The MOOC Pivot

Author: Justin Reich, Jose A. Ruiperez-Valiente · Type: academic · Status: draft · Published: 2019-01-11 · URL: https://www.science.org/doi/10.1126/science.aav7958

Licence: Science 363(6423), 130-131 (AAAS); paywalled at publisher, open post-print on MIT DSpace; abstract and short quotes citable

Summary

Analysis of all MITx and HarvardX MOOCs on edX from 2012 to May 2018: 565 course iterations, 12.67 million registrations from 5.63 million learners. Three sobering patterns: 52% of registrants never enter the courseware; the vast majority never return after their first year, with second-year retention falling from 38% (first cohort) to 7% (2016-17 cohort); and completion rates stayed low for six years despite heavy investment. Critically for a subscription business, learners who paid for the verified track completed at roughly 45-55%, an order of magnitude above free participants. This is the canonical warning about free self-directed online learning, and the strongest argument that paid commitment plus fast early wins is the viable model.

Insights

• In free self-directed online learning, 52% of people who register never even enter the courseware, so activation, not content, is the first battle. (high, draft) dropout motivation retention

  Of those who register for a course, 52% never enter the courseware (Table S4), and attrition typically remains high in the first two weeks of a course. — Main text, p. 2 of post-print

• Year-two retention of online learners collapsed from 38% in early cohorts to 7% by 2016-17, showing long-term engagement is the structural weak point of self-directed platforms. (high, draft) dropout retention motivation

  Second year retention rates have declined with every cohort, from 38% in the first cohort to 7% in the year 5 (2016-2017) cohort. — Main text, p. 3 of post-print

• Learners who paid (verified track) completed courses at roughly 45-55% versus under about 6% of participants overall, evidence that a paid subscription filters for committed learners who actually finish. (medium, draft) dropout subscription retention

  Paraphrase of Figure 3: completion for verified-track learners ranges around 44-56% by cohort year, versus roughly 3-6% for all participants. — Figure 3, p. 5 of post-print