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Inclusive Growth in Asia:
Trends and Issues
Hyun H. Son
Independent Evaluation Department
Asian Development Bank
No agreed, single definition of inclusive growth.
Inclusive growth is a multidimensional concept.
Inclusive growth requires: (i) sustained economic growth; (ii)
poverty reduction; (iii) inequality reduction; and (iv)
broadening access to opportunities.
These four are not independent of each other.
These social objectives are means to achieving social well-
being defined by Sen in terms of functioning and capabilities.
What is Inclusive Growth?
1990s
(1990-1999)
2000s
(2000-2010)
Population 1.20 0.97
Gross Domestic Product 9.03 8.19
Per capita Gross Domestic Product 7.83 7.22
Household consumption 5.72 5.54
Per capita household consumption 4.52 4.57
Sustained Economic Growth
– Growth needs to be sustained to help increase the average
standard of living through greater income and consumption
Table: Annual growth rates of selected indicators in Asia
Source: Author’s calculations.
The inclusiveness of growth depends on
whether growth is accompanied by poverty
reduction.
Asia has made remarkable progress in
reducing its absolute poverty but is still home
to the largest number of people living in
absolute poverty.
However, Asia’s progress has been less
impressive for poverty based on $2-a-day
poverty line.
Poverty in Asia
1990s
(1990-1999)
2000s
(2000-2010)
$1.25-a-day poverty line
% of poor 42.96 23.50
Number of poor (billion) 1.23 0.79
Poverty gap 13.92 5.83
Severity of poverty 6.19 2.06
$2-a-day poverty line
% of poor 69.66 48.27
Number of poor (billion) 2.00 1.62
Poverty gap 30.04 17.12
Severity of poverty 16.12 7.88
Table: Average poverty estimates in Asia
Source: Author’s calculations
Inclusive growth should be concerned with the
effectiveness of growth in reducing poverty.
The degree of its effectiveness may be
measured by the growth elasticity of poverty –
defined as the ratio of rate of poverty reduction
to growth rate of GDP.
How Effective Is Economic
Growth in Reducing Poverty?
1990s
(1990-1999)
2000s
(2000-2010)
$1.25-a-day poverty line
% of poor -0.82 -1.37
Number of poor -0.68 -1.25
Poverty gap -0.96 -1.51
Severity of poverty -1.04 -1.54
$2-a-day poverty line
% of poor -0.46 -1.02
Number of poor -0.32 -0.90
Poverty gap -0.70 -1.26
Severity of poverty -0.83 -1.37
Table: Growth Elasticity of Poverty
Source: Author’s calculations
Table: Decomposition of the Growth Effectiveness of
Poverty Reduction in the Philippines in 2006-09 (%)
Growth effect
Population
effect
Consumption
elasticityeffect
Inequality
effect
$1.25-a-day povertyline
Absolute poor -2.13 0.94 0.34 -0.92
Poverty gap of
absolute poor -3.51 1.55 0.57 -1.94
Severity of
absolute poverty -4.80 2.12 0.77 -2.87
$2-a-day povertyline
Poor -1.21 0.53 0.19 -0.24
Poverty gap of
poor -1.90 0.84 0.31 -0.75
Severity of
poverty -2.51 1.11 0.40 -1.21
Source: Author’s calculations
Inclusive growth needs to be broad-based,
reaching as many segments of the population
as possible while protecting the vulnerable and
poor.
Inequality-reducing growth ensures that
benefits of economic growth are more equitably
shared among the population.
Trends in Inequality
1990s
(1990-1999)
2000s
(2000-2010)
1990-2010
Gini index 1.22* 0.44 1.04*
Atkinson index 2.04* 0.73 1.84*
Quintile index 1.03* 0.37* 0.62*
Table: Annual growth rates of inequality in Asia,
weighted by population
Source: Author’s calculations
* With a significant increase or decrease in inequality at the 5% level of significance.
 The concept of inequality is now being extended to
cover many other dimensions of living standard such
as inequality in outcomes in health, education,
employment, etc.
 Governments usually provide opportunities in health,
education, basic infrastructure, etc., but not all
citizens can avail of these opportunities.
 It is useful to understand the inequality of
opportunities prior to designing policies aimed at
universal provision of these basic services.
 In some Asian countries, inequality of opportunity
remains a challenge as seen in unequal access to
basic services including education, safe water and
sanitation, and electricity.
Inequality of Opportunity in Asia
 Inequality of opportunity arises from disparities due
to circumstance variables, or factors over which an
individual has no control (i.e. gender, race,
ethnicity).
 In Asia, circumstance variables including
household expenditure and location of residence in
rural or urban areas were found to be crucial in
influencing access to education and basic
infrastructure.
Inequality of Opportunity in Asia
Inequality of opportunity in Asia remains a
challenge in promoting inclusive growth in the
region. How can inequality of opportunity in Asia
be addressed?
Bolster the demand side of the provision of
education and basic infrastructure – e.g., CCT
Compensate for the lack of demand and incentive
to provide basic infrastructure services in rural
areas – e.g., subsidies to rural communities
Decentralize to improve the delivery of basic
services
Inequality of Opportunity in Asia
 Policies for Promoting Growth with Jobs
To facilitate the process of structural transformation to
transfer from large amounts of rural, agriculture surplus
of labor to urban, manufacturing and service sectors,
where most of the future’s productive jobs will be
generated.
Public employment schemes to address unemployment
and underemployment (e.g., public works programs,
India’s Rural Employment Guarantee Scheme)
Promoting skills development through e.g. support for
technical and vocational education
Policy Responses toward
Inclusive Growth
 Fiscal Policies
 Greater and better spending on health and education to promote
coverage and equity in access to these basic social services
 Health spending (% of GDP): less than 5% (Asia) vs. 9.4% (OECD) in 2009
 Education spending (% of GDP): less than 4% (Asia) vs. 5.3% (OECD) in
2010
 Fiscal transfers to impoverished areas
 To help narrow the urban-rural divide, improve transportation and
communication networks.
 Greater and equitable revenue mobilization: direct vs. indirect tax
Policy Responses toward
Inclusive Growth
 Social Protection Policies
focused on skills and capabilities rather than on
compensating taxes and transfers
covering appropriate pension and safety net schemes
to assist marginalized groups such as elderly or
disabled
Needs to be well targeted to minimize leakage
Policy Responses toward
Inclusive Growth
Thank you!

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Inclusive Growth in Asia: Trends and Issues

  • 1. Inclusive Growth in Asia: Trends and Issues Hyun H. Son Independent Evaluation Department Asian Development Bank
  • 2. No agreed, single definition of inclusive growth. Inclusive growth is a multidimensional concept. Inclusive growth requires: (i) sustained economic growth; (ii) poverty reduction; (iii) inequality reduction; and (iv) broadening access to opportunities. These four are not independent of each other. These social objectives are means to achieving social well- being defined by Sen in terms of functioning and capabilities. What is Inclusive Growth?
  • 3. 1990s (1990-1999) 2000s (2000-2010) Population 1.20 0.97 Gross Domestic Product 9.03 8.19 Per capita Gross Domestic Product 7.83 7.22 Household consumption 5.72 5.54 Per capita household consumption 4.52 4.57 Sustained Economic Growth – Growth needs to be sustained to help increase the average standard of living through greater income and consumption Table: Annual growth rates of selected indicators in Asia Source: Author’s calculations.
  • 4. The inclusiveness of growth depends on whether growth is accompanied by poverty reduction. Asia has made remarkable progress in reducing its absolute poverty but is still home to the largest number of people living in absolute poverty. However, Asia’s progress has been less impressive for poverty based on $2-a-day poverty line. Poverty in Asia
  • 5. 1990s (1990-1999) 2000s (2000-2010) $1.25-a-day poverty line % of poor 42.96 23.50 Number of poor (billion) 1.23 0.79 Poverty gap 13.92 5.83 Severity of poverty 6.19 2.06 $2-a-day poverty line % of poor 69.66 48.27 Number of poor (billion) 2.00 1.62 Poverty gap 30.04 17.12 Severity of poverty 16.12 7.88 Table: Average poverty estimates in Asia Source: Author’s calculations
  • 6. Inclusive growth should be concerned with the effectiveness of growth in reducing poverty. The degree of its effectiveness may be measured by the growth elasticity of poverty – defined as the ratio of rate of poverty reduction to growth rate of GDP. How Effective Is Economic Growth in Reducing Poverty?
  • 7. 1990s (1990-1999) 2000s (2000-2010) $1.25-a-day poverty line % of poor -0.82 -1.37 Number of poor -0.68 -1.25 Poverty gap -0.96 -1.51 Severity of poverty -1.04 -1.54 $2-a-day poverty line % of poor -0.46 -1.02 Number of poor -0.32 -0.90 Poverty gap -0.70 -1.26 Severity of poverty -0.83 -1.37 Table: Growth Elasticity of Poverty Source: Author’s calculations
  • 8. Table: Decomposition of the Growth Effectiveness of Poverty Reduction in the Philippines in 2006-09 (%) Growth effect Population effect Consumption elasticityeffect Inequality effect $1.25-a-day povertyline Absolute poor -2.13 0.94 0.34 -0.92 Poverty gap of absolute poor -3.51 1.55 0.57 -1.94 Severity of absolute poverty -4.80 2.12 0.77 -2.87 $2-a-day povertyline Poor -1.21 0.53 0.19 -0.24 Poverty gap of poor -1.90 0.84 0.31 -0.75 Severity of poverty -2.51 1.11 0.40 -1.21 Source: Author’s calculations
  • 9. Inclusive growth needs to be broad-based, reaching as many segments of the population as possible while protecting the vulnerable and poor. Inequality-reducing growth ensures that benefits of economic growth are more equitably shared among the population. Trends in Inequality
  • 10. 1990s (1990-1999) 2000s (2000-2010) 1990-2010 Gini index 1.22* 0.44 1.04* Atkinson index 2.04* 0.73 1.84* Quintile index 1.03* 0.37* 0.62* Table: Annual growth rates of inequality in Asia, weighted by population Source: Author’s calculations * With a significant increase or decrease in inequality at the 5% level of significance.
  • 11.  The concept of inequality is now being extended to cover many other dimensions of living standard such as inequality in outcomes in health, education, employment, etc.  Governments usually provide opportunities in health, education, basic infrastructure, etc., but not all citizens can avail of these opportunities.  It is useful to understand the inequality of opportunities prior to designing policies aimed at universal provision of these basic services.  In some Asian countries, inequality of opportunity remains a challenge as seen in unequal access to basic services including education, safe water and sanitation, and electricity. Inequality of Opportunity in Asia
  • 12.  Inequality of opportunity arises from disparities due to circumstance variables, or factors over which an individual has no control (i.e. gender, race, ethnicity).  In Asia, circumstance variables including household expenditure and location of residence in rural or urban areas were found to be crucial in influencing access to education and basic infrastructure. Inequality of Opportunity in Asia
  • 13. Inequality of opportunity in Asia remains a challenge in promoting inclusive growth in the region. How can inequality of opportunity in Asia be addressed? Bolster the demand side of the provision of education and basic infrastructure – e.g., CCT Compensate for the lack of demand and incentive to provide basic infrastructure services in rural areas – e.g., subsidies to rural communities Decentralize to improve the delivery of basic services Inequality of Opportunity in Asia
  • 14.  Policies for Promoting Growth with Jobs To facilitate the process of structural transformation to transfer from large amounts of rural, agriculture surplus of labor to urban, manufacturing and service sectors, where most of the future’s productive jobs will be generated. Public employment schemes to address unemployment and underemployment (e.g., public works programs, India’s Rural Employment Guarantee Scheme) Promoting skills development through e.g. support for technical and vocational education Policy Responses toward Inclusive Growth
  • 15.  Fiscal Policies  Greater and better spending on health and education to promote coverage and equity in access to these basic social services  Health spending (% of GDP): less than 5% (Asia) vs. 9.4% (OECD) in 2009  Education spending (% of GDP): less than 4% (Asia) vs. 5.3% (OECD) in 2010  Fiscal transfers to impoverished areas  To help narrow the urban-rural divide, improve transportation and communication networks.  Greater and equitable revenue mobilization: direct vs. indirect tax Policy Responses toward Inclusive Growth
  • 16.  Social Protection Policies focused on skills and capabilities rather than on compensating taxes and transfers covering appropriate pension and safety net schemes to assist marginalized groups such as elderly or disabled Needs to be well targeted to minimize leakage Policy Responses toward Inclusive Growth

Editor's Notes

  1. To foster inclusive growth, economic growth first needs to be sustained to help increase the average standard of living through greater income or consumption. Second, the inclusiveness of growth needs to feed through to poverty reduction. Third, growth that is inclusive must be broad-based, reaching as many segments of the population as possible while protecting the poor and vulnerable, thereby reducing inequality.
  2. The growth rates of indicators in Table 1 were calculated based on the fixed-effect trend regressions utilizing all spells in the 1990s and 2000s. Table 2 presents annual growth rates of the indicators from the previous table. Asia saw a decline in its population growth rate between the 1990s and 2000s. Population in Asia grew at an annual rate of 1.2% in the decade of 1990s that slowed down 0.97% during 2000-2010. Such slow-down in population growth would have a positive impact on poverty reduction. Asia’s GDP growth rate has been not only rapid but also sustained over the two decades – with the annual growth rate of GDP reaching 9.03% in the 1990s and 8.19% in the 2000s. However, such outstanding performance in the GDP growth is not translated into improvements in living standards to the same extent. Per capita household consumption increased only at an annual rate of 4.52% and 4.57% in the 1990s and 2000s, respectively. Therefore, there has been no one-to-one translation from growth in GDP to rise in the average standard of living. In fact, the average living standards of the Asians have increased at a much slower rate than the stellar performance in the growth rate of GDP witnessed in Asia for the past two decades or so. If we take the ratio of per capita consumption growth to per capita GDP growth, the growth elasticity of consumption is obtained, which indicates the extent to which economic growth gets translated into improvements in the average standard of living. The growth elasticity of consumption was 0.58 in the 1990s, suggesting that a 1% growth in per capita GDP gets converted to growth in average standard of living by only 0.58%. This suggests that consumption in Asia’s population grew much slower than other components of GDP during 1990-1999. In the subsequent decade of 2000s, the corresponding elasticity improved to 0.63. These results suggest that exclusive focus on maximizing the size of economic growth may create wrong perception that more growth will always lead to higher standard of living and lower poverty. However, policy makers should not also undermine the importance of growth patterns, focusing on the translation of economic growth into improving the average living standard.
  3. In the 1990s, 1.23 billion people in Asia were living in absolute subsistence poverty (or 42.96% of the Asian population). The number of absolute poor decreased to 790 million in the 2000s – equivalent to 23.50% of the population in Asia. If the percentage of poor had remained the same as in the 1990s, there would have been 1.44 billion absolute poor in the following decade of 2000s. This suggests that over the decade, 650 million people were lifted out of absolute poverty. PRC alone had 520 million absolute poor in the 1990s (or 42.94% of the population), but it succeeded in reducing the corresponding figure to only 230 million in the subsequent decade (or 17.27% of the population). If the percentage of poor had remained the same in the 1990s, PRC would have had 560 million absolute poor in the 2000s rather than 230 million. Thus, 340 million people were lifted out of absolute poverty in PRC alone within just one decade. Asia’s progress in poverty reduction was less impressive for the $2-a-day poverty line. In the 1990s, two billion people – equivalently, 69.66% of 2.87 billion Asian population – were classified as poor. The corresponding figure had been reduced to 48.27% in the 2000s, with almost 1.62 billion people in poverty. After adjusting for the growth in population, 720 million escaped poverty over the period of one decade. In PRC alone, 440 million escaped poverty based on the $2-a-day poverty line. Just how much financial resources would be required to eliminate poverty in Asia? Estimates for the poverty gap ratio will help answer this. To eliminate absolute poverty based on the $1.25-a-day poverty line, Asia would have required $182.19 billion in the 1990s. This amount would have fallen to $89.08 billion in the 2000s due to the lower incidence of absolute poverty in the latter decade than the former. Eliminating poverty measured by the $2-a-day poverty line in the 1990s would have required $628.96 billion, and yet the corresponding amount fell to $418.76 billion in the 2000s. As would be expected, it is much more costly to lift a person out of poverty based on $2 per day. The cost of lifting an individual in absolute poverty was $147 per year and $113.16 per year in the 1990s and 2000s, respectively. For the $2 per day line, the cost would be $314 per year in the 1990s and $258 per year in the 2000s. Calculating the cost of eradicating poverty as a share of average yearly GDP in Asia, we see the region’s potential in eliminating poverty. In the 1990s, 3.31% of GDP in Asia would be required to eliminate absolute poverty. This amount reduced to only 0.70% in the 2000s mainly due to two factors: (i) rapid reduction in poverty and (ii) rapid increase in GDP. The resources required eliminating poverty based on $2 a day was 11.44% of GDP but reduced to 3.30% of GDP in the subsequent decade. These amounts are estimated based on the assumption that the government perfectly targeted the poor. In practice, this is an enormous challenge because leakages to non-poor usually occur and administrative costs are incurred. Thus, the actual amount needed would have been much larger. It is not feasible to calculate the actual financial resources needed to eliminate poverty until it is know how the governments would implement direct poverty alleviation programs. Although Asia is home to the largest number of poor in the world, it has potential to eliminate poverty by transferring government revenues to the poor. It is not, however, recommended that the governments in Asia should attempt to eliminate poverty in a just one go even if they have the potential to do so. Rather, poverty should be gradually reduced by instituting well-targeted poverty alleviation programs.
  4. The average elasticity for the percentage of the absolute poor was -0.82 in the 1990s. This means that a 1% growth in GDP reduces the percentage of absolute poor by 0.82%. In the 2000s, the elasticity declined to -1.37, suggesting that a 1% growth in per GDP now reduces the percentage of absolute poor by 1.37%. These results show that effectiveness of economic growth in reducing the percentage of absolute poor in Asia has improved substantially in the 2000s compared to the previous decade. This improvement is broad based and holds for all poverty measures based on both $1.25 and $2 a day poverty lines. As expected, the growth elasticity of poverty for the poverty gap and severity of poverty are larger than that for the percentage of poor. The elasticity captures the two facets of poverty: (i) how effective the economic growth is in lifting the poor out of poverty and (ii) how effective the economic growth is in reducing income gap of the poor who could not escape poverty. The growth elasticity of poverty is -1.51, meaning that 1% growth in GDP reduces the poverty gap ratio by 1.51%, of which -1.37% is attributed to the percentage of absolute poor escaping poverty and -0.13% is attributed to narrowing of income gap among those who were unable to cross the poverty line. This suggests that economic growth in Asia is effective in lifting people out of poverty, but not very effective in increasing the incomes of those who are unable to cross the poverty line. The absolute values of elasticity are found to be smaller in magnitude for the poor based on the poverty line of $2 a day. As such, economic growth in Asia has been more effective in reducing absolute poverty at $1.25 a day than poverty based on the higher poverty line—and this result holds for all poverty measures. Similar results have been found for many developing countries in the world. What should be the threshold value of the elasticity that would make growth inclusive? It is difficult to provide objective answers to these questions as they require value judgments. For instance, it can be suggested that a growth pattern be classified as inclusive if the growth elasticity of percentage of absolute poor is smaller than -1.0. For the poverty gap ratio, the threshold of -1.5 may be considered appropriate. Based on these criteria, Asia’s growth would be considered inclusive in the 2000s but not inclusive in the previous decade of 1990s.
  5. First, we examine the annual growth rates of three inequality measures: the Gini index, Atkinson’s inequality index, and the Quintile index. Depending on weights rendered to different segment of the population, these three measures imply different value judgments embodied in inequality measures. The growth rates of the three inequality measures are calculated based on trend regression models accounting for fixed country effect. There is a general perception that rapid economic growth in Asia is accompanied by rising inequality and thus the benefits of economic growth are not equitably shared among the population. Overall trends suggest that inequality in Asia has increased significantly in the 1990s. The Gini index increased at an annual rate of 1.22%, which is proved to be significant at the 5% level of significance. But there is a significant slowing down of growth rate in inequality in the 2000s and, more importantly, growth rates of both the Gini and Atkinson’s indices are not statistically significant. Based on these results, it can be concluded that inequality has not changed significantly in the recent decade spanning from 2000 to 2010. However, the conclusion for the two decades as a whole is that inequality has significantly worsened in Asia during 1990-2010. However, Asia’s trends in inequality change completely when PRC is excluded from the same countries. All growth rates are statistically insignificant at the 5% level of significance. Hence, it is concluded that inequality in Asia has not increased significantly during the last two decades. It is the PRC that has led to an overall increase in inequality of Asia. Given the results, it would be difficult to conclude that inequality has not increased in all countries in Asia. Inequality may have increased in some countries and reduced in other countries, but the overall conclusion is that if PRC is excluded from the sample countries in interest for the current study, then inequality in Asia has not increased.
  6. Given the interplay of growth, poverty and inequality in ensuring the inclusiveness of growth, promoting inclusive growth requires a combination of policies designed to sustain growth, and ensure equitable access to markets and economic opportunities such as employment.