Unit 9 Uneven development on a global scale

9.8 How poor countries get stuck at low growth and how they can grow rapidly

The simple grain-only economy of Section 9.5 helps us to understand what can set off a process of sustained growth of per capita output in an economy, which can take it from low- to middle- or high-income levels. We highlighted there that a windfall harvest provides resources for investment that do not require a fall in consumption. We can generalize the insight that saving enough to expand the level of capital per worker (whether imposed by governments or chosen by households) is more likely to be sustainable when it does not entail reduced current consumption. Reasons relate both to individual psychology and political processes.

Another mechanism through which higher investment can arise without a simultaneous fall in average consumption is through changes in institutions that result in a shift in the distribution of income away from landlords and other elites who save and invest in assets (such as palatial houses and monuments), to capitalists who have to invest in order to survive the competition with other capitalists. The rate of growth in European economies in the late eighteenth and early nineteenth century is thought to have increased in part due to institutional changes of this kind, resulting in a shift in what wealthy people did with the resources at their command. Prior to 1700, the largest buildings in many European towns were churches; after 1800, the largest buildings were factories.

The growth dynamics model

growth dynamics model
A growth dynamics model is an economic model of the process by which a variable changes (grows) over time, in which the growth rate in one period depends in a systematic way on the growth rate in previous periods.
exogenous growth
Growth in aggregate output (GDP) which occurs as a result of independent, unintentional effects such as ‘learning by doing’. This contrasts with endogenous growth, which occurs as a result of intentional actions by economic agents.
endogenous growth
Growth in aggregate output (GDP) which occurs as a result of intentional actions by economic agents, such as investment to raise the capital stock, or R&D to develop a better production process. This contrasts with exogenous growth, which occurs as a result of unintentional effects such as ‘learning by doing’.

In this section, we build on the grain economy model in Section 9.5, but we drop the simplifying assumption that output increases at a constant rate with capital (grain planted), to allow for more general technologies. As before, there is a single good (grain) that is produced, consumed, and invested in by a fixed population of farmers. We will develop a model that distinguishes between two sources of growth—exogenous growth and endogenous growth. And we will explain why we call it the growth dynamics model.

Exogenous growth happens irrespective of the investment decisions made by the farmers. Suppose, for example, that independently of the level of investment, output can be increased by learning and adopting better ways to produce, which we call learning by doing and from others. Perhaps farmers find out from experience (or from observing neighbouring farms) that planting a bit earlier in the spring yields a larger harvest. Exogenous growth is often labelled as ‘technological change’, but it should be thought of much more broadly because it will reflect not only advances in technology but also the institutional framework of the economy. Whether or not new ways of doing things are readily shared and spread across the economy depends on the nature of intellectual property rights and practices, the level and nature of schooling, and the organization of the production process.

Endogenous growth arises through the decisions of farms to invest some of their grain as capital, to raise future output.

To understand how exogenous and endogenous growth combine, we can use the growth accounting equation, which relates the rate of growth of output to the growth rates of the inputs to production and technological progress (explained in Section 9.4). Output growth, \(g^Y\), is the sum of technological progress, \(g^z\), and a weighted average of the growth rates of the inputs. Here we interpret \(g^z\) more widely as exogenous growth, to include learning by doing. In the grain model, the inputs are capital and labour, but the number of farmers does not change (\(g^N = 0\)), and so we can write:

\[g^Y = g^z + \beta g^K\]

where \(g^K\) is the endogenous growth rate of the capital stock. The parameter, \(\beta\), captures the effect on output of net capital investment.

To model net investment, we pick up the idea introduced in Section 9.5 that higher growth in this period (from a bumper harvest, for example) provides the resources for increasing the capital stock without decreasing consumption. This means that investment contributes to growth but, in addition, growth contributes to investment.

Specifically, we assume that net investment is proportional to last year’s output growth rate. So if \(g_t\) is the growth rate from year \(t-1\) to year \(t\), the growth in the capital stock from year \(t-1\) to year \(t\) is given by:

\[g^K_t = \alpha g^Y_{t-1} \text{where } \alpha > 0\]

In this equation, \(𝛼\) (the Greek letter, alpha) is the fraction of last year’s growth that is invested. To understand this investment rule, suppose for example that \(𝛼 = 0.75\). If output had increased by 4% last year, from 100 to 104 units, and last year’s capital stock was 40 units, the investment rule tells you to increase the capital stock by 3%, from 40 to 41.2 units. You would use 1.2 units of the extra output for net investment (in addition to what is required to allow for depreciation), and the other 2.8 units for extra consumption.

Substituting the investment rule into the equation for the growth of output, we can show that this year’s growth rate, \(g^Y_t\), depends on the exogenous growth rate, \(g_z\), and last year’s growth rate:

\[g^Y = g^z + \alpha\beta g^Y_{t-1}\]

More precisely, this relationship captures what we expect the growth rate to be in year \(t\), given the investment resulting from the previous year’s growth. Unexpected weather conditions could result in a higher or low harvest than predicted.

growth dynamics curve
The growth dynamics curve is a graph of the relationship between the growth rate in period \(t\) (on the horizontal axis) and the growth rate in period \(t+1\) (on the vertical axis). A point where the graph crosses the 45-degree line represents an equilibrium growth rate: once the economy reaches this rate of growth, it will remain there unless there is an unexpected shock.
price dynamics curve
The price dynamics curve is a graph of the relationship between the price of a good in period \(t\) (on the horizontal axis) and the price in period \(t + 1\) (on the vertical axis). A point where the graph crosses the 45-degree line represents a market equilibrium: at this price demand = supply so the price stays constant from one period to the next. At other prices excess demand or excess supply leads to a change in price.

The growth dynamics curve describes how growth rates change from period to period, just as the price dynamics curve in Unit 8 describes how prices change from one period to the next.

We will assume that \(𝛼\), \(𝛽\), and \(g_z\) are all positive constants. Figure 9.17a shows this relationship between growth rates in two successive years graphically. We call this relationship the growth dynamics curve, although in this model it is a straight line with a slope of \(𝛼𝛽\). Considering point A first, if growth in period 0 is close to zero, the expected growth rate in period 1 is only just above the exogenous growth rate, \(g_z\). Point B illustrates how high growth in period 0 leads to high growth in period 1 as well, because it stimulates investment.

The growth dynamics curve in Figure 9.17a is drawn for the case, \(𝛼𝛽 < 1\), which means that it crosses the 45-degree line. Work through the steps to understand why there is a stable equilibrium growth rate at the crossing point.

The growth dynamics model.
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Figure 9.17a The growth dynamics model.

The growth dynamics model: the growth dynamics curve and the equilibrium growth rate: Diagram with output growth in period 0 on the horizontal axis and expected output growth in period 1 on the vertical axis. A straight line labelled ‘GDC’ (growth dynamics curve) slopes upward. Point A lies below the line with a lower value of g0 and an expected growth rate of gz. Point B lies on the line and corresponds to g0 equal to g1. A marked angle labelled ab is drawn between the horizontal and the line connecting points A and B.
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The growth dynamics model: the growth dynamics curve and the equilibrium growth rate

The growth dynamics curve (GDC) has positive slope, \(𝛼𝛽 < 1\), and crosses the vertical axis at \(g_z\). If \(g_0 = 0\), the economy still grows in the next period due to exogenous growth (\(g_1 = g_z\)). If \(g_0\) is low and positive, \(g_1\) is just above \(g_z\) (point A). And higher growth in period 0 leads to more investment and higher \(g_1\) (point B).

When \(𝛼𝛽 < 1\): This diagram is a line chart with the horizontal axis labelled ‘Output growth in period 0’ (g0) and the vertical axis labelled ‘Expected output growth in period 1’ (g1). A solid upward-sloping line is labelled ‘GDC’ and represents the growth dynamics curve. A dashed 45-degree line is also shown, labelled ‘g1 = g0’. The curve intersects this dashed line at point E, where output growth in both periods equals g. The corresponding expected growth level on the vertical axis is also labelled g, and a lower horizontal level is marked as gz. Vertical and horizontal dashed lines extend from point E to both axes to mark the equilibrium growth rate.
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https://core-book-server.vercel.app/macroeconomics/09-uneven-development-08-growth-stagnation-vs-rapid-growth.html#figure-9-17ab

When (𝛼𝛽 < 1)

Since \(g_z > 0\), and its slope \(𝛼𝛽 < 1\), the growth dynamics curve crosses the 45-degree line. Point E, where \(g_0 = g_1 = g^*\), is an equilibrium: if the growth rate in one period is \(g^*\), it will be expected to remain at \(g^*\) in the next period.

Growth above and below the 45-degree line: This diagram is a line chart with the horizontal axis labelled ‘Output growth in period 0’ (g0) and the vertical axis labelled ‘Expected output growth in period 1’ (g1). A solid line labelled ‘GDC’ slopes upward, representing the growth dynamics curve. A dashed 45-degree line, labelled ‘g1 = g0’, runs diagonally from the origin. The curve and the dashed line intersect at point E, where growth in both periods equals g* (g-star). A horizontal dashed line marks g* on the vertical axis, and a vertical dashed line marks g* on the horizontal axis. A lower level on the vertical axis is marked gz. The area above the 45-degree line is shaded blue and labelled ‘In this region g1 > g0 – Growth is increasing’. The area below the line is shaded light red and labelled ‘In this region g1 < g0 – Growth is decreasing.’
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Growth above and below the 45-degree line

If growth is above \(g^*\) in period 0, the growth dynamics curve is in the region where growth is decreasing from period to period. And if growth is below \(g^*\) in period 0, the growth dynamics curve is in the region where growth is increasing.

Growth following a one-off positive economic shock: In both diagrams, the horizontal axis is labelled ‘Output growth in period 0’ (g0) and the vertical axis is labelled ‘Expected output growth in period 1’ (g1). A solid upward-sloping line represents the growth dynamics curve (labelled ‘GDC’), and a dashed 45-degree line is labelled ‘g1 = g0’. In the top chart, the GDC curve intersects the dashed line at point E. Horizontal and vertical dashed lines extend from point E to the axes, marking the level g* on both. A lower horizontal level is labelled gz. Further to the right, the curve passes through point D, which aligns with the level gH on the horizontal axis. A vertical dashed line extends from point D down to the horizontal axis. Another point, F, lies directly below point D on the dashed line. An arrow points rightward then downward from D to F. The region above the dashed line is shaded blue and labelled ‘g1 > g0 – Growth increasing’. The region below is shaded light red and labelled ‘g1 < g0 – Growth decreasing’. The bottom chart shows the same structure. Points E, D, and F are marked in the same positions, and horizontal and vertical dashed lines indicate g*, gz, and gH. The shaded regions and labels match those in the top diagram.
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https://core-book-server.vercel.app/macroeconomics/09-uneven-development-08-growth-stagnation-vs-rapid-growth.html#figure-9-17ad

Growth following a one-off positive economic shock

Starting from E, suppose that an economic shock (excellent weather) raises actual output growth in year 0 to \(g^H\). Investment rises, so expected growth in year 1 is again above \(g^*\), but lower than \(g^H\) (point D). The economy is closer to equilibrium. The next year growth decreases again (point F). Gradually it returns to \(g^*\).

Figure 9.17a illustrates a stable growth equilibrium. Although the economy may temporarily experience periods of higher or lower growth, it will always tend to return to a steady growth rate equal to \(g^*\).

Raising the equilibrium growth rate

If the equilibrium rate, \(g^*\), is low, this economy is stuck in a low-growth trap. An occasional good harvest or other source of an increase in income does not last, and growth returns to the equilibrium rate.

To shift from a low-growth trap with low GDP per capita to one in which the economy grows rapidly year after year, to reach a substantially higher level of GDP per capita—as observed in the hockey stick charts—the equilibrium rate of growth must be higher, at least for a time. And this in turn requires changing how the economy works, as represented in the model by \(𝛼\), \(𝛽\), and \(g_z\). Therefore, a policy that aims to sustainably raise incomes in a country would aim to raise one or more of these variables.

In the aggregate economy the fraction, \(𝛼\), of growth that is invested could be increased by:

  • wealthy private individuals choosing to consume less (for example on luxuries) and instead invest some of their increased income to construct privately owned capital goods—for example, building factories and not palatial mansions, as happened in the eighteenth century; and in the twenty-first century, building data centres and not mega-yachts or resorts on private islands
  • the financial system successfully facilitating the investment of an increase in saving in the economy (as discussed in Unit 6)
  • a government devoting more tax revenues to building infrastructure (for example, roads and education)
  • forms of redistribution that incentivize the accumulation of productive capital goods.

Factors that increase \(𝛽\), the benefit to growth of additional investment, include the quality of institutions, infrastructure, and schooling. Figure 9.17b shows how a rise in \(𝛼\) or \(𝛽\) (or both) would change the slope of the growth dynamics curve, and hence raise the equilibrium growth rate.

Modelling an increase in growth rates.
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Figure 9.17b Modelling an increase in growth rates.

The growth dynamics model: raising the equilibrium growth rate: Diagram with the horizontal axis labelled ‘Output growth in period 0’ (g0) and the vertical axis labelled ‘Expected output growth in period 1’ (g1). A dashed 45-degree line is labelled ‘g1 = g0’. Two solid upward-sloping lines are drawn. The lower line, labelled ‘GDC’, intersects the dashed line at point E, with dashed lines extending from E to mark g* on both axes. A second, higher GDC curve intersects the dashed line at a new point E′. Dashed lines extend from E′ to the axes, marking gH* on the horizontal axis and gH* on the vertical axis. A lower horizontal level on the vertical axis is labelled gz. An upward arrow is drawn between the two GDC curves, indicating a shift upward.
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The growth dynamics model: raising the equilibrium growth rate

If \(𝛼\) and/or \(𝛽\) can be increased, the growth dynamics curve becomes steeper, and the equilibrium moves from E to E″, with a higher growth rate.

Raising the exogenous growth rate: Diagram with the horizontal axis labelled ‘Output growth in period 0’ (g0) and the vertical axis labelled ‘Expected output growth in period 1’ (g1). A dashed 45-degree line is drawn and labelled ‘g1 = g0’. Two solid upward-sloping lines represent growth dynamics curves (GDC). The lower GDC intersects the dashed line at point E. The upper GDC intersects the dashed line at a higher point, E″. Dashed lines extend from points E and E″ to both axes. The vertical axis marks the levels gz and gzH, corresponding to the intersections of the GDC curves. An upward arrow between the two GDC curves indicates a shift.
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https://core-book-server.vercel.app/macroeconomics/09-uneven-development-08-growth-stagnation-vs-rapid-growth.html#figure-9-17bb

Raising the exogenous growth rate

If the exogenous growth rate rises from \(g_z\) to \(g_z^H\), the growth dynamics curve shifts upwards, raising the equilibrium growth rate from E to E″.

The second step in Figure 9.17b shows that higher exogenous growth also raises the equilibrium growth rate. This could come about, for example, if a better educated or more cooperative population were willing to share knowledge, increasing the rate of learning by doing.

Disequilibrium growth

If the policymaker succeeded in raising \(α\) or \(β\) sufficiently such that \(αβ > 1\), the growth process would take a completely different form, as illustrated in Figure 9.17c. There is no equilibrium rate of growth because the slope of the growth dynamics curve is greater than the slope of the 45-degree line. The growth dynamics curve lies in the region where growth is increasing. So a high growth rate in one period leads to an even higher one in the next period.

If growth in period 0 is \(g′\), in the next period it will be higher (\(g″\)), and in the following period higher still. Growth increases (output accelerates) from period to period.

This diagram has a horizontal axis labelled ‘Output growth in period 0’ (g0) and a vertical axis labelled ‘Expected output growth in period 1’ (g1). A solid upward-sloping line represents the growth dynamics curve (labelled ‘GDC’), and a dashed 45-degree line from the origin is labelled ‘g1 = g0’. A horizontal dashed line is drawn from the vertical axis at the level g″ and meets the GDC curve. From this point, a rightward arrow points to the dashed line, and a second arrow points upward from there back to the GDC curve, forming a repeating step pattern. A lower horizontal level on the vertical axis is marked gz, and the horizontal axis shows a value g’. The area above the dashed line is shaded blue and labelled ‘g1 > g0 – Growth increasing’. The area below is shaded red and labelled ‘g1 < g0 – Growth decreasing’. The GDC line lies entirely above the 45-degree line.
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Figure 9.17c When \(αβ > 1\), growth increases indefinitely.

Although in the real world, growth cannot go on increasing indefinitely, the model can be extended to be more realistic by combining a phase of disequilibrium growth with equilibrium growth to produce an S-shaped growth dynamics curve (like the models in Unit 8). The S-shaped model incorporates a negative feedback process around two equilibria, one at low and one at high growth. Between them is an unstable equilibrium (the tipping point), where the growth dynamics curve (GDC) has a slope greater than one. Explosive growth is dampened in the S-shaped model. The model is explained in the extension.

Exercise 9.10 The growth dynamics model: Numerical examples of the growth dynamics curve

  1. Using the equation for the growth dynamics curve (\(g^Y = g^z + \alpha\beta g^Y_{t-1}\)), draw a growth dynamics curve diagram for the following scenarios:
  • \(g_z = 4\%, \alpha = 0.7, \beta = 0.5\)  
  • \(g_z = 2\%, \alpha = 0.3, \beta = 0.6\)  
  1. For each scenario, calculate and label the equilibrium growth rate on your diagrams from Question 1. For each scenario, which value(s) of \(\alpha\) would make growth stable, and which values of \(\alpha\) would make growth unstable?
  2. If the economy starts on the GDC with an initial growth rate (\(g_0\)) of 5%, use your diagrams from Question 1 to indicate what happens to economic growth in the next three years. Make sure to label the coordinates for each point.

Extension 9.8 Models of economic growth

Coming soon.