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M ACROECONOMICS © 2008 by W. W. Norton & Company. All rights reserved Charles I. Jones 5 The Solow Growth Model

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2 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model 5.1 Introduction In this chapter, we learn: how capital accumulates over time, helping us understand economic growth. the role of the diminishing marginal product of capital in explaining differences in growth rates across countries. the principle of transition dynamics: the farther below its steady state a country is, the faster the country will grow. the limitations of capital accumulation, and how it leaves a significant part of economic growth unexplained.

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3 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model The Solow growth model is the starting point to determine why growth differs across similar countries it builds on the production model by adding a theory of capital accumulation developed in the mid-1950s by Robert Solow of MIT the basis for the Nobel Prize he received in 1987

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4 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model The Solow growth model capital stock is no longer exogenous capital stock is endogenized: converted from an exogenous to an endogenous variable. the accumulation of capital as a possible engine of long-run economic growth

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5 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model 5.2 Setting Up the Model Start with the production model from chapter 4 and add an equation describing the accumulation of capital over time. Production The production function: is Cobb-Douglas has constant returns to scale in capital and labor has an exponent of one-third on capital Variables are time subscripted as they may potentially change over time

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6 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model Output can be used for either consumption (Ct) or investment (It) A resource constraint describes how an economy can use its resources Capital Accumulation capital accumulation equation: the capital stock next year equals the sum of the capital started with this year plus the amount of investment undertaken this year minus depreciation

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7 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model Depreciation is the amount of capital that wears out each period the depreciation rate is viewed as approximately 10 percent Thus the change in the capital stock is investment less depreciation represents the change in the capital stock between today, period t, and next year, period t+1

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8 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model Labor the amount of labor in the economy is given exogenously at a constant level Investment the amount of investment in the economy is equal to a constant investment rate times total output remember that total output is used for either consumption or investment therefore, consumption equals output times the quantity one minus the investment rate

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9 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model The Model Summarized

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10 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model 5.3 Prices and the Real Interest Rate If we added equations for the wage and rental price, the MPL and the MPK would pin them down, respectively -- omitting them changes nothing. the real interest rate is the amount a person can earn by saving one unit of output for a year or equivalently, the amount a person must pay to borrow one unit of output for a year measured in constant dollars, not in nominal dollars

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11 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model saving is the difference between income and consumption Saving equals investment: a unit of saving is a unit of investment, which becomes a unit of capital: therefore the return on saving must equal the rental price of capital the real interest rate in an economy is equal to the rental price of capital, which is equal to the marginal product of capital

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12 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model To solve the model, write the endogenous variables as functions of the parameters of the model and graphically show what the solution looks like and solve the model in the long run. combine the investment allocation equation with the capital accumulation equation net investment is investment minus depreciation substitute the supply of labor into the production function: (change in capital)(net investment) 5.4 Solving the Solow Model

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13 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model We now have reduced our system of ve equations and ve unknowns to two equations and two unknowns: The key equations of the Solow Model are these: The production function And the capital accumulation equation How do we solve this model? We graph it, separating the two parts of the capital accumulation equation into two graph elements: saving = investment and depreciation

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14 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model Investment, Depreciation Capital, K t At this point, dK t = sY t, so The Solow Diagram graphs these two pieces together, with K t on the x-axis:

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15 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model Figure 5.1: The Solow Diagram Depreciation: d K Investment: s Y Investment, depreciation Capital, K K* Net investment K0K0

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16 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model Using the Solow Diagram the amount of investment is greater than the amount of depreciation, the capital stock will increase the capital stock will rise until investment equals depreciation: this point, the change in capital is equal to 0, and absent any shocks, the capital stock will stay at this value of capital forever the point where investment equals depreciation is called the steady state

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17 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model Suppose the economy starts at this K 0 : Investment, Depreciation Capital, K t K0K0 We see that the red line is above the green at K 0 : Saving = investment is greater than depreciation So K t > 0 because Then since K t > 0, K t increases from K 0 to K 1 > K 0 K1K1

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18 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model Now imagine if we start at a K 0 here: Investment, Depreciation Capital, K t K0K0 At K 0, the green line is above the red line Saving = investment is now less than depreciation So K t < 0 because Then since K t < 0, K t decreases from K 0 to K 1 < K 0 K1K1

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19 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model We call this the process of transition dynamics: Transitioning from any K t toward the economys steady-state K*, where K t = 0 Investment, Depreciation Capital, K t At this value of K, dK t = sY t, so K*K* No matter where we start, well transition to K*!

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20 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model when not in steady state, the economy obeys transition dynamics or in other words, the movement of capital toward a steady state notice that when depreciation is greater than investment, the economy converges to the same steady state as above at the rest point of the economy, all endogenous variables are steady transition dynamics take the economy from its initial level of capital to the steady state

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21 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model using the production function, it is evident that as K moves to its steady state by transition dynamics, output will also move to its corresponding steady state by transition dynamics note that consumption is the difference between output and investment Output and Consumption in the Solow Diagram

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22 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model We can see what happens to output, Y, and thus to growth if we rescale the vertical axis: Investment, Depreciation, Income Capital, K t K* Saving = investment and depreciation now appear here Now output can be graphed in the space above in the graph We still have transition dynamics toward K* So we also have dynamics toward a steady-state level of income, Y* Y*Y*

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23 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model Figure 5.2: The Solow Diagram with Output Investment, depreciation, and output Capital, K Y0Y0 K0K0 Y* K* Consumption Depreciation: d K Investment: s Y Output: Y

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24 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model in the steady state, investment equals depreciation. If we evaluate this equation at the steady-state level of capital, we can solve mathematically for it the steady-state level of capital is positively related with the investment rate, the size of the workforce and the productivity of the economy the steady-state level of capital is negatively correlated with the depreciation rate Solving Mathematically for the Steady State

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25 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model What determines the steady state? We can solve mathematically for K* and Y* in the steady state, and doing so will help us understand the model better In the steady state:

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26 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model If we know K*, then we can find Y* using the production function:

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27 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model This equation also tells us about income per capita, y, in the steady state:

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28 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model notice that the exponent on the productivity parameter is greater than in the chapter 4 model: this results because a higher productivity parameter raises output as in the production model. however, higher productivity also implies the economy accumulates additional capital. the level of the capital stock itself depends on productivity

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29 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model The Capital-Output Ratio the capital to output ratio is given by the ratio of the investment rate to the depreciation rate: while investment rates vary across countries, it is assumed that the depreciation rate is relatively constant 5.5 Looking at Data through the Lens of the Solow Model

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30 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model Empirically, countries with higher investment rates have higher capital to output ratios:

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31 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model Differences in Y/L the Solow model gives more weight to TFP in explaining per capita output than the production model does Just like we did before with the simple model of production, we can use this formula to understand why some countries are so much richer take the ratio of y* for a rich country to y* for a poor country, and assume the depreciation rate is the same across countries: 45=18x2.5

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32 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model Now we find that the factor of 45 that separates rich and poor countrys income per capita is decomposable into: A 10 3/2 = 18-fold difference in this productivity ratio term A (30/5) 1/2 = 6 1/2 = 2.5-fold difference in this investment rate ratio In the Solow Model, productivity accounts for 18/20 = 90% of differences! 45=18x2.5

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33 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model the economy will settle in a steady state because the investment curve has diminishing returns however, the rate at which production and investment rise is smaller as the capital stock is larger a constant fraction of the capital stock depreciates every period, which implies depreciation is not diminishing as capital increases 5.6 Understanding the Steady State

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34 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model In summary, as capital increases, diminishing returns implies that production and investment increase by less and less, but depreciation increases by the same amount. Eventually, net investment is zero and the economy rests in steady state. There are diminishing returns to capital: less Y t per additional K t That means new investment is also diminishing: less sY t = I t But depreciation is NOT diminishing; its a constant share of K t

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35 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model there is no long-run economic growth in the Solow model in the steady state: output, capital, output per person, and consumption per person are all constant and growth stops both constant 5.7 Economic Growth in the Solow Model

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36 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model empirically, economies appear to continue to grow over time thus capital accumulation is not the engine of long-run economic growth saving and investment are beneficial in the short- run, but diminishing returns to capital do not sustain long-run growth in other words, after we reach the steady state, there is no long-run growth in Y t (unless L t or A increases)

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37 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model while the Solow model does not explain long-run economic growth, it does help to explain some differences across countries economists can experiment with the model by changing parameter values An Increase in the Investment Rate the investment rate increases permanently for exogenous reasons the investment curve rotates upward, but the deprecation line remains unchanged 5.8 Some Economic Experiments

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38 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model Investment, depreciation Capital, K New investment exceeds depreciation Depreciation: d K K ** K*K* Old investment: s Y Figure 5.4: An Increase in the Investment Rate

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39 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model the economy is now below its new steady state and the capital stock and output will increase over time by transition dynamics the long run, steady-state capital and steady-state output are higher What happens to output in response to this increase in the investment rate? the rise in investment leads capital to accumulate over time this higher capital causes output to rise as well output increases from its initial steady-state level Y* to the new steady state Y**

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40 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model Figure 5.5: The Behavior of Output Following an Increase in s Investment, depreciation, and output Capital, K Y*Y* K*K* Y ** K ** Depreciation: d K Output: Y New investment: s Y Old investment: s Y (a) The Solow diagram with output.

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41 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model Figure 5.5: The Behavior of Output Following an Increase in s (cont.) (b) Output over time. Y*Y* Y ** Output, Y (ratio scale) Time, t

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42 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model A Rise in the Depreciation Rate the depreciation rate is exogenously shocked to a higher rate the depreciation curve rotates upward and the investment curve remains unchanged the new steady state is located to the left: this means that depreciation exceeds investment the capital stock declines by transition dynamics until it reaches the new steady state note that output declines rapidly at first but less rapidly as it converges to the new steady state

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43 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model Figure 5.6: A Rise in the Depreciation Rate Investment, depreciation Capital, K Depreciation exceeds investment K ** K*K* New depreciation: d K Old depreciation: d K Investment: s Y

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44 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model What happens to output in response to this increase in the depreciation rate? the decline in capital reduces output output declines rapidly at rst, and then gradually settles down at its new, lower steady-state level Y**

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45 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model Figure 5.7: The Behavior of Output Following an Increase in d Investment, depreciation, and output Capital, K New depreciation: d K Output: Y Investment: s Y Old depreciation: d K Y ** K ** Y*Y* K*K* (a) The Solow diagram with output.

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46 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model Figure 5.7: The Behavior of Output Following an Increase in d (cont.) Output, Y (ratio scale) Time, t Y ** Y*Y* (b) Output over time.

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47 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model Try experimenting with all the parameters in the model: 1.Figure out which curve (if either) shifts. 2.Follow the transition dynamics of the Solow model. 3.Analyze the steady-state values of capital, output, and output per person. Experiments on Your Own

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48 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model 5.9 The Principle of Transition Dynamics when the depreciation rate and the investment rate were shocked, output was plotted over time on a ratio scale ratio scale allows us to see that output changes more rapidly the further we are from the steady state as the steady state is approached, growth shrinks to zero

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49 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model the principle of transition dynamics says that the farther below its steady state an economy is, in percentage terms, the faster the economy will grow similarly, the farther above its steady state, in percentage terms, the slower the economy will grow this principle allows us to understand why economies may grow at different rates at the same time

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50 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model Understanding Differences in Growth Rates empirically, OECD countries that were relatively poor in 1960 grew quickly while countries that were relatively rich grew slower if the OECD countries have the same steady state, then the principle of transition dynamics predicts this looking at the world as whole, on average, rich and poor countries grow at the same rate two implications: (1) most countries have already reached their steady states; and (2) countries are poor not because of a bad shock, but because they have parameters that yield a lower steady state

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51 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model

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52 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model

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53 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model 5.10 Strengths and Weaknesses of the Solow Model The strengths of the Solow model are: 1.It provides a theory that determines how rich a country is in the long run. 2.The principle of transition dynamics allows for an understanding of differences in growth rates across countries. The weaknesses of the Solow model are: 1.It focuses on investment and capital, while the much more important factor of TFP is still unexplained. 2.It does not explain why different countries have different investment and productivity rates. 3.The model does not provide a theory of sustained long-run economic growth.

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54 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model Summary 1.The starting point for the Solow model is the production model of Chapter 4. To that framework, the Solow model adds a theory of capital accumulation. That is, it makes the capital stock an endogenous variable. 2.The capital stock is the sum of past investments. The capital stock today consists of machines and buildings that were bought over the last several decades.

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55 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model 3.The goal of the Solow model is to deepen our understanding of economic growth, but in this its only partially successful. The fact that capital runs into diminishing returns means that the model does not lead to sustained economic growth. As the economy accumulates more capital, depreciation rises one-for-one, but output and therefore investment rise less than one-for- one because of the diminishing marginal product of capital. Eventually, the new investment is only just sufcient to offset depreciation, and the capital stock ceases to grow. Output stops growing as well, and the economy settles down to a steady state.

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56 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model 4.There are two major accomplishments of the Solow model. First, it provides a successful theory of the determination of capital, by predicting that the capital-output ratio is equal to the investment- depreciation ratio. Countries with high investment rates should thus have high capital-output ratios, and this prediction holds up well in the data.

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57 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model 5.The second major accomplishment of the Solow model is the principle of transition dynamics, which states that the farther below its steady state an economy is, the faster it will grow. While the model cannot explain long-run growth, the principle of transition dynamics provides a nice theory of differences in growth rates across countries. Increases in the investment rate or total factor productivity can increase a countrys steady-state position and therefore increase growth, at least for a number of years. These changes can be analyzed with the help of the Solow diagram.

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58 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model 6.In general, most poor countries have low TFP levels and low investment rates, the two key determinants of steady-state incomes. If a country maintained good fundamentals but was poor because it had received a bad shock, we would see it grow rapidly, according to the principle of transition dynamics.

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59 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model Figure 5.10: Investment in South Korea and the Philippines, Investment rate (percent) Year U.S. South Korea Philippines

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60 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model Figure 5.11: The Solow Diagram Investment, depreciation, and output Capital, K Y0Y0 K0K0 Y* K* Output: Y Depreciation: d K Investment: s Y

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61 © 2008 by W. W. Norton & Company. All rights reserved CHAPTER 5 The Solow Growth Model Figure 5.12: Output Over Time, Output, Y (ratio scale) Time, t Y*Y* Y0Y0

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