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2<br />

income countries would be 16% <strong>and</strong> that for non-OECD<br />

high income countries 10%, reflecting higher enrolment<br />

<strong>and</strong> skills levels. Even high income OECD countries would<br />

gain significantly from bringing all students up to basic<br />

skills by 2030, with GDP 3.5% higher than otherwise<br />

(OECD, 2015d).<br />

their creative <strong>and</strong> problem-solving abilities, but has<br />

also displaced workers in medium skill jobs whose<br />

relatively repetitive <strong>and</strong> procedural tasks are more<br />

easily replicated in computer hardware <strong>and</strong> code, <strong>and</strong><br />

overseas (Autor <strong>and</strong> Dorn, 2013; Autor et al., 2006;<br />

Goos et al., 2014; Jaimovich <strong>and</strong> Siu, 2012).<br />

EDUCATION POLICIES WILL HELP COUNTRIES<br />

ADAPT TO A FAST-CHANGING WORLD OF WORK<br />

The world of work has undergone rapid change in<br />

recent decades. ICT has dramatically changed how<br />

we live <strong>and</strong> work <strong>and</strong> how economies are structured.<br />

This change is especially apparent in more developed<br />

regions <strong>and</strong> in urban areas. In poorer countries, there<br />

has been substantial movement from agricultural to<br />

non-farm employment. Moreover, greater integration<br />

of the global economy has opened up economic <strong>and</strong><br />

trade opportunities across the world, enabling rapid<br />

growth in the now major economies of Brazil, China <strong>and</strong><br />

India, while displacing industries <strong>and</strong> occupations in<br />

advanced economies through off shoring, particularly<br />

among less educated workers (Autor et al., 2014).<br />

Evidence suggests that similar processes may also be<br />

under way in other regions, although it is premature to<br />

draw conclusions. The global employment share of high<br />

skill workers has<br />

increased by almost<br />

40% since 1990,<br />

The global employment<br />

<strong>and</strong> is projected to<br />

share of high skill<br />

have accounted for<br />

workers has increased by almost 20% of the<br />

workforce in 2015<br />

almost 40% since 1990<br />

(Figure 2.1). Over the<br />

same period, the<br />

employment share<br />

of medium skill work decreased by almost 10%, while the<br />

share of low skilled work rose correspondingly. These<br />

trends are projected to continue in coming years.<br />

Two trends with profound implications can be<br />

expected to shape labour markets in many countries<br />

in the foreseeable future. First, polarization between<br />

low <strong>and</strong> high skill work <strong>and</strong> reduced dem<strong>and</strong> for medium<br />

skilled employment has been widely documented in<br />

industrialized economies, but can also be observed on<br />

the global level. Second, stagnation in manufacturing<br />

employment makes it uncertain that poor countries<br />

can follow the developmental paths which historically<br />

have greatly improved working conditions among the<br />

poor. These interrelated trends can be expected to<br />

significantly shape the scope for decent employment<br />

across countries, challenging policy-makers to increase<br />

the supply of highly skilled <strong>and</strong> appropriately skilled<br />

workers, while creating conditions in which an educated<br />

workforce can be employed <strong>and</strong> adequately utilized.<br />

Education systems must adapt to job polarization<br />

Recent evidence from high income countries has<br />

led to increasing awareness of polarization between<br />

high <strong>and</strong> low skill work. A resulting proposition is<br />

that technological changes underpin the large<br />

relative drops in medium skill employment <strong>and</strong><br />

corresponding increases in high <strong>and</strong> low skill<br />

employment across Europe <strong>and</strong> Northern America.<br />

Increasingly sophisticated technology has not only<br />

raised dem<strong>and</strong> for high skill workers by complementing<br />

Globally, as in industrialized countries, the majority<br />

of employment remains in medium skill occupations,<br />

which are projected to have made up slightly less<br />

than two-thirds of total employment in 2015 (ILO, 2015c).<br />

However, their share may decline significantly in coming<br />

decades as increasingly cheap <strong>and</strong> capable computer<br />

programs replace clerical workers <strong>and</strong> robots displace<br />

garment makers <strong>and</strong> machine operators 2 . In China, for<br />

example, automation has had a substantial impact on<br />

factory employment, <strong>and</strong> this trend could accelerate<br />

as wages rise <strong>and</strong> automation technology becomes<br />

cheaper. In the context of rising manufacturing wages,<br />

President Xi Jinping in 2014 called for a ‘robot revolution’<br />

(Chan, 2015), which already appears to be under way.<br />

The consumer electronics manufacturer Foxconn, one<br />

of the largest employers in China (<strong>and</strong> the world), plans<br />

to automate about 70% of its factory work by 2018, <strong>and</strong><br />

already has a fully robotic factory in Chengdu (Lin, 2015).<br />

Education systems face the dual challenge of ensuring<br />

that those who enter medium skill work have the skill sets<br />

to avoid obsolescence <strong>and</strong> of meeting the economy’s<br />

increased dem<strong>and</strong> for skilled workers, dem<strong>and</strong> that is likely<br />

to continue in the foreseeable future given that computer<br />

code is no substitute for the creativity <strong>and</strong> cognitive<br />

abilities of high skill workers. Yet evidence suggests that<br />

most education systems are not keeping up.<br />

2016 • GLOBAL EDUCATION MONITORING REPORT 49

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