Main findings

Sub-Saharan Africa is the most challenged region as was the case two decades ago (figure 9). Despite some progress, deprivations are acute, resulting from many factors, including poor governance, civil wars and shocks such as the AIDS pandemic.[1] Another region witnessing a high level of challenges is South Asia yet it also shows the greatest decline in challenges from 2000 to 2020. The least challenged region, North America, is the only region that witnessed an increase in its quality-adjusted human development challenge index in 2020 compared with 2010, after an improvement between 2000 and 2010.

Figure 9. Quality-adjusted human development challenge index regional scores and dimension shares, 2000, 2010 and 2020

Quality-adjusted human development challenge index regional scores and dimension shares, 2000, 2010 and 2020. Sub-Saharan Africa for year 2000 overall is 0.671. Sub-Saharan Africa for year 2010 overall is 0.603. Sub-Saharan Africa for year 2020 overall is 0.566. South Africa for year 2000 overall is 0.579. South Africa for year 2010 overall is 0.514. South Africa for year 2020 overall is 0.462. Arab Region for year 2000 overall is 0.486. Arab Region for year 2010 overall is 0.442. Arab Region for year 2020 overall is 0.439. World for year 2000 overall is 0.468. World for year 2010 overall is 0.423. World for year 2020 overall is 0.396. Latin America and Caribbean for year 2000 overall is 0.461. Latin America and Caribbean for year 2010 overall is 0.420. Latin America and Caribbean for year 2020 overall is 0.393. The East Asia and Pacific for year 2000 overall is 0.431. The East Asia and Pacific for year 2010 overall is 0.387. The East Asia and Pacific for year 2020 overall is 0.351. Europe and Central Asia overall for year 2000 overall is 0.307. Europe and Central Asia overall for year 2010 overall is 0.525. Europe and Central Asia overall for year 2020 overall is 0.232. North America for year 2000 overall is 0.232. North America for year 2010 overall 0.203. North America for year 2020 overall is 0.213.

Source: ESCWA calculations.

For all regions, except Latin America and the Caribbean and North America, the largest share of the quality-adjusted human development challenge index comes from the education dimension (figure 9). The largest share in North America and Latin America and the Caribbean comes from the income component. This was also the case for North America since 2000, but this region’s quality-adjusted human development challenge is very low; all its dimension scores are below 0.3. For Latin America and the Caribbean, the education component had the largest share in 2000 and 2010. A change to the income dimension having the largest share is not surprising given the upward trend in many educational indicators in the region over the past 15 years.[2] Yet future data might show different trends, especially after the COVID-19 pandemic caused an unprecedented education crisis.[3]

The Arab region is particularly challenged in education, with shares of 48 per cent in 2020, 50 per cent in 2010 and 49 per cent in 2000 in the overall quality-adjusted human development challenge index. This is not surprising given the well-documented and very high inequality in education between and within Arab countries.[4] It is crucial to address gaps in education, which is often referred to as the great equalizer, given myriad effects on other challenges and especially in view of the Fourth Industrial Revolution.

In terms of global population shares at each level of the quality-adjusted human development challenge index, the highest share in 2020 was in the medium-challenge category (figure 10). This is an important improvement from 2000, when the highest share was in the very high-challenge category. The change is mainly due to improved scores of some highly populated countries in South Asia, however, such as Bangladesh and India, which moved from the very high-to the high-challenge category between 2000 and 2010. Pakistan made this move between 2010 and 2020. Another reason for global improvement is progress in some countries in East Asia and the Pacific, such as Indonesia, which moved from the high-to the medium-challenge category between 2000 and 2010. Most people still living in very high-challenge countries are in sub-Saharan Africa. Some progress has been made in countries with low challenges. France, Germany, the Republic of Korea and Singapore moved from the low-to the very low-challenge category between 2000 and 2010.

Figure 10. Population in each quality-adjusted human development challenge index category by region, 2000, 2010 and 2020

Population in each quality-adjusted human development challenge index category by region, 2000, 2010 and 2020. Very high challenged countries include countries mostly from Sub-Saharan Africa, South Asia, Arab Region and some countries from Latin America and The Caribbean. For year 2000, the number of people is 20.86 billion. For year 2010, the number of people is 0.992 billion. For year 2020, the number of people is 0.821 billion. High challenged countries include countries mostly from South Asia and East Asia and Pacific and Sub-Saharan Africa and Latin America and The Caribbean and some countries from Europe and Central Asia and the Arab Region. For year 2010, the number of people is 0.946 billion. For year 2010, the number of people is 1.754 billion. For year 2020, the number of people is 2.394 billion. Medium challenged countries include countries mostly from East Asia and Pacific and Latin America and The Caribbean and some countries from Sub-Saharan Africa, South Asia, Europe and Central Asia and the Arab Region. For year 2000, the number of people is 2.073 billion. For year 2020, the number of people is 2.809 billion. For year 2020, the number of people is 3.013. Low challenged countries include countries mostly from North America and Europe and Central Asia and some countries from East Asia and Pacific and Latin America and The Caribbean and South Asia. For year 2010, the number of people is 0.854 billion. For year 2010, the number of people is 0.740. For year 2020, the number of people is 0.774. Very low challenged countries include countries from East Asia and Pacific and Europe and Central Asia and some countries from North America. For year 2000, the number of people is 0.070 billion. For year 2010, the number of people is 0.529. for year 2020, the number of people is 0.650.

Source: ESCWA calculations.

Nine of the 10 most challenged countries are in sub-Saharan Africa (figure 11). While several reasons explain this poor performance, the fact that almost all of the most challenged countries are in this region underlines the need for major improvements in basic dimensions of development. Other regions, having notably reduced basic development concerns, should focus on tackling environmental and governance challenges.

Some subregional variations are evident. For instance, the tenth country in the most challenged group, Haiti, is in Latin America and the Caribbean, where the regional challenge level is lower than the global average. While North America is the least challenged region, the 10 least-challenged countries are all from Europe and Central Asia; five are Nordic countries. These variations could be attributed to several country-specific reasons. In Haiti, political instability and multiple shocks to the economy have led to high and increasing poverty rates and very high inequality. Health and education outcomes are poor. The World Bank expects a child born today in Haiti to be only 45 per cent as productive as they could be with a full education and health care.[5]

Figure 11. Least (green) and most (red) challenged countries globally on the quality-adjusted human development challenge index

Most and least challenged countries globally on the quality-adjusted human development challenge index. Most challenged countries and their quality-adjusted human development challenge index: Central African Republic 0.706. Chad 0.652. Mozambique 0.641 Niger 0.636. Haiti 0.624. Congo (Democratic Republic of the) 0.619. Lesotho 0.611. Sierra Leone 0.610. Liberia 0.609. Mali 0.608. Least challenged countries and their quality-adjusted human development challenge index: Slovenia 0.147. Belgium 0.146. Iceland 0.140. Sweden 0.136. Switzerland 0.136. Netherlands 0.135. Ireland 0.135. Denmark 0.133. Finland 0.129. Norway 0.128.

Source: ESCWA calculations.

Over 2000-2020, many countries witnessed an increase in quality-adjusted human development challenge index scores. This occurred for different reasons, although conflict was among the main drivers. Three of the 10 countries with the highest deterioration in ranking on the index are conflict-affected Arab States, Libya, Yemen and the Syrian Arab Republic, respectively (figure 12). Egypt and Lebanon, which have witnessed significant political instability and economic hardships, are in the same group.

Peru has registered the highest global decline in quality-adjusted human development challenges through solid reforms that increased public expenditures on health, education and infrastructure, and led to lower inequality and poverty.[6] Following economic and social achievements since the early 2000s,[7] Türkiye also appears among the top 10 countries globally in improvements, along with four countries from sub-Saharan Africa. It is more difficult for a country starting from a point of relatively low challenges to make noticeable improvements, which explains the presence of high-and very high-challenge countries in the group with the greatest improvements.

Figure 12. Top 10 deteriorations (left) and improvements (right) in rank on the quality-adjusted human development index, 2000-2020

(A) Top 10 deteriorations in rank

(B) Top 10 improvements in rank

Top 10 deteriorations in rank on the quality-adjusted human development index, 2000-2020. Libya -49. Lebanon -39. Yemen -31. Barbados -29. Fiji -28. Egypt -28. Syrian Arab Republic -27. Suriname -23. Cuba -22. Madagascar -21.

Top 10 improvements in rank on the quality-adjusted human development index, 2000-2020. Peru 29. Uzbekistan 25. Turkey 22. Thailand 20. Cambodia 20. Angola 20. Uganda 19. Ethiopia 19. Namibia 18. Mongolia 18.

Source: ESCWA calculations.

While all countries’ HDI scores were discounted by quality-adjustment variables to calculate the index, some were more affected than others (figure 13). Some outliers have fewer quality-adjusted human development challenges than other countries with similar HDI ranks. For example, Ukraine has the highest rank improvement on the quality-adjusted human development index compared with the standard HDI. This is because Ukraine is the best performer in reducing income inequality. Following Ukraine, Viet Nam, Uzbekistan, Moldova and Kyrgyzstan, respectively, saw the best improvements.

Among countries with the best improvements in rank, 7 of the top 10 are from Europe and Central Asia. The remaining countries are from East Asia and the Pacific (two) and the Arab region (one). Some countries below the regression line have higher challenges than other countries with similar HDI levels. One is Bahrain, with the greatest loss in rank, mainly due to poor performance on the inequality-adjusted income component compared with a very high HDI income score. Poor income performance is driven by factors including low-quality education for poor families resulting in fewer chances of getting jobs with appropriate salaries, which exacerbates income inequality.[8] The top 10 countries in terms of the greatest deteriorations in rank include four from Latin America and the Caribbean, three from sub-Saharan Africa, two from the Arab region and one from North America.

Figure 13. Quality-adjusted human development challenge index rank and HDI rank, 2020

Quality-adjusted human development challenge index rank and HDI rank, 2020 for R square equal to 0.9573. The regression line starts at the quality-adjusted human development index rank equal to 160 and the human development index rank equal to 0 and ends at the quality-adjusted human development index rank equal to 0 and the human development index rank equal to 160. Below the regression line are the countries: United States, Saudi Arabia, Bahrain, Panama, Brazil, Dominican Republic, Suriname, Botswana, South Africa and Zambia. Above the regression line are the countries: Albania, Ukraine, Armenia, Moldova (Republic of), Azerbaijan, Jordan, Uzbekistan, Viet Nam, Kyrgyzstan and Cambodia. The Arab region countries have a quality-adjusted human development index rank between 5 and 140 and a human development index rank between 20 and 160.  Europe and Central Asia countries have a quality-adjusted human development index rank between 60 and 170 and a human development index rank between 0 and 115.  North America countries have a quality-adjusted human development index rank between 130 and 160 and a human development index rank between 5 and 20.  Sub-Saharan Africa countries have a quality-adjusted human development index rank between 0 and 120 and a human development index rank between 55 and 170.  East Asia and Pacific countries have a quality-adjusted human development index rank between 20 and 160 and a human development index rank between 0 and 140.  Latin America and The Caribbean countries have a quality-adjusted human development index rank between 0 and 120 and a human development index rank between 35 and 155.  South Asia countries have a quality-adjusted human development index rank between 10 and 105 and a human development index rank between 65 and 150.

Source: ESCWA calculations.

 

[1].     United Nations, 2005.

[2].     Fiszbein and Stanton, 2018.

[3].     World Bank, 2021a.

[4].     Alvaredo, Assouad and Piketty, 2019; Alvaredo, 2018.

[5].     World Bank, 2021c.

[6].     Baca Campodonico, Peschiera Cassinelli and Mesones, 2014.

[7].     World Bank, 2020b.

[8].     Abdelbaki, 2012.