure identity $Y = C + I + G + NX$ and makes planned expenditure a function of income.

Autonomous consumption. The component of consumption $C_0$ that does not depend on current income. It reflects baseline spending needs and consumer confidence.
Marginal propensity to consume (MPC). The fraction of each additional dollar of disposable income that is spent on consumption: $c = \Delta C / \Delta(Y - T)$, where \$1 < c < 1$.
Marginal propensity to save (MPS). The fraction of each additional dollar of disposable income that is saved: \$1 - c$. Since income is either consumed or saved, MPC + MPS = 1.
Consumption function. $C = C_0 + c(Y - T)$, where $C_0$ is autonomous consumption, $c$ is the marginal propensity to consume (\$1 < c < 1$), and $T$ is net taxes.
$$C = C_0 + c(Y - T)$$ (Eq. 8.1)

If $c = 0.8$, then for every additional dollar of disposable income, the household spends 80 cents and saves 20 cents. The marginal propensity to save is \$1 - c = 0.2$.

Planned expenditure. $PE = C_0 + c(Y - T) + I + G$, where $I$ and $G$ are taken as exogenous.
$$PE = C_0 + c(Y - T) + I + G$$ (Eq. 8.2)

Equilibrium condition: Actual output equals planned expenditure: $Y = PE$. Solving:

$$Y^* = \frac{1}{1 - c}(C_0 - cT + I + G)$$ (Eq. 8.3)
Keynesian multiplier. The factor $\frac{1}{1-c}$ by which a change in autonomous spending is amplified into a larger change in equilibrium output, due to the feedback loop between spending and income.

The term $\frac{1}{1-c}$ is the Keynesian multiplier. A \$1 increase in government spending raises equilibrium output by $\frac{1}{1-c}$.

Why does the multiplier exceed 1? Because of the feedback loop: Government spends an extra \$1 → GDP rises by \$1 → that becomes income, and $c$ of it is spent → GDP rises again by $c$ → and so on. Total: \$1 + c + c^2 + c^3 + \ldots = \frac{1}{1-c}$.

Tax multiplier. The change in equilibrium output per unit change in taxes: $-c/(1-c)$. It is smaller in absolute value than the spending multiplier because a tax cut first becomes income, and only a fraction $c$ is spent.
Balanced-budget multiplier. When government spending and taxes increase by the same amount ($\Delta G = \Delta T$), output rises by exactly $\Delta G$. The balanced-budget multiplier is 1, regardless of the MPC.

Tax multiplier. A tax cut of $\Delta T$ has a smaller multiplier: $-c/(1-c)$. With $c = 0.8$, the tax multiplier is $-4$ vs. the spending multiplier of \$1$. The balanced-budget multiplier is 1.

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Equilibrium: Y* = 1700 | Multiplier = 4.00 | Tax multiplier = −3.00

Figure 8.1. The Keynesian cross. Equilibrium occurs where the planned expenditure line crosses the 45-degree line. Drag sliders to see how the multiplier amplifies changes in $G$, $T$, and $c$.

8.2 The IS Curve

The Keynesian cross holds investment fixed. Now let investment depend on the interest rate: $I = I_0 - dr$, where $d > 0$ captures the sensitivity of investment to the real interest rate $r$. Higher interest rates raise the cost of borrowing, reducing investment.

Substituting into the equilibrium condition:

$$Y = \frac{1}{1-c}(C_0 - cT + I_0 - dr + G)$$ (Eq. 8.4)
IS curve. The locus of $(Y, r)$ combinations for which the goods market is in equilibrium (planned expenditure = output). It slopes downward: higher interest rates reduce investment, lowering equilibrium output.

This gives a negative relationship between $r$ and $Y$: higher interest rates reduce investment, which reduces output through the multiplier. This is the IS curve — named because, in equilibrium, investment equals saving.

$$\text{IS}: \quad Y = \frac{1}{1-c}(C_0 - cT + I_0 + G) - \frac{d}{1-c}r$$ (Eq. 8.5)

What shifts IS: Increase in $G$ or decrease in $T$: IS shifts right (fiscal expansion). Increase in consumer confidence ($C_0$): IS shifts right. Decrease in investment confidence ($I_0$): IS shifts left.

8.3 The LM Curve

Liquidity preference (money demand). The demand for real money balances as a function of income $Y$ (transactions motive: more income means more transactions) and the interest rate $r$ (opportunity cost of holding money instead of bonds): $L(r, Y) = eY - fr$.
LM curve. The locus of $(Y, r)$ combinations for which the money market is in equilibrium (real money supply = real money demand). It slopes upward: higher income increases money demand, requiring higher interest rates to maintain equilibrium.

The LM curve describes equilibrium in the money market. Money demand depends on income (transactions motive) and the interest rate (opportunity cost):

$$L(r, Y) = eY - fr$$ (Eq. 8.6)

Money market equilibrium: real money supply equals real money demand:

$$\frac{M}{P} = eY - fr$$ (Eq. 8.7)

Solving for $r$:

$$\text{LM}: \quad r = \frac{e}{f}Y - \frac{1}{f}\frac{M}{P}$$ (Eq. 8.8)

The LM curve slopes upward: higher income increases money demand, and with fixed money supply, the interest rate must rise to restore equilibrium.

What shifts LM: Increase in $M/P$ shifts LM right (lower $r$ at each $Y$). Decrease in $M/P$ shifts LM left.

8.4 IS-LM Equilibrium

Simultaneous equilibrium in both goods and money markets occurs where IS and LM intersect.

Example 8.1 — IS-LM Equilibrium

Given: $C = 200 + 0.75(Y-T)$, $T = 100$, $G = 100$, $I = 200 - 25r$, $M/P = 1000$, $L = Y - 100r$.

IS: $Y = 1700 - 100r$   |   LM: $r = (Y - 1000)/100$

Solving: $Y^* = 1350$, $r^* = 3.5\%$

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4002000
50400
Equilibrium: Y* = 1350 | r* = 3.50% | Investment = 112.5 | Crowding out = 0

Figure 8.4. IS-LM equilibrium. The IS curve (goods market) slopes down; the LM curve (money market) slopes up. Drag sliders to shift the curves and see how equilibrium output and interest rates respond. The dashed curves show the baseline position for comparison.

8.5 Fiscal and Monetary Policy in IS-LM

Fiscal Expansion

Crowding out. The reduction in private investment caused by a fiscal expansion: higher government spending raises output, increasing money demand, pushing up the interest rate, and reducing interest-sensitive private investment. Crowding out reduces the fiscal multiplier below its Keynesian cross value.

An increase in $G$ shifts IS right. The new equilibrium has higher $Y$ and higher $r$.

Example 8.2 — Fiscal Expansion

$G$ rises from 100 to 200 ($\Delta G = 100$). New IS: $Y = 2100 - 100r$.

New equilibrium: $Y^* = 1550$, $r^* = 5.5\%$. Output rises by 200, not 400.

Crowding out: Higher $Y$ → higher money demand → higher $r$ → investment falls by 50.

Monetary Expansion

An increase in $M/P$ shifts LM right. New equilibrium: higher $Y$, lower $r$.

Example 8.3 — Monetary Expansion

$M/P$ rises from 1000 to 1200. New equilibrium: $Y^* = 1450$, $r^* = 2.5\%$.

More money → buy bonds → interest rates fall → investment rises → output rises through multiplier.

Policy$\Delta Y$$\Delta r$Effect on investment
Fiscal ($\Delta G = 100$)+200+2.0 ppCrowded out (↓50)
Monetary ($\Delta M/P = 200$)+100−1.0 ppStimulated (↑25)
Liquidity trap. A situation in which the interest rate is at or near zero and monetary policy becomes ineffective. Increasing the money supply does not lower interest rates further (the LM curve is flat at $r = 0$), so monetary expansion cannot stimulate investment. Fiscal policy becomes the only effective tool.
0 (no shock)300 (large shock)
Fiscal: ΔY = 200, Δr = +2.00 pp, ΔI = −50  |  Monetary: ΔY = 100, Δr = −1.00 pp, ΔI = +25
Fiscal Expansion (ΔG)
Monetary Expansion (ΔM/P)

Figure 8.5. Side-by-side comparison. Fiscal expansion (left) shifts IS right — output and interest rates both rise, crowding out investment. Monetary expansion (right) shifts LM right — output rises while interest rates fall, stimulating investment.

8.6 The AD-AS Model

IS-LM holds the price level $P$ fixed. The AD-AS model relaxes this.

From IS-LM to AD

Aggregate demand (AD). The relationship between the price level and total output demanded, derived from IS-LM. AD slopes downward: a higher price level reduces real money balances ($M/P$), shifting LM left, raising the interest rate, and reducing output.

The AD curve is derived from IS-LM by varying $P$ and tracing equilibrium output. Higher $P$ reduces real money balances $M/P$, shifting LM left, raising $r$, reducing investment, lowering output. AD slopes downward in $(Y, P)$ space.

Three reinforcing channels: (1) Interest rate effect (Keynes), (2) Wealth effect (Pigou), (3) Exchange rate effect (Mundell-Fleming).

Aggregate Supply

Short-run aggregate supply (SRAS). The upward-sloping relationship between the price level and output supplied in the short run: $Y = Y_n + \alpha(P - P^e)$. Output exceeds potential when prices exceed expectations because firms temporarily expand production.
Long-run aggregate supply (LRAS). A vertical line at potential output $Y_n$. In the long run, price expectations adjust to equal actual prices ($P^e = P$), so output returns to potential regardless of the price level.
$$Y = Y_n + \alpha(P - P^e)$$ (Eq. 8.9)

SRAS slopes upward: firms expand output when actual prices exceed expectations. LRAS is vertical at potential output $Y_n$ — in the long run, expectations adjust so $P = P^e$.

Demand and Supply Shocks

Demand shock: AD shifts right → short-run: $Y$ and $P$ rise. Long run: SRAS shifts left, $Y$ returns to $Y_n$ at higher $P$.

Stagflation. The simultaneous occurrence of stagnant (or falling) output and rising prices. Stagflation results from an adverse supply shock that shifts SRAS left, creating a painful policy dilemma: expansionary policy restores output but worsens inflation; contractionary policy lowers inflation but deepens the recession.

Supply shock: SRAS shifts left → $Y$ falls and $P$ rises (stagflation). The central bank faces a dilemma: accommodate (restore $Y$ but raise $P$ further) or hold firm (lower $P$ but deepen recession).

Example 8.4 — Supply Shock and Stagflation

An oil price shock shifts SRAS left. Initially the economy is at $Y = Y_n = 1000$, $P = 100$.

After the shock, the new short-run equilibrium: $Y = 900$, $P = 115$. Output falls below potential while prices rise — this is stagflation.

Policy dilemma:

ContractionaryNoneExpansionary
Adverse (cost ↑)NoneFavorable (cost ↓)
Equilibrium: Y = 1000 | P = 100 | Condition: At potential

Figure 8.6. AD-AS model. Drag sliders to apply demand shocks (shifts AD) and supply shocks (shifts SRAS). Watch the price level, output, and economic condition update. LRAS marks potential output.

8.7 The Solow Growth Model

Solow growth model. A model of long-run economic growth in which output depends on capital, labor, and technology. Capital accumulates through saving and depreciates over time. The model predicts convergence to a steady state where output per effective worker is constant and long-run growth is driven entirely by technological progress.

We now shift from the short run to the long run. The Solow model explains why some countries are richer than others and what drives sustained economic growth.

Setup

Production: $Y = AK^\alpha L^{1-\alpha}$ (Cobb-Douglas, CRS). In per-effective-worker terms ($k = K/(AL)$, $y = Y/(AL)$):

$$y = k^\alpha$$ (Eq. 8.10)

Capital accumulation:

$$\dot{k} = sk^\alpha - (n + g + \delta)k$$ (Eq. 8.11)

Steady State

Steady state. The long-run equilibrium of the Solow model where capital per effective worker $k$ is constant ($\dot{k} = 0$). At steady state, investment exactly replaces depreciation and dilution: $sf(k^*) = (n + g + \delta)k^*$. Output per worker grows at rate $g$ (technological progress).

At steady state, $\dot{k} = 0$:

$$k^* = \left(\frac{s}{n + g + \delta}\right)^{1/(1-\alpha)}$$ (Eq. 8.13)
$$y^* = \left(\frac{s}{n + g + \delta}\right)^{\alpha/(1-\alpha)}$$ (Eq. 8.14)

Key implications: (1) Higher saving rate raises steady-state $k^*$ and $y^*$ — but does NOT affect the long-run growth rate. (2) Long-run growth of output per worker is driven entirely by $g$ (technological progress). (3) Countries below their steady state grow faster (convergence).

The Golden Rule

Golden rule saving rate. The saving rate $s_g$ that maximizes steady-state consumption per effective worker. At the golden rule, the marginal product of capital equals the break-even investment rate: $f'(k_g) = n + g + \delta$. For Cobb-Douglas, $s_g = \alpha$.
Dynamic inefficiency. An economy that saves more than the golden rule rate ($s > s_g$) is dynamically inefficient: it could increase consumption in every period (both present and future) by reducing saving. Over-accumulation of capital means the return on capital is below the growth rate.
$$f'(k_g) = n + g + \delta$$ (Eq. 8.15)

For Cobb-Douglas: $s_g = \alpha$. If the economy saves more than $\alpha$, it is dynamically inefficient.

Example 8.5 — Solow Steady State

Parameters: $\alpha = 1/3$, $s = 0.24$, $n = 0.02$, $g = 0.02$, $\delta = 0.05$.

Break-even rate: $n + g + \delta = 0.09$.

$k^* = \left(\frac{s}{n+g+\delta}\right)^{1/(1-\alpha)} = \left(\frac{0.24}{0.09}\right)^{3/2} = (2.667)^{1.5} = 4.35$

$y^* = (k^*)^{1/3} = (4.35)^{1/3} = 1.633$

$c^* = (1-s)y^* = 0.76 \times 1.633 = 1.241$

Output per worker grows at rate $g = 2\%$ per year in steady state.

Example 8.6 — Golden Rule Saving Rate

Using the parameters from Example 8.5, the golden rule saving rate is $s_g = \alpha = 1/3 \approx 0.333$.

Golden rule capital: $k_g = \left(\frac{0.333}{0.09}\right)^{1.5} = (3.704)^{1.5} = 7.13$

Golden rule output: $y_g = (7.13)^{1/3} = 1.925$

Golden rule consumption: $c_g = y_g - (n+g+\delta)k_g = 1.925 - 0.642 = 1.283$

Since the economy saves $s = 0.24 < s_g = 0.333$, it is below the golden rule. Raising the saving rate would increase long-run consumption but require a short-run sacrifice. The economy is not dynamically inefficient.

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2%12%
Steady state: k* = 3.31 | y* = 1.49 | c* = 1.19 | Golden rule s = 0.333

Figure 8.7. Solow diagram. The concave curve is investment $sf(k)$; the straight line is break-even investment $(n+g+\delta)k$. Steady state occurs at their intersection. The golden rule point (where consumption is maximized) is shown for comparison. Drag sliders to see how parameters affect the steady state.

Convergence

Convergence (conditional). The prediction that countries further below their own steady state grow faster. Conditional convergence does not predict that poor countries catch up to rich ones (unconditional convergence), only that each country converges to its own steady state determined by its saving rate, population growth, and technology.

Conditional convergence: Countries further below their steady state grow faster. The mechanism: when $k < k^*$, the marginal product of capital is high, so investment generates large output gains. As $k$ approaches $k^*$, the marginal product falls and growth slows.

Very poor (0.1)At steady stateOver-capitalized (10)
Convergence: Starting at k₀ = 0.50 → k* = 3.31 | Periods to 90% convergence: ~28

Figure 8.8. Solow convergence. The trajectory shows capital per effective worker approaching steady state over time. Drag the initial $k_0$ slider to see how starting point affects convergence speed. Countries further from steady state grow faster initially.

Growth Accounting

Growth accounting. A method for decomposing output growth into contributions from capital accumulation, labor growth, and a residual (TFP). It uses the production function to attribute observed growth to measurable inputs, with the remainder assigned to technological progress.
Total factor productivity (TFP). The component of output not explained by measured inputs (capital and labor). TFP reflects technology, institutional quality, human capital, and all other factors that make inputs more productive.
Solow residual. The empirical measure of TFP growth, computed as the difference between output growth and the weighted sum of input growth: $\Delta A/A = \Delta Y/Y - \alpha \Delta K/K - (1-\alpha) \Delta L/L$. Called a "measure of our ignorance" because it captures everything we cannot attribute to factor accumulation.
$$\frac{\Delta Y}{Y} = \frac{\Delta A}{A} + \alpha \frac{\Delta K}{K} + (1-\alpha)\frac{\Delta L}{L}$$ (Eq. 8.16)

The residual $\Delta A / A$ — total factor productivity (TFP) growth — is the Solow residual. It measures "what we don't know" but accounts for the bulk of growth in developed economies.

0%15%
−2%5%
−2%5%
GDP growth: 4.0% = Capital (1.8%) + Labor (0.7%) + TFP (1.5%)

Figure 8.9. Growth accounting. The stacked bar shows how GDP growth decomposes into contributions from capital accumulation, labor growth, and TFP (the Solow residual). Drag sliders to explore different growth scenarios. Capital share $\alpha = 0.3$.

Thread Example: The Kaelani Republic

IS-LM for Kaelani

Kaelani faces a recession. Given: $C = 1 + 0.8(Y - T)$, $T = 2$, $G = 2.5$ (billions KD), $I = 1.5 - 10r$, $M/P = 4$, $L = 0.5Y - 20r$.

IS: $Y = 17 - 50r$   |   LM: $r = 0.025Y - 0.2$

Equilibrium: $Y^* = 12$, $r^* = 10\%$.

A fiscal expansion of $\Delta G = 0.5$B shifts IS right: new $Y^* = 13.1$, $r^* = 12.8\%$. Output rises by 1.1B but crowding out is substantial.

Solow for Kaelani

Kaelani saves 15% of GDP ($s_K = 0.15$); neighbor Talani saves 25% ($s_T = 0.25$). Both: $\alpha = 1/3$, $n = 0.02$, $g = 0.01$, $\delta = 0.05$.

$y^*_K / y^*_T = (0.15/0.25)^{0.5} = 0.775$. The Solow model predicts Kaelani should be 77.5% of Talani's income — but the observed gap is 2×. The remaining gap must reflect differences in TFP ($A$), human capital, or institutions.

The Historical Lens

In 1936, Keynes published The General Theory during the Great Depression. The IS-LM model, formalized by Hicks in 1937, is the mathematical distillation of Keynes's argument that aggregate demand could be persistently deficient. It dominated macroeconomic policy analysis for decades and remains a useful first approximation.

Summary

Key Equations

LabelEquationDescription
Eq. 8.1$C = C_0 + c(Y-T)$Consumption function
Eq. 8.2$PE = C_0 + c(Y-T) + I + G$Planned expenditure
Eq. 8.3$Y^* = \frac{1}{1-c}(C_0 - cT + I + G)$Keynesian cross equilibrium
Eq. 8.4–8.5IS curveGoods market equilibrium
Eq. 8.6–8.8LM curveMoney market equilibrium
Eq. 8.9$Y = Y^* + \alpha(P - P^e)$Short-run AS
Eq. 8.10$y = k^\alpha$Per-effective-worker production
Eq. 8.11$\dot{k} = sk^\alpha - (n+g+\delta)k$Solow capital accumulation
Eq. 8.12–8.14Steady-state $k^*$ and $y^*$Solow steady state
Eq. 8.15$f'(k_g) = n+g+\delta$Golden rule
Eq. 8.16Growth accounting decompositionTFP residual

Exercises

Practice

  1. Given $C = 100 + 0.8(Y-T)$, $T = 50$, $I = 150 - 10r$, $G = 100$, $M/P = 500$, $L = 0.5Y - 50r$. (a) Derive IS and LM. (b) Solve for $Y^*$ and $r^*$.
  2. In Exercise 1, the government increases $G$ by 50. (a) Find new $Y^*$ and $r^*$. (b) How much was investment crowded out? (c) What is the effective multiplier ($\Delta Y/\Delta G$)?
  3. In Exercise 1, the central bank increases $M/P$ by 100. Find new $Y^*$ and $r^*$. Compare to the fiscal expansion.
  4. Solow model: $\alpha = 0.4$, $s = 0.3$, $n = 0.01$, $g = 0.02$, $\delta = 0.04$. Find $k^*$ and $y^*$.
  5. In Exercise 4, find the golden rule saving rate. Is the economy above or below the golden rule?
  6. An economy grew 5% last year. Capital grew 3%, labor grew 2%, $\alpha = 0.35$. What was TFP growth?

Apply

  1. During the 2008 financial crisis, the U.S. Federal Reserve cut interest rates to near zero but the economy remained sluggish. Using IS-LM, explain the "liquidity trap" — what happens when the LM curve is nearly flat (or the interest rate hits zero)?
  2. Japan's saving rate is much higher than that of the United States, yet Japan's GDP growth has been slower since 1990. Does this contradict the Solow model? Explain using steady state, convergence, and TFP.
  3. Two countries have identical $s$, $n$, and $\delta$ but different TFP levels ($A_1 = 2$, $A_2 = 1$). How much richer is country 1 in steady state? Does the Solow model predict this gap will close?

Challenge

  1. Derive the IS-LM equilibrium for an open economy where $NX = NX_0 - mY + \theta e$, where $e$ is the exchange rate. How does fiscal policy change when the economy is open vs. closed?
  2. Show algebraically that in the Solow model with Cobb-Douglas production, the golden rule saving rate is $s_g = \alpha$. Then show that a country saving more than $\alpha$ is dynamically inefficient.
  3. The "Solow residual" (TFP growth) has been called "a measure of our ignorance." Discuss three specific factors captured in the TFP residual and how they could be separated from true technological progress.