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February 2015<br />

Citi GPS: Global Perspectives & Solutions<br />

91<br />

Online learning can both reduce costs and<br />

improve the quality of education<br />

Despite its positive impact, online education<br />

will unlikely be a full substitute for oncampus<br />

teaching<br />

necessarily completing a standardised academic programme, MOOCs can provide<br />

modularised approaches to education that appeal to employers looking to retrain<br />

their workforce.<br />

Online learning does not only offer the potential to reduce costs, it can also help<br />

improve the quality of education. With more students signing up, big data<br />

approaches make it easier to evaluate the students’ learning process, and measure<br />

their progress. This success has been partially due to new structural innovations,<br />

particularly the semi-synchronous nature of the courses, but future prospects rest<br />

upon MOOCs' increasing use of data and machine learning algorithms. MOOCs<br />

already make use of big data detailing how students interact on forums, their<br />

diligence in completing assignments and viewing lectures, and their ultimate<br />

grades. 149 This data will ultimately allow for algorithms that act as interactive tutors,<br />

with teaching and assessment strategies statistically calibrated to match individual<br />

student needs. 150 These advances will permit the global access to high quality,<br />

interactive, education that is needed to prepare students for the future workforce.<br />

A recent study comparing a MOOC in physics at the Massachusetts Institute of<br />

Technology (MIT) to its equivalent on-campus course on the same subject found<br />

that the MOOC student actually learned more than they normally would during a<br />

regular lecture. 151 Nevertheless, MOOC students compared poorly in group work,<br />

suggesting that interactive face-to-face learning methods are still important in<br />

fostering many of the soft skills demanded by employers.<br />

Online education is thus unlikely to fully substitute for on-campus teaching. Physical<br />

interactions between students (and between students and teachers) are likely to<br />

become even more important, as social, creative and problem-solving skills will be<br />

essential in most developed labour markets. Nevertheless, as online courses<br />

provide unprecedented access to knowledge at much lower costs, and improved<br />

methods of learning, the productivity gains will likely be substantial.<br />

149 Simonite (2013); Breslow et al., (2013).<br />

150 Woolf (2010).<br />

151 Colvin et al. (2014).<br />

© 2015 Citigroup

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